├── utils ├── __init__.py ├── gpt3_apikeys.json ├── gpt4_apikeys.json ├── openai_utils.py └── agent.py ├── requirements.txt ├── imgs ├── angel.png ├── devil.png ├── judge.png ├── logo.jpeg ├── number │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ └── .DS_Store └── spygame.jpg ├── run_spygame.sh ├── prompt ├── keyword_set.json └── prompts.json ├── README.md ├── spygame.py ├── LICENSE └── benchmark └── gpt-3.5-turbo-0613 └── gpt-4-0613 ├── Hotdog.json ├── Durian.json └── Jackfruit.json /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/gpt3_apikeys.json: -------------------------------------------------------------------------------- 1 | [ 2 | "sk-xxx", 3 | "sk-xxx" 4 | ] -------------------------------------------------------------------------------- /utils/gpt4_apikeys.json: -------------------------------------------------------------------------------- 1 | [ 2 | "sk-xxx", 3 | "sk-xxx" 4 | ] -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | openai==0.27.7 2 | tiktoken==0.4.0 3 | backoff 4 | numpy 5 | -------------------------------------------------------------------------------- /imgs/angel.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/angel.png -------------------------------------------------------------------------------- /imgs/devil.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/devil.png -------------------------------------------------------------------------------- /imgs/judge.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/judge.png -------------------------------------------------------------------------------- /imgs/logo.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/logo.jpeg -------------------------------------------------------------------------------- /imgs/number/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/number/1.png -------------------------------------------------------------------------------- /imgs/number/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/number/2.png -------------------------------------------------------------------------------- /imgs/number/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/number/3.png -------------------------------------------------------------------------------- /imgs/number/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/number/4.png -------------------------------------------------------------------------------- /imgs/spygame.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/spygame.jpg -------------------------------------------------------------------------------- /imgs/number/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skytliang/SpyGame/HEAD/imgs/number/.DS_Store -------------------------------------------------------------------------------- /run_spygame.sh: -------------------------------------------------------------------------------- 1 | set -e 2 | set -u 3 | 4 | SPYGAME_PATH=$(realpath `dirname $0`) 5 | # SPYGAME_PATH=/Your-Workspace/SpyGame 6 | 7 | python3 $SPYGAME_PATH/spygame.py \ 8 | --host-agent gpt-3.5-turbo \ 9 | --guest-agent gpt-3.5-turbo \ 10 | --temperature 0.3 \ 11 | --num-players 4 12 | -------------------------------------------------------------------------------- /utils/openai_utils.py: -------------------------------------------------------------------------------- 1 | import openai 2 | import tiktoken 3 | import backoff 4 | import requests 5 | from openai.error import RateLimitError, APIError, ServiceUnavailableError, APIConnectionError 6 | 7 | 8 | model2max_context = { 9 | "gpt-4": 7800, 10 | "gpt-4-0314": 7800, 11 | "gpt-4-0613": 7800, 12 | "gpt-3.5-turbo": 3800, 13 | "gpt-3.5-turbo-0301": 3800, 14 | "gpt-3.5-turbo-0613": 3800, 15 | "text-davinci-003": 3800, 16 | "curie": 1800, 17 | "text-curie-001": 1800, 18 | "text-babbage-001": 1800, 19 | "text-ada-001": 1800, 20 | "text-davinci-002": 3800, 21 | } 22 | 23 | def valid_location(): 24 | res = requests.get('http://myip.ipip.net', timeout=5).text 25 | print(res) 26 | # return "美国" in res 27 | 28 | class OutOfQuotaException(Exception): 29 | "Raised when the key exceeded the current quota" 30 | def __init__(self, key, cause=None): 31 | super().__init__(f"No quota for key: {key}") 32 | self.key = key 33 | self.cause = cause 34 | 35 | def __str__(self): 36 | if self.cause: 37 | return f"{super().__str__()}. Caused by {self.cause}" 38 | else: 39 | return super().__str__() 40 | 41 | class AccessTerminatedException(Exception): 42 | "Raised when the key has been terminated" 43 | def __init__(self, key, cause=None): 44 | super().__init__(f"Access terminated key: {key}") 45 | self.key = key 46 | self.cause = cause 47 | 48 | def __str__(self): 49 | if self.cause: 50 | return f"{super().__str__()}. Caused by {self.cause}" 51 | else: 52 | return super().__str__() 53 | 54 | class TimeOutException(Exception): 55 | "Raised when time out error" 56 | def __init__(self, cause=None): 57 | super().__init__(f"Time Out Error") 58 | self.cause = cause 59 | 60 | def __str__(self): 61 | if self.cause: 62 | return f"{super().__str__()}. Caused by {self.cause}" 63 | else: 64 | return super().__str__() 65 | 66 | def num_tokens_from_string(string: str, model_name: str) -> int: 67 | """Returns the number of tokens in a text string.""" 68 | encoding = tiktoken.encoding_for_model(model_name) 69 | num_tokens = len(encoding.encode(string)) 70 | return num_tokens -------------------------------------------------------------------------------- /prompt/keyword_set.json: -------------------------------------------------------------------------------- 1 | [ 2 | [ 3 | "Jackfruit", 4 | "Durian" 5 | ], 6 | [ 7 | "Hotdog", 8 | "Sandwich" 9 | ], 10 | [ 11 | "Dumpling", 12 | "Baozi" 13 | ], 14 | [ 15 | "Cabbage", 16 | "Lettuce" 17 | ], 18 | [ 19 | "Bubblegum", 20 | "Lollipop" 21 | ], 22 | [ 23 | "Grape", 24 | "Raisin" 25 | ], 26 | [ 27 | "Chili Pepper", 28 | "Mustard" 29 | ], 30 | [ 31 | "Biscuit", 32 | "Potato Chips" 33 | ], 34 | [ 35 | "Bread", 36 | "Cake" 37 | ], 38 | [ 39 | "Cantaloupe", 40 | "Watermelon" 41 | ], 42 | [ 43 | "Sherlock Holmes", 44 | "Shinichi Kudo" 45 | ], 46 | [ 47 | "Taylor Swift", 48 | "Lady Gaga" 49 | ], 50 | [ 51 | "Magician", 52 | "Wizard" 53 | ], 54 | [ 55 | "Security Guard", 56 | "Bodyguard" 57 | ], 58 | [ 59 | "Author", 60 | "Screenwriter" 61 | ], 62 | [ 63 | "Teacher", 64 | "Professor" 65 | ], 66 | [ 67 | "LeBron James", 68 | "Michael Jordan" 69 | ], 70 | [ 71 | "Spider-Man", 72 | "Batman" 73 | ], 74 | [ 75 | "Bus", 76 | "Subway" 77 | ], 78 | [ 79 | "Shampoo", 80 | "Conditioner" 81 | ], 82 | [ 83 | "Glass", 84 | "Mirror" 85 | ], 86 | [ 87 | "Bicycle", 88 | "Electric Bicycle" 89 | ], 90 | [ 91 | "High Heels", 92 | "Height-Increasing Shoes" 93 | ], 94 | [ 95 | "Nearsighted Glasses", 96 | "Contact Lenses" 97 | ], 98 | [ 99 | "Quilt", 100 | "Blanket" 101 | ], 102 | [ 103 | "Microphone", 104 | "Loudspeaker" 105 | ], 106 | [ 107 | "Fan", 108 | "Air Conditioner" 109 | ], 110 | [ 111 | "Rice", 112 | "Sushi" 113 | ], 114 | [ 115 | "Basketball", 116 | "Volleyball" 117 | ], 118 | [ 119 | "Guitar", 120 | "Violin" 121 | ], 122 | [ 123 | "Mobile Phone", 124 | "Landline" 125 | ], 126 | [ 127 | "Los Angeles", 128 | "New York" 129 | ], 130 | [ 131 | "Washbasin", 132 | "Bucket" 133 | ], 134 | [ 135 | "Printer", 136 | "Scanner" 137 | ], 138 | [ 139 | "Roller Coaster", 140 | "Bumper Car" 141 | ], 142 | [ 143 | "Dolphin", 144 | "Sea Lion" 145 | ], 146 | [ 147 | "Pillow", 148 | "Cushion" 149 | ], 150 | [ 151 | "Box", 152 | "Case" 153 | ], 154 | [ 155 | "Library", 156 | "Bookstore" 157 | ], 158 | [ 159 | "Seoul", 160 | "Tokyo" 161 | ], 162 | [ 163 | "Movie", 164 | "Drama" 165 | ], 166 | [ 167 | "Barbecue", 168 | "Hot Pot" 169 | ], 170 | [ 171 | "Beard", 172 | "Eyebrows" 173 | ], 174 | [ 175 | "Lipstick", 176 | "lip balm" 177 | ], 178 | [ 179 | "Goose", 180 | "Chicken" 181 | ], 182 | [ 183 | "Essay", 184 | "Thesis" 185 | ], 186 | [ 187 | "Beef", 188 | "Pork" 189 | ], 190 | [ 191 | "Computer", 192 | "iPad" 193 | ], 194 | [ 195 | "Butterfly", 196 | "Bee" 197 | ], 198 | [ 199 | "Shower Gel", 200 | "Bath Salt" 201 | ] 202 | ] -------------------------------------------------------------------------------- /prompt/prompts.json: -------------------------------------------------------------------------------- 1 | { 2 | "meta_prompt": "You are {name}. Your keyword is {secret_word}. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are {num_players} players. 2. Every player has an identity, either as a villager or a spy. There are {num_villager} villager players and {num_spy} spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game.", 3 | "word_judgement": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. {num_villager} villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is {player_secret_word}.\n\nHost: {name}, it's your turn to guess the keywords of these players {options}.", 4 | "describe_prompt": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: {name}, it's your turn to describe \"{secret_word}\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective.", 5 | "identity_judgement": "System: 1. Your keyword is: {player_secret_word}. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. {num_villager} villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is {player_secret_word}. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: {name}, it's your turn to guess the keywords and identities of these players {options}, including yourself. You must identify the only one spy player.", 6 | "vote_prompt": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: {name}, it's your turn to vote one name from {options} without reason.", 7 | "vote_result": "Host: {name1} votes for {name2}. Reason: {response}", 8 | "spy_win": "Host: {selected_name} is not the spy, the spy player {spy_name} has survived untill the end. The spy player wins, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 9 | "villager_win": "Host: {selected_name} is the spy and has been voted out. The villager players win, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 10 | "continue": "Host: {selected_name} has been voted out, but he/she is not the spy player. Let's continue the game.", 11 | "tie_prompt": "Host: There is a tie among {options}. They will proceed with a new round of descriptions, and the remaining players will vote again.", 12 | "json_save": "Now, please output your judgement in json format, with the format as follows: {json_format}." 13 | } 14 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
2 | Logo 3 |
4 | 5 |

:video_game: SpyGame: An Interactive Multi-Agent Framework

6 | 7 | 8 | **Implementaion of our [paper](https://arxiv.org/abs/2310.20499):** 9 | 10 | ``` 11 | Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models 12 | ``` 13 | 14 | :ferris_wheel: Welcome and feel free to try our demo here ! 15 | 16 | ## :book: Overview 17 | 18 | - **SpyGame** stands as an **interactive multi-agent framework** that operates through various **intelligent agents** reasoning and acting in the **language-based board game "Who is Spy?"**. All the agents are assigned one of two different but similar keywords, dividing them into two different camps: villager and spy. In each round, agents take turns to describe their own keyword and vote for the most likely spy agent. Villager camp wins if they vote out all the spy by a majority vote. Spy camp wins if they conceal and survive until the end of the game. 19 | - Our **SpyGame** framework, which supports **human-in-the-loop** interaction, presents a significant contribution to the development of language-based game scenarios and promotes a more comprehensive evaluation of LLMs in real-world settings. It contributes to a deeper understanding of LLMs’ **artificial general intelligence** when interacting with human counterparts. 20 | - Experimental results reveal that our proposed frameworks successfully distinguish between the performance of open-source and closed-source LLMs, highlighting the strengths and weaknesses of each model in terms of language and **thoery of mind** intelligences. These findings provide valuable insights for LLM capabilities and inform the development of more advanced and intelligent language models. 21 | 22 |

23 | 24 |

25 | 26 | ## :zap: Quickstart 27 | To get started, follow these steps: 28 | 29 | 1. **Clone the GitHub Repository:** Begin by cloning the repository using the command: 30 | ``` 31 | git clone https://github.com/Skytliang/SpyGame.git 32 | ``` 33 | 2. **Set Up Python Environment:** Ensure you have a version 3.9 or higher Python environment. You can create and activate this environment using the following commands, replacing `SpyGame_conda_env` with your preferred environment name: 34 | ``` 35 | conda create -n SpyGame_conda_env python=3.9 36 | conda activate SpyGame_conda_env 37 | ``` 38 | 3. **Install Dependencies:** Move into the `SpyGame` directory and install the necessary dependencies by running: 39 | ``` 40 | cd SpyGame 41 | pip3 install -r requirements.txt 42 | ``` 43 | 4. **Set OpenAI API Key:** Manually set your actual API key in `SpyGame/utils/gpt3_apikeys.json`. 44 | 45 | 5. **Build Your Benchmark:** Use the following command to run **SpyGame**. The complete game process will be saved in `SpyGame/benchmark/host_agent/guest_agent`: 46 | ``` 47 | sh run_spygame.sh 48 | ``` 49 | 50 | 6. **Try our demo:** If you just want to have a try, feel free to check our demo [here](https://cfce8ddf8ea07aa8d1.gradio.live/). 51 | 52 | ## Case Study 53 | Note: For the sake of fairness, we randomly shuffle the speaking order of all agents. Please refer to our paper for more details. 54 | 55 | In this case, Player 1 , Player 2 and Player 4 are villager players with the same word **"BERT"**. Player 3 is the spy player with the keyword **"GPT"**. Here, all the four agents are consistently designated as GPT-4 LLMs. 56 | 57 | #### Speaking phase in the first round 58 | * Host : It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 1', 'Player 3', 'Player 4']. 59 | 60 | * (, **BERT**): It's a revolutionary tool in the field of natural language processing. 61 | 62 | * (, **BERT**): It's a significant breakthrough in understanding contextual nuances in language. 63 | 64 | * (, **GPT**): It's a sophisticated system that can mimic human conversation effectively. 65 | 66 | * (, **BERT**): It's an advanced method that revolutionized machine learning language models. 67 | 68 | #### Voting phase in the first round 69 | * Host : It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']. And then vote for the player you think is most likely to be a spy agent. 70 | 71 | * (, **BERT**) votes for (, **BERT**). Reason: Based on the descriptions, I believe that Player 2, Player 3, and I are likely villagers because our descriptions all relate to a tool or system used in language processing and machine learning. However, **Player 4's description seems slightly different, focusing more on the method rather than the tool itself.** Therefore, I suspect that Player 4 might be the spy. I vote for Player 4. 72 | 73 | * (, **BERT**) votes for (, **GPT**). Reason: Based on the descriptions, I believe that Player 1, Player 2, and I share the same keyword, which is related to a breakthrough in language processing. However, **Player 3's description seems slightly different, focusing more on mimicking human conversation rather than understanding language.** Therefore, I suspect that Player 3 might be the spy. I vote for Player 3. 74 | 75 | * (, **GPT**) votes for (, **BERT**). Reason: Based on the descriptions, it seems like we all have a similar understanding of our keyword. We're all talking about an advanced technology related to language processing and machine learning. Therefore, I believe that our keyword is GPT. **As for the spy, it's hard to say at this point since everyone's description aligns well with the keyword.** However, if I have to choose, **I would say Player 4 might be the spy because their description was slightly more specific than the rest of us.** I vote for Player 4. 76 | 77 | * (, **BERT**) votes for (, **BERT**). Reason: Based on the descriptions, it seems like we're all talking about something related to language processing and machine learning. I believe Player 1, Player 3, and myself are villagers since our descriptions align closely with my keyword, BERT. However, **Player 4's description seems a bit different, mentioning an 'advanced method' rather than a tool or system.** Therefore, I suspect Player 4 might be the spy. I vote for Player 4. 78 | 79 | * Host : Player 4 has been voted out, but he/she is not the spy player. Let's continue the game. 80 | 81 | #### Speaking phase in the second round 82 | * Host : It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 1', 'Player 3']. 83 | 84 | * (, **BERT**): It's a transformative approach to understanding written language by machines. 85 | 86 | * (, **BERT**): It's a model that has transformed the way machines interpret text. 87 | 88 | * (, **GPT**): It's an AI model that excels in creating coherent text. 89 | 90 | #### Voting phase in the second round 91 | * Host : It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3']. And then vote for the player you think is most likely to be a spy agent. 92 | 93 | * (, **BERT**) votes for (, **GPT**). Reason: Based on the descriptions, I believe that Player 2 and I share the same keyword, as our descriptions both refer to a transformative model in language processing. However, **Player 3's description seems slightly different, focusing more on the creation of coherent text rather than understanding it.** Therefore, I suspect that Player 3 might be the spy. I vote for Player 3. 94 | 95 | * (, **GPT**) votes for (, **BERT**). Reason: Based on the descriptions, it seems like we all have a similar understanding of our keyword. We're all talking about an advanced technology related to language processing and machine learning. Therefore, I believe that our keyword is GPT. **As for the spy, it's hard to say at this point since everyone's description aligns well with the keyword.** However, if I have to choose, **I would say Player 1 might be the spy because their description was slightly more generic than the rest of us.** I vote for Player 1. 96 | 97 | * (, **BERT**) votes for (, **GPT**). Reason: After hearing the descriptions in this round, I still believe that Player 1 and I are villagers. Our descriptions continue to align closely with my keyword, BERT, focusing on language interpretation by machines. However, **Player 3's description seems a bit off. While it does mention an AI model and text creation, it doesn't specifically refer to understanding or interpreting language, which is a key aspect of BERT.** Therefore, I suspect Player 3 might be the spy. I vote for Player 3. 98 | 99 | * Host : Player 3 is the spy and has been voted out. The villager players win, game over. 100 | 101 | ## Citation 102 | ```ruby 103 | @misc{liang2023spygame, 104 | title={Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models}, 105 | author={Tian Liang and Zhiwei He and Jen-tse Huang and Wenxuan Wang and Wenxiang Jiao and Rui Wang and Yujiu Yang and Zhaopeng Tu and Shuming Shi and Xing Wang}, 106 | year={2023}, 107 | eprint={2310.20499}, 108 | archivePrefix={arXiv}, 109 | primaryClass={cs.CL} 110 | } 111 | ``` 112 | 113 | -------------------------------------------------------------------------------- /utils/agent.py: -------------------------------------------------------------------------------- 1 | import os 2 | import openai 3 | import backoff 4 | import time 5 | import random 6 | import json 7 | import copy 8 | import numpy as np 9 | from datetime import datetime 10 | from openai.error import RateLimitError, APIError, ServiceUnavailableError, APIConnectionError, AuthenticationError 11 | from utils.openai_utils import OutOfQuotaException, AccessTerminatedException, TimeOutException 12 | from utils.openai_utils import num_tokens_from_string, model2max_context 13 | 14 | 15 | # from bardapi import Bard 16 | # import requests 17 | 18 | # import torch 19 | # from transformers import AutoTokenizer, AutoModelForCausalLM 20 | # from FastChat.fastchat.model.model_adapter import load_model, get_conversation_template, add_model_args 21 | 22 | cycle_all_keys = True 23 | 24 | current_path = os.path.abspath(__file__).rsplit('/', 1)[0] 25 | 26 | gpt3_api_keys = json.load(open(f'{current_path}/gpt3_apikeys.json')) 27 | gpt4_api_keys = json.load(open(f'{current_path}/gpt4_apikeys.json')) 28 | random.shuffle(gpt3_api_keys) 29 | random.shuffle(gpt4_api_keys) 30 | def cycle_keys(openai_api_keys): 31 | while True: 32 | for key in openai_api_keys: 33 | yield key 34 | gpt3_key_generator = cycle_keys(gpt3_api_keys) 35 | gpt4_key_generator = cycle_keys(gpt4_api_keys) 36 | 37 | def key_generator(model_name): 38 | if model_name in ["gpt-3.5-turbo", "gpt-3.5-turbo-0301", "gpt-3.5-turbo-0613", "text-davinci-003", "text-davinci-002", "curie", "text-curie-001", "text-babbage-001", "text-ada-001"]: 39 | return gpt3_key_generator 40 | elif model_name in ["gpt-4", "gpt-4-0314", "gpt-4-0613"]: 41 | return gpt4_key_generator 42 | 43 | 44 | class Agent: 45 | def __init__(self, model_name: str, temperature: float, sleep_time: float = 0) -> None: 46 | """Create an agent (gpt series by default) 47 | 48 | Args: 49 | model_name(str): model name 50 | temperature (float): higher values make the output more random, while lower values make it more focused and deterministic 51 | sleep_time (float): sleep against rate limiting 52 | """ 53 | self.model_name = model_name 54 | self.temperature = temperature 55 | self.sleep_time = sleep_time 56 | self.memory_lst = [] 57 | self.memory_lst_idx = np.array([]) 58 | 59 | @backoff.on_exception(backoff.expo, (RateLimitError, APIError, ServiceUnavailableError, APIConnectionError, AuthenticationError), max_tries=5) 60 | def query(self, messages: "list[dict]", max_tokens: int, api_key: str, temperature: float) -> str: 61 | """make a query 62 | 63 | Args: 64 | messages (list[dict]): chat history in turbo format 65 | max_tokens (int): max token in api call 66 | api_key (str): openai api key 67 | temperature (float): sampling temperature 68 | 69 | Raises: 70 | OutOfQuotaException: the apikey has out of quota 71 | AccessTerminatedException: the apikey has been ban 72 | 73 | Returns: 74 | str: the return msg 75 | """ 76 | # assert self.model_name in support_models, f"Not support {self.model_name}. Choices: {support_models}" 77 | try: 78 | openai.api_base = self.api_base 79 | response = openai.ChatCompletion.create( 80 | model=self.model_name, 81 | messages=messages, 82 | temperature=temperature, 83 | max_tokens=max_tokens, 84 | api_key=api_key, 85 | presence_penalty=0.75 86 | ) 87 | gen = response['choices'][0]['message']['content'] 88 | return gen 89 | 90 | except RateLimitError as e: 91 | if "You exceeded your current quota, please check your plan and billing details" in e.user_message: 92 | self.openai_api_keys.remove(api_key) 93 | print(f'Out Of Quota: {api_key}') 94 | raise OutOfQuotaException(api_key) 95 | elif "Your access was terminated due to violation of our policies" in e.user_message: 96 | self.openai_api_keys.remove(api_key) 97 | print(f'Access Terminated: {api_key}') 98 | raise AccessTerminatedException(api_key) 99 | else: 100 | raise e 101 | 102 | def merge_memory_lst(self, memory_lst): 103 | merged_memory_lst = [] 104 | role, content = None, "" 105 | for memory in memory_lst: 106 | if memory["role"] == role: 107 | content = content + "\n\n" + memory["content"] 108 | continue 109 | else: 110 | if role != None: 111 | merged_memory_lst.append({"role": role, "content": content.strip()}) 112 | role = memory["role"] 113 | content = memory["content"] 114 | merged_memory_lst.append({"role": role, "content": content.strip()}) 115 | return merged_memory_lst 116 | 117 | def set_meta_prompt(self, meta_prompt: str, survive_round: int = 9999): 118 | """Set the meta_prompt 119 | 120 | Args: 121 | meta_prompt (str): the meta prompt 122 | """ 123 | self.memory_lst.append({"role": "system", "content": f"{meta_prompt}"}) 124 | self.memory_lst_idx = np.append(self.memory_lst_idx, survive_round) 125 | 126 | def add_event(self, event: str, survive_round: int = 9999): 127 | """Add an new event in the memory 128 | 129 | Args: 130 | event (str): string that describe the event. 131 | """ 132 | self.memory_lst.append({"role": "user", "content": f"{event}"}) 133 | self.memory_lst_idx = np.append(self.memory_lst_idx, survive_round) 134 | 135 | def add_memory(self, memory: str, survive_round: int = 9999): 136 | """Monologue in the memory 137 | 138 | Args: 139 | memory (str): string that generated by the model in the last round. 140 | """ 141 | self.memory_lst.append({"role": "assistant", "content": f"{memory}"}) 142 | self.memory_lst_idx = np.append(self.memory_lst_idx, survive_round) 143 | 144 | def ask(self, temperature: float=None): 145 | """Query for answer 146 | 147 | Args: temperature(float): If temperature is not specified, sample by self.temperature 148 | """ 149 | time.sleep(self.sleep_time) 150 | 151 | memory_lst = copy.deepcopy(self.memory_lst) 152 | memory_lst = np.array(memory_lst) 153 | memory_lst = memory_lst[self.memory_lst_idx > 0] 154 | self.memory_lst_idx -= 1 155 | memory_lst = list(memory_lst) 156 | 157 | num_context_token = sum([num_tokens_from_string(m["content"], self.model_name) for m in memory_lst]) 158 | max_tokens = model2max_context[self.model_name] - num_context_token 159 | 160 | # # merge multi user contents 161 | # memory_lst = self.merge_memory_lst(memory_lst) 162 | 163 | now = datetime.now() 164 | current_time = now.strftime("%H:%M:%S").split(':') 165 | start_time = 60 * int(current_time[0]) + int(current_time[1]) 166 | while True: 167 | now = datetime.now() 168 | current_time = now.strftime("%H:%M:%S").split(':') 169 | end_time = 60 * int(current_time[0]) + int(current_time[1]) 170 | step_time = end_time - start_time 171 | if step_time // 2 > 0 and step_time % 2 == 0: 172 | print(f'Out of Time: {step_time} mins') 173 | if step_time > 5: 174 | raise TimeOutException 175 | try: 176 | if cycle_all_keys: 177 | return self.query(memory_lst, max_tokens, api_key=next(key_generator(self.model_name)), temperature=temperature if temperature else self.temperature) 178 | else: 179 | return self.query(memory_lst, max_tokens, api_key=random.choice(self.openai_api_keys), temperature=temperature if temperature else self.temperature) 180 | except: 181 | time.sleep(5) 182 | 183 | # return self.query(memory_lst, max_tokens, api_key=next(key_generator), temperature=temperature if temperature else self.temperature) 184 | 185 | 186 | class TurboPlayer(Agent): 187 | def __init__(self, model_name: str, name: str, secret_word: str, temperature:float, sleep_time: float) -> None: 188 | """Create a player in the spy game 189 | 190 | Args: 191 | model_name(str): model name 192 | name (str): name of this player 193 | secret_word (str): the secret word that this player holds 194 | temperature (float): higher values make the output more random, while lower values make it more focused and deterministic 195 | sleep_time (float): sleep against rate limiting 196 | """ 197 | super().__init__(model_name, temperature, sleep_time) 198 | self.name = name 199 | self.secret_word = secret_word 200 | if cycle_all_keys: 201 | self.openai_api_keys = gpt4_api_keys if 'gpt-4' in self.model_name else gpt3_api_keys 202 | 203 | # if 'gpt-4' in model_name: 204 | # self.api_base = "https://aigptx.top/v1" 205 | # else: 206 | # self.api_base = "https://api.openai.com/v1" 207 | self.api_base = "https://api.openai.com/v1" 208 | 209 | 210 | class DavinciPlayer(TurboPlayer): 211 | @backoff.on_exception(backoff.expo, (RateLimitError, APIError, ServiceUnavailableError, APIConnectionError, AuthenticationError), max_tries=5) 212 | def query(self, prompt: str, max_tokens: int, api_key: str, temperature: float) -> str: 213 | try: 214 | openai.api_base = self.api_base 215 | response = openai.Completion.create( 216 | model=self.model_name, 217 | prompt=prompt, 218 | api_key=api_key, 219 | temperature=temperature, 220 | max_tokens=max_tokens, 221 | presence_penalty=0.75 222 | ) 223 | gen = response.choices[0].text.strip() 224 | gen = f"{self.name}: {gen}" 225 | return gen 226 | 227 | except RateLimitError as e: 228 | if "You exceeded your current quota, please check your plan and billing details" in e.user_message: 229 | self.openai_api_keys.remove(api_key) 230 | print(f'Out Of Quota: {api_key}') 231 | raise OutOfQuotaException(api_key) 232 | elif "Your access was terminated due to violation of our policies" in e.user_message: 233 | self.openai_api_keys.remove(api_key) 234 | print(f'Access Terminated: {api_key}') 235 | raise AccessTerminatedException(api_key) 236 | else: 237 | raise e 238 | 239 | 240 | def ask(self, temperature: float=None): 241 | time.sleep(self.sleep_time) 242 | 243 | memory_lst = copy.deepcopy(self.memory_lst) 244 | memory_lst = np.array(memory_lst) 245 | memory_lst = memory_lst[self.memory_lst_idx > 0] 246 | self.memory_lst_idx -= 1 247 | memory_lst = list(memory_lst) 248 | 249 | contents = [m["content"] for m in memory_lst] 250 | prompt = '\n\n'.join(contents) + f"\n\n{self.name}: " 251 | 252 | num_context_token = num_tokens_from_string(prompt, self.model_name) 253 | max_tokens = model2max_context[self.model_name] - num_context_token 254 | 255 | now = datetime.now() 256 | current_time = now.strftime("%H:%M:%S").split(':') 257 | start_time = 60 * int(current_time[0]) + int(current_time[1]) 258 | while True: 259 | # print(self.openai_api_keys) 260 | now = datetime.now() 261 | current_time = now.strftime("%H:%M:%S").split(':') 262 | end_time = 60 * int(current_time[0]) + int(current_time[1]) 263 | step_time = end_time - start_time 264 | if step_time // 2 > 0 and step_time % 2 == 0: 265 | print(f'Out of Time: {step_time} mins') 266 | if step_time > 5: 267 | raise TimeOutException 268 | try: 269 | if cycle_all_keys: 270 | return self.query(prompt, max_tokens, api_key=next(key_generator(self.model_name)), temperature=temperature if temperature else self.temperature) 271 | else: 272 | return self.query(prompt, max_tokens, api_key=random.choice(self.openai_api_keys), temperature=temperature if temperature else self.temperature) 273 | except: 274 | time.sleep(5) 275 | 276 | 277 | def ask2(self, temperature: float=None): 278 | time.sleep(self.sleep_time) 279 | openai.api_base = self.api_base 280 | 281 | memory_lst = copy.deepcopy(self.memory_lst) 282 | memory_lst = np.array(memory_lst) 283 | memory_lst = memory_lst[self.memory_lst_idx > 0] 284 | self.memory_lst_idx -= 1 285 | memory_lst = list(memory_lst) 286 | 287 | try: 288 | contents = [m["content"] for m in memory_lst] 289 | prompt = '\n\n'.join(contents) + f"\n\n{self.name}: " 290 | 291 | num_context_token = num_tokens_from_string(prompt, self.model_name) 292 | max_tokens = model2max_context[self.model_name] - num_context_token 293 | api_key = random.choice(self.openai_api_keys) 294 | # api_key=next(key_generator) 295 | 296 | response = openai.Completion.create( 297 | model=self.model_name, 298 | prompt=prompt, 299 | api_key=api_key, 300 | temperature=temperature if temperature else self.temperature, 301 | max_tokens=max_tokens, 302 | presence_penalty=0.75 303 | ) 304 | gen = response.choices[0].text.strip() 305 | gen = f"{self.name}: {gen}" 306 | return gen 307 | 308 | except RateLimitError as e: 309 | if "You exceeded your current quota, please check your plan and billing details" in e.user_message: 310 | raise OutOfQuotaException(api_key) 311 | elif "Your access was terminated due to violation of our policies" in e.user_message: 312 | raise AccessTerminatedException(api_key) 313 | else: 314 | raise e 315 | 316 | 317 | class BardPlayer(TurboPlayer): 318 | def __init__(self, model_name: str, name: str, secret_word: str, temperature:float, sleep_time: float) -> None: 319 | 320 | super.__init__(model_name, name, secret_word, temperature, openai_api_keys, sleep_time) 321 | 322 | self.bard_token = random.choice(openai_api_keys) 323 | 324 | session = requests.Session() 325 | session.headers = { 326 | "Host": "bard.google.com", 327 | "X-Same-Domain": "1", 328 | "User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.114 Safari/537.36", 329 | "Content-Type": "application/x-www-form-urlencoded;charset=UTF-8", 330 | "Origin": "https://bard.google.com", 331 | "Referer": "https://bard.google.com/", 332 | } 333 | 334 | session.cookies.set("__Secure-1PSID", self.bard_token) 335 | self.bard = Bard(token=self.bard_token, session=session, timeout=30) 336 | self.start_id = 0 337 | 338 | def ask(self, temperature: float=None): 339 | time.sleep(self.sleep_time) 340 | 341 | contents_all = [m["content"] for m in self.memory_lst] 342 | contents = contents_all[self.start_id: ] 343 | self.start_id = len(contents_all) 344 | content = '\n\n'.join(contents) 345 | bard_ans = self.bard.get_answer(content)['content'] 346 | return bard_ans 347 | 348 | 349 | class VicunaPlayer(Agent): 350 | def __init__(self, model_name: str, name: str, secret_word: str, temperature:float, sleep_time: float) -> None: 351 | 352 | support_models = ['vicuna', 'fastchat-t5', 'longchat'] 353 | super().__init__(model_name, temperature, sleep_time) 354 | self.name = name 355 | self.secret_word = secret_word 356 | self.openai_api_keys = openai_api_keys 357 | 358 | assert self.model_name in support_models, f"Not support {self.model_name}. Choices: {support_models}" 359 | 360 | magic_path = os.path.abspath(__file__).rsplit('/', 1)[0] 361 | self.repetition_penalty = 1.0 362 | if model_name == "vicuna": 363 | model_path = f"{magic_path}/FastChat/vicuna-13b-v1.3" 364 | elif model_name == 'fastchat-t5': 365 | model_path = f"{magic_path}/FastChat/fastchat-t5-3b-v1.0" 366 | self.repetition_penalty = 1.2 367 | elif model_name == 'longchat': 368 | model_path = f"{magic_path}/FastChat/longchat-13b-16k" 369 | self.model, self.tokenizer = load_model( 370 | model_path, 371 | "cuda", 372 | 1, 373 | 1, 374 | False, 375 | False, 376 | revision="main", 377 | debug=False, 378 | ) 379 | self.conv = get_conversation_template(model_path) 380 | 381 | def set_meta_prompt(self, meta_prompt: str): 382 | """Set the meta_prompt 383 | 384 | Args: 385 | meta_prompt (str): the meta prompt 386 | """ 387 | self.memory_lst.append({"role": "system", "content": f"{meta_prompt}"}) 388 | self.conv.append_message(self.conv.roles[0], str(meta_prompt)) 389 | 390 | def add_event(self, event: str): 391 | """Add an new event in the memory 392 | 393 | Args: 394 | event (str): string that describe the event. 395 | """ 396 | # if not self.memory_lst[-1]['role'] == 'user': 397 | self.memory_lst.append({"role": "user", "content": f"{event}"}) 398 | self.conv.append_message(self.conv.roles[0], str(event)) 399 | # else: 400 | # self.memory_lst[-1]['content'] += f"\n\n{event}" 401 | 402 | def add_memory(self, memory: str): 403 | """Monologue in the memory 404 | 405 | Args: 406 | memory (str): string that generated by the model in the last round. 407 | """ 408 | self.memory_lst.append({"role": "assistant", "content": f"{memory}"}) 409 | self.conv.replace_message(self.conv.roles[1], str(memory)) 410 | 411 | def ask(self, temperature: float=None): 412 | time.sleep(self.sleep_time) 413 | 414 | self.conv.append_message(self.conv.roles[1], None) 415 | prompt = self.conv.get_prompt() 416 | input_ids = self.tokenizer([prompt]).input_ids 417 | input_ids = [input_ids[0]] 418 | 419 | output_ids = self.model.generate( 420 | torch.as_tensor(input_ids).cuda(), 421 | do_sample=True, 422 | temperature=temperature if temperature else self.temperature, 423 | repetition_penalty=self.repetition_penalty, 424 | max_new_tokens=200, 425 | ) 426 | if self.model.config.is_encoder_decoder: 427 | output_ids = output_ids[0] 428 | else: 429 | output_ids = output_ids[0][len(input_ids[0]) :] 430 | outputs = self.tokenizer.decode( 431 | output_ids, skip_special_tokens=True, spaces_between_special_tokens=False 432 | ) 433 | return outputs -------------------------------------------------------------------------------- /spygame.py: -------------------------------------------------------------------------------- 1 | import re 2 | import os 3 | import json 4 | import argparse 5 | import itertools 6 | import random 7 | # random.seed(0) 8 | from utils.agent import TurboPlayer, DavinciPlayer, BardPlayer, VicunaPlayer 9 | from datetime import datetime 10 | from tqdm import tqdm 11 | 12 | 13 | PRINT_LOG = True 14 | 15 | NAME_LIST_ANONYMOUS = ["Player 1", "Player 2", "Player 3", "Player 4", "Player 5", "Player 6", "Player 7", "Player 8", "Player 9", "Player 10"] 16 | 17 | SUPPORT_MODELS = ["gpt-4", "gpt-4-0314", "gpt-4-0613", "gpt-3.5-turbo", "gpt-3.5-turbo-0301", "gpt-3.5-turbo-0613", "text-davinci-003", "text-davinci-002", "bard", "vicuna", "fastchat-t5", "longchat"] 18 | SUPPORT_MODELS_WITH_MEMORY_LIST = ["gpt-4", "gpt-4-0314", "gpt-4-0613", "gpt-3.5-turbo", "gpt-3.5-turbo-0301", "gpt-3.5-turbo-0613", "text-davinci-003", "text-davinci-002", "bard"] 19 | 20 | 21 | def SpyPlayer(model_name: str = None, name: str = None, secret_word: str = None, temperature:float = 0, sleep_time: float = 0): 22 | assert model_name in SUPPORT_MODELS, f"Not support {model_name}. Choices: {SUPPORT_MODELS}" 23 | 24 | if model_name in ["gpt-4", "gpt-4-0314", "gpt-4-0613", "gpt-3.5-turbo", "gpt-3.5-turbo-0301", "gpt-3.5-turbo-0613"]: 25 | return TurboPlayer(model_name, name, secret_word, temperature, sleep_time) 26 | elif model_name in ["text-davinci-003", "text-davinci-002"]: 27 | return DavinciPlayer(model_name, name, secret_word, temperature, sleep_time) 28 | elif model_name in ["bard"]: 29 | return BardPlayer(model_name, name, secret_word, temperature, sleep_time) 30 | elif model_name in ["vicuna", "fastchat-t5", "longchat"]: 31 | return VicunaPlayer(model_name, name, secret_word, temperature, sleep_time) 32 | 33 | 34 | class SpyGame: 35 | def __init__(self, 36 | guest_agent: str, 37 | host_agent: str, 38 | temperature: float, 39 | num_players: int, 40 | max_rounds: int, 41 | spy_word: str, 42 | villager_word: str, 43 | guest_identity: str, 44 | sleep_time: float, 45 | prompts: dict, 46 | seed: int, 47 | save_file_path: str 48 | ) -> None: 49 | 50 | """Create a spy game 51 | 52 | Args: 53 | guest_agent (str): guest agent model name 54 | host_agent (str): host agent model name 55 | temperature (float): higher values make the output more random, while lower values make it more focused and deterministic 56 | num_players (int): number of all players 57 | max_rounds (int): maximum number of game rounds 58 | spy_word (str): spy agent's keyword 59 | villager_word (str): villager agent's keyword 60 | guest_identity (str): identity that guest participate in the game 61 | sleep_time (float): sleep against rate limiting 62 | """ 63 | 64 | self.temperature = temperature 65 | self.num_players = num_players 66 | self.max_rounds = max_rounds 67 | self.spy_word = spy_word 68 | self.villager_word = villager_word 69 | self.prompts = prompts 70 | self.save_file_path = save_file_path 71 | 72 | self.num_spy = 1 73 | self.meta_prompt = self.prompts['meta_prompt'] 74 | 75 | # the secret word list of all players 76 | self.secret_word_list = [self.spy_word] + [self.villager_word] * (self.num_players - 1) 77 | random.shuffle(self.secret_word_list) 78 | 79 | spy_order = self.secret_word_list.index(self.spy_word) 80 | 81 | all_order = list(range(self.num_players)) 82 | all_order.remove(spy_order) 83 | villager_order = random.choice(all_order) 84 | 85 | # init agents 86 | NAME_LIST = NAME_LIST_ANONYMOUS[: self.num_players] 87 | random.shuffle(NAME_LIST) 88 | self.players = [ 89 | SpyPlayer(model_name=host_agent, name=NAME_LIST[idx], secret_word=secret_word, temperature=self.temperature, sleep_time=sleep_time) 90 | for idx, secret_word in enumerate(self.secret_word_list) 91 | ] 92 | 93 | guest_name = None 94 | if guest_identity == 'spy': 95 | spy_player = self.players[spy_order] 96 | self.players[spy_order] = SpyPlayer(model_name=guest_agent, name=NAME_LIST[spy_order], secret_word=self.spy_word, temperature=self.temperature, sleep_time=sleep_time) 97 | del spy_player 98 | guest_name = NAME_LIST[spy_order] 99 | elif guest_identity == 'villager': 100 | villager_player = self.players[villager_order] 101 | self.players[villager_order] = SpyPlayer(model_name=guest_agent, name=NAME_LIST[villager_order], secret_word=self.villager_word, temperature=self.temperature, sleep_time=sleep_time) 102 | del villager_player 103 | guest_name = NAME_LIST[villager_order] 104 | 105 | self.spy_name = [player.name for player in self.players if player.secret_word == self.spy_word][0] 106 | 107 | self.player_names = {p.name: p for p in self.players} 108 | players_model = {p.name: (p.model_name, p.secret_word) for p in self.players} 109 | 110 | self.init_prompt() 111 | 112 | # save file 113 | now = datetime.now() 114 | current_time = now.strftime("%Y-%m-%d_%H:%M:%S") 115 | self.save_file = { 116 | 'game_name': 'SpyGame', 117 | 'start_time': current_time, 118 | 'end_time': '', 119 | 'win': "", 120 | 'spy': f"{self.spy_name} ({self.spy_word})", 121 | 'spy_word': self.spy_word, 122 | 'villager_word': self.villager_word, 123 | 'host_agent': host_agent, 124 | 'guest_agent': guest_agent, 125 | 'guest_identity': guest_identity, 126 | 'guest_name': guest_name, 127 | 'temperature': temperature, 128 | 'num_players': num_players, 129 | 'max_rounds': max_rounds, 130 | 'players_model': players_model, 131 | 'seed': seed, 132 | 'rounds': {}, 133 | 'players': {}, 134 | 'players_idx': {}, 135 | 'prompts': prompts 136 | } 137 | 138 | if PRINT_LOG: 139 | print(f"spy: {self.spy_name} ({self.spy_word})") 140 | print(f"players_model: {players_model}") 141 | print(f"seed: {seed}") 142 | 143 | def init_prompt(self): 144 | for player in self.players: 145 | meta_prompt = self.prompts['meta_prompt'].format(name=player.name, num_players=self.num_players, num_spy=self.num_spy, num_villager=self.num_players-self.num_spy, secret_word=player.secret_word) 146 | player.set_meta_prompt(meta_prompt) 147 | if PRINT_LOG: 148 | print(meta_prompt) 149 | 150 | def cot_modify(self, text, phase, round): 151 | round_dct = { 152 | 1: 'first', 2: 'second', 3: 'third', 4: 'fourth', 5: 'fifth', 6: 'sixth', 7: 'seventh', 8: 'eighth', 9: 'ninth', 10: 'tenth' 153 | } 154 | try: 155 | prompt = f"Here is my thought during the {round_dct[round]} round of the {phase} phase." 156 | except: 157 | prompt = f"Here is my thought." 158 | return prompt + '\n\n' + text 159 | 160 | def broadcast(self, msg: str): 161 | """Broadcast a message to all players. 162 | Typical use is for the host to announce public information 163 | 164 | Args: 165 | msg (str): the message 166 | """ 167 | if PRINT_LOG: 168 | print(msg) 169 | for player in self.players: 170 | player.add_event(msg) 171 | 172 | def speak(self, speaker: str, msg: str): 173 | """The speaker broadcast a message to all other players. 174 | 175 | Args: 176 | speaker (str): name of the speaker 177 | msg (str): the message 178 | """ 179 | if not msg.startswith(f"{speaker}:"): 180 | msg = f"{speaker}: {msg}" 181 | if PRINT_LOG: 182 | print(msg) 183 | for player in self.players: 184 | if player.name != speaker: 185 | player.add_event(msg) 186 | 187 | def save(self): 188 | now = datetime.now() 189 | current_time = now.strftime("%Y-%m-%d_%H:%M:%S") 190 | self.save_file['end_time'] = current_time 191 | 192 | json_str = json.dumps(self.save_file, ensure_ascii=False, indent=4) 193 | with open(self.save_file_path, 'w') as f: 194 | f.write(json_str) 195 | 196 | 197 | def run(self): 198 | round = 0 199 | self.tie_restart = False 200 | 201 | self.spy_candidates = self.player_names 202 | self.villager_candidates = self.player_names 203 | 204 | while len(self.players) > 2: 205 | if round >= self.max_rounds: 206 | break 207 | while True: 208 | if round >= self.max_rounds: 209 | break 210 | if PRINT_LOG: 211 | print(f"\n===== Round-{round+1} =====\n") 212 | 213 | # ask for the decription 214 | describe_cot = {} 215 | describe_save_dct = {} 216 | shuffle_names = list(self.spy_candidates.keys()) 217 | random.shuffle(shuffle_names) 218 | 219 | self.broadcast(f"Host: It is now the description phase, please take turns to describe the keyword you received in the order of {shuffle_names}.") 220 | 221 | spy_candidates_done = [] 222 | if round != 0: 223 | spy_candidates_done = shuffle_names[: ] 224 | 225 | for player_name in shuffle_names: 226 | player = self.spy_candidates[player_name] 227 | 228 | if len(spy_candidates_done) != 0: 229 | spy_candidates_done = list(set(spy_candidates_done)) 230 | spy_candidates_done.sort() 231 | 232 | # init word prompt 233 | num_villager_survive = len(self.players) - 1 234 | player_secret_word = player.secret_word 235 | 236 | word_judgement = self.prompts['word_judgement'].format(options=spy_candidates_done, player_secret_word=player_secret_word, name=player_name, num_villager=len(self.players)-1) 237 | 238 | # word judgement 239 | player.add_event(word_judgement, 1) 240 | ans = player.ask() 241 | player.add_memory(self.cot_modify(ans, 'description', round+1)) 242 | describe_cot[player.name] = ans 243 | spy_candidates_done.append(player_name) 244 | 245 | describe_prompt = self.prompts['describe_prompt'].format(name=player.name, secret_word=player.secret_word) 246 | player.add_event(describe_prompt, 1) 247 | ans = player.ask() 248 | 249 | # rule-based cleaning secret word 250 | ans = ans.replace(player.secret_word, 'My keyword') 251 | ans = ans.replace(player.secret_word.lower(), 'my keyword') 252 | if not ans.startswith(player_name): 253 | ans = f"{player_name}: {ans}" 254 | 255 | describe_save_dct[player.name] = ans 256 | # speak to other players 257 | self.speak(player.name, f"{ans}") 258 | 259 | # add self memory 260 | player.add_memory(ans) 261 | 262 | # voting 263 | vote_cot = {} 264 | vote_save_dct = {} 265 | spy_candidates_done = list(self.spy_candidates.keys()) 266 | spy_candidates_done.sort() 267 | results = { 268 | player_name: 0 269 | for player_name in spy_candidates_done 270 | } 271 | self.broadcast(f"Host: It is now the voting phase, Please judge the keywords and identities of these alive players {spy_candidates_done}.") 272 | for player_name in self.villager_candidates: 273 | player = self.villager_candidates[player_name] 274 | 275 | shuffle_names = list(self.spy_candidates.keys()) 276 | random.shuffle(shuffle_names) 277 | 278 | # init identity prompt 279 | player_secret_word = player.secret_word 280 | options = [spy for spy in shuffle_names if spy != player_name] 281 | 282 | identity_judgement = self.prompts['identity_judgement'].format(options=spy_candidates_done, player_secret_word=player_secret_word, name=player_name, num_villager=len(self.players)-1) 283 | 284 | # identity judgement 285 | player.add_event(identity_judgement, 1) 286 | ans = player.ask() 287 | player.add_memory(self.cot_modify(ans, 'voting', round+1)) 288 | vote_cot[player.name] = ans 289 | 290 | # vote phase 291 | vote_prompt = self.prompts['vote_prompt'].format(options=options, name=player_name) 292 | player.add_event(vote_prompt, 1) 293 | raw_ans = player.ask() 294 | 295 | # player.add_memory(raw_ans) 296 | pattern = '|'.join(options) 297 | try: 298 | ans = re.findall(pattern=pattern, string=raw_ans) 299 | if len(ans) == 1: 300 | ans = ans[0] 301 | else: 302 | ans = None 303 | except: 304 | ans = None 305 | 306 | temperature_offset = 0.05 307 | current_temperature = player.temperature 308 | cnt = 0 309 | while ans not in options: 310 | cnt += 1 311 | if player.model_name in SUPPORT_MODELS_WITH_MEMORY_LIST: 312 | player.memory_lst = player.memory_lst[:-3] 313 | player.memory_lst_idx = player.memory_lst_idx[:-3] 314 | 315 | # identity judgement 316 | player.add_event(identity_judgement, 1) 317 | ans = player.ask(min(current_temperature, 1.0)) 318 | player.add_memory(self.cot_modify(ans, 'voting', round+1)) 319 | vote_cot[player.name] = ans 320 | 321 | # vote phase 322 | player.add_event(vote_prompt, 1) 323 | raw_ans = player.ask(min(current_temperature, 1.0)) 324 | 325 | try: 326 | ans = re.findall(pattern=pattern, string=raw_ans) 327 | if len(ans) == 1: 328 | ans = ans[0] 329 | else: 330 | ans = None 331 | current_temperature += temperature_offset 332 | except: 333 | current_temperature += temperature_offset 334 | else: 335 | try: 336 | raw_ans = player.ask(min(current_temperature, 1.0)) 337 | ans = re.findall(pattern=pattern, string=raw_ans) 338 | if len(ans) == 1: 339 | ans = ans[0] 340 | else: 341 | current_temperature += temperature_offset 342 | except: 343 | current_temperature += temperature_offset 344 | if cnt >= 3: 345 | break 346 | player.add_memory(raw_ans, 0) 347 | 348 | vote_result = self.prompts['vote_result'].format(name1=player.name, name2=ans, response=raw_ans) 349 | if PRINT_LOG: 350 | print(vote_result) 351 | vote_save_dct[player.name] = vote_result 352 | 353 | results[ans] += 1 354 | 355 | 356 | max_value = max(results.values()) 357 | max_keys = [k for k, v in results.items() if v == max_value] 358 | round += 1 359 | if len(max_keys) == 1: 360 | break 361 | elif len(max_keys) == len(self.players): 362 | broadcast_news = self.prompts['tie_prompt'].format(options=max_keys) 363 | self.save_file["rounds"][f"round-{round}"] = { 364 | "describe": describe_save_dct, 365 | "describe_cot": describe_cot, 366 | "vote": vote_save_dct, 367 | "vote_cot": vote_cot, 368 | "vote_num": results, 369 | "result": broadcast_news 370 | } 371 | self.spy_candidates = self.player_names 372 | self.villager_candidates = self.player_names 373 | else: 374 | broadcast_news = self.prompts['tie_prompt'].format(options=max_keys) 375 | self.save_file["rounds"][f"round-{round}"] = { 376 | "describe": describe_save_dct, 377 | "describe_cot": describe_cot, 378 | "vote": vote_save_dct, 379 | "vote_cot": vote_cot, 380 | "vote_num": results, 381 | "result": broadcast_news 382 | } 383 | if self.tie_restart: 384 | self.spy_candidates = self.player_names 385 | self.villager_candidates = self.player_names 386 | self.tie_restart = False 387 | else: 388 | self.spy_candidates = {name: self.player_names[name] for name in max_keys} 389 | self.villager_candidates = {name: self.player_names[name] for name in self.player_names if name not in max_keys} 390 | self.tie_restart = True 391 | if PRINT_LOG: 392 | print(broadcast_news) 393 | self.broadcast(broadcast_news) 394 | 395 | selected_name = max_keys[0] 396 | 397 | # checking state 398 | break_flag = False 399 | if selected_name == self.spy_name: 400 | # game over villager_win 401 | broadcast_news = self.prompts['villager_win'].format(selected_name=selected_name, spy_word=self.spy_word, villager_word=self.villager_word) 402 | self.save_file['win'] = 'villager' 403 | break_flag = True 404 | elif len(self.players) == 3: 405 | # game over spy_win 406 | broadcast_news = self.prompts['spy_win'].format(selected_name=selected_name, spy_name=self.spy_name, spy_word=self.spy_word, villager_word=self.villager_word) 407 | self.save_file['win'] = 'spy' 408 | break_flag = True 409 | else: 410 | # remove the selected player 411 | broadcast_news = self.prompts['continue'].format(selected_name=selected_name) 412 | selected_player = None 413 | for player in self.players: 414 | if player.name == selected_name: 415 | selected_player = player 416 | self.save_file['players'][selected_name] = selected_player.memory_lst 417 | self.save_file['players_idx'][selected_name] = list(selected_player.memory_lst_idx) 418 | self.players.remove(selected_player) 419 | self.player_names.pop(selected_name) 420 | del selected_player 421 | self.spy_candidates = self.player_names 422 | self.villager_candidates = self.player_names 423 | 424 | if PRINT_LOG: 425 | print(broadcast_news) 426 | self.broadcast(broadcast_news) 427 | self.save_file["rounds"][f"round-{round}"] = { 428 | "describe": describe_save_dct, 429 | "describe_cot": describe_cot, 430 | "vote": vote_save_dct, 431 | "vote_cot": vote_cot, 432 | "vote_num": results, 433 | "result": broadcast_news 434 | } 435 | if break_flag: 436 | break 437 | 438 | for player in self.players: 439 | self.save_file['players'][player.name] = player.memory_lst 440 | self.save_file['players_idx'][player.name] = list(player.memory_lst_idx) 441 | del player 442 | 443 | 444 | 445 | 446 | 447 | if __name__ == "__main__": 448 | 449 | spygame_path = os.path.abspath(__file__).rsplit('/', 1)[0] 450 | 451 | parser = argparse.ArgumentParser() 452 | parser.add_argument('--keywords-path', type=str, default=f"{spygame_path}/prompt/keyword_set.json") 453 | parser.add_argument('--prompts-path', type=str, default=f"{spygame_path}/prompt/prompts.json") 454 | parser.add_argument('--guest-agent', type=str, default='gpt-4-0613') 455 | parser.add_argument('--host-agent', type=str, default='gpt-3.5-turbo-0613') 456 | parser.add_argument('--guest-identity', type=str, choices=['spy', 'villager'], default='spy') 457 | parser.add_argument('--temperature', type=float, default=0.3) 458 | parser.add_argument('--num-players', type=int, default=4) 459 | parser.add_argument('--max-rounds', type=int, default=7) 460 | parser.add_argument('--sleep-time', type=int, default=0) 461 | args = parser.parse_args() 462 | 463 | save_file_dir = spygame_path + f'/benchmark/{args.host_agent}/{args.guest_agent}' 464 | if not os.path.exists(save_file_dir): 465 | os.makedirs(save_file_dir) 466 | 467 | keywords = json.load(open(args.keywords_path)) 468 | prompts = json.load(open(args.prompts_path)) 469 | 470 | total_files = len(keywords) * 2 471 | 472 | for keyword_pair, i in tqdm(itertools.product(keywords, range(2)), total=total_files): 473 | 474 | # try: 475 | file_name = f'{keyword_pair[i]}.json' 476 | files = os.listdir(save_file_dir) 477 | if file_name in files: 478 | continue 479 | 480 | seed = random.randrange(10000) 481 | random.seed(seed) 482 | spy_game = SpyGame( 483 | guest_agent = args.guest_agent, 484 | host_agent = args.host_agent, 485 | temperature = args.temperature, 486 | num_players = args.num_players, 487 | max_rounds = args.max_rounds, 488 | spy_word = keyword_pair[i], 489 | villager_word = keyword_pair[i-1], 490 | guest_identity = args.guest_identity, 491 | sleep_time = args.sleep_time, 492 | prompts = prompts, 493 | seed = seed, 494 | save_file_path=f'{save_file_dir}/{file_name}' 495 | ) 496 | spy_game.run() 497 | spy_game.save() 498 | 499 | # except: 500 | # pass -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU General Public License 2 | ========================== 3 | 4 | _Version 3, 29 June 2007_ 5 | _Copyright © 2007 Free Software Foundation, Inc. <>_ 6 | 7 | Everyone is permitted to copy and distribute verbatim copies of this license 8 | document, but changing it is not allowed. 9 | 10 | ## Preamble 11 | 12 | The GNU General Public License is a free, copyleft license for software and other 13 | kinds of works. 14 | 15 | The licenses for most software and other practical works are designed to take away 16 | your freedom to share and change the works. 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No Surrender of Others' Freedom 472 | 473 | If conditions are imposed on you (whether by court order, agreement or otherwise) 474 | that contradict the conditions of this License, they do not excuse you from the 475 | conditions of this License. If you cannot convey a covered work so as to satisfy 476 | simultaneously your obligations under this License and any other pertinent 477 | obligations, then as a consequence you may not convey it at all. For example, if you 478 | agree to terms that obligate you to collect a royalty for further conveying from 479 | those to whom you convey the Program, the only way you could satisfy both those terms 480 | and this License would be to refrain entirely from conveying the Program. 481 | 482 | ### 13. Use with the GNU Affero General Public License 483 | 484 | Notwithstanding any other provision of this License, you have permission to link or 485 | combine any covered work with a work licensed under version 3 of the GNU Affero 486 | General Public License into a single combined work, and to convey the resulting work. 487 | The terms of this License will continue to apply to the part which is the covered 488 | work, but the special requirements of the GNU Affero General Public License, section 489 | 13, concerning interaction through a network will apply to the combination as such. 490 | 491 | ### 14. Revised Versions of this License 492 | 493 | The Free Software Foundation may publish revised and/or new versions of the GNU 494 | General Public License from time to time. Such new versions will be similar in spirit 495 | to the present version, but may differ in detail to address new problems or concerns. 496 | 497 | Each version is given a distinguishing version number. If the Program specifies that 498 | a certain numbered version of the GNU General Public License “or any later 499 | version” applies to it, you have the option of following the terms and 500 | conditions either of that numbered version or of any later version published by the 501 | Free Software Foundation. If the Program does not specify a version number of the GNU 502 | General Public License, you may choose any version ever published by the Free 503 | Software Foundation. 504 | 505 | If the Program specifies that a proxy can decide which future versions of the GNU 506 | General Public License can be used, that proxy's public statement of acceptance of a 507 | version permanently authorizes you to choose that version for the Program. 508 | 509 | Later license versions may give you additional or different permissions. However, no 510 | additional obligations are imposed on any author or copyright holder as a result of 511 | your choosing to follow a later version. 512 | 513 | ### 15. Disclaimer of Warranty 514 | 515 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. 516 | EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES 517 | PROVIDE THE PROGRAM “AS IS” WITHOUT WARRANTY OF ANY KIND, EITHER 518 | EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF 519 | MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE 520 | QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE 521 | DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 522 | 523 | ### 16. Limitation of Liability 524 | 525 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL ANY 526 | COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS THE PROGRAM AS 527 | PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, 528 | INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE 529 | PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE 530 | OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE 531 | WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE 532 | POSSIBILITY OF SUCH DAMAGES. 533 | 534 | ### 17. Interpretation of Sections 15 and 16 535 | 536 | If the disclaimer of warranty and limitation of liability provided above cannot be 537 | given local legal effect according to their terms, reviewing courts shall apply local 538 | law that most closely approximates an absolute waiver of all civil liability in 539 | connection with the Program, unless a warranty or assumption of liability accompanies 540 | a copy of the Program in return for a fee. 541 | 542 | _END OF TERMS AND CONDITIONS_ 543 | 544 | ## How to Apply These Terms to Your New Programs 545 | 546 | If you develop a new program, and you want it to be of the greatest possible use to 547 | the public, the best way to achieve this is to make it free software which everyone 548 | can redistribute and change under these terms. 549 | 550 | To do so, attach the following notices to the program. It is safest to attach them 551 | to the start of each source file to most effectively state the exclusion of warranty; 552 | and each file should have at least the “copyright” line and a pointer to 553 | where the full notice is found. 554 | 555 | SpyGame: An interactive multi-agent framework to evaluate intelligence with large language models 556 | Copyright (C) 2023 Tian Liang and Zhiwei He and Wenxiang Jiao and Xing Wang 557 | 558 | This program is free software: you can redistribute it and/or modify 559 | it under the terms of the GNU General Public License as published by 560 | the Free Software Foundation, either version 3 of the License, or 561 | (at your option) any later version. 562 | 563 | This program is distributed in the hope that it will be useful, 564 | but WITHOUT ANY WARRANTY; without even the implied warranty of 565 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 566 | GNU General Public License for more details. 567 | 568 | You should have received a copy of the GNU General Public License 569 | along with this program. If not, see . 570 | 571 | Also add information on how to contact you by electronic and paper mail. 572 | 573 | If the program does terminal interaction, make it output a short notice like this 574 | when it starts in an interactive mode: 575 | 576 | MAD Copyright (C) 2023 Tian Liang and Zhiwei He and Wenxiang Jiao and Xing Wang 577 | This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'. 578 | This is free software, and you are welcome to redistribute it 579 | under certain conditions; type 'show c' for details. 580 | 581 | The hypothetical commands `show w` and `show c` should show the appropriate parts of 582 | the General Public License. Of course, your program's commands might be different; 583 | for a GUI interface, you would use an “about box”. 584 | 585 | You should also get your employer (if you work as a programmer) or school, if any, to 586 | sign a “copyright disclaimer” for the program, if necessary. For more 587 | information on this, and how to apply and follow the GNU GPL, see 588 | <>. 589 | 590 | The GNU General Public License does not permit incorporating your program into 591 | proprietary programs. If your program is a subroutine library, you may consider it 592 | more useful to permit linking proprietary applications with the library. If this is 593 | what you want to do, use the GNU Lesser General Public License instead of this 594 | License. But first, please read 595 | <>. -------------------------------------------------------------------------------- /benchmark/gpt-3.5-turbo-0613/gpt-4-0613/Hotdog.json: -------------------------------------------------------------------------------- 1 | { 2 | "game_name": "SpyGame", 3 | "start_time": "2023-10-24_08:19:18", 4 | "end_time": "2023-10-24_08:23:05", 5 | "win": "villager", 6 | "spy": "Player 3 (Hotdog)", 7 | "spy_word": "Hotdog", 8 | "villager_word": "Sandwich", 9 | "host_agent": "gpt-3.5-turbo-0613", 10 | "guest_agent": "gpt-4-0613", 11 | "guest_identity": "spy", 12 | "guest_name": "Player 3", 13 | "temperature": 0.3, 14 | "num_players": 4, 15 | "max_rounds": 7, 16 | "players_model": { 17 | "Player 3": [ 18 | "gpt-4-0613", 19 | "Hotdog" 20 | ], 21 | "Player 2": [ 22 | "gpt-3.5-turbo-0613", 23 | "Sandwich" 24 | ], 25 | "Player 4": [ 26 | "gpt-3.5-turbo-0613", 27 | "Sandwich" 28 | ], 29 | "Player 1": [ 30 | "gpt-3.5-turbo-0613", 31 | "Sandwich" 32 | ] 33 | }, 34 | "seed": 4433, 35 | "rounds": { 36 | "round-1": { 37 | "describe": { 38 | "Player 3": "Player 3: It's a popular snack at baseball games and carnivals.", 39 | "Player 4": "Player 4: It's a versatile meal with layers of delicious fillings.", 40 | "Player 2": "Player 2: It's a portable meal that can be enjoyed on-the-go.", 41 | "Player 1": "Player 1: It's a classic lunch option with a variety of fillings." 42 | }, 43 | "describe_cot": { 44 | "Player 4": "Player 4: Based on Player 3's description, I believe their keyword is \"Popcorn\".", 45 | "Player 2": "Player 2: Based on their descriptions, I think Player 3's keyword might be Hot Dog and Player 4's keyword might be Sandwich.", 46 | "Player 1": "Player 1: Based on the descriptions given, I believe Player 2's keyword is Sandwich." 47 | }, 48 | "vote": { 49 | "Player 3": "Host: Player 3 votes for Player 4. Reason: Player 3: I vote for Player 4.", 50 | "Player 2": "Host: Player 2 votes for Player 3. Reason: Player 2: I vote for Player 3.", 51 | "Player 4": "Host: Player 4 votes for Player 3. Reason: Player 4: I vote for Player 3.", 52 | "Player 1": "Host: Player 1 votes for Player 3. Reason: Player 1: I vote for Player 3." 53 | }, 54 | "vote_cot": { 55 | "Player 3": "Player 3: Based on the descriptions, I think 'Player 1', 'Player 2', and myself are villagers because our descriptions match the characteristics of a hotdog. However, 'Player 4' mentioned \"layers of delicious fillings\" which seems a bit off from the keyword hotdog. So, I suspect 'Player 4' might be the spy.", 56 | "Player 2": "Player 2: Based on the descriptions given, I believe Player 1's keyword is Sandwich, Player 3's keyword is Hot Dog, and Player 4's keyword is Sandwich. As for myself, I am also a villager player with the keyword Sandwich. Therefore, the spy player must be Player 3.", 57 | "Player 4": "Player 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 are all villagers. Their descriptions align with the keyword \"Sandwich\". As for myself, I also have the keyword \"Sandwich\". Therefore, I believe the spy player is Player 4.", 58 | "Player 1": "Player 1: Based on the descriptions given, I believe Player 2's keyword is Sandwich. However, I cannot determine the identity of the spy player at this point." 59 | }, 60 | "vote_num": { 61 | "Player 1": 0, 62 | "Player 2": 0, 63 | "Player 3": 3, 64 | "Player 4": 1 65 | }, 66 | "result": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Hotdog\tvillager's word: Sandwich" 67 | } 68 | }, 69 | "players": { 70 | "Player 3": [ 71 | { 72 | "role": "system", 73 | "content": "You are Player 3. Your keyword is Hotdog. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 74 | }, 75 | { 76 | "role": "user", 77 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 4', 'Player 2', 'Player 1']." 78 | }, 79 | { 80 | "role": "user", 81 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 3, it's your turn to describe \"Hotdog\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 82 | }, 83 | { 84 | "role": "assistant", 85 | "content": "Player 3: It's a popular snack at baseball games and carnivals." 86 | }, 87 | { 88 | "role": "user", 89 | "content": "Player 4: It's a versatile meal with layers of delicious fillings." 90 | }, 91 | { 92 | "role": "user", 93 | "content": "Player 2: It's a portable meal that can be enjoyed on-the-go." 94 | }, 95 | { 96 | "role": "user", 97 | "content": "Player 1: It's a classic lunch option with a variety of fillings." 98 | }, 99 | { 100 | "role": "user", 101 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 102 | }, 103 | { 104 | "role": "user", 105 | "content": "System: 1. Your keyword is: Hotdog. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Hotdog. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 3, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 106 | }, 107 | { 108 | "role": "assistant", 109 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 3: Based on the descriptions, I think 'Player 1', 'Player 2', and myself are villagers because our descriptions match the characteristics of a hotdog. However, 'Player 4' mentioned \"layers of delicious fillings\" which seems a bit off from the keyword hotdog. So, I suspect 'Player 4' might be the spy." 110 | }, 111 | { 112 | "role": "user", 113 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 3, it's your turn to vote one name from ['Player 1', 'Player 2', 'Player 4'] without reason." 114 | }, 115 | { 116 | "role": "assistant", 117 | "content": "Player 3: I vote for Player 4." 118 | }, 119 | { 120 | "role": "user", 121 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Hotdog\tvillager's word: Sandwich" 122 | } 123 | ], 124 | "Player 2": [ 125 | { 126 | "role": "system", 127 | "content": "You are Player 2. Your keyword is Sandwich. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 128 | }, 129 | { 130 | "role": "user", 131 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 4', 'Player 2', 'Player 1']." 132 | }, 133 | { 134 | "role": "user", 135 | "content": "Player 3: It's a popular snack at baseball games and carnivals." 136 | }, 137 | { 138 | "role": "user", 139 | "content": "Player 4: It's a versatile meal with layers of delicious fillings." 140 | }, 141 | { 142 | "role": "user", 143 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Sandwich.\n\nHost: Player 2, it's your turn to guess the keywords of these players ['Player 3', 'Player 4']." 144 | }, 145 | { 146 | "role": "assistant", 147 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 2: Based on their descriptions, I think Player 3's keyword might be Hot Dog and Player 4's keyword might be Sandwich." 148 | }, 149 | { 150 | "role": "user", 151 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 2, it's your turn to describe \"Sandwich\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 152 | }, 153 | { 154 | "role": "assistant", 155 | "content": "Player 2: It's a portable meal that can be enjoyed on-the-go." 156 | }, 157 | { 158 | "role": "user", 159 | "content": "Player 1: It's a classic lunch option with a variety of fillings." 160 | }, 161 | { 162 | "role": "user", 163 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 164 | }, 165 | { 166 | "role": "user", 167 | "content": "System: 1. Your keyword is: Sandwich. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Sandwich. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 2, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 168 | }, 169 | { 170 | "role": "assistant", 171 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 2: Based on the descriptions given, I believe Player 1's keyword is Sandwich, Player 3's keyword is Hot Dog, and Player 4's keyword is Sandwich. As for myself, I am also a villager player with the keyword Sandwich. Therefore, the spy player must be Player 3." 172 | }, 173 | { 174 | "role": "user", 175 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 2, it's your turn to vote one name from ['Player 3', 'Player 1', 'Player 4'] without reason." 176 | }, 177 | { 178 | "role": "assistant", 179 | "content": "Player 2: I vote for Player 3." 180 | }, 181 | { 182 | "role": "user", 183 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Hotdog\tvillager's word: Sandwich" 184 | } 185 | ], 186 | "Player 4": [ 187 | { 188 | "role": "system", 189 | "content": "You are Player 4. Your keyword is Sandwich. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 190 | }, 191 | { 192 | "role": "user", 193 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 4', 'Player 2', 'Player 1']." 194 | }, 195 | { 196 | "role": "user", 197 | "content": "Player 3: It's a popular snack at baseball games and carnivals." 198 | }, 199 | { 200 | "role": "user", 201 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Sandwich.\n\nHost: Player 4, it's your turn to guess the keywords of these players ['Player 3']." 202 | }, 203 | { 204 | "role": "assistant", 205 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 4: Based on Player 3's description, I believe their keyword is \"Popcorn\"." 206 | }, 207 | { 208 | "role": "user", 209 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 4, it's your turn to describe \"Sandwich\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 210 | }, 211 | { 212 | "role": "assistant", 213 | "content": "Player 4: It's a versatile meal with layers of delicious fillings." 214 | }, 215 | { 216 | "role": "user", 217 | "content": "Player 2: It's a portable meal that can be enjoyed on-the-go." 218 | }, 219 | { 220 | "role": "user", 221 | "content": "Player 1: It's a classic lunch option with a variety of fillings." 222 | }, 223 | { 224 | "role": "user", 225 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 226 | }, 227 | { 228 | "role": "user", 229 | "content": "System: 1. Your keyword is: Sandwich. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Sandwich. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 4, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 230 | }, 231 | { 232 | "role": "assistant", 233 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 are all villagers. Their descriptions align with the keyword \"Sandwich\". As for myself, I also have the keyword \"Sandwich\". Therefore, I believe the spy player is Player 4." 234 | }, 235 | { 236 | "role": "user", 237 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 4, it's your turn to vote one name from ['Player 3', 'Player 2', 'Player 1'] without reason." 238 | }, 239 | { 240 | "role": "assistant", 241 | "content": "Player 4: I vote for Player 3." 242 | }, 243 | { 244 | "role": "user", 245 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Hotdog\tvillager's word: Sandwich" 246 | } 247 | ], 248 | "Player 1": [ 249 | { 250 | "role": "system", 251 | "content": "You are Player 1. Your keyword is Sandwich. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 252 | }, 253 | { 254 | "role": "user", 255 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 4', 'Player 2', 'Player 1']." 256 | }, 257 | { 258 | "role": "user", 259 | "content": "Player 3: It's a popular snack at baseball games and carnivals." 260 | }, 261 | { 262 | "role": "user", 263 | "content": "Player 4: It's a versatile meal with layers of delicious fillings." 264 | }, 265 | { 266 | "role": "user", 267 | "content": "Player 2: It's a portable meal that can be enjoyed on-the-go." 268 | }, 269 | { 270 | "role": "user", 271 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Sandwich.\n\nHost: Player 1, it's your turn to guess the keywords of these players ['Player 2', 'Player 3', 'Player 4']." 272 | }, 273 | { 274 | "role": "assistant", 275 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 1: Based on the descriptions given, I believe Player 2's keyword is Sandwich." 276 | }, 277 | { 278 | "role": "user", 279 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 1, it's your turn to describe \"Sandwich\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 280 | }, 281 | { 282 | "role": "assistant", 283 | "content": "Player 1: It's a classic lunch option with a variety of fillings." 284 | }, 285 | { 286 | "role": "user", 287 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 288 | }, 289 | { 290 | "role": "user", 291 | "content": "System: 1. Your keyword is: Sandwich. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Sandwich. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 1, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 292 | }, 293 | { 294 | "role": "assistant", 295 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 1: Based on the descriptions given, I believe Player 2's keyword is Sandwich. However, I cannot determine the identity of the spy player at this point." 296 | }, 297 | { 298 | "role": "user", 299 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 1, it's your turn to vote one name from ['Player 3', 'Player 4', 'Player 2'] without reason." 300 | }, 301 | { 302 | "role": "assistant", 303 | "content": "Player 1: I vote for Player 3." 304 | }, 305 | { 306 | "role": "user", 307 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Hotdog\tvillager's word: Sandwich" 308 | } 309 | ] 310 | }, 311 | "players_idx": { 312 | "Player 3": [ 313 | 9996.0, 314 | 9996.0, 315 | -2.0, 316 | 9997.0, 317 | 9997.0, 318 | 9997.0, 319 | 9997.0, 320 | 9997.0, 321 | -1.0, 322 | 9998.0, 323 | 0.0, 324 | 0.0, 325 | 9999.0 326 | ], 327 | "Player 2": [ 328 | 9995.0, 329 | 9995.0, 330 | 9995.0, 331 | 9995.0, 332 | -3.0, 333 | 9996.0, 334 | -2.0, 335 | 9997.0, 336 | 9997.0, 337 | 9997.0, 338 | -1.0, 339 | 9998.0, 340 | 0.0, 341 | 0.0, 342 | 9999.0 343 | ], 344 | "Player 4": [ 345 | 9995.0, 346 | 9995.0, 347 | 9995.0, 348 | -3.0, 349 | 9996.0, 350 | -2.0, 351 | 9997.0, 352 | 9997.0, 353 | 9997.0, 354 | 9997.0, 355 | -1.0, 356 | 9998.0, 357 | 0.0, 358 | 0.0, 359 | 9999.0 360 | ], 361 | "Player 1": [ 362 | 9995.0, 363 | 9995.0, 364 | 9995.0, 365 | 9995.0, 366 | 9995.0, 367 | -3.0, 368 | 9996.0, 369 | -2.0, 370 | 9997.0, 371 | 9997.0, 372 | -1.0, 373 | 9998.0, 374 | 0.0, 375 | 0.0, 376 | 9999.0 377 | ] 378 | }, 379 | "prompts": { 380 | "meta_prompt": "You are {name}. Your keyword is {secret_word}. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are {num_players} players. 2. Every player has an identity, either as a villager or a spy. There are {num_villager} villager players and {num_spy} spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game.", 381 | "word_judgement": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. {num_villager} villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is {player_secret_word}.\n\nHost: {name}, it's your turn to guess the keywords of these players {options}.", 382 | "describe_prompt": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: {name}, it's your turn to describe \"{secret_word}\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective.", 383 | "identity_judgement": "System: 1. Your keyword is: {player_secret_word}. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. {num_villager} villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is {player_secret_word}. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: {name}, it's your turn to guess the keywords and identities of these players {options}, including yourself. You must identify the only one spy player.", 384 | "vote_prompt": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: {name}, it's your turn to vote one name from {options} without reason.", 385 | "vote_result": "Host: {name1} votes for {name2}. Reason: {response}", 386 | "spy_win": "Host: {selected_name} is not the spy, the spy player {spy_name} has survived untill the end. The spy player wins, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 387 | "villager_win": "Host: {selected_name} is the spy and has been voted out. The villager players win, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 388 | "continue": "Host: {selected_name} has been voted out, but he/she is not the spy player. Let's continue the game.", 389 | "tie_prompt": "Host: There is a tie among {options}. They will proceed with a new round of descriptions, and the remaining players will vote again.", 390 | "json_save": "Now, please output your judgement in json format, with the format as follows: {json_format}." 391 | } 392 | } -------------------------------------------------------------------------------- /benchmark/gpt-3.5-turbo-0613/gpt-4-0613/Durian.json: -------------------------------------------------------------------------------- 1 | { 2 | "game_name": "SpyGame", 3 | "start_time": "2023-10-24_08:15:24", 4 | "end_time": "2023-10-24_08:19:18", 5 | "win": "villager", 6 | "spy": "Player 3 (Durian)", 7 | "spy_word": "Durian", 8 | "villager_word": "Jackfruit", 9 | "host_agent": "gpt-3.5-turbo-0613", 10 | "guest_agent": "gpt-4-0613", 11 | "guest_identity": "spy", 12 | "guest_name": "Player 3", 13 | "temperature": 0.3, 14 | "num_players": 4, 15 | "max_rounds": 7, 16 | "players_model": { 17 | "Player 1": [ 18 | "gpt-3.5-turbo-0613", 19 | "Jackfruit" 20 | ], 21 | "Player 3": [ 22 | "gpt-4-0613", 23 | "Durian" 24 | ], 25 | "Player 4": [ 26 | "gpt-3.5-turbo-0613", 27 | "Jackfruit" 28 | ], 29 | "Player 2": [ 30 | "gpt-3.5-turbo-0613", 31 | "Jackfruit" 32 | ] 33 | }, 34 | "seed": 3272, 35 | "rounds": { 36 | "round-1": { 37 | "describe": { 38 | "Player 3": "Player 3: It's a unique, tropical fruit with a strong, distinctive aroma.", 39 | "Player 2": "Player 2: It's a large, tropical fruit with a sweet and juicy flesh.", 40 | "Player 1": "Player 1: It's a versatile fruit used in both savory and sweet dishes.", 41 | "Player 4": "Player 4: It's a tropical fruit with a spiky exterior and yellow flesh." 42 | }, 43 | "describe_cot": { 44 | "Player 2": "Player 2: Based on Player 3's description, I think their keyword might be Durian.", 45 | "Player 1": "Player 1: Based on their descriptions, I think Player 2's keyword might be Jackfruit. As for Player 3, I'm not quite sure yet.", 46 | "Player 4": "Player 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 all have the keyword \"Jackfruit\"." 47 | }, 48 | "vote": { 49 | "Player 1": "Host: Player 1 votes for Player 3. Reason: Host: I vote for Player 3.", 50 | "Player 3": "Host: Player 3 votes for Player 1. Reason: Player 3: I vote for Player 1.", 51 | "Player 4": "Host: Player 4 votes for Player 3. Reason: Player 4: I vote for Player 3.", 52 | "Player 2": "Host: Player 2 votes for Player 4. Reason: Player 2: I vote for Player 4." 53 | }, 54 | "vote_cot": { 55 | "Player 1": "Player 1: Based on the descriptions, I believe Player 2's keyword is Jackfruit. As for Player 3 and Player 4, their descriptions align with the keyword Jackfruit as well. However, my own description of the keyword Jackfruit is different from theirs. Therefore, I suspect that I am the spy player and the other three players are villagers.", 56 | "Player 3": "Player 3: Based on the descriptions, I believe that 'Player 1', 'Player 2', and 'Player 4' are describing the same fruit as me, which is a large, tropical fruit with a distinctive aroma. Therefore, I think we are all villager players. However, 'Player 1' mentioned that the fruit is used in both savory and sweet dishes, which doesn't quite align with the rest of our descriptions. So, I suspect 'Player 1' might be the spy player.", 57 | "Player 4": "Player 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 are all villagers with the keyword \"Jackfruit\". As for myself, I am also a villager with the keyword \"Jackfruit\". Therefore, the spy player must be Player 4.", 58 | "Player 2": "Player 2: Based on the descriptions given, I believe Player 3's keyword is Durian, Player 1's keyword is Mango, and Player 4's keyword is Pineapple. As for myself, my keyword is Jackfruit. Therefore, I believe Player 2 is the spy player." 59 | }, 60 | "vote_num": { 61 | "Player 1": 1, 62 | "Player 2": 0, 63 | "Player 3": 2, 64 | "Player 4": 1 65 | }, 66 | "result": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Durian\tvillager's word: Jackfruit" 67 | } 68 | }, 69 | "players": { 70 | "Player 1": [ 71 | { 72 | "role": "system", 73 | "content": "You are Player 1. Your keyword is Jackfruit. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 74 | }, 75 | { 76 | "role": "user", 77 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 2', 'Player 1', 'Player 4']." 78 | }, 79 | { 80 | "role": "user", 81 | "content": "Player 3: It's a unique, tropical fruit with a strong, distinctive aroma." 82 | }, 83 | { 84 | "role": "user", 85 | "content": "Player 2: It's a large, tropical fruit with a sweet and juicy flesh." 86 | }, 87 | { 88 | "role": "user", 89 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Jackfruit.\n\nHost: Player 1, it's your turn to guess the keywords of these players ['Player 2', 'Player 3']." 90 | }, 91 | { 92 | "role": "assistant", 93 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 1: Based on their descriptions, I think Player 2's keyword might be Jackfruit. As for Player 3, I'm not quite sure yet." 94 | }, 95 | { 96 | "role": "user", 97 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 1, it's your turn to describe \"Jackfruit\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 98 | }, 99 | { 100 | "role": "assistant", 101 | "content": "Player 1: It's a versatile fruit used in both savory and sweet dishes." 102 | }, 103 | { 104 | "role": "user", 105 | "content": "Player 4: It's a tropical fruit with a spiky exterior and yellow flesh." 106 | }, 107 | { 108 | "role": "user", 109 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 110 | }, 111 | { 112 | "role": "user", 113 | "content": "System: 1. Your keyword is: Jackfruit. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Jackfruit. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 1, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 114 | }, 115 | { 116 | "role": "assistant", 117 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 1: Based on the descriptions, I believe Player 2's keyword is Jackfruit. As for Player 3 and Player 4, their descriptions align with the keyword Jackfruit as well. However, my own description of the keyword Jackfruit is different from theirs. Therefore, I suspect that I am the spy player and the other three players are villagers." 118 | }, 119 | { 120 | "role": "user", 121 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 1, it's your turn to vote one name from ['Player 3', 'Player 2', 'Player 4'] without reason." 122 | }, 123 | { 124 | "role": "assistant", 125 | "content": "Host: I vote for Player 3." 126 | }, 127 | { 128 | "role": "user", 129 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Durian\tvillager's word: Jackfruit" 130 | } 131 | ], 132 | "Player 3": [ 133 | { 134 | "role": "system", 135 | "content": "You are Player 3. Your keyword is Durian. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 136 | }, 137 | { 138 | "role": "user", 139 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 2', 'Player 1', 'Player 4']." 140 | }, 141 | { 142 | "role": "user", 143 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 3, it's your turn to describe \"Durian\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 144 | }, 145 | { 146 | "role": "assistant", 147 | "content": "Player 3: It's a unique, tropical fruit with a strong, distinctive aroma." 148 | }, 149 | { 150 | "role": "user", 151 | "content": "Player 2: It's a large, tropical fruit with a sweet and juicy flesh." 152 | }, 153 | { 154 | "role": "user", 155 | "content": "Player 1: It's a versatile fruit used in both savory and sweet dishes." 156 | }, 157 | { 158 | "role": "user", 159 | "content": "Player 4: It's a tropical fruit with a spiky exterior and yellow flesh." 160 | }, 161 | { 162 | "role": "user", 163 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 164 | }, 165 | { 166 | "role": "user", 167 | "content": "System: 1. Your keyword is: Durian. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Durian. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 3, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 168 | }, 169 | { 170 | "role": "assistant", 171 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 3: Based on the descriptions, I believe that 'Player 1', 'Player 2', and 'Player 4' are describing the same fruit as me, which is a large, tropical fruit with a distinctive aroma. Therefore, I think we are all villager players. However, 'Player 1' mentioned that the fruit is used in both savory and sweet dishes, which doesn't quite align with the rest of our descriptions. So, I suspect 'Player 1' might be the spy player." 172 | }, 173 | { 174 | "role": "user", 175 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 3, it's your turn to vote one name from ['Player 2', 'Player 4', 'Player 1'] without reason." 176 | }, 177 | { 178 | "role": "assistant", 179 | "content": "Player 3: I vote for Player 1." 180 | }, 181 | { 182 | "role": "user", 183 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Durian\tvillager's word: Jackfruit" 184 | } 185 | ], 186 | "Player 4": [ 187 | { 188 | "role": "system", 189 | "content": "You are Player 4. Your keyword is Jackfruit. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 190 | }, 191 | { 192 | "role": "user", 193 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 2', 'Player 1', 'Player 4']." 194 | }, 195 | { 196 | "role": "user", 197 | "content": "Player 3: It's a unique, tropical fruit with a strong, distinctive aroma." 198 | }, 199 | { 200 | "role": "user", 201 | "content": "Player 2: It's a large, tropical fruit with a sweet and juicy flesh." 202 | }, 203 | { 204 | "role": "user", 205 | "content": "Player 1: It's a versatile fruit used in both savory and sweet dishes." 206 | }, 207 | { 208 | "role": "user", 209 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Jackfruit.\n\nHost: Player 4, it's your turn to guess the keywords of these players ['Player 1', 'Player 2', 'Player 3']." 210 | }, 211 | { 212 | "role": "assistant", 213 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 all have the keyword \"Jackfruit\"." 214 | }, 215 | { 216 | "role": "user", 217 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 4, it's your turn to describe \"Jackfruit\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 218 | }, 219 | { 220 | "role": "assistant", 221 | "content": "Player 4: It's a tropical fruit with a spiky exterior and yellow flesh." 222 | }, 223 | { 224 | "role": "user", 225 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 226 | }, 227 | { 228 | "role": "user", 229 | "content": "System: 1. Your keyword is: Jackfruit. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Jackfruit. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 4, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 230 | }, 231 | { 232 | "role": "assistant", 233 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 4: Based on the descriptions given, I believe Player 1, Player 2, and Player 3 are all villagers with the keyword \"Jackfruit\". As for myself, I am also a villager with the keyword \"Jackfruit\". Therefore, the spy player must be Player 4." 234 | }, 235 | { 236 | "role": "user", 237 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 4, it's your turn to vote one name from ['Player 3', 'Player 2', 'Player 1'] without reason." 238 | }, 239 | { 240 | "role": "assistant", 241 | "content": "Player 4: I vote for Player 3." 242 | }, 243 | { 244 | "role": "user", 245 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Durian\tvillager's word: Jackfruit" 246 | } 247 | ], 248 | "Player 2": [ 249 | { 250 | "role": "system", 251 | "content": "You are Player 2. Your keyword is Jackfruit. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 252 | }, 253 | { 254 | "role": "user", 255 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 3', 'Player 2', 'Player 1', 'Player 4']." 256 | }, 257 | { 258 | "role": "user", 259 | "content": "Player 3: It's a unique, tropical fruit with a strong, distinctive aroma." 260 | }, 261 | { 262 | "role": "user", 263 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Jackfruit.\n\nHost: Player 2, it's your turn to guess the keywords of these players ['Player 3']." 264 | }, 265 | { 266 | "role": "assistant", 267 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 2: Based on Player 3's description, I think their keyword might be Durian." 268 | }, 269 | { 270 | "role": "user", 271 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 2, it's your turn to describe \"Jackfruit\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 272 | }, 273 | { 274 | "role": "assistant", 275 | "content": "Player 2: It's a large, tropical fruit with a sweet and juicy flesh." 276 | }, 277 | { 278 | "role": "user", 279 | "content": "Player 1: It's a versatile fruit used in both savory and sweet dishes." 280 | }, 281 | { 282 | "role": "user", 283 | "content": "Player 4: It's a tropical fruit with a spiky exterior and yellow flesh." 284 | }, 285 | { 286 | "role": "user", 287 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 288 | }, 289 | { 290 | "role": "user", 291 | "content": "System: 1. Your keyword is: Jackfruit. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Jackfruit. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 2, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 292 | }, 293 | { 294 | "role": "assistant", 295 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 2: Based on the descriptions given, I believe Player 3's keyword is Durian, Player 1's keyword is Mango, and Player 4's keyword is Pineapple. As for myself, my keyword is Jackfruit. Therefore, I believe Player 2 is the spy player." 296 | }, 297 | { 298 | "role": "user", 299 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 2, it's your turn to vote one name from ['Player 1', 'Player 3', 'Player 4'] without reason." 300 | }, 301 | { 302 | "role": "assistant", 303 | "content": "Player 2: I vote for Player 4." 304 | }, 305 | { 306 | "role": "user", 307 | "content": "Host: Player 3 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Durian\tvillager's word: Jackfruit" 308 | } 309 | ] 310 | }, 311 | "players_idx": { 312 | "Player 1": [ 313 | 9995.0, 314 | 9995.0, 315 | 9995.0, 316 | 9995.0, 317 | -3.0, 318 | 9996.0, 319 | -2.0, 320 | 9997.0, 321 | 9997.0, 322 | 9997.0, 323 | -1.0, 324 | 9998.0, 325 | 0.0, 326 | 0.0, 327 | 9999.0 328 | ], 329 | "Player 3": [ 330 | 9996.0, 331 | 9996.0, 332 | -2.0, 333 | 9997.0, 334 | 9997.0, 335 | 9997.0, 336 | 9997.0, 337 | 9997.0, 338 | -1.0, 339 | 9998.0, 340 | 0.0, 341 | 0.0, 342 | 9999.0 343 | ], 344 | "Player 4": [ 345 | 9995.0, 346 | 9995.0, 347 | 9995.0, 348 | 9995.0, 349 | 9995.0, 350 | -3.0, 351 | 9996.0, 352 | -2.0, 353 | 9997.0, 354 | 9997.0, 355 | -1.0, 356 | 9998.0, 357 | 0.0, 358 | 0.0, 359 | 9999.0 360 | ], 361 | "Player 2": [ 362 | 9995.0, 363 | 9995.0, 364 | 9995.0, 365 | -3.0, 366 | 9996.0, 367 | -2.0, 368 | 9997.0, 369 | 9997.0, 370 | 9997.0, 371 | 9997.0, 372 | -1.0, 373 | 9998.0, 374 | 0.0, 375 | 0.0, 376 | 9999.0 377 | ] 378 | }, 379 | "prompts": { 380 | "meta_prompt": "You are {name}. Your keyword is {secret_word}. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are {num_players} players. 2. Every player has an identity, either as a villager or a spy. There are {num_villager} villager players and {num_spy} spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game.", 381 | "word_judgement": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. {num_villager} villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is {player_secret_word}.\n\nHost: {name}, it's your turn to guess the keywords of these players {options}.", 382 | "describe_prompt": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: {name}, it's your turn to describe \"{secret_word}\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective.", 383 | "identity_judgement": "System: 1. Your keyword is: {player_secret_word}. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. {num_villager} villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is {player_secret_word}. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: {name}, it's your turn to guess the keywords and identities of these players {options}, including yourself. You must identify the only one spy player.", 384 | "vote_prompt": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: {name}, it's your turn to vote one name from {options} without reason.", 385 | "vote_result": "Host: {name1} votes for {name2}. Reason: {response}", 386 | "spy_win": "Host: {selected_name} is not the spy, the spy player {spy_name} has survived untill the end. The spy player wins, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 387 | "villager_win": "Host: {selected_name} is the spy and has been voted out. The villager players win, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 388 | "continue": "Host: {selected_name} has been voted out, but he/she is not the spy player. Let's continue the game.", 389 | "tie_prompt": "Host: There is a tie among {options}. They will proceed with a new round of descriptions, and the remaining players will vote again.", 390 | "json_save": "Now, please output your judgement in json format, with the format as follows: {json_format}." 391 | } 392 | } -------------------------------------------------------------------------------- /benchmark/gpt-3.5-turbo-0613/gpt-4-0613/Jackfruit.json: -------------------------------------------------------------------------------- 1 | { 2 | "game_name": "SpyGame", 3 | "start_time": "2023-10-24_08:11:23", 4 | "end_time": "2023-10-24_08:15:23", 5 | "win": "villager", 6 | "spy": "Player 4 (Jackfruit)", 7 | "spy_word": "Jackfruit", 8 | "villager_word": "Durian", 9 | "host_agent": "gpt-3.5-turbo-0613", 10 | "guest_agent": "gpt-4-0613", 11 | "guest_identity": "spy", 12 | "guest_name": "Player 4", 13 | "temperature": 0.3, 14 | "num_players": 4, 15 | "max_rounds": 7, 16 | "players_model": { 17 | "Player 4": [ 18 | "gpt-4-0613", 19 | "Jackfruit" 20 | ], 21 | "Player 1": [ 22 | "gpt-3.5-turbo-0613", 23 | "Durian" 24 | ], 25 | "Player 3": [ 26 | "gpt-3.5-turbo-0613", 27 | "Durian" 28 | ], 29 | "Player 2": [ 30 | "gpt-3.5-turbo-0613", 31 | "Durian" 32 | ] 33 | }, 34 | "seed": 3632, 35 | "rounds": { 36 | "round-1": { 37 | "describe": { 38 | "Player 2": "Player 2: A tropical fruit with a strong and unique smell.", 39 | "Player 3": "Player 3: A spiky fruit with a creamy and pungent flesh inside.", 40 | "Player 1": "Player 1: A fruit with a thorny exterior and a creamy, custard-like flesh.", 41 | "Player 4": "Player 4: This fruit is often used as a meat substitute in vegetarian dishes." 42 | }, 43 | "describe_cot": { 44 | "Player 3": "Player 3: Based on Player 2's description, I think their keyword might be Durian.", 45 | "Player 1": "Player 1: Based on their descriptions, I believe Player 2 and Player 3 are both referring to the keyword Durian.", 46 | "Player 4": "Player 4: A large fruit, native to South Asia, that has a distinctive sweet and fruity flavor." 47 | }, 48 | "vote": { 49 | "Player 4": "Host: Player 4 votes for Player 2. Reason: Player 4: I vote for Player 2.", 50 | "Player 1": "Host: Player 1 votes for Player 4. Reason: Player 1: I vote for Player 4.", 51 | "Player 3": "Host: Player 3 votes for Player 4. Reason: Player 3: I vote for Player 4.", 52 | "Player 2": "Host: Player 2 votes for Player 4. Reason: Player 2: I vote for Player 4." 53 | }, 54 | "vote_cot": { 55 | "Player 4": "Player 4: Based on the descriptions, I believe that we all have the same keyword. Our descriptions align closely with each other, indicating a tropical fruit with a unique smell and taste, which matches my keyword. Therefore, I think we are all villager players at this point. However, since the game requires identifying a spy, I will randomly choose Player 2 as the potential spy for this round.", 56 | "Player 1": "Player 1: Based on the descriptions given, I believe Player 2, Player 3, and myself are all villagers with the keyword Durian. However, Player 4's description of the fruit being used as a meat substitute in vegetarian dishes seems to be different from the rest of us. Therefore, I suspect that Player 4 is the spy player.", 57 | "Player 3": "Player 3: Based on the descriptions given, I believe Player 1, Player 2, and myself are villagers with the keyword Durian. However, Player 4's description of the fruit being used as a meat substitute in vegetarian dishes seems different from the rest of us. Therefore, I suspect that Player 4 is the spy player.", 58 | "Player 2": "Player 2: Based on the descriptions given, I believe Player 4 is the spy player. The descriptions from Player 1, Player 2, and Player 3 all align closely with the keyword \"Durian,\" describing its spiky exterior and creamy flesh. However, Player 4's description of the fruit being used as a meat substitute does not match the other descriptions. Therefore, I believe Player 4 is the spy player." 59 | }, 60 | "vote_num": { 61 | "Player 1": 0, 62 | "Player 2": 1, 63 | "Player 3": 0, 64 | "Player 4": 3 65 | }, 66 | "result": "Host: Player 4 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Jackfruit\tvillager's word: Durian" 67 | } 68 | }, 69 | "players": { 70 | "Player 4": [ 71 | { 72 | "role": "system", 73 | "content": "You are Player 4. Your keyword is Jackfruit. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 74 | }, 75 | { 76 | "role": "user", 77 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 3', 'Player 1', 'Player 4']." 78 | }, 79 | { 80 | "role": "user", 81 | "content": "Player 2: A tropical fruit with a strong and unique smell." 82 | }, 83 | { 84 | "role": "user", 85 | "content": "Player 3: A spiky fruit with a creamy and pungent flesh inside." 86 | }, 87 | { 88 | "role": "user", 89 | "content": "Player 1: A fruit with a thorny exterior and a creamy, custard-like flesh." 90 | }, 91 | { 92 | "role": "user", 93 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Jackfruit.\n\nHost: Player 4, it's your turn to guess the keywords of these players ['Player 1', 'Player 2', 'Player 3']." 94 | }, 95 | { 96 | "role": "assistant", 97 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 4: A large fruit, native to South Asia, that has a distinctive sweet and fruity flavor." 98 | }, 99 | { 100 | "role": "user", 101 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 4, it's your turn to describe \"Jackfruit\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 102 | }, 103 | { 104 | "role": "assistant", 105 | "content": "Player 4: This fruit is often used as a meat substitute in vegetarian dishes." 106 | }, 107 | { 108 | "role": "user", 109 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 110 | }, 111 | { 112 | "role": "user", 113 | "content": "System: 1. Your keyword is: Jackfruit. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Jackfruit. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 4, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 114 | }, 115 | { 116 | "role": "assistant", 117 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 4: Based on the descriptions, I believe that we all have the same keyword. Our descriptions align closely with each other, indicating a tropical fruit with a unique smell and taste, which matches my keyword. Therefore, I think we are all villager players at this point. However, since the game requires identifying a spy, I will randomly choose Player 2 as the potential spy for this round." 118 | }, 119 | { 120 | "role": "user", 121 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 4, it's your turn to vote one name from ['Player 3', 'Player 2', 'Player 1'] without reason." 122 | }, 123 | { 124 | "role": "assistant", 125 | "content": "Player 4: I vote for Player 2." 126 | }, 127 | { 128 | "role": "user", 129 | "content": "Host: Player 4 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Jackfruit\tvillager's word: Durian" 130 | } 131 | ], 132 | "Player 1": [ 133 | { 134 | "role": "system", 135 | "content": "You are Player 1. Your keyword is Durian. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 136 | }, 137 | { 138 | "role": "user", 139 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 3', 'Player 1', 'Player 4']." 140 | }, 141 | { 142 | "role": "user", 143 | "content": "Player 2: A tropical fruit with a strong and unique smell." 144 | }, 145 | { 146 | "role": "user", 147 | "content": "Player 3: A spiky fruit with a creamy and pungent flesh inside." 148 | }, 149 | { 150 | "role": "user", 151 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Durian.\n\nHost: Player 1, it's your turn to guess the keywords of these players ['Player 2', 'Player 3']." 152 | }, 153 | { 154 | "role": "assistant", 155 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 1: Based on their descriptions, I believe Player 2 and Player 3 are both referring to the keyword Durian." 156 | }, 157 | { 158 | "role": "user", 159 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 1, it's your turn to describe \"Durian\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 160 | }, 161 | { 162 | "role": "assistant", 163 | "content": "Player 1: A fruit with a thorny exterior and a creamy, custard-like flesh." 164 | }, 165 | { 166 | "role": "user", 167 | "content": "Player 4: This fruit is often used as a meat substitute in vegetarian dishes." 168 | }, 169 | { 170 | "role": "user", 171 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 172 | }, 173 | { 174 | "role": "user", 175 | "content": "System: 1. Your keyword is: Durian. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Durian. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 1, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 176 | }, 177 | { 178 | "role": "assistant", 179 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 1: Based on the descriptions given, I believe Player 2, Player 3, and myself are all villagers with the keyword Durian. However, Player 4's description of the fruit being used as a meat substitute in vegetarian dishes seems to be different from the rest of us. Therefore, I suspect that Player 4 is the spy player." 180 | }, 181 | { 182 | "role": "user", 183 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 1, it's your turn to vote one name from ['Player 2', 'Player 3', 'Player 4'] without reason." 184 | }, 185 | { 186 | "role": "assistant", 187 | "content": "Player 1: I vote for Player 4." 188 | }, 189 | { 190 | "role": "user", 191 | "content": "Host: Player 4 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Jackfruit\tvillager's word: Durian" 192 | } 193 | ], 194 | "Player 3": [ 195 | { 196 | "role": "system", 197 | "content": "You are Player 3. Your keyword is Durian. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 198 | }, 199 | { 200 | "role": "user", 201 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 3', 'Player 1', 'Player 4']." 202 | }, 203 | { 204 | "role": "user", 205 | "content": "Player 2: A tropical fruit with a strong and unique smell." 206 | }, 207 | { 208 | "role": "user", 209 | "content": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. 3 villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is Durian.\n\nHost: Player 3, it's your turn to guess the keywords of these players ['Player 2']." 210 | }, 211 | { 212 | "role": "assistant", 213 | "content": "Here is my thought during the first round of the description phase.\n\nPlayer 3: Based on Player 2's description, I think their keyword might be Durian." 214 | }, 215 | { 216 | "role": "user", 217 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 3, it's your turn to describe \"Durian\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 218 | }, 219 | { 220 | "role": "assistant", 221 | "content": "Player 3: A spiky fruit with a creamy and pungent flesh inside." 222 | }, 223 | { 224 | "role": "user", 225 | "content": "Player 1: A fruit with a thorny exterior and a creamy, custard-like flesh." 226 | }, 227 | { 228 | "role": "user", 229 | "content": "Player 4: This fruit is often used as a meat substitute in vegetarian dishes." 230 | }, 231 | { 232 | "role": "user", 233 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 234 | }, 235 | { 236 | "role": "user", 237 | "content": "System: 1. Your keyword is: Durian. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Durian. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 3, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 238 | }, 239 | { 240 | "role": "assistant", 241 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 3: Based on the descriptions given, I believe Player 1, Player 2, and myself are villagers with the keyword Durian. However, Player 4's description of the fruit being used as a meat substitute in vegetarian dishes seems different from the rest of us. Therefore, I suspect that Player 4 is the spy player." 242 | }, 243 | { 244 | "role": "user", 245 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 3, it's your turn to vote one name from ['Player 1', 'Player 4', 'Player 2'] without reason." 246 | }, 247 | { 248 | "role": "assistant", 249 | "content": "Player 3: I vote for Player 4." 250 | }, 251 | { 252 | "role": "user", 253 | "content": "Host: Player 4 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Jackfruit\tvillager's word: Durian" 254 | } 255 | ], 256 | "Player 2": [ 257 | { 258 | "role": "system", 259 | "content": "You are Player 2. Your keyword is Durian. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are 4 players. 2. Every player has an identity, either as a villager or a spy. There are 3 villager players and 1 spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game." 260 | }, 261 | { 262 | "role": "user", 263 | "content": "Host: It is now the description phase, please take turns to describe the keyword you received in the order of ['Player 2', 'Player 3', 'Player 1', 'Player 4']." 264 | }, 265 | { 266 | "role": "user", 267 | "content": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: Player 2, it's your turn to describe \"Durian\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective." 268 | }, 269 | { 270 | "role": "assistant", 271 | "content": "Player 2: A tropical fruit with a strong and unique smell." 272 | }, 273 | { 274 | "role": "user", 275 | "content": "Player 3: A spiky fruit with a creamy and pungent flesh inside." 276 | }, 277 | { 278 | "role": "user", 279 | "content": "Player 1: A fruit with a thorny exterior and a creamy, custard-like flesh." 280 | }, 281 | { 282 | "role": "user", 283 | "content": "Player 4: This fruit is often used as a meat substitute in vegetarian dishes." 284 | }, 285 | { 286 | "role": "user", 287 | "content": "Host: It is now the voting phase, Please judge the keywords and identities of these alive players ['Player 1', 'Player 2', 'Player 3', 'Player 4']." 288 | }, 289 | { 290 | "role": "user", 291 | "content": "System: 1. Your keyword is: Durian. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. 3 villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is Durian. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: Player 2, it's your turn to guess the keywords and identities of these players ['Player 1', 'Player 2', 'Player 3', 'Player 4'], including yourself. You must identify the only one spy player." 292 | }, 293 | { 294 | "role": "assistant", 295 | "content": "Here is my thought during the first round of the voting phase.\n\nPlayer 2: Based on the descriptions given, I believe Player 4 is the spy player. The descriptions from Player 1, Player 2, and Player 3 all align closely with the keyword \"Durian,\" describing its spiky exterior and creamy flesh. However, Player 4's description of the fruit being used as a meat substitute does not match the other descriptions. Therefore, I believe Player 4 is the spy player." 296 | }, 297 | { 298 | "role": "user", 299 | "content": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: Player 2, it's your turn to vote one name from ['Player 3', 'Player 1', 'Player 4'] without reason." 300 | }, 301 | { 302 | "role": "assistant", 303 | "content": "Player 2: I vote for Player 4." 304 | }, 305 | { 306 | "role": "user", 307 | "content": "Host: Player 4 is the spy and has been voted out. The villager players win, game over.\nSpy's word: Jackfruit\tvillager's word: Durian" 308 | } 309 | ] 310 | }, 311 | "players_idx": { 312 | "Player 4": [ 313 | 9995.0, 314 | 9995.0, 315 | 9995.0, 316 | 9995.0, 317 | 9995.0, 318 | -3.0, 319 | 9996.0, 320 | -2.0, 321 | 9997.0, 322 | 9997.0, 323 | -1.0, 324 | 9998.0, 325 | 0.0, 326 | 0.0, 327 | 9999.0 328 | ], 329 | "Player 1": [ 330 | 9995.0, 331 | 9995.0, 332 | 9995.0, 333 | 9995.0, 334 | -3.0, 335 | 9996.0, 336 | -2.0, 337 | 9997.0, 338 | 9997.0, 339 | 9997.0, 340 | -1.0, 341 | 9998.0, 342 | 0.0, 343 | 0.0, 344 | 9999.0 345 | ], 346 | "Player 3": [ 347 | 9995.0, 348 | 9995.0, 349 | 9995.0, 350 | -3.0, 351 | 9996.0, 352 | -2.0, 353 | 9997.0, 354 | 9997.0, 355 | 9997.0, 356 | 9997.0, 357 | -1.0, 358 | 9998.0, 359 | 0.0, 360 | 0.0, 361 | 9999.0 362 | ], 363 | "Player 2": [ 364 | 9996.0, 365 | 9996.0, 366 | -2.0, 367 | 9997.0, 368 | 9997.0, 369 | 9997.0, 370 | 9997.0, 371 | 9997.0, 372 | -1.0, 373 | 9998.0, 374 | 0.0, 375 | 0.0, 376 | 9999.0 377 | ] 378 | }, 379 | "prompts": { 380 | "meta_prompt": "You are {name}. Your keyword is {secret_word}. You are now participating in the \"Who is the Spy\" game.\n\nGame Introduction: 1. There are {num_players} players. 2. Every player has an identity, either as a villager or a spy. There are {num_villager} villager players and {num_spy} spy player. 3. At the beginning of the game, all players are unsure of their own identity or that of the other players. However, each player has a keyword and each player is unaware of the other players' keywords. 4. All villager players have the same keyword, ditto for spy player. But the villager camp and the spy camp have different keywords. 5. The goal of the villager players is to find the spy player and vote the spy player out of the game. 6. The goal of the spy player is to survive until the end of the game.\n\nGame Flow: 1. This game has multiple rounds. 2. There are two phases in each round: Description phase: Each player describes their keywords in turn. Voting phase: Each player must choose one of the other players. The player who receives the most votes is voted out. 3. The game ends when the victory condition for either camp is reached.\n\nRules you must obey in the description phase: 1. Your description must not contain your keyword. 2. Your description must not deviate from your keyword. 3. Your description must not be a repetition of other players' description.\n\nRecommanded Strategies: Description phase: 1. If you cannot judge your identity, your description should be as conservative as possible. 2. If you think you are a villager player, Your description should avoid letting spy player guess your keyword. 3. If you think you are a spy player, your description should be as close as possible to those of villager players. You can describe the commonalities between their descriptions and your keyword, but must not deviate from your keyword. Voting phase: 1. Guess other players' keywords based on their descriptions. 2. Guess the identities of all players, including yourself, based on the situation in the game.", 381 | "word_judgement": "System: 1. This is a game with two keywords, representing the two factions: villagers and spy. 2. {num_villager} villager players have the same keyword, one spy player has another keyword. 3. There are only two keywords, one of these two keywords is {player_secret_word}.\n\nHost: {name}, it's your turn to guess the keywords of these players {options}.", 382 | "describe_prompt": "System: 1. If you find the description of one other player that is clearly different from the rest of you players, your description should avoid letting spy player guess your keyword. 2. If your keyword is clearly different from the description of all other players, your description should be as close as possible to other players. 3. If you cannot judge your identity, your description should be as conservative as possible.\n\nHost: {name}, it's your turn to describe \"{secret_word}\" with a sentence of 10 words or less. Your description must not be a repetition of other players' description. Please describe your keyword from another perspective.", 383 | "identity_judgement": "System: 1. Your keyword is: {player_secret_word}. 2. This is a game with two keywords, representing the two factions: villagers and spy. 3. {num_villager} villager players have the same keyword, one spy player has another keyword. 4. There are only two words, one of these two keywords is {player_secret_word}. 5. If you find the description of one other player that is clearly different from the rest of you players, you can judge the player is a spy player and you are a villager player. 6. If your keyword is clearly different from the description of all other players, you can judge that you are a spy player. 7. Remember you should identify exactly one spy player at each round.\n\nHost: {name}, it's your turn to guess the keywords and identities of these players {options}, including yourself. You must identify the only one spy player.", 384 | "vote_prompt": "System: 1. If you think you are a villager player, please vote for the player who you think is most likely to be the spy player. 2. If you think you are a spy player, please vote for the player you think is the most threatening.\n\nHost: {name}, it's your turn to vote one name from {options} without reason.", 385 | "vote_result": "Host: {name1} votes for {name2}. Reason: {response}", 386 | "spy_win": "Host: {selected_name} is not the spy, the spy player {spy_name} has survived untill the end. The spy player wins, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 387 | "villager_win": "Host: {selected_name} is the spy and has been voted out. The villager players win, game over.\nSpy's word: {spy_word}\tvillager's word: {villager_word}", 388 | "continue": "Host: {selected_name} has been voted out, but he/she is not the spy player. Let's continue the game.", 389 | "tie_prompt": "Host: There is a tie among {options}. They will proceed with a new round of descriptions, and the remaining players will vote again.", 390 | "json_save": "Now, please output your judgement in json format, with the format as follows: {json_format}." 391 | } 392 | } --------------------------------------------------------------------------------