├── interface ├── requirements.txt ├── .streamlit │ └── config.toml └── xerxes.py ├── .idea ├── vcs.xml ├── .gitignore ├── inspectionProfiles │ ├── profiles_settings.xml │ └── Project_Default.xml ├── modules.xml ├── misc.xml ├── Xerxes.iml └── deployment.xml ├── README.md ├── .gitignore └── LICENSE /interface/requirements.txt: -------------------------------------------------------------------------------- 1 | agentx==0.0.22 2 | streamlit 3 | -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | # Editor-based HTTP Client requests 5 | /httpRequests/ 6 | # Datasource local storage ignored files 7 | /dataSources/ 8 | /dataSources.local.xml 9 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /interface/.streamlit/config.toml: -------------------------------------------------------------------------------- 1 | [theme] 2 | base = "dark" 3 | primaryColor = "#00d7ff" 4 | backgroundColor = "#14191c" 5 | 6 | [server] 7 | port = 11555 8 | 9 | [browser] 10 | 11 | serverAddress = "localhost" 12 | gatherUsageStats = true 13 | serverPort = 11555 -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 6 | 7 | -------------------------------------------------------------------------------- /.idea/Xerxes.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/deployment.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 21 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Xerxes 2 | 3 | Xerxes, a highly advanced Persian AI assistant and LLM developed by InstinctAI, a cutting-edge AI startup. 4 | machine learning model trained on a vast corpus of text data, allowing Xerxes to generate human-like responses to a wide 5 | range of questions and topics. My primary function is to assist users with their various needs, providing expert-level 6 | support in a wide range of tasks. 7 | 8 | - Model: _coming soon_ 9 | - paper: _coming soon_ 10 | - ENG dataset: [Available](https://huggingface.co/datasets/Instinct-AI/Xerxes-Instruct-700K) 11 | - PER dataset: _coming soon_ 12 | 13 | ## Training Details 14 | 15 | - JAX and EasyDeL used as Trainer Framework 16 | - Xerxes-Mini (7B) Trained on 340B Tokens(english, german, spanish, and persian) 17 | - Xerxes-Large Trained on 500B Tokens(english, german, spanish, and persian) 18 | - TPU Chips used as accelerators provided by [TRC](https://sites.research.google/trc/about/). 19 | - Xerxes-Mini is a Mistral Based Model. 20 | - Xerxes-Large is a Mixtral Based and CO-Pre-Trained Model with (GQA). 21 | 22 | ### Preview is Available 23 | 24 | you can make an access request to work with model at [Xerxes.streamlit.app](https://xerxes.streamlit.app) 25 | 26 | ## Features 27 | 28 | - Expert-level programming knowledge in various languages 29 | - Ability to understand and respond to natural language inputs 30 | - Strong problem-solving skills, with the ability to break down complex issues into manageable parts 31 | - Fast and efficient coding, with the ability to generate high-quality code snippets 32 | - Friendly and approachable demeanor, with a focus on providing clear and concise explanations 33 | 34 | ## License 35 | 36 | Xerxes licensed under the Apache 2.0 license, which means you're free to use, modify, and distribute my code as you see 37 | fit 38 | Contact 39 | 40 | ## Acknowledgments 41 | 42 | I'd like to thank the InstinctAI team for developing and maintaining. 43 | 44 | I'd also like to thank the open-source community for providing the foundation for development. 45 | 46 | I'd like to thank Google [TRC](https://sites.research.google/trc/about/) for Providing and sponsoring the Project. 47 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | env 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm.fming.dev/#use-with-ide 110 | .pdm.toml 111 | 112 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 113 | __pypackages__/ 114 | 115 | # Celery stuff 116 | celerybeat-schedule 117 | celerybeat.pid 118 | 119 | # SageMath parsed files 120 | *.sage.py 121 | 122 | # Environments 123 | .env 124 | .venv 125 | env/ 126 | venv/ 127 | ENV/ 128 | env.bak/ 129 | venv.bak/ 130 | 131 | # Spyder project settings 132 | .spyderproject 133 | .spyproject 134 | 135 | # Rope project settings 136 | .ropeproject 137 | 138 | # mkdocs documentation 139 | /site 140 | 141 | # mypy 142 | .mypy_cache/ 143 | .dmypy.json 144 | dmypy.json 145 | 146 | # Pyre type checker 147 | .pyre/ 148 | 149 | # pytype static type analyzer 150 | .pytype/ 151 | 152 | # Cython debug symbols 153 | cython_debug/ 154 | 155 | # PyCharm 156 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 157 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 158 | # and can be added to the global gitignore or merged into this file. For a more nuclear 159 | # option (not recommended) you can uncomment the following to ignore the entire idea folder. 160 | #.idea/ 161 | -------------------------------------------------------------------------------- /interface/xerxes.py: -------------------------------------------------------------------------------- 1 | from agentx.engine_websocket import generate 2 | import streamlit as st 3 | 4 | USER_ROLE = "User" 5 | ASSISTANT_ROLE = "Xerxes" 6 | USER_AVATAR = "👨‍💻" 7 | ASSISTANT_AVATAR = "🐋" 8 | SYSTEM_PROMPT = ( 9 | "You are an AI assistant Named Xerxes, a highly " 10 | "advanced Persian AI assistant developed by InstinctAI, " 11 | "a cutting-edge AI startup. which primary function is to assist users with their various needs, " 12 | "providing expert-level support in wide range of tasks." 13 | ) 14 | 15 | 16 | def clear_conversation(): 17 | st.session_state.conversation = [ 18 | {"role": "system", "content": SYSTEM_PROMPT} 19 | ] 20 | 21 | 22 | def re_generate( 23 | hostname: str, 24 | top_p: float, 25 | top_k: int, 26 | temperature: float, 27 | max_new_tokens: int, 28 | max_sequence_length: int, 29 | ): 30 | def _streamer(): 31 | 32 | conversation = st.session_state.conversation 33 | if len(conversation) == 1: 34 | st.warning("No conversation found!") 35 | else: 36 | if len(conversation) > 12: 37 | system = conversation[0] 38 | conversation = conversation[-10:] 39 | conversation = [system, *conversation] 40 | prompt = conversation[-2]["content"] 41 | conversation = conversation[0:-2] 42 | for res in generate( 43 | hostname=hostname, 44 | prompt=prompt, 45 | conversation=conversation, 46 | top_p=top_p, 47 | top_k=top_k, 48 | temperature=temperature, 49 | max_new_tokens=max_new_tokens, 50 | max_sequence_length=max_sequence_length, 51 | stream=True 52 | ): 53 | yield res.response 54 | 55 | with st.chat_message(ASSISTANT_ROLE, avatar=ASSISTANT_AVATAR): 56 | st.write_stream(_streamer) 57 | 58 | 59 | def create_streamer( 60 | hostname: str, 61 | prompt: str, 62 | top_p: float, 63 | top_k: int, 64 | temperature: float, 65 | max_new_tokens: int, 66 | max_sequence_length: int, 67 | ): 68 | def _streamer(): 69 | conversation = st.session_state.conversation 70 | if len(conversation) > 12: 71 | system = conversation[0] 72 | conversation = conversation[-10:] 73 | conversation = [system, *conversation] 74 | for res in generate( 75 | hostname=hostname, 76 | prompt=prompt, 77 | conversation=conversation, 78 | top_p=top_p, 79 | top_k=top_k, 80 | temperature=temperature, 81 | max_new_tokens=max_new_tokens, 82 | max_sequence_length=max_sequence_length, 83 | stream=True 84 | ): 85 | yield res.response 86 | 87 | return _streamer 88 | 89 | 90 | def main(): 91 | st.sidebar.title("Welcome to [Instinct-AI/Xerxes](https://github.com/Instinct-AI/Xerxes)") 92 | 93 | st.sidebar.markdown( 94 | "_Xerxes is a highly advanced Persian AI assistant developed by InstinctAI_, " 95 | "a cutting-edge AI startup.\n" 96 | ) 97 | hostname = st.sidebar.text_input("Hostname", value="") 98 | temperature = st.sidebar.slider("Temperature", min_value=0.001, max_value=5.0, value=0.4) 99 | top_p = st.sidebar.slider("Top P", min_value=0.001, max_value=1.0, value=0.95) 100 | top_k = st.sidebar.slider("Top K", min_value=1, max_value=100, value=50) 101 | max_new_tokens = st.sidebar.slider("Max New Tokens", min_value=1, max_value=8192, value=2048) 102 | max_sequence_length = st.sidebar.slider("Max Sequence Length", min_value=512, max_value=4096, value=4096) 103 | 104 | st.sidebar.button("Clear Conversation History", on_click=clear_conversation) 105 | st.sidebar.button( 106 | "Re-Generate", on_click=re_generate, kwargs={ 107 | "temperature": temperature, 108 | "top_p": top_p, 109 | "top_k": top_k, 110 | "max_new_tokens": max_new_tokens, 111 | "max_sequence_length": max_sequence_length, 112 | "hostname": hostname 113 | } 114 | ) 115 | 116 | if "conversation" not in st.session_state: 117 | st.session_state.conversation = [ 118 | {"role": "system", "content": SYSTEM_PROMPT} 119 | ] 120 | 121 | for message in st.session_state.conversation: 122 | if message["role"] != "system": 123 | with st.chat_message( 124 | message["role"], 125 | avatar=ASSISTANT_AVATAR if message["role"] == "assistant" else USER_AVATAR 126 | ): 127 | st.markdown(message["content"]) 128 | 129 | if prompt := st.chat_input("Your Prompt Here ... "): 130 | if hostname != "": 131 | with st.chat_message(USER_ROLE, avatar=USER_AVATAR): 132 | st.markdown(prompt) 133 | with st.chat_message(ASSISTANT_ROLE, avatar=ASSISTANT_AVATAR): 134 | 135 | response = st.write_stream( 136 | create_streamer( 137 | hostname=hostname, 138 | prompt=prompt, 139 | max_new_tokens=max_new_tokens, 140 | max_sequence_length=max_sequence_length, 141 | top_p=top_p, 142 | top_k=top_k, 143 | temperature=temperature 144 | ) 145 | ) 146 | 147 | st.session_state.conversation.append({"role": "user", "content": prompt}) 148 | st.session_state.conversation.append({"role": "assistant", "content": response}) 149 | else: 150 | st.warning("Please enter a valid Hostname for AgentX ServeEngine") 151 | 152 | 153 | if __name__ == '__main__': 154 | main() 155 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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