├── .gitignore ├── LICENSE ├── README.md ├── cliRequestsData_Alchemy_template.yml ├── cliRequestsData_Dream_template.yml ├── cliRequestsData_Scribe_template.yml ├── cli_logger.py ├── cli_request_alchemy.py ├── cli_request_dream.py ├── cli_request_scribe.py ├── cli_requirements.txt ├── db0.jpg ├── inpaint_alpha.png ├── inpaint_mask.png ├── inpaint_original.png ├── mountains.png └── sunset.png /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 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 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 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 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | 131 | 132 | cliRequestsData_Dream.yml 133 | cliRequestsData_Scribe.yml 134 | cliRequestsData_Alchemy.yml 135 | *horde_dream* 136 | *horde_alchemy* 137 | *horde_dream* 138 | special.yml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU AFFERO GENERAL PUBLIC LICENSE 2 | Version 3, 19 November 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU Affero General Public License is a free, copyleft license for 11 | software and other kinds of works, specifically designed to ensure 12 | cooperation with the community in the case of network server software. 13 | 14 | The licenses for most software and other practical works are designed 15 | to take away your freedom to share and change the works. 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Limitation of Liability. 599 | 600 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 601 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 602 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 603 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 604 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 605 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 606 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 607 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 608 | SUCH DAMAGES. 609 | 610 | 17. Interpretation of Sections 15 and 16. 611 | 612 | If the disclaimer of warranty and limitation of liability provided 613 | above cannot be given local legal effect according to their terms, 614 | reviewing courts shall apply local law that most closely approximates 615 | an absolute waiver of all civil liability in connection with the 616 | Program, unless a warranty or assumption of liability accompanies a 617 | copy of the Program in return for a fee. 618 | 619 | END OF TERMS AND CONDITIONS 620 | 621 | How to Apply These Terms to Your New Programs 622 | 623 | If you develop a new program, and you want it to be of the greatest 624 | possible use to the public, the best way to achieve this is to make it 625 | free software which everyone can redistribute and change under these terms. 626 | 627 | To do so, attach the following notices to the program. It is safest 628 | to attach them to the start of each source file to most effectively 629 | state the exclusion of warranty; and each file should have at least 630 | the "copyright" line and a pointer to where the full notice is found. 631 | 632 | 633 | Copyright (C) 634 | 635 | This program is free software: you can redistribute it and/or modify 636 | it under the terms of the GNU Affero General Public License as published 637 | by the Free Software Foundation, either version 3 of the License, or 638 | (at your option) any later version. 639 | 640 | This program is distributed in the hope that it will be useful, 641 | but WITHOUT ANY WARRANTY; without even the implied warranty of 642 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 643 | GNU Affero General Public License for more details. 644 | 645 | You should have received a copy of the GNU Affero General Public License 646 | along with this program. If not, see . 647 | 648 | Also add information on how to contact you by electronic and paper mail. 649 | 650 | If your software can interact with users remotely through a computer 651 | network, you should also make sure that it provides a way for users to 652 | get its source. For example, if your program is a web application, its 653 | interface could display a "Source" link that leads users to an archive 654 | of the code. There are many ways you could offer source, and different 655 | solutions will be better for different programs; see section 13 for the 656 | specific requirements. 657 | 658 | You should also get your employer (if you work as a programmer) or school, 659 | if any, to sign a "copyright disclaimer" for the program, if necessary. 660 | For more information on this, and how to apply and follow the GNU AGPL, see 661 | . 662 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AI Horde Command Line Interface 2 | 3 | This repository contains python scripts which allow you to interface with the [AI Horde](https://aihorde.net) via a CLI. 4 | 5 | ## Installation 6 | 7 | 1. git clone this repository 8 | 1. Make sure you have python3 installed 9 | 1. Open a git bash (or just bash in linux) 10 | 1. Download the cli requirements with `python -m pip install -r cli_requirements.txt --user` 11 | 12 | ## Usage 13 | 14 | All `cli_requests_*.py` scripts work the same way. You simply run the script using python, and pass any command line arguments. 15 | 16 | You can use `-h` to see the help menu for each. Example: 17 | 18 | ``` 19 | $ python cli_request_alchemy.py -h 20 | usage: cli_request_alchemy.py [-h] [--api_key API_KEY] [-f FILENAME] [-v] [-q] [--horde HORDE] [--trusted_workers] [--source_image SOURCE_IMAGE] 21 | 22 | options: 23 | -h, --help show this help message and exit 24 | --api_key API_KEY The API Key to use to authenticate on the Horde. Get one in https://aihorde.net/register 25 | -f FILENAME, --filename FILENAME 26 | The filename pattern to use. The type of alchemy will be appended to this. 27 | -v, --verbosity The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen 28 | -q, --quiet The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen 29 | --horde HORDE Use a different horde 30 | --trusted_workers If true, the request will be sent only to trusted workers. 31 | --source_image SOURCE_IMAGE 32 | A file path to an image file must be provided if one is not set in cliRequestsData. 33 | ``` 34 | 35 | ## CliRequestData 36 | 37 | All CLIs also have a corresponsing `cliRequestsData_*_template.yml` file. 38 | 39 | To use it, copy `cliRequestsData_*_template.yml` into `cliRequestsData_*.yml` and edit its variables. 40 | 41 | CLI arguments will take precedence, but anything else will use the values set in `cliRequestsData_*.yml` as the defaults. 42 | -------------------------------------------------------------------------------- /cliRequestsData_Alchemy_template.yml: -------------------------------------------------------------------------------- 1 | filename: "horde_alchemy" # The file will be appended with the alchemy type and then the extension 2 | api_key: "0000000000" 3 | source_image: './db0.jpg' 4 | # Uncomment any of the below you want to use 5 | submit_dict: 6 | trusted_workers: False 7 | slow_workers: True 8 | forms: 9 | - name: "caption" 10 | # - name: "interrogation", 11 | # - name: "nsfw", 12 | # - name: "GFPGAN", 13 | # - name: "RealESRGAN_x4plus", 14 | # - name: "CodeFormers", 15 | # - name: "CodeFormers", 16 | # - name: "strip_background", 17 | # - name: "RealESRGAN_x2plus", 18 | # - name: "4x_AnimeSharp", 19 | # - name: "NMKD_Siax", 20 | -------------------------------------------------------------------------------- /cliRequestsData_Dream_template.yml: -------------------------------------------------------------------------------- 1 | filename: "horde_dream.webp" 2 | api_key: "0000000000" 3 | source_image: null 4 | # You can fill these in to avoid putting them as args all the time 5 | imgen_params: 6 | n: 1 7 | width: 512 8 | height: 512 9 | steps: 30 10 | denoising_strength: 0.6 11 | sampler_name: k_euler 12 | cfg_scale: 7.5 13 | karras: true 14 | tiling: false 15 | hires_fix: false 16 | ## Uncomment the below line to pass a specific seed 17 | # seed: "the little seed that could" 18 | ## Uncomment the below line to pass post-processors. Only pass the PPs you need 19 | # post_processing: 20 | # - GFPGAN 21 | # - RealESRGAN_x4plus 22 | # - RealESRGAN_x4plus_anime_6B 23 | # - CodeFormers 24 | ## Uncomment the below line to pass a ControlNet. Make sure you write a valid Control Type 25 | ## control_type: canny 26 | ## Uncomment the below line to pass LoRa. The below is provided as an example 27 | ## You can pass any that you wish. If you do, do not forget to also pass the trigger words in your prompt 28 | ## or use inject_trigger 29 | # loras: 30 | # - name: GlowingRunesAIV6 31 | # inject_trigger: red 32 | # - name: Dra9onScaleAI 33 | # inject_trigger: any 34 | # - name: LowRA 35 | # inject_trigger: any 36 | ## Uncomment the below line to pass Textual Inversions. The below is provided as an example 37 | ## You can pass any that you wish. You must then either put the Lora ID in the prompt in the form of 38 | # embedding:12345 39 | ## OR use the provided inject_ti key 40 | # tis: 41 | # - name: "7523" 42 | # inject_ti: prompt 43 | # - name: "EasyNegative" 44 | # inject_ti: negprompt 45 | # strength: 0.5 46 | # 47 | ## Uncomment the below lines to pass extra arguments to the workflows which require it. 48 | ## Each text has to be in the same format, (i.e. a dictionary with a 'text' and 'reference' keys) 49 | ## The below examples are used to generate a QR code (Don't forget to uncomment the 'workflow' below) 50 | # extra_texts: 51 | # # This extra text is the text created by the QR code 52 | # - text: https://haidra.net 53 | # reference: qr_code 54 | # # This optional extra text specifies where in the image to place the QR code 55 | # # If you want the whole image to be one QR, you need to adjust the generation size 56 | # # size to match the QR code size 57 | # - text: 256 58 | # reference: x_offset 59 | # - text: 256 60 | # reference: y_offset 61 | # # This specifies the prompt with which to generate the black blocks around the QR edges 62 | # # These blocks need to be very readable, so don't expect too much customization 63 | # - text: 'A window into the soul' 64 | # reference: function_layer_prompt 65 | # # Uncomment the below line to specify the workflow to use. 66 | # # Some advanced workflows cannot be auto-detected, so you need to explicitly mention them 67 | # # The below example will set the generation to make a QR code 68 | # workflow: qr_code 69 | 70 | submit_dict: 71 | prompt: "a swarm of incredibly cute stable robots, intricate, highly detailed, artstation, concept art, smooth, sharp focus, colorful scene, in the style of don bluth, greg rutkowski, disney, and hans zatzka" 72 | # Pass your own style name or ID here to generate in a pre-existing style 73 | # style: None 74 | nsfw: false 75 | censor_nsfw: false 76 | trusted_workers: false 77 | slow_workers: true 78 | shared: true 79 | replacement_filter: true 80 | worker_blacklist: false 81 | dry_run: false 82 | r2: true 83 | # Put the models you allow to fulfil your request in reverse order of priority. The last model in this list is the most likely to be chosen 84 | models: 85 | - stable_diffusion 86 | # - Deliberate 87 | # - Yiffy 88 | # - trinart 89 | workers: [] 90 | 91 | ## Uncomment this line to try img2img 92 | # Change the filename to your own image 93 | # source_image: './db0.jpg' 94 | ## Uncomment these three lines to try inpainting. If the source_mask is not provided, the image sent has to have areas already erased-to-alpha 95 | # source_image: './inpaint_original.png' 96 | # source_processing: 'inpainting' 97 | # source_mask: './inpaint_mask.png' 98 | ## Uncomment the below lines to send extra_source_images for remix. Change to your own image paths accordingly. 99 | # source_image: './db0.jpg' 100 | # extra_source_images: 101 | # - image: ./mountains.png 102 | # strength: 1 103 | # - image: ./sunset.png 104 | # strength: 0.5 105 | # source_processing: 'remix' 106 | -------------------------------------------------------------------------------- /cliRequestsData_Scribe_template.yml: -------------------------------------------------------------------------------- 1 | api_key: "0000000000" 2 | # You can fill these in to avoid putting them as args all the time 3 | txtgen_params: 4 | n: 1 5 | max_context_length: 1024 6 | max_length: 80 7 | # temperature: 1 8 | # rep_pen: 1 9 | # rep_pen_range: 1 10 | # rep_pen_slope: 1 11 | # singleline: False 12 | # sampler_order: [1,2,3,4,5,6,7] # You need to specify all samplers when uncommented 13 | # use_default_badwordsids: True 14 | submit_dict: 15 | prompt: "a horde of cute kobolds furiously typing on typewriters" 16 | trusted_workers: false 17 | slow_workers: true 18 | dry_run: true 19 | # Put the models you allow to fulfil your request in reverse order of priority. The last model in this list is the most likely to be chosen 20 | models: 21 | - tgi/jondurbin/airoboros-l2-70b-2.1-creative-8k 22 | - tgi/Henk717/airochronos-33B-8k 23 | workers: [] 24 | -------------------------------------------------------------------------------- /cli_logger.py: -------------------------------------------------------------------------------- 1 | import sys 2 | from functools import partialmethod 3 | from loguru import logger 4 | 5 | STDOUT_LEVELS = ["GENERATION", "PROMPT"] 6 | INIT_LEVELS = ["INIT", "INIT_OK", "INIT_WARN", "INIT_ERR"] 7 | MESSAGE_LEVELS = ["MESSAGE"] 8 | # By default we're at error level or higher 9 | verbosity = 30 10 | quiet = 0 11 | 12 | def set_logger_verbosity(count): 13 | global verbosity 14 | # The count comes reversed. So count = 0 means minimum verbosity 15 | # While count 5 means maximum verbosity 16 | # So the more count we have, the lower we drop the verbosity maximum 17 | verbosity = 30 - (count * 10) 18 | 19 | def quiesce_logger(count): 20 | global quiet 21 | # The bigger the count, the more silent we want our logger 22 | quiet = count * 10 23 | 24 | def is_stdout_log(record): 25 | if record["level"].name not in STDOUT_LEVELS: 26 | return(False) 27 | if record["level"].no < verbosity + quiet: 28 | return(False) 29 | return(True) 30 | 31 | def is_init_log(record): 32 | if record["level"].name not in INIT_LEVELS: 33 | return(False) 34 | if record["level"].no < verbosity + quiet: 35 | return(False) 36 | return(True) 37 | 38 | def is_msg_log(record): 39 | if record["level"].name not in MESSAGE_LEVELS: 40 | return(False) 41 | if record["level"].no < verbosity + quiet: 42 | return(False) 43 | return(True) 44 | 45 | def is_stderr_log(record): 46 | if record["level"].name in STDOUT_LEVELS + INIT_LEVELS + MESSAGE_LEVELS: 47 | return(False) 48 | if record["level"].no < verbosity + quiet: 49 | return(False) 50 | return(True) 51 | 52 | def test_logger(): 53 | logger.generation("This is a generation message\nIt is typically multiline\nThee Lines".encode("unicode_escape").decode("utf-8")) 54 | logger.prompt("This is a prompt message") 55 | logger.debug("Debug Message") 56 | logger.info("Info Message") 57 | logger.warning("Info Warning") 58 | logger.error("Error Message") 59 | logger.critical("Critical Message") 60 | logger.init("This is an init message", status="Starting") 61 | logger.init_ok("This is an init message", status="OK") 62 | logger.init_warn("This is an init message", status="Warning") 63 | logger.init_err("This is an init message", status="Error") 64 | logger.message("This is user message") 65 | sys.exit() 66 | 67 | 68 | logfmt = "{level: <10} | {time:YYYY-MM-DD HH:mm:ss} | {name}:{function}:{line} - {message}" 69 | genfmt = "{level: <10} @ {time:YYYY-MM-DD HH:mm:ss} | {message}" 70 | initfmt = "INIT | {extra[status]: <10} | {message}" 71 | msgfmt = "{level: <10} | {message}" 72 | 73 | logger.level("GENERATION", no=24, color="") 74 | logger.level("PROMPT", no=23, color="") 75 | logger.level("INIT", no=31, color="") 76 | logger.level("INIT_OK", no=31, color="") 77 | logger.level("INIT_WARN", no=31, color="") 78 | logger.level("INIT_ERR", no=31, color="") 79 | # Messages contain important information without which this application might not be able to be used 80 | # As such, they have the highest priority 81 | logger.level("MESSAGE", no=61, color="") 82 | 83 | logger.__class__.generation = partialmethod(logger.__class__.log, "GENERATION") 84 | logger.__class__.prompt = partialmethod(logger.__class__.log, "PROMPT") 85 | logger.__class__.init = partialmethod(logger.__class__.log, "INIT") 86 | logger.__class__.init_ok = partialmethod(logger.__class__.log, "INIT_OK") 87 | logger.__class__.init_warn = partialmethod(logger.__class__.log, "INIT_WARN") 88 | logger.__class__.init_err = partialmethod(logger.__class__.log, "INIT_ERR") 89 | logger.__class__.message = partialmethod(logger.__class__.log, "MESSAGE") 90 | 91 | config = { 92 | "handlers": [ 93 | {"sink": sys.stderr, "format": logfmt, "colorize":True, "filter": is_stderr_log}, 94 | {"sink": sys.stdout, "format": genfmt, "level": "PROMPT", "colorize":True, "filter": is_stdout_log}, 95 | {"sink": sys.stdout, "format": initfmt, "level": "INIT", "colorize":True, "filter": is_init_log}, 96 | {"sink": sys.stdout, "format": msgfmt, "level": "MESSAGE", "colorize":True, "filter": is_msg_log} 97 | ], 98 | } 99 | logger.configure(**config) 100 | logger.add("cliRequests.log", retention="7 days", level=19) 101 | logger.disable("__main__") 102 | # logger.warning("disabled") 103 | logger.enable("") 104 | logger.enable(None) 105 | 106 | -------------------------------------------------------------------------------- /cli_request_alchemy.py: -------------------------------------------------------------------------------- 1 | import requests, json, os, time, argparse, base64 2 | import yaml 3 | import sys 4 | 5 | from cli_logger import logger, set_logger_verbosity, quiesce_logger, test_logger 6 | from PIL import Image 7 | from io import BytesIO 8 | from requests.exceptions import ConnectionError 9 | 10 | arg_parser = argparse.ArgumentParser() 11 | arg_parser.add_argument('--api_key', type=str, action='store', required=False, help="The API Key to use to authenticate on the Horde. Get one in https://aihorde.net/register") 12 | arg_parser.add_argument('-f', '--filename', type=str, action='store', required=False, help="The filename pattern to use. The type of alchemy will be appended to this.") 13 | arg_parser.add_argument('-v', '--verbosity', action='count', default=0, help="The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen") 14 | arg_parser.add_argument('-q', '--quiet', action='count', default=0, help="The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen") 15 | arg_parser.add_argument('--horde', action="store", required=False, type=str, default="https://aihorde.net", help="Use a different horde") 16 | arg_parser.add_argument('--trusted_workers', action="store_true", default=False, required=False, help="If true, the request will be sent only to trusted workers.") 17 | arg_parser.add_argument('--source_image', action="store", required=False, type=str, help="A file path to an image file must be provided if one is not set in cliRequestsData.") 18 | args = arg_parser.parse_args() 19 | 20 | 21 | class RequestData(object): 22 | def __init__(self): 23 | self.client_agent = "cli_request_alchemy.py:1.0.0:(discord)db0#1625" 24 | self.api_key = "0000000000" 25 | self.filename = "horde_alchemy" 26 | self.submit_dict = { 27 | "trusted_workers": False, 28 | "forms": [ 29 | {"name": "caption"}, 30 | ] 31 | } 32 | self.source_image = None 33 | 34 | def get_submit_dict(self): 35 | submit_dict = self.submit_dict.copy() 36 | if self.source_image: 37 | final_src_img = Image.open(self.source_image) 38 | buffer = BytesIO() 39 | # We send as WebP to avoid using all the horde bandwidth 40 | final_src_img.save(buffer, format="Webp", quality=95, exact=True) 41 | submit_dict["source_image"] = base64.b64encode(buffer.getvalue()).decode("utf8") 42 | else: 43 | logger.error("Alchemy requires a source image.") 44 | sys.exit(1) 45 | return(submit_dict) 46 | 47 | def load_request_data(): 48 | request_data = RequestData() 49 | if os.path.exists("cliRequestsData_Alchemy.yml"): 50 | with open("cliRequestsData_Alchemy.yml", "rt", encoding="utf-8", errors="ignore") as configfile: 51 | config = yaml.safe_load(configfile) 52 | for key, value in config.items(): 53 | setattr(request_data, key, value) 54 | if args.api_key: request_data.api_key = args.api_key 55 | if args.filename: request_data.filename = args.filename 56 | if args.trusted_workers: request_data.submit_dict["trusted_workers"] = args.trusted_workers 57 | if args.source_image: request_data.source_image = args.source_image 58 | return(request_data) 59 | 60 | 61 | @logger.catch(reraise=True) 62 | def generate(): 63 | request_data = load_request_data() 64 | # final_submit_dict["source_image"] = 'Test' 65 | headers = { 66 | "apikey": request_data.api_key, 67 | "Client-Agent": request_data.client_agent, 68 | } 69 | # logger.debug(request_data.get_submit_dict()) 70 | submit_req = requests.post(f'{args.horde}/api/v2/interrogate/async', json = request_data.get_submit_dict(), headers = headers) 71 | if submit_req.ok: 72 | submit_results = submit_req.json() 73 | logger.debug(submit_results) 74 | req_id = submit_results['id'] 75 | is_done = False 76 | retry = 0 77 | cancelled = False 78 | try: 79 | while not is_done: 80 | try: 81 | chk_req = requests.get(f'{args.horde}/api/v2/interrogate/status/{req_id}') 82 | if not chk_req.ok: 83 | logger.error(chk_req.text) 84 | return 85 | chk_results = chk_req.json() 86 | logger.debug( 87 | [ 88 | { 89 | 'form': f['form'], 90 | 'state': f['state'], 91 | } for f in chk_results['forms'] 92 | ] 93 | ) 94 | is_done = chk_results['state'] in ["done", "faulted"] 95 | time.sleep(0.8) 96 | except ConnectionError as e: 97 | retry += 1 98 | logger.error(f"Error {e} when retrieving status. Retry {retry}/10") 99 | if retry < 10: 100 | time.sleep(1) 101 | continue 102 | raise 103 | except KeyboardInterrupt: 104 | logger.info(f"Cancelling {req_id}...") 105 | cancelled = True 106 | retrieve_req = requests.delete(f'{args.horde}/api/v2/interrogate/status/{req_id}') 107 | if not cancelled: 108 | retrieve_req = requests.get(f'{args.horde}/api/v2/interrogate/status/{req_id}') 109 | if not retrieve_req.ok: 110 | logger.error(retrieve_req.text) 111 | return 112 | results_json = retrieve_req.json() 113 | # logger.debug(results_json) 114 | if results_json['state'] == "faulted": 115 | final_submit_dict = request_data.get_submit_dict() 116 | final_submit_dict["source_image"] = f"Alchemy request with size: {len(final_submit_dict['source_image'])}" 117 | logger.error(f"Something went wrong when generating the request. Please contact the horde administrator with your request details: {final_submit_dict}") 118 | return 119 | results = results_json['forms'] 120 | for iter in range(len(results)): 121 | form = results[iter]['form'] 122 | if results[iter]['state'] == "faulted": 123 | logger.warning(f"{results[iter]['form']} has faulted") 124 | elif results[iter]['state'] == "cancelled": 125 | logger.warning(f"{results[iter]['form']} was cancelled") 126 | elif form == "interrogation": 127 | final_filename = f"{request_data.filename}_{form}.txt" 128 | interrogate = json.dumps(results[iter]['result'][form], indent=4) 129 | with open(final_filename, 'w') as handler: 130 | handler.write(interrogate) 131 | logger.generation(f"{form} result saved in: {final_filename}") 132 | elif type(results[iter]['result'][form]) is str and results[iter]['result'][form].startswith("http"): 133 | final_filename = f"{request_data.filename}_{form}.webp" 134 | logger.debug(f"Downloading '{form}' from {results[iter]['result'][form]}") 135 | try: 136 | img_data = requests.get(results[iter]['result'][form]).content 137 | except Exception as err: 138 | logger.error(f"Error: {err}") 139 | with open(final_filename, 'wb') as handler: 140 | handler.write(img_data) 141 | logger.generation(f"{form} result saved in: {final_filename}") 142 | else: 143 | logger.generation(f"{form} result: {results[iter]['result'][form]}") 144 | else: 145 | logger.error(submit_req.text) 146 | 147 | set_logger_verbosity(args.verbosity) 148 | quiesce_logger(args.quiet) 149 | 150 | generate() 151 | -------------------------------------------------------------------------------- /cli_request_dream.py: -------------------------------------------------------------------------------- 1 | import requests 2 | import json 3 | import os 4 | import time 5 | import argparse 6 | import base64 7 | import yaml 8 | import sys 9 | from omegaconf import OmegaConf 10 | 11 | from cli_logger import logger, set_logger_verbosity, quiesce_logger, test_logger 12 | from PIL import Image 13 | from io import BytesIO 14 | from requests.exceptions import ConnectionError 15 | from tqdm import tqdm 16 | 17 | arg_parser = argparse.ArgumentParser() 18 | arg_parser.add_argument('-n', '--amount', action="store", required=False, 19 | type=int, help="The amount of images to generate with this prompt") 20 | arg_parser.add_argument("-m", '--model', action="store", default="stable_diffusion", required=False, 21 | type=str, help="Generalist AI image generating model. The baseline for all finetuned models") 22 | arg_parser.add_argument('-p', '--prompt', action="store", required=False, 23 | type=str, help="The prompt with which to generate images") 24 | arg_parser.add_argument('--style', action="store", required=False, 25 | type=str, help="The style to use to generate the images") 26 | arg_parser.add_argument('-w', '--width', action="store", required=False, type=int, 27 | help="The width of the image to generate. Has to be a multiple of 64") 28 | arg_parser.add_argument('-l', '--height', action="store", required=False, type=int, 29 | help="The height of the image to generate. Has to be a multiple of 64") 30 | arg_parser.add_argument('-s', '--steps', action="store", required=False, 31 | type=int, help="The amount of steps to use for this generation") 32 | arg_parser.add_argument('--api_key', type=str, action='store', required=False, 33 | help="The API Key to use to authenticate on the Horde. Get one in https://aihorde.net/register") 34 | arg_parser.add_argument('-f', '--filename', type=str, action='store', required=False, 35 | help="The filename to use to save the images. If more than 1 image is generated, the number of generation will be prepended") 36 | arg_parser.add_argument('-v', '--verbosity', action='count', default=0, 37 | help="The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen") 38 | arg_parser.add_argument('-q', '--quiet', action='count', default=0, 39 | help="The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen") 40 | arg_parser.add_argument('--horde', action="store", required=False, 41 | type=str, default="https://aihorde.net", help="Use a different horde") 42 | arg_parser.add_argument('--nsfw', action="store_true", default=False, required=False, 43 | help="Mark the request as NSFW. Only servers which allow NSFW will pick it up") 44 | arg_parser.add_argument('--censor_nsfw', action="store_true", default=False, required=False, 45 | help="If the request is SFW, and the worker accidentaly generates NSFW, it will send back a censored image.") 46 | arg_parser.add_argument('--trusted_workers', action="store_true", default=False, 47 | required=False, help="If true, the request will be sent only to trusted workers.") 48 | arg_parser.add_argument('--source_image', action="store", required=False, type=str, 49 | help="When a file path is provided, will be used as the source for img2img") 50 | arg_parser.add_argument('--source_processing', action="store", required=False, 51 | type=str, help="Can either be img2img, inpainting, or outpainting") 52 | arg_parser.add_argument('--source_mask', action="store", required=False, type=str, 53 | help="When a file path is provided, will be used as the mask source for inpainting/outpainting") 54 | arg_parser.add_argument('--dry_run', action="store_true", default=False, required=False, 55 | help="If true, The request will only print the amount of kudos the payload would spend, and exit.") 56 | arg_parser.add_argument('--yml_file', action="store", default="cliRequestsData_Dream.yml", 57 | required=False, help="Overrides the default yml, CLI arguments still have priority.") 58 | arg_parser.add_argument('-b', '--progress_bar', action="store_true", required=False, 59 | default=True, help="Show the progress bar") 60 | args = arg_parser.parse_args() 61 | 62 | 63 | class RequestData(object): 64 | def __init__(self): 65 | self.submit_prepared = False 66 | self.client_agent = "cli_request_dream.py:1.1.0:(discord)db0#1625" 67 | self.api_key = "0000000000" 68 | self.filename = "witch_dream.png" 69 | self.imgen_params = { 70 | "n": 2, 71 | "width": 64*8, 72 | "height": 64*8, 73 | "steps": 20, 74 | "sampler_name": "k_euler_a", 75 | "cfg_scale": 7.5, 76 | "denoising_strength": 0.6, 77 | "hires_fix_denoising_strength": 0.5, 78 | } 79 | self.submit_dict = { 80 | "prompt": "a horde of cute stable robots in a sprawling server room repairing a massive mainframe", 81 | "nsfw": False, 82 | "censor_nsfw": False, 83 | "trusted_workers": False, 84 | "models": ["stable_diffusion"], 85 | "r2": True, 86 | "dry_run": False 87 | } 88 | self.source_image = None 89 | self.extra_source_images = None 90 | self.source_processing = "img2img" 91 | self.source_mask = None 92 | 93 | def get_submit_dict(self): 94 | if self.submit_prepared: 95 | return self.submit_dict 96 | submit_dict = self.submit_dict.copy() 97 | submit_dict["params"] = self.imgen_params 98 | submit_dict["source_processing"] = self.source_processing 99 | if self.source_image: 100 | final_src_img = Image.open(self.source_image) 101 | buffer = BytesIO() 102 | # We send as WebP to avoid using all the horde bandwidth 103 | final_src_img.save(buffer, format="Webp", quality=95, exact=True) 104 | submit_dict["source_image"] = base64.b64encode( 105 | buffer.getvalue()).decode("utf8") 106 | if self.source_mask: 107 | final_src_mask = Image.open(self.source_mask) 108 | buffer = BytesIO() 109 | # We send as WebP to avoid using all the horde bandwidth 110 | final_src_mask.save(buffer, format="Webp", quality=95, exact=True) 111 | submit_dict["source_mask"] = base64.b64encode( 112 | buffer.getvalue()).decode("utf8") 113 | if self.extra_source_images: 114 | for esi in self.extra_source_images: 115 | if not isinstance(esi, dict): 116 | logger.warning(f"Bad extra_source_images payload. Type: {type(esi)} (should be dict)") 117 | continue 118 | if "image" not in esi: 119 | logger.warning(f"No image key in extra_source_image entry.") 120 | continue 121 | final_esi = Image.open(esi["image"]) 122 | buffer = BytesIO() 123 | # We send as WebP to avoid using all the horde bandwidth 124 | final_esi.save(buffer, format="Webp", quality=95, exact=True) 125 | esi["image"] = base64.b64encode( 126 | buffer.getvalue()).decode("utf8") 127 | submit_dict["extra_source_images"] = self.extra_source_images 128 | self.submit_prepared = True 129 | self.submit_dict = submit_dict 130 | return submit_dict 131 | 132 | 133 | def load_request_data(): 134 | request_data = RequestData() 135 | if os.path.exists(args.yml_file): 136 | with open(args.yml_file, "rt", encoding="utf-8", errors="ignore") as configfile: 137 | config = yaml.safe_load(configfile) 138 | for key, value in config.items(): 139 | setattr(request_data, key, value) 140 | if os.path.exists("special.yml"): 141 | special = OmegaConf.load("special.yml") 142 | request_data.imgen_params["special"] = OmegaConf.to_container( 143 | special, resolve=True) 144 | if os.path.exists("special.json"): 145 | special = OmegaConf.load("special.json") 146 | request_data.imgen_params["special"] = OmegaConf.to_container( 147 | special, resolve=True) 148 | if args.api_key: 149 | request_data.api_key = args.api_key 150 | if args.filename: 151 | request_data.filename = args.filename 152 | if args.amount: 153 | request_data.imgen_params["n"] = args.amount 154 | if args.width: 155 | request_data.imgen_params["width"] = args.width 156 | if args.height: 157 | request_data.imgen_params["height"] = args.height 158 | if args.steps: 159 | request_data.imgen_params["steps"] = args.steps 160 | if args.prompt: 161 | request_data.submit_dict["prompt"] = args.prompt 162 | if args.style: 163 | request_data.submit_dict["style"] = args.style 164 | if args.nsfw: 165 | request_data.submit_dict["nsfw"] = args.nsfw 166 | if args.censor_nsfw: 167 | request_data.submit_dict["censor_nsfw"] = args.censor_nsfw 168 | if args.trusted_workers: 169 | request_data.submit_dict["trusted_workers"] = args.trusted_workers 170 | if args.source_image: 171 | request_data.source_image = args.source_image 172 | if args.source_processing: 173 | request_data.source_processing = args.source_processing 174 | if args.source_mask: 175 | request_data.source_mask = args.source_mask 176 | if args.dry_run: 177 | request_data.submit_dict["dry_run"] = args.dry_run 178 | return (request_data) 179 | 180 | 181 | @logger.catch(reraise=True) 182 | def generate(): 183 | request_data = load_request_data() 184 | # final_submit_dict["source_image"] = 'Test' 185 | 186 | progress_bar = args.progress_bar 187 | if args.verbosity and progress_bar: 188 | progress_bar = False 189 | if progress_bar: 190 | pbar_queue_position = tqdm(desc="queue position: N/A | Wait Time: N/A",bar_format="{desc}") 191 | pbar_progress = tqdm( 192 | total=request_data.imgen_params.get('n'), desc="progress") 193 | 194 | headers = { 195 | "apikey": request_data.api_key, 196 | "Client-Agent": request_data.client_agent, 197 | } 198 | # logger.debug(request_data.get_submit_dict()) 199 | # logger.debug(json.dumps(request_data.get_submit_dict(), indent=4)) 200 | submit_req = requests.post(f'{args.horde}/api/v2/generate/async', 201 | json=request_data.get_submit_dict(), headers=headers) 202 | if submit_req.ok: 203 | submit_results = submit_req.json() 204 | logger.debug(submit_results) 205 | # logger.debug(submit_req.headers) 206 | req_id = submit_results.get('id') 207 | if not req_id: 208 | logger.message(submit_results) 209 | return 210 | is_done = False 211 | retry = 0 212 | cancelled = False 213 | try: 214 | while not is_done: 215 | try: 216 | chk_req = requests.get( 217 | f'{args.horde}/api/v2/generate/check/{req_id}') 218 | if not chk_req.ok: 219 | logger.error(chk_req.text) 220 | return 221 | chk_results = chk_req.json() 222 | logger.info(chk_results) 223 | 224 | if progress_bar: 225 | pbar_progress.desc = ( 226 | f"Wait:{chk_results.get('waiting')} " 227 | f"Proc:{chk_results.get('processing')} " 228 | f"Res:{chk_results.get('restarted')} " 229 | f"Fin:{chk_results.get('finished')}" 230 | ) 231 | pbar_queue_position.desc = f"Queue Position: {chk_results.get('queue_position')} | ETA: {chk_results.get('wait_time')}s" 232 | pbar_progress.n = chk_results.get('finished') 233 | 234 | pbar_queue_position.refresh() 235 | pbar_progress.refresh() 236 | 237 | is_done = chk_results['done'] 238 | time.sleep(0.8) 239 | except ConnectionError as e: 240 | retry += 1 241 | logger.error( 242 | f"Error {e} when retrieving status. Retry {retry}/10") 243 | if retry < 10: 244 | time.sleep(1) 245 | continue 246 | raise 247 | except KeyboardInterrupt: 248 | logger.info(f"Cancelling {req_id}...") 249 | cancelled = True 250 | retrieve_req = requests.delete( 251 | f'{args.horde}/api/v2/generate/status/{req_id}') 252 | if not cancelled: 253 | retrieve_req = requests.get( 254 | f'{args.horde}/api/v2/generate/status/{req_id}') 255 | if not retrieve_req.ok: 256 | logger.error(retrieve_req.text) 257 | return 258 | results_json = retrieve_req.json() 259 | # logger.debug(results_json) 260 | if results_json['faulted']: 261 | final_submit_dict = request_data.get_submit_dict() 262 | if "source_image" in final_submit_dict: 263 | final_submit_dict[ 264 | "source_image"] = f"img2img request with size: {len(final_submit_dict['source_image'])}" 265 | logger.error( 266 | f"Something went wrong when generating the request. Please contact the horde administrator with your request details: {final_submit_dict}") 267 | return 268 | results = results_json['generations'] 269 | if progress_bar: 270 | pbar_queue_position.close() 271 | pbar_progress.close() 272 | for iter in range(len(results)): 273 | # logger.debug(results[iter]['gen_metadata']) 274 | final_filename = request_data.filename 275 | if len(results) > 1: 276 | final_filename = f"{iter}_{request_data.filename}" 277 | if request_data.get_submit_dict()["r2"]: 278 | logger.debug( 279 | f"Downloading '{results[iter]['id']}' from {results[iter]['img']}") 280 | try: 281 | img_data = requests.get(results[iter]["img"]).content 282 | except: 283 | logger.error("Received b64 again") 284 | with open(final_filename, 'wb') as handler: 285 | handler.write(img_data) 286 | else: 287 | b64img = results[iter]["img"] 288 | base64_bytes = b64img.encode('utf-8') 289 | img_bytes = base64.b64decode(base64_bytes) 290 | img = Image.open(BytesIO(img_bytes)) 291 | img.save(final_filename) 292 | censored = '' 293 | for metadata in results[iter]['gen_metadata']: 294 | if metadata.get('type') == 'censorship': 295 | censored = " (censored)" 296 | if metadata.get('type') == 'batch_index': 297 | logger.debug(metadata['ref']) 298 | logger.message( 299 | f"Saved{censored} {final_filename} for {results_json['kudos']} kudos (via {results[iter]['worker_name']} - {results[iter]['worker_id']})") 300 | else: 301 | logger.error(submit_req.text) 302 | 303 | 304 | set_logger_verbosity(args.verbosity) 305 | quiesce_logger(args.quiet) 306 | generate() 307 | -------------------------------------------------------------------------------- /cli_request_scribe.py: -------------------------------------------------------------------------------- 1 | import requests, json, os, time, argparse, base64 2 | import yaml 3 | import sys 4 | 5 | from cli_logger import logger, set_logger_verbosity, quiesce_logger, test_logger 6 | from PIL import Image 7 | from io import BytesIO 8 | from requests.exceptions import ConnectionError 9 | 10 | arg_parser = argparse.ArgumentParser() 11 | arg_parser.add_argument('--api_key', type=str, action='store', required=False, help="The API Key to use to authenticate on the Horde. Get one in https://aihorde.net/register") 12 | arg_parser.add_argument('-n', '--amount', action="store", required=False, type=int, help="The amount of images to generate with this prompt") 13 | arg_parser.add_argument('-p','--prompt', action="store", required=False, type=str, help="The prompt with which to generate images") 14 | arg_parser.add_argument('-c', '--max_context_length', action="store", required=False, type=int, help="The maximum amount of tokens to read from the prompt") 15 | arg_parser.add_argument('-l', '--max_length', action="store", required=False, type=int, help="The maximum amount of tokens to generate") 16 | arg_parser.add_argument('-v', '--verbosity', action='count', default=0, help="The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen") 17 | arg_parser.add_argument('-q', '--quiet', action='count', default=0, help="The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen") 18 | arg_parser.add_argument('--horde', action="store", required=False, type=str, default="https://aihorde.net", help="Use a different horde") 19 | arg_parser.add_argument('--trusted_workers', action="store_true", default=False, required=False, help="If true, the request will be sent only to trusted workers.") 20 | arg_parser.add_argument('--dry_run', action="store_true", default=False, required=False, help="If true, The request will only print the amount of kudos the payload would spend, and exit.") 21 | args = arg_parser.parse_args() 22 | 23 | 24 | class RequestData(object): 25 | def __init__(self): 26 | self.client_agent = "cli_request_scribe.py:1.1.0:(discord)db0#1625" 27 | self.api_key = "0000000000" 28 | self.txtgen_params = { 29 | "n": 1, 30 | "max_context_length": 1024, 31 | "max_length": 40, 32 | } 33 | self.submit_dict = { 34 | "prompt": "a horde of cute kobolds furiously typing on typewriters", 35 | "trusted_workers": False, 36 | "models": [], 37 | "dry_run": False 38 | } 39 | 40 | def get_submit_dict(self): 41 | submit_dict = self.submit_dict.copy() 42 | submit_dict["params"] = self.txtgen_params 43 | return(submit_dict) 44 | 45 | def load_request_data(): 46 | request_data = RequestData() 47 | if os.path.exists("cliRequestsData_Scribe.yml"): 48 | with open("cliRequestsData_Scribe.yml", "rt", encoding="utf-8", errors="ignore") as configfile: 49 | config = yaml.safe_load(configfile) 50 | for key, value in config.items(): 51 | setattr(request_data, key, value) 52 | if args.api_key: request_data.api_key = args.api_key 53 | if args.amount: request_data.txtgen_params["n"] = args.amount 54 | if args.max_context_length: request_data.txtgen_params["max_context_length"] = args.max_context_length 55 | if args.max_length: request_data.txtgen_params["max_length"] = args.max_length 56 | if args.prompt: request_data.submit_dict["prompt"] = args.prompt 57 | if args.trusted_workers: request_data.submit_dict["trusted_workers"] = args.trusted_workers 58 | if args.dry_run: request_data.submit_dict["dry_run"] = args.dry_run 59 | return(request_data) 60 | 61 | 62 | @logger.catch(reraise=True) 63 | def generate(): 64 | request_data = load_request_data() 65 | # final_submit_dict["source_image"] = 'Test' 66 | headers = { 67 | "apikey": request_data.api_key, 68 | "Client-Agent": request_data.client_agent, 69 | } 70 | # logger.debug(request_data.get_submit_dict()) 71 | submit_req = requests.post(f'{args.horde}/api/v2/generate/text/async', json = request_data.get_submit_dict(), headers = headers) 72 | if submit_req.ok: 73 | submit_results = submit_req.json() 74 | logger.debug(submit_results) 75 | req_id = submit_results.get('id') 76 | if not req_id: 77 | logger.message(submit_results) 78 | return 79 | is_done = False 80 | retry = 0 81 | cancelled = False 82 | try: 83 | while not is_done: 84 | try: 85 | chk_req = requests.get(f'{args.horde}/api/v2/generate/text/status/{req_id}') 86 | if not chk_req.ok: 87 | logger.error(chk_req.text) 88 | return 89 | chk_results = chk_req.json() 90 | logger.info(chk_results) 91 | is_done = chk_results['done'] 92 | time.sleep(0.8) 93 | except ConnectionError as e: 94 | retry += 1 95 | logger.error(f"Error {e} when retrieving status. Retry {retry}/10") 96 | if retry < 10: 97 | time.sleep(1) 98 | continue 99 | raise 100 | except KeyboardInterrupt: 101 | logger.info(f"Cancelling {req_id}...") 102 | cancelled = True 103 | retrieve_req = requests.delete(f'{args.horde}/api/v2/generate/text/status/{req_id}') 104 | if not cancelled: 105 | retrieve_req = requests.get(f'{args.horde}/api/v2/generate/text/status/{req_id}') 106 | if not retrieve_req.ok: 107 | logger.error(retrieve_req.text) 108 | return 109 | results_json = retrieve_req.json() 110 | # logger.debug(results_json) 111 | if results_json['faulted']: 112 | final_submit_dict = request_data.get_submit_dict() 113 | logger.error(f"Something went wrong when generating the request. Please contact the horde administrator with your request details: {final_submit_dict}") 114 | return 115 | results = results_json['generations'] 116 | for iter in range(len(results)): 117 | if len(results[iter]['text']) == 0: 118 | logger.generation(f"{iter}: ") 119 | else: 120 | logger.generation(f"{iter}: {results[iter]['text']}") 121 | else: 122 | logger.error(submit_req.text) 123 | 124 | set_logger_verbosity(args.verbosity) 125 | quiesce_logger(args.quiet) 126 | 127 | generate() 128 | -------------------------------------------------------------------------------- /cli_requirements.txt: -------------------------------------------------------------------------------- 1 | requests >= 2.27 2 | loguru 3 | pillow 4 | omegaconf 5 | tqdm -------------------------------------------------------------------------------- /db0.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/db0.jpg -------------------------------------------------------------------------------- /inpaint_alpha.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/inpaint_alpha.png -------------------------------------------------------------------------------- /inpaint_mask.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/inpaint_mask.png -------------------------------------------------------------------------------- /inpaint_original.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/inpaint_original.png -------------------------------------------------------------------------------- /mountains.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/mountains.png -------------------------------------------------------------------------------- /sunset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Haidra-Org/AI-Horde-CLI/01e877cbd1c6d4471a0472b8b215dbc151584115/sunset.png --------------------------------------------------------------------------------