{"id":17989574,"url":"https://github.com/evilfreelancer/chatgpt-notebooks","last_synced_at":"2025-11-03T17:00:13.166Z","repository":{"id":190266480,"uuid":"682249635","full_name":"EvilFreelancer/chatgpt-notebooks","owner":"EvilFreelancer","description":"Collection of small notebooks for pretraining ChatGPT","archived":false,"fork":false,"pushed_at":"2023-08-26T12:38:21.000Z","size":8,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-04T03:41:24.390Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/EvilFreelancer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-08-23T19:05:17.000Z","updated_at":"2024-04-12T20:23:44.000Z","dependencies_parsed_at":"2024-10-29T19:54:55.994Z","dependency_job_id":null,"html_url":"https://github.com/EvilFreelancer/chatgpt-notebooks","commit_stats":null,"previous_names":["evilfreelancer/chatgpt-notebooks"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EvilFreelancer/chatgpt-notebooks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvilFreelancer%2Fchatgpt-notebooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvilFreelancer%2Fchatgpt-notebooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvilFreelancer%2Fchatgpt-notebooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvilFreelancer%2Fchatgpt-notebooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EvilFreelancer","download_url":"https://codeload.github.com/EvilFreelancer/chatgpt-notebooks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EvilFreelancer%2Fchatgpt-notebooks/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":282494848,"owners_count":26678624,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-11-03T02:00:05.676Z","response_time":108,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-29T19:14:59.605Z","updated_at":"2025-11-03T17:00:13.043Z","avatar_url":"https://github.com/EvilFreelancer.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ChatGPT-3.5 fine-tune notebook\n\nWelcome, programmers!\n\nThis is your one-stop solution for fine-tuning the ChatGPT-3.5 Turbo model.\n\nContained within are essential resources to kickstart your model training journey: a sample dataset to give you a\nglimpse into the training data structure, a handy cURL script that lets you initiate training without diving into Python\ncode, and a Jupyter notebook detailing the fine-tuning process\n\nWhether you're an AI enthusiast or a seasoned practitioner, we've got you covered. Dive in and empower your ChatGPT!\n\n## Related Blog Post\n\nFor a comprehensive walkthrough of the fine-tuning process and insights into the methodologies used, refer to\nthis [blog post](https://dzen.ru/a/ZOZQNS_FBUJZ2tjU) (Note: The blog post is in Russian).\n\n## Requirements\n\n* Python 3.10 or later\n* Python VirtualEnv\n* Jupyter Notebook\n* [RecipeNLG](https://recipenlg.cs.put.poznan.pl/dataset) dataset placed in the root of this project.\n* Required Python libraries (as listed in requirements.txt)\n\n## Instructions\n\n1. Ensure you have all the requirements installed and the RecipeNLG dataset available.\n2. There are specific cells in the notebook where you can input values or parameters for fine-tuning. Ensure to provide\n   appropriate values when prompted.\n3. Run each cell in notebook sequentially to initiate the fine-tuning process.\n4. The notebook will provide the fine-tuned model and display performance metrics after the process completes.\n\n## Links\n\n* https://dzen.ru/a/ZOZQNS_FBUJZ2tjU\n* https://recipenlg.cs.put.poznan.pl/dataset\n* https://openai.com/blog/gpt-3-5-turbo-fine-tuning-and-api-updates\n* https://openai.com/pricing\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevilfreelancer%2Fchatgpt-notebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fevilfreelancer%2Fchatgpt-notebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevilfreelancer%2Fchatgpt-notebooks/lists"}