{"id":21887790,"url":"https://github.com/arjuntheprogrammer/finetuning_llms","last_synced_at":"2025-03-22T02:22:11.655Z","repository":{"id":239902110,"uuid":"800920702","full_name":"arjuntheprogrammer/finetuning_llms","owner":"arjuntheprogrammer","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-16T05:13:52.000Z","size":6877,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-26T20:29:23.032Z","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/arjuntheprogrammer.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":"2024-05-15T08:54:49.000Z","updated_at":"2024-05-16T05:13:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"a4ead41e-f09c-4198-b2af-310235d48c1c","html_url":"https://github.com/arjuntheprogrammer/finetuning_llms","commit_stats":null,"previous_names":["arjuntheprogrammer/finetuning_llms"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Ffinetuning_llms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Ffinetuning_llms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Ffinetuning_llms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Ffinetuning_llms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arjuntheprogrammer","download_url":"https://codeload.github.com/arjuntheprogrammer/finetuning_llms/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244895065,"owners_count":20527827,"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","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":"2024-11-28T11:12:33.623Z","updated_at":"2025-03-22T02:22:11.649Z","avatar_url":"https://github.com/arjuntheprogrammer.png","language":"Jupyter Notebook","readme":"# Finetuning Large Language Models\n\nLearn to finetune an LLM in minutes and specialize it to use your own data\n\n- Master LLM finetuning basics\n- Differentiate finetuning from prompt engineering and know when to use each\n- Gain hands-on experience with real datasets for your projects\n\n![CourseOverview](image.png)\n\n---\n\n## INDEX\n\n1. Why Finetune\n2. Where Finetuning fits\n3. Instruction Finetuning\n4. Data Preparation\n5. Training Process\n6. Evaluation and Iteration\n7. Considerations\n\n---\n\n## YT RECORDINGS\n\n1. Instruction Finetuning:[![Instruction Finetuning](https://img.youtube.com/vi/pmGTnZOWKH8/0.jpg)](https://youtu.be/pmGTnZOWKH8)\n2. Data Preparation:[![Data Preparation](https://img.youtube.com/vi/Y3DvAH1DjFM/0.jpg)](https://youtu.be/Y3DvAH1DjFM)\n3. Training:[![Training](https://img.youtube.com/vi/FYeSpI9mDWc/0.jpg)](https://youtu.be/FYeSpI9mDWc)\n4. Evaluation:[![Evaluation](https://img.youtube.com/vi/lpnLn4scdbQ/0.jpg)](https://youtu.be/lpnLn4scdbQ)\n\n---\n\n## COURSE LINK\n\n\u003chttps://learn.deeplearning.ai/courses/finetuning-large-language-models/\u003e\n\n---\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Ffinetuning_llms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farjuntheprogrammer%2Ffinetuning_llms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Ffinetuning_llms/lists"}