{"id":21887788,"url":"https://github.com/arjuntheprogrammer/llm_with_rlhf","last_synced_at":"2025-03-22T02:22:16.216Z","repository":{"id":240215849,"uuid":"801950046","full_name":"arjuntheprogrammer/llm_with_rlhf","owner":"arjuntheprogrammer","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-17T10:25:14.000Z","size":1021,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-26T20:29:25.391Z","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":"2024-05-17T08:23:16.000Z","updated_at":"2024-05-17T10:25:18.000Z","dependencies_parsed_at":"2024-05-17T11:34:40.150Z","dependency_job_id":"3a2f0ce7-54b1-4bae-afb1-9fb2f8ace3c8","html_url":"https://github.com/arjuntheprogrammer/llm_with_rlhf","commit_stats":null,"previous_names":["arjuntheprogrammer/llm_with_rlhf"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Fllm_with_rlhf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Fllm_with_rlhf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Fllm_with_rlhf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2Fllm_with_rlhf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arjuntheprogrammer","download_url":"https://codeload.github.com/arjuntheprogrammer/llm_with_rlhf/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244895080,"owners_count":20527829,"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":"2024-11-28T11:12:32.952Z","updated_at":"2025-03-22T02:22:16.188Z","avatar_url":"https://github.com/arjuntheprogrammer.png","language":"Jupyter Notebook","readme":"# REINFORCEMENT LEARNING FROM HUMAN FEEDBACK\n\nA conceptual and hands-on introduction to tuning and evaluating large language models (LLMs) using Reinforcement Learning from Human Feedback.\n\n- Get a conceptual understanding of Reinforcement Learning from Human Feedback (RLHF), as well as the datasets needed for this technique\n- Fine-tune the Llama 2 model using RLHF with the open source Google Cloud Pipeline Components Library\n- Evaluate tuned model performance against the base model with evaluation methods\n\n---\n\n## INDEX\n\n1. How does RLHF Works\n2. Datasets for RL Training\n3. Tune an LLM with RLHF\n4. Evaluate the tuned model\n\n---\n\n## COURSE LINK\n\nhttps://learn.deeplearning.ai/courses/reinforcement-learning-from-human-feedback\n\n---\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Fllm_with_rlhf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farjuntheprogrammer%2Fllm_with_rlhf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Fllm_with_rlhf/lists"}