{"id":20779438,"url":"https://github.com/freedomintelligence/autonomous_learning","last_synced_at":"2025-04-30T19:44:01.645Z","repository":{"id":242296616,"uuid":"809193980","full_name":"FreedomIntelligence/Autonomous_Learning","owner":"FreedomIntelligence","description":"LLMs Could Autonomously Learn Without External Supervision. (An Autonomous Learning Method)","archived":false,"fork":false,"pushed_at":"2024-12-30T03:48:54.000Z","size":1356,"stargazers_count":9,"open_issues_count":0,"forks_count":2,"subscribers_count":10,"default_branch":"main","last_synced_at":"2025-03-30T19:22:33.731Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/FreedomIntelligence.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,"zenodo":null}},"created_at":"2024-06-02T01:20:06.000Z","updated_at":"2025-03-01T16:15:59.000Z","dependencies_parsed_at":"2024-06-04T05:25:02.794Z","dependency_job_id":"bfe45d78-56ea-4603-8d2b-b6994b995ade","html_url":"https://github.com/FreedomIntelligence/Autonomous_Learning","commit_stats":null,"previous_names":["freedomintelligence/autonomous_learning"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FAutonomous_Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FAutonomous_Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FAutonomous_Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FAutonomous_Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FreedomIntelligence","download_url":"https://codeload.github.com/FreedomIntelligence/Autonomous_Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251772587,"owners_count":21641465,"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":"2024-11-17T13:27:55.743Z","updated_at":"2025-04-30T19:44:01.641Z","avatar_url":"https://github.com/FreedomIntelligence.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Autonomous Learning (AL)\nThis is the official repository for the paper 'LLMs Could Autonomously Learn Without External Supervision'.\n\u003cdiv align=center\u003e\n\u003cimg src=\"./image/AL_Overview.png\" width = \"75%\" alt=\"Autonomous Learning\" align=center/\u003e\n\u003c/div\u003e\n\n## Requirements\n\n* Python == 3.10.13\n* torch == 2.0.1\n* transformers == 4.35.0\n* alignment-handbook == 0.3.0.dev0\n* numpy == 1.26.3\n* vllm == 0.2.1\n* trl == 0.7.4\n* accelerate == 0.23.2\n\n## run\n```\nbash run_AL.sh\n```\n\n\n## Reproducibility\nWe experiment on 8 Tesla A100-80GB GPU.\n\n## Bugs or Questions?\nIf you have any questions related to the code or the paper, feel free to email Ke Ji (keji@link.cuhk.edu.cn).\n\n## Citation\nPlease cite our paper if you find the repo helpful in your work:\n\n```bibtex\n@article{ji2024llms,\n  title={LLMs Could Autonomously Learn Without External Supervision},\n  author={Ji, Ke and Chen, Junying and Gao, Anningzhe and Xie, Wenya and Wan, Xiang and Wang, Benyou},\n  journal={arXiv preprint arXiv:2406.00606},\n  year={2024}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreedomintelligence%2Fautonomous_learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffreedomintelligence%2Fautonomous_learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreedomintelligence%2Fautonomous_learning/lists"}