{"id":15973211,"url":"https://github.com/tomekkorbak/kl-gpt3","last_synced_at":"2025-04-04T16:19:46.464Z","repository":{"id":86091036,"uuid":"534780851","full_name":"tomekkorbak/kl-gpt3","owner":"tomekkorbak","description":"A modular library for evaluating KL between a Huggingface Transformers models and GPT3","archived":false,"fork":false,"pushed_at":"2022-12-19T14:42:47.000Z","size":23,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-10T01:44:46.524Z","etag":null,"topics":["gpt3","language-models"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tomekkorbak.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2022-09-09T19:34:22.000Z","updated_at":"2022-12-19T14:46:19.000Z","dependencies_parsed_at":"2023-03-11T14:15:34.835Z","dependency_job_id":null,"html_url":"https://github.com/tomekkorbak/kl-gpt3","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomekkorbak%2Fkl-gpt3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomekkorbak%2Fkl-gpt3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomekkorbak%2Fkl-gpt3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomekkorbak%2Fkl-gpt3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tomekkorbak","download_url":"https://codeload.github.com/tomekkorbak/kl-gpt3/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247208370,"owners_count":20901570,"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":["gpt3","language-models"],"created_at":"2024-10-07T21:03:30.437Z","updated_at":"2025-04-04T16:19:46.440Z","avatar_url":"https://github.com/tomekkorbak.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# kl-gpt3\n\n# Quickstart\n\n```bash\npip install git+https://github.com/tomekkorbak/kl-gpt3.git transformers\nexport OPENAI_API_KEY=sk-YOURKEY\n```\n\n```python\nfrom transformers import AutoModelForCausalLM\nfrom kl_gpt3.kl_gpt3 import evaluate_forward_kl\n\ngpt2 = AutoModelForCausalLM.from_pretrained('gpt2')\nkl = evaluate_forward_kl(gpt2, max_tokens=32, num_samples=4)\nprint(kl)\n```\n\n# todos\n- [ ] handle gpt3 api timeout nicely\n- [ ] docstrings\n- [ ] add tests\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomekkorbak%2Fkl-gpt3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftomekkorbak%2Fkl-gpt3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomekkorbak%2Fkl-gpt3/lists"}