{"id":163825,"name":null,"description":"Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments","url":"https://github.com/bytedance/ftrl","last_synced_at":"2025-09-09T19:13:59.266Z","repository":{"id":309913836,"uuid":"1031768234","full_name":"bytedance/FTRL","owner":"bytedance","description":"Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments","archived":false,"fork":false,"pushed_at":"2025-08-14T13:19:35.000Z","size":26600,"stargazers_count":15,"open_issues_count":2,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-14T15:20:15.738Z","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bytedance.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,"zenodo":null}},"created_at":"2025-08-04T09:53:27.000Z","updated_at":"2025-08-14T13:19:38.000Z","dependencies_parsed_at":"2025-08-14T15:32:51.837Z","dependency_job_id":null,"html_url":"https://github.com/bytedance/FTRL","commit_stats":null,"previous_names":["bytedance/ftrl"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/bytedance/FTRL","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","download_url":"https://codeload.github.com/bytedance/FTRL/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274347965,"owners_count":25268971,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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"}},"owner":{"login":"bytedance","name":"Bytedance Inc.","uuid":"4158466","kind":"organization","description":"","email":null,"website":"https://opensource.bytedance.com","location":"Singapore","twitter":"ByteDanceOSS","company":null,"icon_url":"https://avatars.githubusercontent.com/u/4158466?v=4","repositories_count":255,"last_synced_at":"2024-04-16T02:59:18.813Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bytedance","funding_links":[],"total_stars":88648,"followers":6017,"following":0,"created_at":"2022-11-13T11:29:28.707Z","updated_at":"2024-04-16T03:00:36.055Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"bytedance/FTRL","html_url":"https://github.com/bytedance/FTRL","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-08-29T13:47:36.624Z","updated_at":"2025-08-29T14:50:25.814Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FFTRL/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":2},"pull_request_author_associations_count":{},"issue_authors":{"NielsRogge":1,"pull-ups":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10197929,"issues_count":32275653,"pull_requests_count":101879419,"authors_count":10740965,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":2},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"NielsRogge":1,"pull-ups":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":3,"WatchEvent":16,"IssueCommentEvent":1,"PushEvent":1,"PublicEvent":1},"last_year":{"IssuesEvent":3,"WatchEvent":16,"IssueCommentEvent":1,"PushEvent":1,"PublicEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-08-14T15:32:45.398Z","updated_at":"2025-08-14T15:32:45.398Z","repository_link":"https://github.com/bytedance/FTRL/blob/main/requirements.txt","dependencies":[{"id":24674392760,"package_name":"accelerate","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":24674392761,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.11.18","direct":true,"kind":"runtime","optional":false},{"id":24674392762,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.11.13","direct":true,"kind":"runtime","optional":false},{"id":24674392763,"package_name":"apex","ecosystem":"pypi","requirements":"==0.9.10dev","direct":true,"kind":"runtime","optional":false},{"id":24674393029,"package_name":"byted_wandb","ecosystem":"pypi","requirements":"==0.13.87","direct":true,"kind":"runtime","optional":false},{"id":24674393030,"package_name":"cachetools","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":24674393133,"package_name":"cachetools","ecosystem":"pypi","requirements":"==5.5.2","direct":true,"kind":"runtime","optional":false},{"id":24674393134,"package_name":"clearml","ecosystem":"pypi","requirements":"==2.0.2","direct":true,"kind":"runtime","optional":false},{"id":24674393347,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"==3.1.1","direct":true,"kind":"runtime","optional":false},{"id":24674393348,"package_name":"codetiming","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":24674393349,"package_name":"cupy_cuda12x","ecosystem":"pypi","requirements":"==13.4.1","direct":true,"kind":"runtime","optional":false},{"id":24674393367,"package_name":"datasets","ecosystem":"pypi","requirements":"==3.5.0","direct":true,"kind":"runtime","optional":false},{"id":24674393368,"package_name":"distribute","ecosystem":"pypi","requirements":"==0.6.26","direct":true,"kind":"runtime","optional":false},{"id":24674393432,"package_name":"einops","ecosystem":"pypi","requirements":"==0.8.1","direct":true,"kind":"runtime","optional":false},{"id":24674393433,"package_name":"fastapi","ecosystem":"pypi","requirements":"==0.116.1","direct":true,"kind":"runtime","optional":false},{"id":24674393434,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.18.0","direct":true,"kind":"runtime","optional":false},{"id":24674393435,"package_name":"flash_attn","ecosystem":"pypi","requirements":"==2.7.4.post1","direct":true,"kind":"runtime","optional":false},{"id":24674393436,"package_name":"func_timeout","ecosystem":"pypi","requirements":"==4.3.5","direct":true,"kind":"runtime","optional":false},{"id":24674394204,"package_name":"huggingface_hub","ecosystem":"pypi","requirements":"==0.30.2","direct":true,"kind":"runtime","optional":false},{"id":24674394205,"package_name":"human_eval.egg","ecosystem":"pypi","requirements":"==info","direct":true,"kind":"runtime","optional":false},{"id":24674395005,"package_name":"hydra-core","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":24674395006,"package_name":"json_repair","ecosystem":"pypi","requirements":"==0.42.0","direct":true,"kind":"runtime","optional":false},{"id":24674395007,"package_name":"latex2sympy2_extended","ecosystem":"pypi","requirements":"==1.10.1","direct":true,"kind":"runtime","optional":false},{"id":24674395008,"package_name":"liger_kernel","ecosystem":"pypi","requirements":"==0.5.8","direct":true,"kind":"runtime","optional":false},{"id":24674395009,"package_name":"mathruler","ecosystem":"pypi","requirements":"==0.1.0","direct":true,"kind":"runtime","optional":false},{"id":24674395010,"package_name":"mlflow","ecosystem":"pypi","requirements":"==3.1.4","direct":true,"kind":"runtime","optional":false},{"id":24674395011,"package_name":"modelscope","ecosystem":"pypi","requirements":"==1.28.0","direct":true,"kind":"runtime","optional":false},{"id":24674395012,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.11.1","direct":true,"kind":"runtime","optional":false},{"id":24674395013,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.6.2","direct":true,"kind":"runtime","optional":false},{"id":24674395014,"package_name":"omegaconf","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":24674395015,"package_name":"openai","ecosystem":"pypi","requirements":"==1.97.1","direct":true,"kind":"runtime","optional":false},{"id":24674395016,"package_name":"packaging","ecosystem":"pypi","requirements":"==25.0","direct":true,"kind":"runtime","optional":false},{"id":24674395017,"package_name":"pandas","ecosystem":"pypi","requirements":"==0.14.1","direct":true,"kind":"runtime","optional":false},{"id":24674395018,"package_name":"peft","ecosystem":"pypi","requirements":"==0.15.2","direct":true,"kind":"runtime","optional":false},{"id":24674395019,"package_name":"Pillow","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":24674395020,"package_name":"Pillow","ecosystem":"pypi","requirements":"==11.3.0","direct":true,"kind":"runtime","optional":false},{"id":24674395021,"package_name":"psutil","ecosystem":"pypi","requirements":"==7.0.0","direct":true,"kind":"runtime","optional":false},{"id":24674395022,"package_name":"pydantic","ecosystem":"pypi","requirements":"==2.11.7","direct":true,"kind":"runtime","optional":false},{"id":24674395023,"package_name":"pyext","ecosystem":"pypi","requirements":"==0.6","direct":true,"kind":"runtime","optional":false},{"id":24674395024,"package_name":"pylatexenc","ecosystem":"pypi","requirements":"==2.10","direct":true,"kind":"runtime","optional":false},{"id":24674395025,"package_name":"qwen_vl_utils","ecosystem":"pypi","requirements":"==0.0.11","direct":true,"kind":"runtime","optional":false},{"id":24674395026,"package_name":"Requests","ecosystem":"pypi","requirements":"==2.32.4","direct":true,"kind":"runtime","optional":false},{"id":24674395027,"package_name":"safetensors","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"runtime","optional":false},{"id":24674395028,"package_name":"setuptools","ecosystem":"pypi","requirements":"==28.8.0","direct":true,"kind":"runtime","optional":false},{"id":24674395029,"package_name":"setuptools","ecosystem":"pypi","requirements":"==32.1.2","direct":true,"kind":"runtime","optional":false},{"id":24674395030,"package_name":"setuptools","ecosystem":"pypi","requirements":"==75.8.0","direct":true,"kind":"runtime","optional":false},{"id":24674395031,"package_name":"starlette","ecosystem":"pypi","requirements":"==0.47.2","direct":true,"kind":"runtime","optional":false},{"id":24674395032,"package_name":"swanlab","ecosystem":"pypi","requirements":"==0.6.7","direct":true,"kind":"runtime","optional":false},{"id":24674395033,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.13.1","direct":true,"kind":"runtime","optional":false},{"id":24674395034,"package_name":"tensordict","ecosystem":"pypi","requirements":"==0.6.2","direct":true,"kind":"runtime","optional":false},{"id":24674395035,"package_name":"torch","ecosystem":"pypi","requirements":"==2.6.0","direct":true,"kind":"runtime","optional":false},{"id":24674395036,"package_name":"torch_npu","ecosystem":"pypi","requirements":"==2.5.1","direct":true,"kind":"runtime","optional":false},{"id":24674395329,"package_name":"torchdata","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false},{"id":24674395330,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.67.1","direct":true,"kind":"runtime","optional":false},{"id":24674395331,"package_name":"uvicorn","ecosystem":"pypi","requirements":"==0.35.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-09T01:06:23.511Z","updated_at":"2025-10-07T08:38:55.312Z","avatar_url":"https://github.com/bytedance.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/163825","html_url":"https://science.ecosyste.ms/projects/163825"}