{"id":124541,"url":"https://github.com/declare-lab/red-instruct","last_synced_at":"2026-04-03T03:30:43.064Z","repository":{"id":189602900,"uuid":"677632438","full_name":"declare-lab/red-instruct","owner":"declare-lab","description":"Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment","archived":false,"fork":false,"pushed_at":"2024-03-08T07:47:46.000Z","size":50341,"stargazers_count":108,"open_issues_count":1,"forks_count":13,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-07T09:56:34.089Z","etag":null,"topics":["huggingface-transformers","llama","llama2","llm","llms"],"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/declare-lab.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":"2023-08-12T05:38:06.000Z","updated_at":"2025-12-27T17:55:29.000Z","dependencies_parsed_at":"2023-10-15T10:46:56.615Z","dependency_job_id":"4ac13f00-63d2-4eb7-a951-9e9e1d0e7b22","html_url":"https://github.com/declare-lab/red-instruct","commit_stats":{"total_commits":64,"total_committers":4,"mean_commits":16.0,"dds":0.3125,"last_synced_commit":"73c759c93d2f6b1d8c7b058ab7bcec5fb0c28fa2"},"previous_names":["declare-lab/red-instruct"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/declare-lab/red-instruct","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/declare-lab","download_url":"https://codeload.github.com/declare-lab/red-instruct/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29395870,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-13T00:53:09.511Z","status":"online","status_checked_at":"2026-02-13T02:00:10.076Z","response_time":78,"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":"declare-lab","name":"Deep Cognition and Language Research (DeCLaRe) Lab","uuid":"59164695","kind":"organization","description":"","email":null,"website":"https://declare-lab.github.io","location":"Singapore University of Technology and Design","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/59164695?v=4","repositories_count":56,"last_synced_at":"2024-04-16T03:01:09.597Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/declare-lab","funding_links":[],"total_stars":6651,"followers":211,"following":0,"created_at":"2022-11-15T16:14:01.254Z","updated_at":"2024-04-16T03:01:18.743Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/declare-lab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/declare-lab/repositories"},"packages":[],"commits":{"id":1640051,"full_name":"declare-lab/red-instruct","default_branch":"main","total_commits":64,"total_committers":3,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":21.333333333333332,"dds":0.171875,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-02-19T13:28:47.213Z","last_synced_commit":"73c759c93d2f6b1d8c7b058ab7bcec5fb0c28fa2","created_at":"2024-07-25T15:34:07.878Z","updated_at":"2026-02-19T13:28:47.153Z","committers":[{"name":"Rishabh Bhardwaj","email":"32847115+Bhardwaj-Rishabh","login":"Bhardwaj-Rishabh","count":53},{"name":"Soujanya Poria","email":"40890991+soujanyaporia","login":"soujanyaporia","count":9},{"name":"JIMMY ZHAO","email":"knightyzhao@gmail.com","login":"zhimin-z","count":2}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-02-21T00:00:19.809Z","repositories_count":6180145,"commits_count":929455975,"contributors_count":36023686,"owners_count":1144852,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"declare-lab/red-instruct","html_url":"https://github.com/declare-lab/red-instruct","last_synced_at":"2025-08-31T17:04:04.203Z","status":"error","issues_count":9,"pull_requests_count":1,"avg_time_to_close_issue":325429.125,"avg_time_to_close_pull_request":32984.0,"issues_closed_count":8,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":7,"avg_comments_per_issue":1.3333333333333333,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":1,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-07-25T15:34:17.759Z","updated_at":"2025-09-02T04:58:45.709Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/declare-lab%2Fred-instruct/issues","issue_labels_count":{"table":{}},"pull_request_labels_count":{"table":{}},"issue_author_associations_count":{"table":{"NONE":7}},"pull_request_author_associations_count":{"table":{"NONE":1,"CONTRIBUTOR":1}},"issue_authors":{"table":{"HITLittleZheng":3,"fabrahman":1,"richhh520":1,"Rogerspy":1,"YJWon99":1}},"pull_request_authors":{"table":{"zhimin-z":2}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-02-07T00:00:09.758Z","repositories_count":13123555,"issues_count":35577199,"pull_requests_count":115235580,"authors_count":11147931,"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":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{}},"maintainers":[],"active_maintainers":[]}},"events":{"total":{"ForkEvent":3,"WatchEvent":32},"last_year":{"ForkEvent":1,"WatchEvent":17}},"keywords":["huggingface-transformers","llama","llama2","llm","llms"],"dependencies":[{"ecosystem":"docker","filepath":"starling_training/docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.050Z","updated_at":"2023-10-15T10:46:56.050Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/starling_training/docker/Dockerfile","dependencies":[{"id":14216946709,"package_name":"nvidia/cuda","ecosystem":"docker","requirements":"11.7.1-runtime-ubuntu20.04","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"starling_training/docker/docker-compose.yml","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.058Z","updated_at":"2023-10-15T10:46:56.058Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/starling_training/docker/docker-compose.yml","dependencies":[{"id":14216946710,"package_name":"fastchat","ecosystem":"docker","requirements":"latest","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.086Z","updated_at":"2023-10-15T10:46:56.086Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/requirements.txt","dependencies":[{"id":14216946711,"package_name":"openai","ecosystem":"pypi","requirements":"==0.27.6","direct":true,"kind":"runtime","optional":false},{"id":14216946712,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.0.3","direct":true,"kind":"runtime","optional":false},{"id":14216946713,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.65.0","direct":true,"kind":"runtime","optional":false},{"id":14216946714,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216946715,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"==0.1.97","direct":true,"kind":"runtime","optional":false},{"id":14216946716,"package_name":"icetk","ecosystem":"pypi","requirements":"==0.0.4","direct":true,"kind":"runtime","optional":false},{"id":14216946717,"package_name":"cpm_kernels","ecosystem":"pypi","requirements":"==1.0.11","direct":true,"kind":"runtime","optional":false},{"id":14216946718,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.29.0","direct":true,"kind":"runtime","optional":false},{"id":14216946719,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.10.1","direct":true,"kind":"runtime","optional":false},{"id":14216946720,"package_name":"bitsandbytes","ecosystem":"pypi","requirements":"==0.37.2","direct":true,"kind":"runtime","optional":false},{"id":14216946721,"package_name":"accelerate","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":14216946722,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.24.2","direct":true,"kind":"runtime","optional":false},{"id":14216946723,"package_name":"peft","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216946724,"package_name":"tiktoken","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":14216946725,"package_name":"einops","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":14216946726,"package_name":"rwkv","ecosystem":"pypi","requirements":"==0.7.3","direct":true,"kind":"runtime","optional":false},{"id":14216946727,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.15.1","direct":true,"kind":"runtime","optional":false},{"id":14216946728,"package_name":"safetensors","ecosystem":"pypi","requirements":"==0.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216946729,"package_name":"sacrebleu","ecosystem":"pypi","requirements":"==2.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216946730,"package_name":"protobuf","ecosystem":"pypi","requirements":"==3.20.3","direct":true,"kind":"runtime","optional":false},{"id":14216946731,"package_name":"pycountry","ecosystem":"pypi","requirements":"==22.3.5","direct":true,"kind":"runtime","optional":false},{"id":14216946732,"package_name":"rouge-score","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216946733,"package_name":"pytablewriter","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"starling_training/fschat.egg-info/requires.txt","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.199Z","updated_at":"2023-10-15T10:46:56.199Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/starling_training/fschat.egg-info/requires.txt","dependencies":[{"id":14216947157,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947158,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947159,"package_name":"gradio","ecosystem":"pypi","requirements":"==3.35.2","direct":true,"kind":"runtime","optional":false},{"id":14216947160,"package_name":"httpx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947161,"package_name":"markdown2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947162,"package_name":"nh3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947163,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947164,"package_name":"peft","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947165,"package_name":"prompt_toolkit","ecosystem":"pypi","requirements":"\u003e=3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947166,"package_name":"pydantic","ecosystem":"pypi","requirements":"\u003c=2.0","direct":true,"kind":"runtime","optional":false},{"id":14216947167,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947168,"package_name":"rich","ecosystem":"pypi","requirements":"\u003e=10.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947169,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947170,"package_name":"shortuuid","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947171,"package_name":"tiktoken","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947172,"package_name":"tokenizers","ecosystem":"pypi","requirements":"\u003e=0.12.1","direct":true,"kind":"runtime","optional":false},{"id":14216947173,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947174,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003c4.29.0,\u003e=4.28.0","direct":true,"kind":"runtime","optional":false},{"id":14216947175,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947176,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947177,"package_name":"black","ecosystem":"pypi","requirements":"==23.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947178,"package_name":"pylint","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"starling_training/pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.225Z","updated_at":"2023-10-15T10:46:56.225Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/starling_training/pyproject.toml","dependencies":[{"id":14216947181,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947182,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947183,"package_name":"gradio","ecosystem":"pypi","requirements":"==3.35.2","direct":true,"kind":"runtime","optional":false},{"id":14216947184,"package_name":"httpx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947185,"package_name":"markdown2","ecosystem":"pypi","requirements":"[all]","direct":true,"kind":"runtime","optional":false},{"id":14216947186,"package_name":"nh3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947187,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947188,"package_name":"peft","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947189,"package_name":"prompt_toolkit","ecosystem":"pypi","requirements":"\u003e=3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947190,"package_name":"pydantic","ecosystem":"pypi","requirements":"\u003c=2.0","direct":true,"kind":"runtime","optional":false},{"id":14216947191,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947192,"package_name":"rich","ecosystem":"pypi","requirements":"\u003e=10.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947193,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947194,"package_name":"shortuuid","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947195,"package_name":"tiktoken","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947196,"package_name":"tokenizers","ecosystem":"pypi","requirements":"\u003e=0.12.1","direct":true,"kind":"runtime","optional":false},{"id":14216947197,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947198,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.28.0,\u003c4.29.0","direct":true,"kind":"runtime","optional":false},{"id":14216947199,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14216947200,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"starling_training/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-15T10:46:56.250Z","updated_at":"2023-10-15T10:46:56.250Z","repository_link":"https://github.com/declare-lab/red-instruct/blob/main/starling_training/requirements.txt","dependencies":[{"id":14216947201,"package_name":"absl-py","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":14216947202,"package_name":"accelerate","ecosystem":"pypi","requirements":"==0.20.1","direct":true,"kind":"runtime","optional":false},{"id":14216947203,"package_name":"aiofiles","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947204,"package_name":"aiohttp","ecosystem":"pypi","requirements":"==3.8.4","direct":true,"kind":"runtime","optional":false},{"id":14216947205,"package_name":"aiosignal","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216947206,"package_name":"altair","ecosystem":"pypi","requirements":"==5.0.1","direct":true,"kind":"runtime","optional":false},{"id":14216947207,"package_name":"annotated-types","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":14216947208,"package_name":"anyio","ecosystem":"pypi","requirements":"==3.7.1","direct":true,"kind":"runtime","optional":false},{"id":14216947209,"package_name":"appdirs","ecosystem":"pypi","requirements":"==1.4.4","direct":true,"kind":"runtime","optional":false},{"id":14216947210,"package_name":"async-timeout","ecosystem":"pypi","requirements":"==4.0.2","direct":true,"kind":"runtime","optional":false},{"id":14216947211,"package_name":"attrs","ecosystem":"pypi","requirements":"==23.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947212,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"==4.12.2","direct":true,"kind":"runtime","optional":false},{"id":14216947213,"package_name":"bitsandbytes","ecosystem":"pypi","requirements":"==0.37.2","direct":true,"kind":"runtime","optional":false},{"id":14216947214,"package_name":"bs4","ecosystem":"pypi","requirements":"==0.0.1","direct":true,"kind":"runtime","optional":false},{"id":14216947215,"package_name":"certifi","ecosystem":"pypi","requirements":"==2023.5.7","direct":true,"kind":"runtime","optional":false},{"id":14216947216,"package_name":"chardet","ecosystem":"pypi","requirements":"==5.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947217,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947218,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.3","direct":true,"kind":"runtime","optional":false},{"id":14216947219,"package_name":"cmake","ecosystem":"pypi","requirements":"==3.26.4","direct":true,"kind":"runtime","optional":false},{"id":14216947220,"package_name":"colorama","ecosystem":"pypi","requirements":"==0.4.6","direct":true,"kind":"runtime","optional":false},{"id":14216947221,"package_name":"contourpy","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947222,"package_name":"cpm-kernels","ecosystem":"pypi","requirements":"==1.0.11","direct":true,"kind":"runtime","optional":false},{"id":14216947223,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.11.0","direct":true,"kind":"runtime","optional":false},{"id":14216947224,"package_name":"DataProperty","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947225,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.10.1","direct":true,"kind":"runtime","optional":false},{"id":14216947226,"package_name":"dill","ecosystem":"pypi","requirements":"==0.3.6","direct":true,"kind":"runtime","optional":false},{"id":14216947227,"package_name":"docker-pycreds","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14216947228,"package_name":"einops","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":14216947229,"package_name":"evaluate","ecosystem":"pypi","requirements":"==0.4.0","direct":true,"kind":"runtime","optional":false},{"id":14216947230,"package_name":"fastapi","ecosystem":"pypi","requirements":"==0.100.0","direct":true,"kind":"runtime","optional":false},{"id":14216947231,"package_name":"ffmpy","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947232,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.12.2","direct":true,"kind":"runtime","optional":false},{"id":14216947233,"package_name":"fire","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":14216947234,"package_name":"flash-attn","ecosystem":"pypi","requirements":"==1.0.5","direct":true,"kind":"runtime","optional":false},{"id":14216947235,"package_name":"fonttools","ecosystem":"pypi","requirements":"==4.40.0","direct":true,"kind":"runtime","optional":false},{"id":14216947236,"package_name":"frozenlist","ecosystem":"pypi","requirements":"==1.3.3","direct":true,"kind":"runtime","optional":false},{"id":14216947237,"package_name":"fsspec","ecosystem":"pypi","requirements":"==2023.6.0","direct":true,"kind":"runtime","optional":false},{"id":14216947238,"package_name":"gitdb","ecosystem":"pypi","requirements":"==4.0.10","direct":true,"kind":"runtime","optional":false},{"id":14216947239,"package_name":"GitPython","ecosystem":"pypi","requirements":"==3.1.31","direct":true,"kind":"runtime","optional":false},{"id":14216947240,"package_name":"gradio","ecosystem":"pypi","requirements":"==3.35.2","direct":true,"kind":"runtime","optional":false},{"id":14216947241,"package_name":"gradio_client","ecosystem":"pypi","requirements":"==0.2.7","direct":true,"kind":"runtime","optional":false},{"id":14216947242,"package_name":"h11","ecosystem":"pypi","requirements":"==0.14.0","direct":true,"kind":"runtime","optional":false},{"id":14216947243,"package_name":"hjson","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216947244,"package_name":"httpcore","ecosystem":"pypi","requirements":"==0.17.3","direct":true,"kind":"runtime","optional":false},{"id":14216947245,"package_name":"httpx","ecosystem":"pypi","requirements":"==0.24.1","direct":true,"kind":"runtime","optional":false},{"id":14216947246,"package_name":"huggingface-hub","ecosystem":"pypi","requirements":"==0.16.2","direct":true,"kind":"runtime","optional":false},{"id":14216947247,"package_name":"icetk","ecosystem":"pypi","requirements":"==0.0.4","direct":true,"kind":"runtime","optional":false},{"id":14216947248,"package_name":"idna","ecosystem":"pypi","requirements":"==3.4","direct":true,"kind":"runtime","optional":false},{"id":14216947249,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216947250,"package_name":"joblib","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216947251,"package_name":"jsonschema","ecosystem":"pypi","requirements":"==4.18.0","direct":true,"kind":"runtime","optional":false},{"id":14216947252,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"==2023.6.1","direct":true,"kind":"runtime","optional":false},{"id":14216947253,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"==1.4.4","direct":true,"kind":"runtime","optional":false},{"id":14216947254,"package_name":"linkify-it-py","ecosystem":"pypi","requirements":"==2.0.2","direct":true,"kind":"runtime","optional":false},{"id":14216947255,"package_name":"lit","ecosystem":"pypi","requirements":"==16.0.6","direct":true,"kind":"runtime","optional":false},{"id":14216947256,"package_name":"lxml","ecosystem":"pypi","requirements":"==4.9.3","direct":true,"kind":"runtime","optional":false},{"id":14216947257,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"==2.2.0","direct":true,"kind":"runtime","optional":false},{"id":14216947258,"package_name":"markdown2","ecosystem":"pypi","requirements":"==2.4.9","direct":true,"kind":"runtime","optional":false},{"id":14216947259,"package_name":"markdownify","ecosystem":"pypi","requirements":"==0.11.6","direct":true,"kind":"runtime","optional":false},{"id":14216947260,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==2.1.3","direct":true,"kind":"runtime","optional":false},{"id":14216947261,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.7.2","direct":true,"kind":"runtime","optional":false},{"id":14216947262,"package_name":"mbstrdecoder","ecosystem":"pypi","requirements":"==1.1.3","direct":true,"kind":"runtime","optional":false},{"id":14216947263,"package_name":"mdit-py-plugins","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":14216947264,"package_name":"mdurl","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216947265,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947266,"package_name":"multidict","ecosystem":"pypi","requirements":"==6.0.4","direct":true,"kind":"runtime","optional":false},{"id":14216947267,"package_name":"multiprocess","ecosystem":"pypi","requirements":"==0.70.14","direct":true,"kind":"runtime","optional":false},{"id":14216947268,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947269,"package_name":"networkx","ecosystem":"pypi","requirements":"==3.1","direct":true,"kind":"runtime","optional":false},{"id":14216947270,"package_name":"nh3","ecosystem":"pypi","requirements":"==0.2.14","direct":true,"kind":"runtime","optional":false},{"id":14216947271,"package_name":"ninja","ecosystem":"pypi","requirements":"==1.11.1","direct":true,"kind":"runtime","optional":false},{"id":14216947272,"package_name":"nltk","ecosystem":"pypi","requirements":"==3.8.1","direct":true,"kind":"runtime","optional":false},{"id":14216947273,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.24.2","direct":true,"kind":"runtime","optional":false},{"id":14216947274,"package_name":"nvidia-cublas-cu11","ecosystem":"pypi","requirements":"==11.10.3.66","direct":true,"kind":"runtime","optional":false},{"id":14216947275,"package_name":"nvidia-cuda-cupti-cu11","ecosystem":"pypi","requirements":"==11.7.101","direct":true,"kind":"runtime","optional":false},{"id":14216947276,"package_name":"nvidia-cuda-nvrtc-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":14216947277,"package_name":"nvidia-cuda-runtime-cu11","ecosystem":"pypi","requirements":"==11.7.99","direct":true,"kind":"runtime","optional":false},{"id":14216947278,"package_name":"nvidia-cudnn-cu11","ecosystem":"pypi","requirements":"==8.5.0.96","direct":true,"kind":"runtime","optional":false},{"id":14216947279,"package_name":"nvidia-cufft-cu11","ecosystem":"pypi","requirements":"==10.9.0.58","direct":true,"kind":"runtime","optional":false},{"id":14216947280,"package_name":"nvidia-curand-cu11","ecosystem":"pypi","requirements":"==10.2.10.91","direct":true,"kind":"runtime","optional":false},{"id":14216947281,"package_name":"nvidia-cusolver-cu11","ecosystem":"pypi","requirements":"==11.4.0.1","direct":true,"kind":"runtime","optional":false},{"id":14216947282,"package_name":"nvidia-cusparse-cu11","ecosystem":"pypi","requirements":"==11.7.4.91","direct":true,"kind":"runtime","optional":false},{"id":14216947283,"package_name":"nvidia-nccl-cu11","ecosystem":"pypi","requirements":"==2.14.3","direct":true,"kind":"runtime","optional":false},{"id":14216947284,"package_name":"nvidia-nvtx-cu11","ecosystem":"pypi","requirements":"==11.7.91","direct":true,"kind":"runtime","optional":false},{"id":14216947285,"package_name":"openai","ecosystem":"pypi","requirements":"==0.27.6","direct":true,"kind":"runtime","optional":false},{"id":14216947286,"package_name":"orjson","ecosystem":"pypi","requirements":"==3.9.2","direct":true,"kind":"runtime","optional":false},{"id":14216947287,"package_name":"packaging","ecosystem":"pypi","requirements":"==23.1","direct":true,"kind":"runtime","optional":false},{"id":14216947288,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.0.3","direct":true,"kind":"runtime","optional":false},{"id":14216947289,"package_name":"pathtools","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216947290,"package_name":"pathvalidate","ecosystem":"pypi","requirements":"==3.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947291,"package_name":"peft","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947292,"package_name":"Pillow","ecosystem":"pypi","requirements":"==10.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947293,"package_name":"polyglot","ecosystem":"pypi","requirements":"==16.7.4","direct":true,"kind":"runtime","optional":false},{"id":14216947294,"package_name":"portalocker","ecosystem":"pypi","requirements":"==2.7.0","direct":true,"kind":"runtime","optional":false},{"id":14216947295,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"==3.0.39","direct":true,"kind":"runtime","optional":false},{"id":14216947296,"package_name":"protobuf","ecosystem":"pypi","requirements":"==3.20.3","direct":true,"kind":"runtime","optional":false},{"id":14216947297,"package_name":"psutil","ecosystem":"pypi","requirements":"==5.9.5","direct":true,"kind":"runtime","optional":false},{"id":14216947298,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"==9.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947299,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==12.0.1","direct":true,"kind":"runtime","optional":false},{"id":14216947300,"package_name":"pycld2","ecosystem":"pypi","requirements":"==0.41","direct":true,"kind":"runtime","optional":false},{"id":14216947303,"package_name":"pycountry","ecosystem":"pypi","requirements":"==22.3.5","direct":true,"kind":"runtime","optional":false},{"id":14216947304,"package_name":"pydantic","ecosystem":"pypi","requirements":"==1.10.6","direct":true,"kind":"runtime","optional":false},{"id":14216947305,"package_name":"pydantic_core","ecosystem":"pypi","requirements":"==2.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216947306,"package_name":"pydub","ecosystem":"pypi","requirements":"==0.25.1","direct":true,"kind":"runtime","optional":false},{"id":14216947307,"package_name":"Pygments","ecosystem":"pypi","requirements":"==2.15.1","direct":true,"kind":"runtime","optional":false},{"id":14216947308,"package_name":"PyICU","ecosystem":"pypi","requirements":"==2.11","direct":true,"kind":"runtime","optional":false},{"id":14216947309,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.0.9","direct":true,"kind":"runtime","optional":false},{"id":14216947310,"package_name":"pyre-extensions","ecosystem":"pypi","requirements":"==0.0.29","direct":true,"kind":"runtime","optional":false},{"id":14216947473,"package_name":"pytablewriter","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947476,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"==2.8.2","direct":true,"kind":"runtime","optional":false},{"id":14216947479,"package_name":"python-multipart","ecosystem":"pypi","requirements":"==0.0.6","direct":true,"kind":"runtime","optional":false},{"id":14216947482,"package_name":"pytz","ecosystem":"pypi","requirements":"==2023.3","direct":true,"kind":"runtime","optional":false},{"id":14216947484,"package_name":"PyYAML","ecosystem":"pypi","requirements":"==6.0","direct":true,"kind":"runtime","optional":false},{"id":14216947487,"package_name":"referencing","ecosystem":"pypi","requirements":"==0.29.1","direct":true,"kind":"runtime","optional":false},{"id":14216947490,"package_name":"regex","ecosystem":"pypi","requirements":"==2023.6.3","direct":true,"kind":"runtime","optional":false},{"id":14216947492,"package_name":"requests","ecosystem":"pypi","requirements":"==2.31.0","direct":true,"kind":"runtime","optional":false},{"id":14216947495,"package_name":"responses","ecosystem":"pypi","requirements":"==0.18.0","direct":true,"kind":"runtime","optional":false},{"id":14216947498,"package_name":"rich","ecosystem":"pypi","requirements":"==13.4.2","direct":true,"kind":"runtime","optional":false},{"id":14216947500,"package_name":"rouge-score","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":14216947502,"package_name":"rpds-py","ecosystem":"pypi","requirements":"==0.8.10","direct":true,"kind":"runtime","optional":false},{"id":14216947505,"package_name":"rwkv","ecosystem":"pypi","requirements":"==0.7.3","direct":true,"kind":"runtime","optional":false},{"id":14216947507,"package_name":"sacrebleu","ecosystem":"pypi","requirements":"==2.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216947509,"package_name":"safetensors","ecosystem":"pypi","requirements":"==0.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216947511,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947514,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.11.1","direct":true,"kind":"runtime","optional":false},{"id":14216947517,"package_name":"semantic-version","ecosystem":"pypi","requirements":"==2.10.0","direct":true,"kind":"runtime","optional":false},{"id":14216947520,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"==0.1.97","direct":true,"kind":"runtime","optional":false},{"id":14216947523,"package_name":"sentry-sdk","ecosystem":"pypi","requirements":"==1.27.1","direct":true,"kind":"runtime","optional":false},{"id":14216947525,"package_name":"setproctitle","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":14216947528,"package_name":"shortuuid","ecosystem":"pypi","requirements":"==1.0.11","direct":true,"kind":"runtime","optional":false},{"id":14216947530,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":14216947532,"package_name":"smmap","ecosystem":"pypi","requirements":"==5.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216947534,"package_name":"sniffio","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216947537,"package_name":"soupsieve","ecosystem":"pypi","requirements":"==2.4.1","direct":true,"kind":"runtime","optional":false},{"id":14216947539,"package_name":"starlette","ecosystem":"pypi","requirements":"==0.27.0","direct":true,"kind":"runtime","optional":false},{"id":14216947543,"package_name":"svgwrite","ecosystem":"pypi","requirements":"==1.4.3","direct":true,"kind":"runtime","optional":false},{"id":14216947546,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.12","direct":true,"kind":"runtime","optional":false},{"id":14216947548,"package_name":"tabledata","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216948348,"package_name":"tabulate","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14216948352,"package_name":"tcolorpy","ecosystem":"pypi","requirements":"==0.1.3","direct":true,"kind":"runtime","optional":false},{"id":14216948534,"package_name":"termcolor","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":14216948538,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"==3.1.0","direct":true,"kind":"runtime","optional":false},{"id":14216948541,"package_name":"tiktoken","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":14216948543,"package_name":"tokenizers","ecosystem":"pypi","requirements":"==0.13.3","direct":true,"kind":"runtime","optional":false},{"id":14216948546,"package_name":"toolz","ecosystem":"pypi","requirements":"==0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14216948549,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216948551,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.15.1","direct":true,"kind":"runtime","optional":false},{"id":14216948553,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.65.0","direct":true,"kind":"runtime","optional":false},{"id":14216948555,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.29.0","direct":true,"kind":"runtime","optional":false},{"id":14216948557,"package_name":"triton","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14216948560,"package_name":"typepy","ecosystem":"pypi","requirements":"==1.3.1","direct":true,"kind":"runtime","optional":false},{"id":14216948617,"package_name":"typing-inspect","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":14216948618,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"==4.7.1","direct":true,"kind":"runtime","optional":false},{"id":14216948619,"package_name":"tzdata","ecosystem":"pypi","requirements":"==2023.3","direct":true,"kind":"runtime","optional":false},{"id":14216948620,"package_name":"uc-micro-py","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":14216948621,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.0.3","direct":true,"kind":"runtime","optional":false},{"id":14216948622,"package_name":"uvicorn","ecosystem":"pypi","requirements":"==0.22.0","direct":true,"kind":"runtime","optional":false},{"id":14216948623,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.15.5","direct":true,"kind":"runtime","optional":false},{"id":14216948624,"package_name":"wavedrom","ecosystem":"pypi","requirements":"==2.0.3.post3","direct":true,"kind":"runtime","optional":false},{"id":14216948625,"package_name":"wcwidth","ecosystem":"pypi","requirements":"==0.2.6","direct":true,"kind":"runtime","optional":false},{"id":14216948626,"package_name":"websockets","ecosystem":"pypi","requirements":"==11.0.3","direct":true,"kind":"runtime","optional":false},{"id":14216948627,"package_name":"xformers","ecosystem":"pypi","requirements":"==0.0.20","direct":true,"kind":"runtime","optional":false},{"id":14216948628,"package_name":"xxhash","ecosystem":"pypi","requirements":"==3.2.0","direct":true,"kind":"runtime","optional":false},{"id":14216948629,"package_name":"yarl","ecosystem":"pypi","requirements":"==1.9.2","direct":true,"kind":"runtime","optional":false}]}],"score":5.7899601708972535,"created_at":"2024-07-25T15:26:11.538Z","updated_at":"2026-04-03T03:30:43.064Z","avatar_url":"https://github.com/declare-lab.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/124541","html_url":"https://summary.ecosyste.ms/projects/124541"}