{"id":113269,"name":null,"description":":brain: Large-scale transformer-based language modelling using 🤗 HuggingFace.","url":"https://github.com/andstor/language-modeling","last_synced_at":"2025-09-09T06:42:48.680Z","repository":{"id":97129513,"uuid":"584182682","full_name":"andstor/language-modeling","owner":"andstor","description":":brain: Large-scale transformer-based language modelling using 🤗 HuggingFace.","archived":false,"fork":false,"pushed_at":"2024-05-15T20:00:50.000Z","size":195,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-01T23:41:30.481Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/andstor.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":"2023-01-01T18:20:10.000Z","updated_at":"2024-05-15T20:00:53.000Z","dependencies_parsed_at":"2024-01-09T02:59:19.082Z","dependency_job_id":"c65e1518-05aa-4df9-a80f-cb6f578f07b1","html_url":"https://github.com/andstor/language-modeling","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/andstor/language-modeling","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andstor","download_url":"https://codeload.github.com/andstor/language-modeling/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274254980,"owners_count":25250552,"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":"andstor","name":"André Storhaug","uuid":"21249611","kind":"user","description":"🎓 CS PhD student @ Norwegian University of Science and Technology (NTNU)\r\n\r\n\r\n","email":"","website":"https://andre.storhaug.no","location":"Trondheim 🇳🇴","twitter":null,"company":"NTNU","icon_url":"https://avatars.githubusercontent.com/u/21249611?u=c665e4328fc6e2069ee725e359ed9d32a861d800\u0026v=4","repositories_count":87,"last_synced_at":"2025-09-02T03:42:33.927Z","metadata":{"has_sponsors_listing":true},"html_url":"https://github.com/andstor","funding_links":["https://github.com/sponsors/andstor"],"total_stars":520,"followers":44,"following":24,"created_at":"2022-11-13T03:56:10.801Z","updated_at":"2025-09-02T03:42:33.928Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andstor","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andstor/repositories"},"packages":[],"commits":{"id":5441308,"full_name":"andstor/language-modeling","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-13T05:13:59.523Z","updated_at":"2024-11-13T05:13:59.523Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5508190,"commits_count":859583511,"contributors_count":31446202,"owners_count":914874,"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_stats":{"full_name":"andstor/language-modeling","html_url":"https://github.com/andstor/language-modeling","last_synced_at":"2025-03-01T23:40:57.716Z","status":null,"issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"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":0,"past_year_avg_comments_per_issue":null,"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":"2024-04-28T01:41:56.078Z","updated_at":"2025-03-01T23:40:57.717Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/andstor%2Flanguage-modeling/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10178762,"issues_count":31950430,"pull_requests_count":100296720,"authors_count":10736270,"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":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":1},"last_year":{"WatchEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-07-12T02:47:07.584Z","updated_at":"2023-07-12T02:47:07.584Z","repository_link":"https://github.com/andstor/language-modeling/blob/main/requirements.txt","dependencies":[{"id":11346491161,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.12.0","direct":true,"kind":"runtime","optional":false},{"id":11346491162,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.3","direct":true,"kind":"runtime","optional":false},{"id":11346491163,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":11346491164,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491165,"package_name":"protobuf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491166,"package_name":"evaluate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491167,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491168,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491169,"package_name":"transformers","ecosystem":"pypi","requirements":"main","direct":true,"kind":"runtime","optional":false},{"id":11346491170,"package_name":"sklearn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11346491171,"package_name":"deepspeed","ecosystem":"pypi","requirements":"\u003e=0.5.10","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"causal_language_modeling/prompt_tuning/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-07T15:45:22.011Z","updated_at":"2023-11-07T15:45:22.011Z","repository_link":"https://github.com/andstor/language-modeling/blob/main/causal_language_modeling/prompt_tuning/requirements.txt","dependencies":[{"id":14356634283,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634284,"package_name":"peft","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634285,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634286,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634287,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634288,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634289,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634290,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.12.0","direct":true,"kind":"runtime","optional":false},{"id":14356634291,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.3","direct":true,"kind":"runtime","optional":false},{"id":14356634292,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":14356634293,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634294,"package_name":"protobuf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634295,"package_name":"evaluate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634296,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"causal_language_modeling/reinforcement_learning/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-07T15:45:22.162Z","updated_at":"2023-11-07T15:45:22.162Z","repository_link":"https://github.com/andstor/language-modeling/blob/main/causal_language_modeling/reinforcement_learning/requirements.txt","dependencies":[{"id":14356634572,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=1.17.0","direct":true,"kind":"runtime","optional":false},{"id":14356634573,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.4.0","direct":true,"kind":"runtime","optional":false},{"id":14356634574,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634575,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634576,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14356634577,"package_name":"peft","ecosystem":"pypi","requirements":"\u003e=0.3.0","direct":true,"kind":"runtime","optional":false},{"id":14356634578,"package_name":"tyro","ecosystem":"pypi","requirements":"\u003e=0.5.7","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"causal_language_modeling/lora/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-12-31T16:30:54.695Z","updated_at":"2023-12-31T16:30:54.695Z","repository_link":"https://github.com/andstor/language-modeling/blob/main/causal_language_modeling/lora/requirements.txt","dependencies":[{"id":15364727158,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727159,"package_name":"peft","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727160,"package_name":"loralib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727161,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727162,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727163,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727164,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727165,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727166,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.12.0","direct":true,"kind":"runtime","optional":false},{"id":15364727167,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.3","direct":true,"kind":"runtime","optional":false},{"id":15364727168,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":15364727169,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727170,"package_name":"protobuf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727171,"package_name":"evaluate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727172,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15364727173,"package_name":"sacrebleu","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T22:49:15.336Z","updated_at":"2025-10-07T08:32:34.313Z","avatar_url":"https://github.com/andstor.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/113269","html_url":"https://science.ecosyste.ms/projects/113269"}