{"data":{"slug":"openbmb-bmlist","name":"BMList","tagline":"A List of Big Models","github_url":"https://github.com/OpenBMB/BMList","owner":"OpenBMB","repo":"BMList","owner_avatar_url":"https://avatars.githubusercontent.com/u/89920203?v=4","primary_language":"Python","stars":345,"forks":15,"topics":["ai","api","code","computer-vision","deep-learning","natural-language-processing","nlp","paper","pretrained-models","speech-recognition","visualization"],"archived":false,"github_pushed_at":"2026-07-07T14:06:15+00:00","maintenance_label":"Steady","stars_delta_30d":2,"url":"https://www.graphcanon.com/tools/openbmb-bmlist","markdown_url":"https://www.graphcanon.com/tools/openbmb-bmlist.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/openbmb-bmlist","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=openbmb-bmlist","description":"A List of Big Models","homepage_url":null,"license":"Apache-2.0","open_issues":1,"watchers":7,"ai_summary":"BMList catalogs big models with at least one billion parameters that have been publicly released through various means.","readme_excerpt":"<div align=\"center\">\n\n<h1>BMList</h1>\n\n**A List of Big Models**\n\n</div>\n\n# Introduction\n\nWelcome to BMList! We wish to use this list to show the recent trend of big models.\n\nIn BMList, we list models that:\n\n1. Have at least 1 billion parameters;\n2. Have been publicly released either by a paper, an artice or a piece of news.\n\nIf you find any typos or mistakes in this repo, please feel free to create issues or pull requests!\n\n\n# What's New\n\n* 2022/08/05 We have upgraded the multi-dimensional table, and now you can filter the records as you wish!\n\n# Model Expo\n\n**We maintain a [website](https://openbmb.github.io/BMList) to show statistics of big models from multiple perspectives.**\n\n## Big Model List\n\nWe show all information of big models in a [multi-dimensional table](https://openbmb.github.io/BMList/list), in which you can easily classify models by organizations, languages, domains, etc.\n\n<img src=\"figures/bmlist.png\" width=\"1000px\">\n\n## Big Model Gallery\n\nWe also host a gallery to present figures about big models. Currently, there are five figures, previewed below, and any ideas for new figures are welcomed!\n\n### Big Model Trend\n\n<img src=\"figures/scatter.png\" width=\"1000px\">\n\n### Model Numbers by Organizations\n\n<img src=\"figures/affiliation_cnt.png\" width=\"1000px\">\n\n### Model Parameters by Organizations\n\n<img src=\"figures/affiliation_params.png\" width=\"1000px\">\n\n### Model Numbers by Time\n\n<img src=\"figures/time_cnt.png\" width=\"1000px\">\n\n### Model Parameters by Time\n\n<img src=\"figures/time_params.png\" width=\"1000px\">\n\n\n# Contribution\n\nWe welcome everyone to add new models. Please check our [contributing guidelines](https://github.com/OpenBMB/BMList/blob/main/CONTRIBUTING.md) to see how to contribute.\n\nOnce you added a model, the multi-dimensional table and the website will be automatically updated. Don't worry about that!\n\n\n## Contributors\n\n<a href=\"https://github.com/OpenBMB/BMList/graphs/contributors\">\n  <img src=\"https://contrib.rocks/image?repo=OpenBMB/BMList\" />\n</a>","github_created_at":"2022-07-07T02:54:25+00:00","created_at":"2026-07-11T12:30:31.179302+00:00","updated_at":"2026-09-25T06:00:07.110075+00:00","categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"api","name":"api"},{"slug":"code","name":"code"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"natural-language-processing","name":"natural language processing"},{"slug":"nlp","name":"nlp"},{"slug":"pretrained-models","name":"pretrained-models"}],"trust":{"provenance":{"is_fork":false,"github_id":511362592,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-25T06:00:06.195Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":79,"last_release_at":null,"stars_delta_30d":2,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:30:36.269Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-25T06:00:06.702Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-25T06:00:06.702Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-25T06:00:06.702Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["If you are interested in tracking the latest trends of large-scale models in AI research and development.","For users who want to access a curated list of models that have been openly shared by their organizations.","When seeking easy classification capabilities for big models based on categories such as organizations, languages, domains via an interactive multi-dimensional table."],"when_not_to_use":["If you require tools or platforms rather than lists, where actual interaction with models through APIs is necessary.","For scenarios needing real-time updates from the latest research papers directly as BMList relies on publicly released information through various means not always immediately updated."],"source":"enrich:decision_facts","observed_at":"2026-07-17T02:14:44.716Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"BMList catalogs big models with at least one billion parameters publicly released through papers, articles, or news."}]}}