{"id":13474973,"url":"https://github.com/huggingface/ratchet","last_synced_at":"2025-10-14T15:33:16.685Z","repository":{"id":216827256,"uuid":"742001976","full_name":"huggingface/ratchet","owner":"huggingface","description":"A cross-platform browser ML framework.","archived":false,"fork":false,"pushed_at":"2024-11-23T21:02:58.000Z","size":14714,"stargazers_count":719,"open_issues_count":32,"forks_count":37,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-09-29T13:49:59.539Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Rust","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/huggingface.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2024-01-11T15:00:17.000Z","updated_at":"2025-09-27T05:31:29.000Z","dependencies_parsed_at":"2024-02-04T18:56:46.510Z","dependency_job_id":"6fda8c39-a66d-4e52-bbf4-140fe455a648","html_url":"https://github.com/huggingface/ratchet","commit_stats":null,"previous_names":["fl33tw00d/ratchet","huggingface/ratchet"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/huggingface/ratchet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/huggingface%2Fratchet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/huggingface%2Fratchet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/huggingface%2Fratchet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/huggingface%2Fratchet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/huggingface","download_url":"https://codeload.github.com/huggingface/ratchet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/huggingface%2Fratchet/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279019320,"owners_count":26086711,"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":"2025-10-14T02:00:06.444Z","response_time":60,"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"}},"keywords":[],"created_at":"2024-07-31T16:01:16.382Z","updated_at":"2025-10-14T15:33:16.668Z","avatar_url":"https://github.com/huggingface.png","language":"Rust","readme":"\u003cdiv align=\"center\"\u003e\n\u003cimg width=\"550px\" height=\"200px\" src=\"https://github.com/FL33TW00D/ratchet/raw/master/.github/ratchet.png\"\u003e\n\u003cp\u003e\u003ca href=\"https://huggingface.co/spaces/FL33TW00D-HF/ratchet-whisper\"\u003eDemo Site\u003c/a\u003e | \u003ca href=\"https://discord.gg/XFe33KQTG4\"\u003eDiscord\u003c/a\u003e | \u003ca href=\"https://github.com/users/FL33TW00D/projects/3\"\u003eRoadmap\u003c/a\u003e\u003c/p\u003e\n\u003cp align=\"center\"\u003e\nA web-first, cross-platform ML developer toolkit\n\u003c/p\u003e\n\u003cbr\u003e\n\u003c/div\u003e\n\nWe are on a mission to bring fast, cross platform GPU accelerated inference on native + browser.\n\n\u003e [!NOTE]  \n\u003e Ratchet is currently in active development. We are working on the engine, adding more models and improving compatibility. Please, reach out if you'd like to help!\n\n## Getting Started\n\nThe easiest way to experience Ratchet is to check out our [Hugging Face spaces](https://huggingface.co/FL33TW00D-HF):\n- [Whisper](https://huggingface.co/spaces/FL33TW00D-HF/ratchet-whisper)\n- [Phi](https://huggingface.co/spaces/FL33TW00D-HF/ratchet-phi)\n\nTo dig deeper, check out the [examples](https://github.com/FL33TW00D/ratchet/tree/master/examples)\n\nWe welcome contributions from the community. If you have any ideas or suggestions, please feel free to open an issue or pull request.\n\n### Javascript\n\n```javascript\n// Asynchronous loading \u0026 caching with IndexedDB\nlet model = await Model.load(AvailableModels.WHISPER_TINY, Quantization.Q8, (p: number) =\u003e setProgress(p))\nlet result = await model.run({ input });\n```\n\n### Rust\n\nRust crate \u0026 CLI coming soon...\n\n## Philosophy\n\nWe want a toolkit for developers to make integrating performant AI functionality into existing production applications easy.\nThe following principles will help us accomplish this:\n1. **Inference only**\n2. **WebGPU/CPU only**\n3. First class quantization support\n4. Lazy computation\n5. Inplace by default\n\n## Supported Models\n- Whisper\n- Phi 2 \u0026 3\n- Moondream\n\n## Upcoming Models\n- Gemini 2 2B\n","funding_links":[],"categories":["Rust","others","Inference"],"sub_categories":["Inference Engine"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhuggingface%2Fratchet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhuggingface%2Fratchet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhuggingface%2Fratchet/lists"}