{"id":25228821,"url":"https://github.com/ggml-org/ggml","last_synced_at":"2026-05-26T00:04:58.950Z","repository":{"id":64173199,"uuid":"538180525","full_name":"ggml-org/ggml","owner":"ggml-org","description":"Tensor library for machine learning","archived":false,"fork":false,"pushed_at":"2026-05-22T14:54:07.000Z","size":30044,"stargazers_count":14678,"open_issues_count":321,"forks_count":1627,"subscribers_count":148,"default_branch":"master","last_synced_at":"2026-05-22T19:54:39.785Z","etag":null,"topics":["automatic-differentiation","large-language-models","machine-learning","tensor-algebra"],"latest_commit_sha":null,"homepage":"","language":"C++","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/ggml-org.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":"AUTHORS","dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-09-18T17:07:19.000Z","updated_at":"2026-05-22T14:53:51.000Z","dependencies_parsed_at":"2023-10-24T17:37:56.654Z","dependency_job_id":"0e3f94f3-b2ff-4a6f-b914-e75a56bdd0a1","html_url":"https://github.com/ggml-org/ggml","commit_stats":null,"previous_names":["ggml-org/ggml"],"tags_count":16,"template":false,"template_full_name":null,"purl":"pkg:github/ggml-org/ggml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggml-org%2Fggml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggml-org%2Fggml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggml-org%2Fggml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggml-org%2Fggml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggml-org","download_url":"https://codeload.github.com/ggml-org/ggml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggml-org%2Fggml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33444703,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-24T13:13:05.286Z","status":"ssl_error","status_checked_at":"2026-05-24T13:13:03.728Z","response_time":57,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["automatic-differentiation","large-language-models","machine-learning","tensor-algebra"],"created_at":"2025-02-11T10:07:36.710Z","updated_at":"2026-05-26T00:04:58.944Z","avatar_url":"https://github.com/ggml-org.png","language":"C++","funding_links":[],"categories":["C++","By Industry","machine-learning","By Language","Model Storage Optimisation","Repos","📚 Project Purpose","Coding \u0026 Development","1. Core Frameworks \u0026 Libraries"],"sub_categories":["Data Science","C++","Machine Learning (Intermediate-Level"],"readme":"# ggml\n\n[Manifesto](https://github.com/ggerganov/llama.cpp/discussions/205)\n\nTensor library for machine learning\n\n***Note that this project is under active development. \\\nSome of the development is currently happening in the [llama.cpp](https://github.com/ggerganov/llama.cpp) and [whisper.cpp](https://github.com/ggerganov/whisper.cpp) repos***\n\n## Features\n\n- Low-level cross-platform implementation\n- Integer quantization support\n- Broad hardware support\n- Automatic differentiation\n- ADAM and L-BFGS optimizers\n- No third-party dependencies\n- Zero memory allocations during runtime\n\n## Build\n\n```bash\ngit clone https://github.com/ggml-org/ggml\ncd ggml\n\n# install python dependencies in a virtual environment\npython3.10 -m venv .venv\nsource .venv/bin/activate\npip install -r requirements.txt\n\n# build the examples\nmkdir build \u0026\u0026 cd build\ncmake ..\ncmake --build . --config Release -j 8\n```\n\n## GPT inference (example)\n\n```bash\n# run the GPT-2 small 117M model\n../examples/gpt-2/download-ggml-model.sh 117M\n./bin/gpt-2-backend -m models/gpt-2-117M/ggml-model.bin -p \"This is an example\"\n```\n\nFor more information, checkout the corresponding programs in the [examples](examples) folder.\n\n## Resources\n\n- [Introduction to ggml](https://huggingface.co/blog/introduction-to-ggml)\n- [The GGUF file format](https://github.com/ggerganov/ggml/blob/master/docs/gguf.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fggml-org%2Fggml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fggml-org%2Fggml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fggml-org%2Fggml/lists"}