An open API service for producing an overview of a list of open source projects.

awesome-llama: https://github.com/ggml-org/llama.cpp

ggml

Score: 34.196062564599856

Last synced: about 11 hours ago
JSON representation

Repository metadata:

LLM inference in C/C++


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: about 1 month ago

Total Commits: 8,189
Total Committers: 1,433
Avg Commits per committer: 5.715
Development Distribution Score (DDS): 0.8

Commits in past year: 3,390
Committers in past year: 551
Avg Commits per committer in past year: 6.152
Development Distribution Score (DDS) in past year: 0.853

Name Email Commits
Georgi Gerganov g****v@g****m 1636
Xuan-Son Nguyen s****n@h****o 389
slaren s****h@g****m 362
Johannes Gäßler j****g@5****e 349
Jeff Bolz j****z@n****m 261
Daniel Bevenius d****s@g****m 244
Sigbjørn Skjæret s****t@s****m 225
Cebtenzzre c****e@g****m 101
Kawrakow 4****w 100
Aman Gupta a****2@g****m 91
0cc4m p****2@l****e 89
Olivier Chafik o****k 76
Adrien Gallouët a****t@h****o 75
compilade g****t@c****t 62
lhez l****h@q****m 58
Pierrick Hymbert p****t@g****m 58
Radoslav Gerganov r****v@g****m 56
R0CKSTAR x****e@m****m 49
Aleksander Grygier a****r@g****m 47
Aaron Teo a****1@i****m 45
Neo Zhang Jianyu j****g@i****m 44
Eve 1****e 42
Kerfuffle 4****2 42
Akarshan Biswas a****n@m****i 40
Chenguang Li 7****8@q****m 37
Eric Curtin e****n@r****m 34
Pascal a****n@s****m 34
Piotr Wilkin (ilintar) p****n@s****m 33
Stephan Walter s****n@w****e 32
Brian m****e@g****m 31
and 1403 more...

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 1,526
Total pull requests: 3,020
Average time to close issues: about 1 month
Average time to close pull requests: 7 days
Total issue authors: 1,033
Total pull request authors: 571
Average comments per issue: 3.28
Average comments per pull request: 2.66
Merged pull request: 1,678
Bot issues: 0
Bot pull requests: 1

Past year issues: 1,447
Past year pull requests: 2,946
Past year average time to close issues: 29 days
Past year average time to close pull requests: 5 days
Past year issue authors: 975
Past year pull request authors: 539
Past year average comments per issue: 2.71
Past year average comments per pull request: 2.55
Past year merged pull request: 1,637
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ggml-org/llama.cpp

Top Issue Authors

  • gnusupport (22)
  • ngxson (19)
  • ggerganov (18)
  • yurivict (16)
  • Bobchenyx (14)
  • pwilkin (11)
  • 0wwafa (9)
  • taronaeo (9)
  • nickhuang99 (9)
  • MaoJianwei (9)
  • steampunque (7)
  • createthis (6)
  • jacekpoplawski (6)
  • ExtReMLapin (6)
  • domasofan (6)

Top Pull Request Authors

  • ggerganov (367)
  • ngxson (214)
  • CISC (169)
  • jeffbolznv (142)
  • JohannesGaessler (106)
  • slaren (71)
  • danbev (69)
  • yeahdongcn (55)
  • ochafik (48)
  • lhez (46)
  • qnixsynapse (45)
  • am17an (40)
  • taronaeo (35)
  • noemotiovon (30)
  • compilade (28)

Top Issue Labels

  • bug-unconfirmed (972)
  • stale (466)
  • enhancement (249)
  • bug (55)
  • server/webui (21)
  • good first issue (21)
  • build (13)
  • help wanted (11)
  • Vulkan (10)
  • model (10)
  • research 🔬 (8)
  • duplicate (8)
  • question (7)
  • wontfix (6)
  • roadmap (5)
  • need more info (5)
  • Ascend NPU (4)
  • Nvidia GPU (4)
  • performance (4)
  • hardware (4)
  • AMD GPU (3)
  • refactoring (3)
  • tts (3)
  • windows (2)
  • Apple Metal (2)
  • testing (2)
  • 🦙. (2)
  • documentation (2)
  • server (2)
  • ggml (2)

Top Pull Request Labels

  • ggml (991)
  • examples (638)
  • python (339)
  • server (283)
  • Nvidia GPU (245)
  • testing (233)
  • Vulkan (224)
  • devops (193)
  • SYCL (138)
  • documentation (113)
  • Apple Metal (107)
  • script (71)
  • Ascend NPU (57)
  • build (40)
  • OpenCL (29)
  • bugfix (13)
  • android (12)
  • nix (10)
  • Review Complexity : Medium (9)
  • breaking change (8)
  • hot (8)
  • enhancement (6)
  • Kompute (6)
  • help wanted (6)
  • model (5)
  • demo (5)
  • Review Complexity : Low (5)
  • tool calling (5)
  • performance (5)
  • server/webui (4)

Package metadata

pypi.org: gguf

Read and write ML models in GGUF for GGML

  • Homepage: https://ggml.ai
  • Documentation: https://gguf.readthedocs.io/
  • Licenses: MIT License
  • Latest release: 0.18.0 (published about 1 month ago)
  • Last Synced: 2026-03-07T11:16:44.565Z (26 days ago)
  • Versions: 25
  • Dependent Packages: 5
  • Dependent Repositories: 56
  • Downloads: 5,017,116 Last month
  • Docker Downloads: 40
  • Rankings:
    • Stargazers count: 0.023%
    • Forks count: 0.075%
    • Downloads: 1.859%
    • Dependent repos count: 1.975%
    • Average: 2.889%
    • Docker downloads count: 3.297%
    • Dependent packages count: 10.105%
  • Maintainers (1)
proxy.golang.org: github.com/ggml-org/llama.cpp

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/ggml-org/llama.cpp#section-documentation
  • Licenses: mit
  • Latest release: v3.3.0+incompatible (published about 2 years ago)
  • Last Synced: 2026-03-07T11:16:44.762Z (26 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 5.522%
    • Average: 5.707%
    • Dependent repos count: 5.892%
swiftpackageindex.com: github.com/ggml-org/llama.cpp

  • Homepage:
  • Documentation: https://swiftpackageindex.com/ggml-org/llama.cpp/documentation
  • Licenses: mit
  • Latest release: b8182 (published about 1 month ago)
  • Last Synced: 2026-03-07T11:16:56.782Z (26 days ago)
  • Versions: 2,220
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 16.922%
    • Average: 20.383%
    • Dependent repos count: 23.845%
spack.io: llama-cpp

LLM inference in C/C++

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: []
  • Latest release: (published 26 days ago)
  • Last Synced: 2026-03-07T11:16:43.975Z (26 days ago)
  • Versions: 0
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Average: 26.46%
    • Dependent packages count: 52.921%
  • Maintainers (1)
formulae.brew.sh: llama.cpp

LLM inference in C/C++

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: MIT
  • Latest release: 8210 (published 26 days ago)
  • Last Synced: 2026-03-07T06:49:52.498Z (26 days ago)
  • Versions: 381
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 23,154 Last month
  • Rankings:
    • Dependent packages count: 19.125%
    • Average: 38.226%
    • Downloads: 40.191%
    • Dependent repos count: 55.362%
anaconda.org: gguf

Read and write ML models in GGUF for GGML

  • Homepage: https://ggml.ai
  • Licenses: MIT
  • Latest release: 0.17.1.7984 (published about 1 month ago)
  • Last Synced: 2026-02-20T16:03:20.505Z (about 1 month ago)
  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 42.572%
    • Average: 44.687%
    • Dependent repos count: 46.803%
anaconda.org: libllama

Inference of Meta's LLaMA model (and others) in pure C/C++

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: MIT
  • Latest release: 0.0.7984 (published about 1 month ago)
  • Last Synced: 2026-02-20T16:03:25.504Z (about 1 month ago)
  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 42.572%
    • Average: 44.687%
    • Dependent repos count: 46.803%
anaconda.org: llama.cpp

Server example and tools for llama.cpp, using libllama

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: MIT
  • Latest release: 0.0.7984 (published about 1 month ago)
  • Last Synced: 2026-02-20T16:03:30.249Z (about 1 month ago)
  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 42.572%
    • Average: 44.687%
    • Dependent repos count: 46.803%
anaconda.org: llama.cpp-tools

Scripts and conversion tools that ship with llama.cpp, including model vocabulary files and templates

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: MIT
  • Latest release: 0.0.7984 (published about 1 month ago)
  • Last Synced: 2026-02-20T16:03:33.101Z (about 1 month ago)
  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 42.572%
    • Average: 44.687%
    • Dependent repos count: 46.803%
anaconda.org: llama.cpp-tests

Test executables for llama.cpp

  • Homepage: https://github.com/ggml-org/llama.cpp
  • Licenses: MIT
  • Latest release: 0.0.7984 (published about 1 month ago)
  • Last Synced: 2026-02-20T16:03:32.259Z (about 1 month ago)
  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 42.572%
    • Average: 44.687%
    • Dependent repos count: 46.803%
guix: llama-cpp

Port of Facebook's LLaMA model in C/C++

nixpkgs-unstable: llama-cpp

Inference of Meta's LLaMA model (and others) in pure C/C++

nixpkgs-unstable: llama-cpp-vulkan

Inference of Meta's LLaMA model (and others) in pure C/C++

nixpkgs-unstable: llama-cpp-rocm

Inference of Meta's LLaMA model (and others) in pure C/C++


Dependencies

.github/workflows/build.yml actions
  • actions/checkout v1 composite
  • actions/download-artifact v3 composite
  • actions/github-script v3 composite
  • actions/upload-artifact v3 composite
  • anzz1/action-create-release v1 composite
  • pr-mpt/actions-commit-hash v2 composite
.github/workflows/docker.yml actions
  • actions/checkout v3 composite
  • docker/build-push-action v4 composite
  • docker/login-action v2 composite
  • docker/setup-buildx-action v2 composite
  • docker/setup-qemu-action v2 composite
.github/workflows/editorconfig.yml actions
  • actions/checkout v3 composite
  • editorconfig-checker/action-editorconfig-checker main composite
.github/workflows/gguf-publish.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v2 composite
  • pypa/gh-action-pypi-publish release/v1 composite
gguf-py/pyproject.toml pypi
  • pytest ^5.2 develop
  • numpy >=1.17
  • python >=3.8
requirements.txt pypi
  • gguf >=0.1.0
  • numpy ==1.24
  • sentencepiece ==0.1.98
.github/workflows/build-linux-cross.yml actions
  • ./.github/actions/linux-setup-spacemit * composite
  • actions/cache v4 composite
  • actions/checkout v4 composite
examples/batched.swift/Package.swift swiftpm
.github/actions/linux-setup-vulkan/action.yml actions
  • ./.github/actions/unarchive-tar * composite
.github/workflows/build-cache.yml actions
  • ./.github/actions/linux-setup-spacemit * composite
  • ./.github/actions/linux-setup-vulkan * composite
  • ./.github/actions/windows-setup-rocm * composite
  • actions/cache v4 composite
  • actions/checkout v4 composite
.github/workflows/python-lint.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • py-actions/flake8 v2 composite
.github/actions/install-exe/action.yml actions
.github/actions/windows-setup-rocm/action.yml actions
  • ./.github/actions/install-exe * composite
.github/workflows/winget.yml actions
  • actions/github-script v6 composite
  • cargo-bins/cargo-binstall 268643a6b5ea099f5718ee5cd3ff7dc89a5eb49b composite
examples/llama.android/app/build.gradle.kts maven
examples/llama.android/lib/build.gradle.kts maven
poetry.lock pypi
  • atomicwrites 1.4.1
  • attrs 23.2.0
  • certifi 2024.2.2
  • charset-normalizer 3.3.2
  • colorama 0.4.6
  • filelock 3.13.1
  • fsspec 2024.2.0
  • gguf 0.7.0
  • huggingface-hub 0.20.3
  • idna 3.6
  • jinja2 3.1.3
  • markupsafe 2.1.5
  • more-itertools 10.2.0
  • mpmath 1.3.0
  • networkx 3.2.1
  • numpy 1.26.4
  • packaging 23.2
  • pluggy 0.13.1
  • protobuf 4.25.3
  • py 1.11.0
  • pytest 5.4.3
  • pyyaml 6.0.1
  • regex 2023.12.25
  • requests 2.31.0
  • safetensors 0.4.2
  • sentencepiece 0.1.99
  • sympy 1.12
  • tokenizers 0.15.2
  • torch 2.2.1+cpu
  • tqdm 4.66.2
  • transformers 4.38.1
  • typing-extensions 4.9.0
  • urllib3 2.2.1
  • wcwidth 0.2.13
pyproject.toml pypi
  • pytest ^5.2 develop
  • gguf *
  • numpy ^1.25.0
  • protobuf >=4.21.0,<5.0.0
  • python >=3.9
  • sentencepiece >=0.1.98,<=0.2.0
  • torch ^2.2.0
  • transformers >=4.35.2,<5.0.0
requirements/requirements-convert_hf_to_gguf.txt pypi
  • torch *
  • torch >=0.0.0.dev0
.github/actions/windows-setup-curl/action.yml actions
.github/workflows/bench.yml.disabled actions
  • Sibz/github-status-action v1 composite
  • actions/checkout v4 composite
  • actions/setup-go v5 composite
  • actions/upload-artifact v4 composite
  • devicons/public-upload-to-imgur v2.2.2 composite
  • mshick/add-pr-comment v2 composite
.github/workflows/check-vendor.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v4 composite
requirements/requirements-convert_lora_to_gguf.txt pypi
.github/actions/get-tag-name/action.yml actions
.github/actions/linux-setup-spacemit/action.yml actions
  • ./.github/actions/unarchive-tar * composite
.github/actions/unarchive-tar/action.yml actions
.github/workflows/close-issue.yml actions
  • actions/stale v5 composite
requirements/requirements-compare-llama-bench.txt pypi
  • GitPython *
  • matplotlib *
  • tabulate *
requirements/requirements-convert_llama_ggml_to_gguf.txt pypi
tools/mtmd/requirements.txt pypi
  • pillow *
  • torch *
  • torchvision *
.github/workflows/build-cmake-pkg.yml actions
  • actions/checkout v4 composite
.github/workflows/labeler.yml actions
  • actions/checkout v4 composite
  • actions/labeler v5 composite
.github/workflows/server.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
examples/gguf-hash/deps/sha1/package.json npm
examples/gguf-hash/deps/sha256/package.json npm
  • jb55/rotate-bits.h 0.1.1
.github/workflows/copilot-setup-steps.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • ggml-org/ccache-action v1.2.16 composite
.github/workflows/release.yml actions
  • ./.github/actions/get-tag-name * composite
  • ./.github/actions/windows-setup-cuda * composite
  • ./.github/actions/windows-setup-curl * composite
  • actions/cache v4 composite
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • actions/github-script v3 composite
  • actions/upload-artifact v4 composite
  • ggml-org/action-create-release v1 composite
  • ggml-org/ccache-action v1.2.16 composite
  • ggml-org/free-disk-space v1.3.1 composite
requirements/requirements-all.txt pypi
scripts/jinja/requirements.txt pypi
  • PySide6 *
  • jinja2 *
requirements/requirements-convert_legacy_llama.txt pypi
  • gguf >=0.1.0
  • numpy *
  • protobuf >=4.21.0,<5.0.0
  • sentencepiece *
  • transformers >=4.57.1,<5.0.0
.github/workflows/update-ops-docs.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
requirements/requirements-test-tokenizer-random.txt pypi
  • cffi * test
requirements/requirements-tool_bench.txt pypi
  • aiohttp *
  • huggingface_hub >=0.34.0,<1.0
  • matplotlib *
  • numpy *
  • openai *
  • pandas *
  • prometheus-client *
  • pytest *
  • requests *
  • seaborn *
  • typer *
  • wget *
tools/server/tests/requirements.txt pypi
  • aiohttp * test
  • huggingface_hub >=0.34.0,<1.0 test
  • numpy * test
  • openai * test
  • prometheus-client * test
  • pytest * test
  • requests * test
  • wget * test
scripts/snapdragon/qdc/requirements.txt pypi
  • Appium-Python-Client ==5.2.4
  • PySocks ==1.7.1
  • Pygments ==2.19.2
  • attrs ==25.4.0
  • certifi ==2025.10.5
  • exceptiongroup ==1.3.0
  • h11 ==0.16.0
  • idna ==3.11
  • iniconfig ==2.1.0
  • outcome ==1.3.0.post0
  • packaging ==25.0
  • pluggy ==1.6.0
  • pytest ==8.4.2
  • pytest-dependency ==0.6.0
  • selenium ==4.36.0
  • setuptools ==80.9.0
  • sniffio ==1.3.1
  • sortedcontainers ==2.4.0
  • tomli ==2.3.0
  • trio ==0.31.0
  • trio-websocket ==0.12.2
  • typing_extensions ==4.15.0
  • urllib3 ==2.5.0
  • websocket-client ==1.9.0
  • wsproto ==1.2.0
.github/workflows/python-check-requirements.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
tools/server/webui/package-lock.json npm
  • 621 dependencies
tools/server/bench/requirements.txt pypi
  • matplotlib *
  • requests *
.github/actions/windows-setup-cuda/action.yml actions
.github/workflows/server-webui.yml actions
  • actions/checkout v4 composite
  • actions/setup-node v4 composite
  • actions/setup-python v5 composite
requirements/requirements-convert_hf_to_gguf_update.txt pypi
requirements/requirements-pydantic.txt pypi
  • docstring_parser *
  • pydantic *
  • requests *
requirements/requirements-server-bench.txt pypi
  • datasets *
  • matplotlib *
  • numpy *
  • requests *
  • tqdm *
tools/server/webui/package.json npm
  • @chromatic-com/storybook ^4.1.2 development
  • @eslint/compat ^1.2.5 development
  • @eslint/js ^9.18.0 development
  • @internationalized/date ^3.10.1 development
  • @lucide/svelte ^0.515.0 development
  • @playwright/test ^1.49.1 development
  • @storybook/addon-a11y ^10.0.7 development
  • @storybook/addon-docs ^10.0.7 development
  • @storybook/addon-svelte-csf ^5.0.10 development
  • @storybook/addon-vitest ^10.0.7 development
  • @storybook/sveltekit ^10.0.7 development
  • @sveltejs/adapter-static ^3.0.10 development
  • @sveltejs/kit ^2.48.4 development
  • @sveltejs/vite-plugin-svelte ^6.2.1 development
  • @tailwindcss/forms ^0.5.9 development
  • @tailwindcss/typography ^0.5.15 development
  • @tailwindcss/vite ^4.0.0 development
  • @types/node ^22 development
  • @vitest/browser ^3.2.3 development
  • bits-ui ^2.14.4 development
  • clsx ^2.1.1 development
  • dexie ^4.0.11 development
  • eslint ^9.18.0 development
  • eslint-config-prettier ^10.0.1 development
  • eslint-plugin-storybook ^10.0.7 development
  • eslint-plugin-svelte ^3.0.0 development
  • fflate ^0.8.2 development
  • globals ^16.0.0 development
  • http-server ^14.1.1 development
  • mdast ^3.0.0 development
  • mdsvex ^0.12.3 development
  • playwright ^1.56.1 development
  • prettier ^3.4.2 development
  • prettier-plugin-svelte ^3.3.3 development
  • prettier-plugin-tailwindcss ^0.6.11 development
  • rehype-katex ^7.0.1 development
  • remark-math ^6.0.0 development
  • sass ^1.93.3 development
  • storybook ^10.0.7 development
  • svelte ^5.0.0 development
  • svelte-check ^4.0.0 development
  • tailwind-merge ^3.3.1 development
  • tailwind-variants ^3.2.2 development
  • tailwindcss ^4.0.0 development
  • tw-animate-css ^1.3.5 development
  • typescript ^5.0.0 development
  • typescript-eslint ^8.20.0 development
  • unified ^11.0.5 development
  • uuid ^13.0.0 development
  • vite ^7.2.2 development
  • vite-plugin-devtools-json ^0.2.0 development
  • vitest ^3.2.3 development
  • vitest-browser-svelte ^0.1.0 development
  • highlight.js ^11.11.1
  • mode-watcher ^1.1.0
  • pdfjs-dist ^5.4.54
  • rehype-highlight ^7.0.2
  • rehype-stringify ^10.0.1
  • remark ^15.0.1
  • remark-breaks ^4.0.0
  • remark-gfm ^4.0.1
  • remark-html ^16.0.1
  • remark-rehype ^11.1.2
  • svelte-sonner ^1.0.5
  • unist-util-visit ^5.0.0
examples/model-conversion/requirements.txt pypi
  • accelerate *
  • huggingface-hub *
  • sentence-transformers *
  • torch *
  • torchvision *
  • transformers *
.github/workflows/pre-tokenizer-hashes.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/python-type-check.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • jakebailey/pyright-action v2 composite
examples/llama.android/build.gradle.kts maven
examples/gguf-hash/deps/rotate-bits/package.json npm
requirements/requirements-gguf_editor_gui.txt pypi
  • PySide6 *
  • gguf >=0.17.0
  • numpy *