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#ggml (23 Repositories)

Ranked open-source repositories tagged with #ggml, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

37.1%

Avg Review Latency

11.0h

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23 repositories tagged #ggml

A TierC++ 3.5k 3 GFIs

0xShug0/audio.cpp

An all-in-one, pure C++ inference engine for audio models, powered by ggml. Supports TTS, STT, VAD, voice conversion, music generation, and more, with highly optimized performance. No Python dependency.

70.6%
Merge Rate
-
First Review
77%
1st-Timers
62
Maintainers
A TierPython 9.6k

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

81.3%
Merge Rate
-
First Review
73%
1st-Timers
27
Maintainers
A TierC++ 131.1k 3 GFIs

ggml-org/llama.cpp

LLM inference in C/C++

47.9%
Merge Rate
-
First Review
33%
1st-Timers
998
Maintainers
A TierRust 282

QuintinShaw/openasr

Local-first speech-to-text: no cloud, no telemetry, fail-closed by design. One CLI, seven model families, signed model catalog, OpenAI-compatible local API.

96.3%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierC++ 750

CrispStrobe/CrispASR

C++ ggml runtime hub for multilingual ASR and TTS models: Cohere Transcribe, Parakeet TDT, Voxtral, Canary 1B v2, etc, plus universal forced alignment, and more

57.0%
Merge Rate
-
First Review
44%
1st-Timers
17
Maintainers
A TierC++ 7.7k

leejet/stable-diffusion.cpp

Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++

73.3%
Merge Rate
-
First Review
60%
1st-Timers
51
Maintainers
A TierC++ 2.0k

handy-computer/transcribe.cpp

ggml speech-to-text inference for 16+ model families

75.8%
Merge Rate
7d
First Review
40%
1st-Timers
23
Maintainers
B TierTypeScript 537

timoncool/YuE2-Studio

Local AI song generator with an editable score — YuE2 on your GPU: full songs with vocals, sheet music, covers, exact replay. Native Windows app, no Python, installer with auto-update.

50.0%
Merge Rate
8h
First Review
100%
1st-Timers
1
Maintainers
B TierC++ 266

mgonzs13/llama_ros

llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierZig 107

qskousen/ggufy

CLI/GUI tool for efficient and easy safetensors and gguf model conversion

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierGo 1.8k

sammcj/gollama

Go manage your Ollama models

100.0%
Merge Rate
8h
First Review
0%
1st-Timers
2
Maintainers
D TierPython 990

pollockjj/ComfyUI-MultiGPU

This custom_node for ComfyUI adds one-click "Virtual VRAM" for any UNet and CLIP loader as well MultiGPU integration in WanVideoWrapper, managing the offload/Block Swap of layers to DRAM *or* VRAM to maximize the latent space of your card. Also includes nodes for directly loading entire components (UNet, CLIP, VAE) onto the device you choose

0.0%
Merge Rate
-
First Review
0%
1st-Timers
2
Maintainers
D TierC++ 321

staghado/vit.cpp

Inference Vision Transformer (ViT) in plain C/C++ with ggml

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 447

shm007g/LLaMA-Cult-and-More

Large Language Models for All, 🦙 Cult and More, Stay in touch !

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 341

kigner/audio.cpp-webui

audio.cpp with a full-task WebUI - pure C++ audio-model inference engine powered by ggml. TTS, ASR/STT, VAD, voice conversion, speaker diarization, music generation. No Python dependency.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 120

Mobile-Artificial-Intelligence/llama_sdk

lcpp is a dart implementation of llama.cpp used by the mobile artificial intelligence distribution (maid)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 679

AmmarkoV/SAM3DBody-cpp

Real-time 3D full-body reconstruction from a single camera, Multiperson BVH output, Pure C++ runtime, ONNX + ggml, 70-joint skeleton with hands.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 163

NVIDIA/NeMo-Speech.cpp

NeMo-Speech.cpp is a lightweight C++ inference runtime for Speech models

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 171

JakeATX/llamAmpere

llama.cpp fork for significantly improved performance on Ampere (especially RTX 3090 / 3090 Ti): example: 95+ tok/s over a 100K-token generation at temperature 1 for qwen3.8, supporting full 262K ctx. Supports low memory (12gb) configs for 200k+ ctx

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 1.6k

RWKV/rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC 2.1k

guinmoon/LLMFarm

llama and other large language models on iOS and MacOS offline using GGML library.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierKotlin 898

shubham0204/SmolChat-Android

Running any GGUF SLMs/LLMs locally, on-device in Android

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 869

PABannier/bark.cpp

Suno AI's Bark model in C/C++ for fast text-to-speech generation

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Ggml Open Source Repositories & C-Rank™ | GetMerged