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#llama-cpp (30 Repositories)

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

Topic Avg Merge Rate

72.7%

Avg Review Latency

33.9h

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30 repositories tagged #llama-cpp

S TierGo 221 2 GFIs

defilantech/LLMKube

Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.

93.6%
Merge Rate
4d
First Review
89%
1st-Timers
5
Maintainers
S TierC++ 623 4 GFIs

Helldez/BigMoeOnEdge

Run MoE models bigger than your RAM. Frontier-size MoE on a 12 GB phone, lossless, on stock llama.cpp

83.7%
Merge Rate
-
First Review
100%
1st-Timers
7
Maintainers
S TierTypeScript 282

mohitsoni48/TurboLLM

Run any local LLM engine, auto-tuned to your GPU — polished web UI + OpenAI/Anthropic-compatible API. Point Claude Code at your own machine in one command. No Electron, no Python, offline-first.

86.3%
Merge Rate
-
First Review
100%
1st-Timers
10
Maintainers
S TierRust 551 9 GFIs

llmmanorg/llmman

Run any agent on any model, models stored as OCI images

58.3%
Merge Rate
-
First Review
63%
1st-Timers
17
Maintainers
A TierSwift 1.1k

FuJacob/cotabby

Cotabby is local AI autocomplete for your entire Mac. Open source. On device. Everywhere you type.

90.0%
Merge Rate
2d
First Review
100%
1st-Timers
4
Maintainers
A TierTypeScript 3.2k

off-grid-ai/OGAM

The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.

72.2%
Merge Rate
-
First Review
57%
1st-Timers
7
Maintainers
A TierSwift 12.1k 3 GFIs

altic-dev/FluidVoice

Fastest and only macOS Dictation app with on-device STT and custom trained AI enhancement model. Windows pre-build available! A local Wispr Flow alternative. DM us on X exclusive model access! 😉 - https://x.com/fluidvoiceapp

47.2%
Merge Rate
-
First Review
33%
1st-Timers
97
Maintainers
A TierRust 1.6k

RunanywhereAI/wally

Get up and running with GLM-5.3-flash, DeepSeek, Gemma and other open source frontier models.

64.5%
Merge Rate
1d
First Review
20%
1st-Timers
5
Maintainers
A TierPython 938

StayLameBro/backburner

Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable

100.0%
Merge Rate
10h
First Review
100%
1st-Timers
1
Maintainers
A TierRust 502

lucasjinreal/Crane

A Pure Rust based LLM, VLM, VLA, TTS, OCR Inference Engine, powering by Candle & Rust. Alternate to your llama.cpp but much more simpler and cleaner..

79.4%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierC++ 2.9k

Luce-Org/lucebox

LLM speculative inference server for heterogeneous hardware & consumer GPUs

66.8%
Merge Rate
5d
First Review
69%
1st-Timers
18
Maintainers
A TierPython 135

Blackwellboy/model-serving-minefield

Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harnesses, versioning. Symptom-first, with the check that catches each.

78.3%
Merge Rate
4h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 108

SouthpawIN/turbofit

Adaptive local inference for Hermes — TurboFit Check, evidence-built TurboFit List, repaired discovery/benchmark campaigns, Qwen 3.8 DFlash2, Bonsai DSpark, FreeToken, and Sirvir.

92.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 7.2k

Osmantic/ODS

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.

36.3%
Merge Rate
2d
First Review
35%
1st-Timers
24
Maintainers
A TierGo 267

raketenkater/ggrun

llama.cpp/ik_llama.cpp launcher: loads big MoE models across mismatched multi-GPU rigs by exact VRAM math.

73.3%
Merge Rate
20h
First Review
100%
1st-Timers
2
Maintainers
A TierC++ 1.0k

mybigday/llama.rn

React Native binding of llama.cpp

88.0%
Merge Rate
6d
First Review
100%
1st-Timers
6
Maintainers
A TierPython 163

SergiioB/intel-arc-pro-b70-inference-cookbook

Open recipes, engine patches, and benchmark harnesses for LLM inference on Intel Arc Pro B60/B70 (Battlemage, Xe2). MoE 35B at 160 t/s decode / 7.5K t/s prefill single-stream, 27B at 50~ t/s decode / 1.7K t/s prefill single stream. vLLM XPU MTP unlocked. Muse Glimmer recipe added!!

100.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
A TierGo 306

gpustack/gguf-parser-go

Review/Check GGUF files and estimate the memory usage and maximum tokens per second.

62.5%
Merge Rate
12h
First Review
50%
1st-Timers
3
Maintainers
B TierPython 539

spark-arena/sparkrun

sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD

75.0%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierC++ 26.2k

mozilla-ai/llamafile

Distribute and run LLMs with a single file.

85.2%
Merge Rate
4d
First Review
80%
1st-Timers
11
Maintainers
A TierTypeScript 3.1k

AtomicBot-ai/atomic-agent

Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp.

49.6%
Merge Rate
1d
First Review
17%
1st-Timers
9
Maintainers
B TierC 885

OleksandrChekhovskyi/hax

A minimalist, terminal-native coding agent written in C.

11.1%
Merge Rate
<1h
First Review
100%
1st-Timers
13
Maintainers
B TierC++ 188

stew675/llama-cpp-rdna-boosts

A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance

20.0%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
B TierGo 154

lordmathis/llamactl

Unified management and routing for llama.cpp, MLX and vLLM models with web dashboard.

71.4%
Merge Rate
8d
First Review
33%
1st-Timers
3
Maintainers
B TierRust 223

morganlinton/Albatross

Open source, terminal-first AI coding agent with fully transparent multi-model routing. Local (Ollama, LM Studio, MLX, llama.cpp) or cloud, your keys, one TUI. No black box.

81.0%
Merge Rate
3d
First Review
75%
1st-Timers
3
Maintainers
B TierC++ 101 5 GFIs

swellweb/reame

CPU-first LLM inference server on llama.cpp. Runs useful models on free-tier ARM boxes; rewriting the input made it ~6x faster and more accurate than tuning the engine. MIT, benchmarks and failures included.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 112

sgaofen/humanizer-local-model

Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts

100.0%
Merge Rate
2h
First Review
100%
1st-Timers
1
Maintainers
B TierSwift 214

engeldlgado/toshllm

Run large language models locally on Intel Macs with AMD GPUs - native macOS app with Metal acceleration

50.0%
Merge Rate
-
First Review
0%
1st-Timers
7
Maintainers
B TierSwift 208

Eric-Terminal/ETOS-LLM-Studio

A native LLM client for iOS & Apple Watch. Run local GGUF models offline via llama.cpp, or connect to OpenAI/Claude/Gemini. Features local RAG, Model Context Protocol (MCP) tools, Siri Shortcuts, and cross-device sync. Built with Swift.

66.7%
Merge Rate
-
First Review
50%
1st-Timers
1
Maintainers
B TierPython 187

julianmb/q38rocm

Qwen 3.8 27B ROCmFP4 on AMD Strix Halo (Ryzen AI Max+ 395). Up to 36 tok/s via MTP Speculation, TurboQuant & Mesa RADV Wave64.

100.0%
Merge Rate
1d
First Review
0%
1st-Timers
2
Maintainers
Best Llama-cpp Open Source Repositories & C-Rank™ | GetMerged