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#local-llm (30 Repositories)

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

Topic Avg Merge Rate

75.2%

Avg Review Latency

22.0h

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30 repositories tagged #local-llm

S TierPython 1.6k

siddsachar/row-bot

Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

89.6%
Merge Rate
1d
First Review
100%
1st-Timers
6
Maintainers
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 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
A TierPython 9.2k 1 GFIs

LearningCircuit/local-deep-research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

81.5%
Merge Rate
1d
First Review
65%
1st-Timers
21
Maintainers
A TierGo 899 1 GFIs

orneryd/NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

54.9%
Merge Rate
-
First Review
50%
1st-Timers
7
Maintainers
A TierPython 4.0k

raullenchai/Rapid-MLX

Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm) on the same weights.

84.1%
Merge Rate
-
First Review
56%
1st-Timers
14
Maintainers
A TierPython 1.4k 1 GFIs

razzant/ouroboros

Ouroboros — self-creating AI agent. Born Feb 16, 2026.

53.2%
Merge Rate
-
First Review
67%
1st-Timers
16
Maintainers
A TierPython 262

autonomous-ai/autonomous-grid

Your AI intranet: network the computers you already own for inference and training.

85.4%
Merge Rate
6d
First Review
100%
1st-Timers
4
Maintainers
A TierTypeScript 685

tetherto/qvac

Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more. Cross-platform: Linux, macOS, Windows, Android, iOS.

68.9%
Merge Rate
1d
First Review
60%
1st-Timers
41
Maintainers
A TierPython 1.6k

axoviq-ai/synthadoc

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

94.2%
Merge Rate
4d
First Review
100%
1st-Timers
2
Maintainers
A TierRust 253

H4D3ZS/vscodium-rust

AI-native IDE with agentic workflows, iPhone emulation on Windows/Linux, PyTorch ML Studio, and ROCm-optimized local AI. Built for security researchers and cross-platform developers.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierZig 1.9k 2 GFIs

ddalcu/mlx-serve

Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Zig backend, Swift frontend macOS app with chat, music, voice, video generation.

50.9%
Merge Rate
-
First Review
50%
1st-Timers
62
Maintainers
A TierPython 49.0k 2 GFIs

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

56.0%
Merge Rate
-
First Review
45%
1st-Timers
57
Maintainers
A TierPython 324

mindroom-ai/mindroom

AI agents that know you and your work, in a chat app anyone can use. Open source, any model, self-host or hosted.

82.8%
Merge Rate
-
First Review
100%
1st-Timers
3
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 TierTypeScript 132

hirokawaguchi/open-genai

デジタル庁のガバメントAI「源内(GENAI)」を完全ローカル(ローカルLLM/OpenAI互換)で動かす非公式プロジェクト。SAML認証(Keycloak)・RAG(Qdrant)・文字起こし(Whisper)・画像生成(SD)・チーム単位ナレッジをローカル完結。

80.6%
Merge Rate
-
First Review
100%
1st-Timers
0
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 TierRust 212

giannisanni/pulsar

SSD-streaming inference engine for giant MoE models (Rust + CUDA). GLM 5.2 743B at 2 tok/s and Hy3 295B at 7 tok/s on two consumer 16GB GPUs. Zero-config multi-GPU: measures PCIe bandwidth, places attention and hot experts where they fit.

83.3%
Merge Rate
10h
First Review
50%
1st-Timers
3
Maintainers
A TierSwift 347

scouzi1966/maclocal-api

'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and other APIs running on your Mac through a single aggregated OpenAI-compatible API endpoint. Supports Apple Vision and single command (non-server) inference with piping as well . Now with Web Browser and local AI API aggregator

71.9%
Merge Rate
-
First Review
50%
1st-Timers
5
Maintainers
A TierRust 303

michaelwilhelmsen/humla

Open-source AI meeting notes for Mac. Records mic + system audio with no bot, transcribes on-device or via OpenAI / Deepgram / Groq, identifies speakers offline, and writes summaries that fuse your notes with the transcript. Ask your notes and get cited answers. Tauri 2 + Rust + Swift.

87.5%
Merge Rate
1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 195

syv-ai/qwen38-27b-rtx3090

Qwen3.8-27B on a single RTX 3090 with vLLM: ~1,000 tok/s at 64 concurrent (int8 tensor-core GEMMs, fp16 DeltaNet state), ~114 tok/s single-user at default sampling / ~124 greedy (MTP drafts, own-output draft vocab, calibrated int4 lm_head, split-KV verify attention), 150k-262k context; patches, requant scripts, benchmarks

42.3%
Merge Rate
3h
First Review
25%
1st-Timers
32
Maintainers
A TierPython 259

rokbenko/quackd

One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain (Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM), VLAs for arms and decision LLMs (Jev, Laya, Kev). Drives Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot, or any ROS 2 base from a laptop, offboard.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 159

HybridAIOne/hybridclaw

Enterprise-ready self-hosted AI assistant runtime with sandboxed execution, secure credentials, approvals, and memory

52.2%
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
B TierSwift 467

carloslfu/slotstream

Run a 105 GB AI model on a Mac that can't hold it. Slotstream streams Qwen3.8-Flash-Next (125B mixture of experts) from your SSD and caches the busiest experts in memory, so it runs on Macs with 16 to 64 GB. One native Swift binary on MLX and Metal, no Python, offline. Works with Claude Code, Codex and Ollama or OpenAI clients.

7.7%
Merge Rate
-
First Review
50%
1st-Timers
7
Maintainers
A TierPython 261

kytmanov/synto

More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.

92.3%
Merge Rate
13h
First Review
100%
1st-Timers
1
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
A TierTypeScript 4.8k

vinta/pangu.js

Opinionated paranoid text spacing in JavaScript, with on-device AI semantic judgment

89.5%
Merge Rate
2d
First Review
100%
1st-Timers
0
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
Best Local-llm Open Source Repositories & C-Rank™ | GetMerged