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#gemma (20 Repositories)

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

Topic Avg Merge Rate

19.6%

Avg Review Latency

7.1h

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20 repositories tagged #gemma

S TierC# 380

zhongkaifu/TensorSharp

A native .NET LLM inference engine for GGUF models. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

91.8%
Merge Rate
1d
First Review
100%
1st-Timers
5
Maintainers
A TierPython 75.2k 9 GFIs

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, FLUX and more.

72.5%
Merge Rate
8h
First Review
46%
1st-Timers
134
Maintainers
A TierPython 9.5k

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.

86.0%
Merge Rate
1d
First Review
86%
1st-Timers
32
Maintainers
B TierPython 9.7k

cactus-compute/needle

14MB foundation model for tiny devices; phones, wearables, smart home, and robots.

52.8%
Merge Rate
7h
First Review
29%
1st-Timers
24
Maintainers
B TierGo 179.8k

ollama/ollama

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

27.7%
Merge Rate
9h
First Review
7%
1st-Timers
275
Maintainers
B TierSwift 6.2k

drumih/turbo-fieldfare

Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook

41.1%
Merge Rate
11h
First Review
25%
1st-Timers
31
Maintainers
B TierKotlin 153

NightMean/OlliteRT

Turn your Android phone into an OpenAI-compatible LLM inference server — Fully local, private and Open Source

20.0%
Merge Rate
2d
First Review
0%
1st-Timers
2
Maintainers
D TierSwift 1.2k

kellyvv/PhoneClaw

PhoneClaw turns phones into local AI agent runtimes with on-device models, native mobile Skills, LiveLand, and optional Mac Gateway inference.

0.0%
Merge Rate
5h
First Review
0%
1st-Timers
1
Maintainers
D TierC++ 118

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 TierJavaScript 5.9k

clusterzx/paperless-ai

An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 466

KolosalAI/kolosal-cli

Super lightweight Ollama + Qwen Code alternative to run Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 266

masterFoad/NanoSage

Local LLM Powered Recursive Search & Smart Knowledge Explorer

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 15.3k

GaiZhenbiao/ChuanhuChatGPT

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 137

BodhiSearch/BodhiApp

Run Open Source/Open Weight LLMs locally with OpenAI compatible APIs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierSwift 369

mutonby/shortcast

Native macOS app: drop a long video → auto-cut viral shorts, captioned for TikTok/Reels/YouTube, reframed to vertical, and scheduled. 100% on-device (Gemma 4 12B + WhisperKit + MLX).

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 207

wuwangzhang1216/abliterix

Automated alignment adjustment for LLMs — direct steering, LoRA, and MoE expert-granular abliteration, optimized via multi-objective Optuna TPE.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 456

KolosalAI/Kolosal

Kolosal AI is an OpenSource and Lightweight alternative to LM Studio to run LLMs 100% offline on your device.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 114

duckyshell/ComfyUI-MiniMaxH3-Prompt-Writer

Multimodal MiniMax H3 prompt writer for ComfyUI with local and API providers.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 3.5k

deta/surf

Personal AI Notebooks. Organize files & webpages and generate notes from them. Open source, local & open data, open model choice (incl. local).

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 3.2k

nicedreamzapp/claude-code-local

Run Claude Code 100% on-device with local AI on Apple Silicon. MLX-native Anthropic-API server. 6 fighters incl. Muse-Glimmer 30B (now multimodal — reads images, abliterated), Gemma 4 31B, Qwen 3.5 122B (65 tok/s), DeepSeek V4 Flash (1M ctx). Private, offline, airgap-ready. Built for NDA / legal / healthcare workflows.

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