Back to Topics Directory
Topic Hub

#gemma (28 Repositories)

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

Topic Avg Merge Rate

40.8%

Avg Review Latency

10.3h

Filter by language

28 repositories tagged #gemma

S TierC# 583

zhongkaifu/TensorSharp

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

89.0%
Merge Rate
1d
First Review
80%
1st-Timers
7
Maintainers
A TierPython 77.9k 1 GFIs

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

67.9%
Merge Rate
-
First Review
57%
1st-Timers
217
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 TierPython 495

gobii-ai/gobii-platform

Your easy to use, always-on AI workforce 👾

93.1%
Merge Rate
20h
First Review
100%
1st-Timers
2
Maintainers
A TierTypeScript 1.7k

AtomicBot-ai/Atomic-Chat

Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer. Join our Discord: https://discord.com/invite/8wGSsvmg4V

73.2%
Merge Rate
-
First Review
56%
1st-Timers
15
Maintainers
A TierJavaScript 628

DenisovAV/flutter_gemma

The Flutter plugin allows running the Gemma AI model locally on a device from a Flutter application.

69.2%
Merge Rate
2d
First Review
100%
1st-Timers
8
Maintainers
A TierSwift 122

NeelM0906/Mference

Swift + Metal MoE inference for Apple Silicon: Qwen 3.6 35B at 23.5–29.3 tok/s decode with 2.20× faster long-prompt prefill on a 24 GB M5; Gemma 4 26B in ~2 GB, DeepSeek-V4-Flash 284B, Inkling-Small 276B, native Mac app, CLI, and OpenAI-compatible server.

93.3%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 9.4k

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

38.4%
Merge Rate
3h
First Review
22%
1st-Timers
9
Maintainers
A TierSwift 6.9k

drumih/turbo-fieldfare

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

44.8%
Merge Rate
-
First Review
17%
1st-Timers
45
Maintainers
A TierGo 181.9k

ollama/ollama

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

23.1%
Merge Rate
6h
First Review
7%
1st-Timers
329
Maintainers
A TierPython 13.8k

cactus-compute/needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

47.6%
Merge Rate
7h
First Review
43%
1st-Timers
32
Maintainers
B TierSwift 221

tattn/LocalLLMClient

Swift package to run local LLMs on iOS, macOS, Linux

75.0%
Merge Rate
3h
First Review
100%
1st-Timers
1
Maintainers
B TierJavaScript 637

DenisovAV/flutter_edge_ai

On-device AI for Flutter — Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.

20.0%
Merge Rate
15h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 230

duckyshell/ComfyUI-MiniMaxH3-Prompt-Writer

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

66.7%
Merge Rate
1d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 999

google-gemma/gemma-skills

Skills for the Gemma and model/agent interactions

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
B TierPython 221

wuwangzhang1216/abliterix

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

57.1%
Merge Rate
2h
First Review
50%
1st-Timers
1
Maintainers
B 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.

66.7%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierKotlin 557

NightMean/OlliteRT

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

14.3%
Merge Rate
1d
First Review
0%
1st-Timers
2
Maintainers
C TierTypeScript 3.6k

deta/surf

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

22.0%
Merge Rate
4d
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 6.0k

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
1d
First Review
0%
1st-Timers
3
Maintainers
D TierTypeScript 139

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 1.3k

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
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 TierSwift 389

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 TierC++ 458

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 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 TierPython 3.4k 2 GFIs

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