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#large-language-models (30 Repositories)

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

Topic Avg Merge Rate

71.9%

Avg Review Latency

49.0h

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30 repositories tagged #large-language-models

S TierTypeScript 2.9k

ax-llm/ax

The pretty much "official" DSPy framework for Typescript

93.8%
Merge Rate
24h
First Review
100%
1st-Timers
3
Maintainers
B TierPython 1.2k

ipa-lab/hackingBuddyGPT

Helping Ethical Hackers use LLMs in 50 Lines of Code or less..

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
S TierTypeScript 1.4k

dust-tt/dust

Custom AI agent platform to speed up your work.

86.8%
Merge Rate
1d
First Review
75%
1st-Timers
33
Maintainers
S TierPython 43.5k

bojieli/ai-agent-book

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

93.1%
Merge Rate
2d
First Review
92%
1st-Timers
13
Maintainers
A TierPython 379

ZJU-LLMs/OpenStory

An LLM-powered multi-agent framework for simulating interactive, evolving story worlds.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
3
Maintainers
A TierPython 2.4k 44 GFIs

Observal/Observal

Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.

80.7%
Merge Rate
3d
First Review
54%
1st-Timers
37
Maintainers
A TierC++ 1.5k

xLLM-AI/xllm

A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.

76.7%
Merge Rate
16h
First Review
60%
1st-Timers
47
Maintainers
A TierPython 917

Human-Agent-Society/CORAL

Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.

87.5%
Merge Rate
8d
First Review
89%
1st-Timers
7
Maintainers
A TierPython 5.6k

fla-org/flash-linear-attention

🚀 Efficient implementations for emerging model architectures

75.7%
Merge Rate
14h
First Review
57%
1st-Timers
48
Maintainers
A TierGo 1.7k

beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

91.4%
Merge Rate
12d
First Review
25%
1st-Timers
4
Maintainers
A TierPython 39.3k

HKUDS/LightRAG

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

75.6%
Merge Rate
2d
First Review
62%
1st-Timers
18
Maintainers
A TierTypeScript 33.9k 1 GFIs

langfuse/langfuse

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

72.4%
Merge Rate
2d
First Review
32%
1st-Timers
77
Maintainers
B TierPython 6.9k

datajuicer/data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

79.4%
Merge Rate
2d
First Review
80%
1st-Timers
10
Maintainers
B TierPython 17.7k 1 GFIs

NVIDIA/Megatron-LM

Ongoing research training transformer models at scale

51.0%
Merge Rate
10h
First Review
42%
1st-Timers
141
Maintainers
B TierPython 30.1k 21 GFIs

agentscope-ai/agentscope

Build and run agents you can see, understand and trust.

50.7%
Merge Rate
24h
First Review
48%
1st-Timers
64
Maintainers
B TierMulti-language 112

Explorer-Dong/open-csai-wiki

:bookmark_tabs: 开放 CS/AI 知识库,包括「基础知识、数据结构与算法、软件开发、大模型」等体系化的笔记

66.7%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
B TierRust 464 1 GFIs

sysprog21/zhtw-mcp

A linguistic linter for Traditional Chinese (zh-TW)

100.0%
Merge Rate
19h
First Review
0%
1st-Timers
0
Maintainers
B TierPython 153.9k

langflow-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

70.0%
Merge Rate
2d
First Review
30%
1st-Timers
45
Maintainers
B TierPython 2.7k

intel/neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

75.9%
Merge Rate
9d
First Review
91%
1st-Timers
8
Maintainers
B TierPython 4.4k

EvolvingLMMs-Lab/lmms-eval

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

71.9%
Merge Rate
4d
First Review
67%
1st-Timers
18
Maintainers
B TierPython 424

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

50.0%
Merge Rate
7h
First Review
25%
1st-Timers
10
Maintainers
B TierPython 2.4k

AI-Hypercomputer/maxtext

A simple, performant, and scalable Jax LLM!

61.2%
Merge Rate
1d
First Review
60%
1st-Timers
61
Maintainers
B TierPython 37.9k 1 GFIs

HKUDS/DeepTutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

54.5%
Merge Rate
2d
First Review
62%
1st-Timers
51
Maintainers
B TierPython 38.5k

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

39.1%
Merge Rate
19h
First Review
25%
1st-Timers
7
Maintainers
B TierPython 26.4k

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

70.6%
Merge Rate
3d
First Review
50%
1st-Timers
46
Maintainers
B TierC++ 1.8k

mlc-ai/xgrammar

Fast, Flexible and Portable Structured Generation

58.5%
Merge Rate
9h
First Review
42%
1st-Timers
22
Maintainers
B TierMDMDX 233

langfuse/langfuse-docs

🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps

18.2%
Merge Rate
10h
First Review
33%
1st-Timers
10
Maintainers
B TierPython 4.4k

open-compass/VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

30.9%
Merge Rate
2d
First Review
38%
1st-Timers
13
Maintainers
B TierPython 127

x-zheng16/Awesome-Embodied-AI-Safety

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 3.5k

RUC-NLPIR/FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

75.0%
Merge Rate
-
First Review
50%
1st-Timers
0
Maintainers
Best Large-language-models Open Source Repositories & C-Rank™ | GetMerged