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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

67.8%

Avg Review Latency

14.2h

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30 repositories tagged #large-language-models

S TierRust 488

sysprog21/zhtw-mcp

A linguistic linter for Traditional Chinese (zh-TW)

97.0%
Merge Rate
<1h
First Review
100%
1st-Timers
5
Maintainers
S TierTypeScript 1.5k

dust-tt/dust

Custom AI agent platform to speed up your work.

81.4%
Merge Rate
20h
First Review
63%
1st-Timers
38
Maintainers
A TierPython 52.8k

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

91.5%
Merge Rate
2d
First Review
92%
1st-Timers
17
Maintainers
A TierPython 4.4k 41 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.

78.7%
Merge Rate
-
First Review
51%
1st-Timers
44
Maintainers
A TierC++ 1.6k

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.

74.4%
Merge Rate
-
First Review
63%
1st-Timers
52
Maintainers
A TierPython 33.2k 15 GFIs

agentscope-ai/agentscope

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

45.5%
Merge Rate
-
First Review
35%
1st-Timers
108
Maintainers
A TierPython 1.1k

vndee/llm-sandbox

Lightweight and portable LLM sandbox runtime (code interpreter) Python library.

81.3%
Merge Rate
2h
First Review
50%
1st-Timers
3
Maintainers
A TierGo 1.8k

beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

88.8%
Merge Rate
-
First Review
33%
1st-Timers
5
Maintainers
A TierTypeScript 35.6k 1 GFIs

langfuse/langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

68.8%
Merge Rate
2d
First Review
22%
1st-Timers
122
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.

83.3%
Merge Rate
-
First Review
56%
1st-Timers
5
Maintainers
A TierPython 155.5k

langflow-ai/langflow

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

68.0%
Merge Rate
-
First Review
27%
1st-Timers
55
Maintainers
A TierPython 40.0k

HKUDS/LightRAG

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

74.8%
Merge Rate
-
First Review
52%
1st-Timers
40
Maintainers
A TierPython 367

EfficientMoE/MoE-Infinity

PyTorch library for cost-effective, fast and easy serving of MoE models.

82.8%
Merge Rate
18h
First Review
100%
1st-Timers
4
Maintainers
A 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

70.4%
Merge Rate
4d
First Review
70%
1st-Timers
12
Maintainers
A TierPython 5.9k

fla-org/flash-linear-attention

🚀 Efficient implementations for emerging model architectures

68.5%
Merge Rate
-
First Review
58%
1st-Timers
42
Maintainers
A TierPython 26.7k

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.

65.8%
Merge Rate
-
First Review
51%
1st-Timers
82
Maintainers
A TierPython 18.1k 2 GFIs

NVIDIA/Megatron-LM

Ongoing research training transformer models at scale

44.4%
Merge Rate
-
First Review
38%
1st-Timers
196
Maintainers
A TierPython 4.4k

EvolvingLMMs-Lab/lmms-eval

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

65.8%
Merge Rate
2d
First Review
77%
1st-Timers
18
Maintainers
A TierPython 41.0k 1 GFIs

HKUDS/DeepTutor

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

49.9%
Merge Rate
17h
First Review
49%
1st-Timers
74
Maintainers
A TierPython 7.1k

datajuicer/data-juicer

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

74.3%
Merge Rate
-
First Review
83%
1st-Timers
10
Maintainers
A TierPython 424 1 GFIs

redis/redis-vl-python

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

64.9%
Merge Rate
10h
First Review
40%
1st-Timers
14
Maintainers
A TierPython 1.2k

NVIDIA/kvpress

LLM KV cache compression made easy

72.7%
Merge Rate
21h
First Review
67%
1st-Timers
12
Maintainers
A TierC++ 1.9k

mlc-ai/xgrammar

Fast, Flexible and Portable Structured Generation

51.3%
Merge Rate
9h
First Review
58%
1st-Timers
26
Maintainers
A TierTypeScript 3.0k

ax-llm/ax

The pretty much "official" DSPy framework for Typescript

70.5%
Merge Rate
-
First Review
60%
1st-Timers
2
Maintainers
A TierPython 2.4k

AI-Hypercomputer/maxtext

A simple, performant, and scalable Jax LLM!

54.0%
Merge Rate
1d
First Review
47%
1st-Timers
82
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
1
Maintainers
A 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

14.3%
Merge Rate
16h
First Review
13%
1st-Timers
15
Maintainers
A TierPython 5.9k

amazon-science/chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

38.5%
Merge Rate
20h
First Review
50%
1st-Timers
5
Maintainers
A TierPython 4.4k

open-compass/VLMEvalKit

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

35.4%
Merge Rate
2d
First Review
45%
1st-Timers
19
Maintainers
A TierGo 539

kaito-project/aikit

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

77.8%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
Best Large-language-models Open Source Repositories & C-Rank™ | GetMerged