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#vllm (30 Repositories)

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

Topic Avg Merge Rate

64.2%

Avg Review Latency

26.0h

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30 repositories tagged #vllm

S TierGo 355 9 GFIs

matrixhub-ai/matrixhub

An Open-source, self-hosted AI model hub with Hugging Face compatibility, accelerating vLLM/SGLang performance.

82.2%
Merge Rate
2d
First Review
83%
1st-Timers
16
Maintainers
S TierPython 1.3k 21 GFIs

verl-project/verl-omni

Multimodal RL training framework for diffusion & omni models

68.7%
Merge Rate
-
First Review
62%
1st-Timers
48
Maintainers
S TierRust 8.3k 9 GFIs

ai-dynamo/dynamo

A Datacenter Scale Distributed Inference Serving Framework

57.4%
Merge Rate
-
First Review
52%
1st-Timers
247
Maintainers
S TierRust 551 9 GFIs

llmmanorg/llmman

Run any agent on any model, models stored as OCI images

58.3%
Merge Rate
-
First Review
63%
1st-Timers
17
Maintainers
A TierPython 3.0k 75 GFIs

vllm-project/vllm-ascend

Community maintained hardware plugin for vLLM on Huawei Ascend

46.5%
Merge Rate
-
First Review
44%
1st-Timers
407
Maintainers
A TierGo 6.0k 2 GFIs

vllm-project/semantic-router

A programmable Mixture-of-Models router for heterogeneous LLM inference

61.8%
Merge Rate
16h
First Review
53%
1st-Timers
131
Maintainers
A TierPython 420

FujitsuResearch/OneCompression

Python package for LLM compression

89.5%
Merge Rate
18h
First Review
67%
1st-Timers
3
Maintainers
A TierPython 1.0k 4 GFIs

Tencent-Hunyuan/UniRL

UniRL is a Framework for Unified Multimodal Model Reinforcement Learning

63.9%
Merge Rate
-
First Review
75%
1st-Timers
24
Maintainers
A TierPython 12.0k 13 GFIs

LMCache/LMCache

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

49.0%
Merge Rate
-
First Review
39%
1st-Timers
165
Maintainers
A TierGo 131 5 GFIs

pmady/keda-gpu-scaler

KEDA External gRPC Scaler for GPU workloads - native NVML metrics via DaemonSet, no Prometheus required

87.0%
Merge Rate
16h
First Review
83%
1st-Timers
2
Maintainers
A TierPython 1.8k

SemiAnalysisAI/InferenceX

Open Source AI Accelerator Research Platform Standard / 开源推理研究平台

54.9%
Merge Rate
-
First Review
53%
1st-Timers
46
Maintainers
A TierRust 572

smg-project/smg

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

65.7%
Merge Rate
-
First Review
59%
1st-Timers
25
Maintainers
A TierPython 1.9k

vllm-project/vllm-metal

Community maintained hardware plugin for vLLM on Apple Silicon

65.6%
Merge Rate
-
First Review
43%
1st-Timers
40
Maintainers
A TierC++ 6.8k 2 GFIs

kvcache-ai/Mooncake

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

65.0%
Merge Rate
17h
First Review
57%
1st-Timers
115
Maintainers
A TierPython 1.6k 2 GFIs

intel/auto-round

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

68.4%
Merge Rate
-
First Review
62%
1st-Timers
23
Maintainers
A TierC++ 446

mudler/vllm.cpp

a community oriented 1:1, vLLM-alike (Continuous batching, paged KV) engine in C++ with additional features (GGUF, RadixAttention, Cache-aware scheduling, ...)

56.8%
Merge Rate
15h
First Review
67%
1st-Timers
18
Maintainers
A TierPython 1.5k 2 GFIs

ovg-project/kvcached

Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond

36.0%
Merge Rate
<1h
First Review
17%
1st-Timers
20
Maintainers
A TierTypeScript 316

pensarai/apex

AI-powered offensive security testing using autonomous agents, directly in your terminal.

67.9%
Merge Rate
2d
First Review
57%
1st-Timers
6
Maintainers
A TierTypeScript 1.8k

sybil-solutions/local-studio

Control panel for VLLM, Sglang, llama.cpp, exllamav3

52.4%
Merge Rate
-
First Review
13%
1st-Timers
10
Maintainers
A TierPython 291

skye-harris/hass_local_openai_llm

Home Assistant LLM integration for local OpenAI-compatible services (llamacpp, vllm, etc)

76.9%
Merge Rate
24h
First Review
100%
1st-Timers
7
Maintainers
A TierGo 5.8k

mostlygeek/llama-swap

Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc

62.8%
Merge Rate
22h
First Review
52%
1st-Timers
61
Maintainers
A TierPython 1.3k

ModelCloud/GPTQModel

LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

85.4%
Merge Rate
11d
First Review
57%
1st-Timers
3
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 TierRust 421

lightseekorg/smg

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

75.5%
Merge Rate
6d
First Review
55%
1st-Timers
10
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 3.0k 2 GFIs

containers/ramalama

RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.

44.4%
Merge Rate
<1h
First Review
33%
1st-Timers
18
Maintainers
A TierRust 207 5 GFIs

novitalabs/pegaflow

High-performance KV cache storage for LLM inference — GPU offloading, SSD caching, and cross-node sharing via RDMA. Works with vLLM and SGLang.

62.5%
Merge Rate
1d
First Review
0%
1st-Timers
4
Maintainers
B TierPython 539

spark-arena/sparkrun

sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD

75.0%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierPython 1.6k 1 GFIs

waybarrios/vllm-mlx

High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

61.7%
Merge Rate
4d
First Review
55%
1st-Timers
22
Maintainers
A TierPython 4.8k

skyzh/tiny-llm

learn LLM inference system on Apple Silicon for systems engineers: build a tiny vLLM + Qwen

65.1%
Merge Rate
12h
First Review
33%
1st-Timers
4
Maintainers