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#inference-engine (30 Repositories)

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

Topic Avg Merge Rate

37.3%

Avg Review Latency

29.2h

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30 repositories tagged #inference-engine

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 183

modelplaneai/modelplane

The open source control plane for AI inference

66.7%
Merge Rate
3h
First Review
60%
1st-Timers
9
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 TierRust 619

openinfer-project/openinfer

Pure Rust + CUDA LLM inference engine — no PyTorch, OpenAI-compatible, serves Qwen3 to Kimi-K2

86.6%
Merge Rate
3d
First Review
65%
1st-Timers
15
Maintainers
B TierPython 848

insight-platform/Savant

Python Computer Vision & Video Analytics Framework With Batteries Included

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
4
Maintainers
A TierC++ 218

ROCm/MIVisionX

AMD MIVisionX is a computer vision toolkit built around a highly optimized, conformant open-source implementation of the Khronos OpenVX™ 1.3.2 specification. As of the 4.0.0 release, MIVisionX ships three components: the AMD OpenVX™ engine, the AMD RPP OpenVX extension, and the RunVX graph executor — across CPU, HIP, and OpenCL backends.

92.3%
Merge Rate
21h
First Review
50%
1st-Timers
5
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 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 TierRust 1.6k

nobodywho-ooo/nobodywho

NobodyWho is an inference engine that lets you run LLMs locally and efficiently on any device.

73.8%
Merge Rate
-
First Review
54%
1st-Timers
9
Maintainers
A TierRust 134

truespar/paddock

Native Rust inference server for open models on NVIDIA and Apple Silicon. OpenAI- and Anthropic-compatible APIs, GGUF + safetensors + MLX, FP8/NVFP4/MXFP4/Q8/Q4, built-in Studio

94.7%
Merge Rate
2d
First Review
100%
1st-Timers
2
Maintainers
A TierPython 584

pylint-dev/astroid

A common base representation of python source code for pylint and other projects

31.5%
Merge Rate
-
First Review
15%
1st-Timers
19
Maintainers
A TierRust 212

giannisanni/pulsar

SSD-streaming inference engine for giant MoE models (Rust + CUDA). GLM 5.2 743B at 2 tok/s and Hy3 295B at 7 tok/s on two consumer 16GB GPUs. Zero-config multi-GPU: measures PCIe bandwidth, places attention and hot experts where they fit.

83.3%
Merge Rate
10h
First Review
50%
1st-Timers
3
Maintainers
A TierRust 719 16 GFIs

pegainfer-project/pegainfer

Pure Rust + CUDA LLM inference engine — no PyTorch, OpenAI-compatible, serves Qwen3 to Kimi-K2

13.0%
Merge Rate
-
First Review
0%
1st-Timers
9
Maintainers
A TierC++ 1.9k

dphnAI/sonar

Large-scale LLM inference engine

61.1%
Merge Rate
1d
First Review
50%
1st-Timers
6
Maintainers
B TierPython 234

Zyora-Dev/zse

The inference engine the open-source world built for itself.

100.0%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 502

SearchSavior/OpenArc

Inference engine for Intel devices. Serve LLMs, VLMs, Whisper, Kokoro-TTS, Embedding and Rerank models over OpenAI endpoints.

33.3%
Merge Rate
10d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 1.2k

qualcomm/ai-hub-models

Qualcomm® AI Hub Models is our collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
4
Maintainers
D TierJava 449

qualcomm/ai-hub-apps

The Qualcomm® AI Hub apps are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
2
Maintainers
D TierShell 953

peonist-ai/halogen-flash-server

The fastest way to run Qwen3.8-Flash-Next on Strix Halo (gfx1151)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
5
Maintainers
D TierC++ 512

brontoguana/krasis

Krasis is a Hybrid LLM runtime which focuses on efficient running of larger models on consumer grade VRAM limited hardware

0.0%
Merge Rate
4d
First Review
0%
1st-Timers
1
Maintainers
D TierRust 189

ferrumox/fox

A local LLM server built for concurrent work. Drop-in replacement for Ollama and/or OpenAI and Ollama APIs on one port. Requests that share a prompt reuse each other's KV cache instead of each prefilling it. Rust, wrapping llama.cpp.

0.0%
Merge Rate
2d
First Review
0%
1st-Timers
1
Maintainers
D TierC 9.0k

FareedKhan-dev/kimi-k3-in-c

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 493

buguroo/pyknow

PyKnow: Expert Systems for Python

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 341

kigner/audio.cpp-webui

audio.cpp with a full-task WebUI - pure C++ audio-model inference engine powered by ggml. TTS, ASR/STT, VAD, voice conversion, speaker diarization, music generation. No Python dependency.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRuby 489

ulfurinn/wongi-engine

A rule engine written in Ruby.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 2.0k

siliconflow/onediff

OneDiff: An out-of-the-box acceleration library for diffusion models.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 4.1k

FedML-AI/FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.4k

datawhalechina/zero-to-sglang

Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 908

zhihu/ZhiLight

A highly optimized LLM inference acceleration engine for Llama and its variants.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 805

Adlik/Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

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