#Inference-engine

Showing 39 of 39 repositories tagged #inference-engine, ranked by stars

FedML-AI
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.

Score
94
★ 4.1k ⑂ 765 +2/day
Python
zjhellofss
zjhellofss
KuiperInfer

校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

Score
69
★ 3.5k ⑂ 370 +4/day
C++
hyperjumptech
hyperjumptech
grule-rule-engine

Rule engine implementation in Golang

Score
0
★ 2.5k ⑂ 373 +2/day
Go
dphnAI
dphnAI
sonar

Large-scale LLM inference engine

Score
100
★ 1.8k ⑂ 202 +1/day
C++
Tencent
Tencent
FeatherCNN

FeatherCNN is a high performance inference engine for convolutional neural networks.

Score
0
★ 1.2k ⑂ 275
C++
qualcomm
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.

Score
88
★ 1.2k ⑂ 207 +1/day
Python
ovg-project
ovg-project
kvcached

Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond

Score
100
★ 1.1k ⑂ 122 +1/day
Python
nobodywho-ooo
nobodywho-ooo
nobodywho

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

Score
100
★ 1.0k ⑂ 70
Rust
zhihu
zhihu
ZhiLight

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

Score
75
★ 905 ⑂ 102
C++
jjang-ai
jjang-ai
mlxstudio

MLX Studio - Home of JANG_Q - Image Gen/Edit + Chat/Code All in one - + OpenClaw (Anthropic API)

Score
88
★ 858 ⑂ 58 +11/day
insight-platform
insight-platform
Savant

Python Computer Vision & Video Analytics Framework With Batteries Included

Score
81
★ 834 ⑂ 81 +1/day
Python
Adlik
Adlik
Adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

Score
50
★ 807 ⑂ 82 +1/day
C++
andrewkchan
andrewkchan
yalm

Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O

Score
38
★ 591 ⑂ 64
C++
Tencent
Tencent
Forward

A library for high performance deep learning inference on NVIDIA GPUs.

Score
44
★ 556 ⑂ 62
C++
zjhellofss
zjhellofss
KuiperLLama

校招、秋招、春招、实习好项目,带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。

Score
62
★ 549 ⑂ 143 +2/day
C++
HoloClean
HoloClean
holoclean

A Machine Learning System for Data Enrichment.

Score
100
★ 539 ⑂ 131
Python
openinfer-project
openinfer-project
openinfer

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

Score
100
★ 526 ⑂ 75 +5/day
Rust
zengxiao-he
zengxiao-he
tessera

From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.

Score
67
★ 512 ⑂ 5 +24/day
Python
buguroo
buguroo
pyknow

PyKnow: Expert Systems for Python

Score
0
★ 495 ⑂ 152
Python
SearchSavior
SearchSavior
OpenArc

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

Score
100
★ 479 ⑂ 40 +2/day
Python
qualcomm
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.

Score
75
★ 432 ⑂ 110 +3/day
Python
gottingen
gottingen
kumo-search

docs for search system and ai infra

Score
31
★ 221 ⑂ 22
ROCm
ROCm
MIVisionX

AMD MIVisionX is a computer vision toolkit built around a highly optimized, conformant open-source implementation of the Khronos OpenVX™ 1.3 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.

Score
62
★ 214 ⑂ 89 +1/day
C++
zhongkaifu
zhongkaifu
TensorSharp

A C# inference engine for running large language models (LLMs) locally using GGUF model files. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

Score
50
★ 186 ⑂ 15 +13/day
C#
Zyora-Dev
Zyora-Dev
zse

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

Score
50
★ 153 ⑂ 3
Python
haobosang
haobosang
TinyTensor

TinyTensor is a tool for running already trained NN (Neural Network) models to be able to use them for inference of various tasks such as image classification, semantic segmentation, etc.

Score
25
★ 142 ⑂ 11
C++
Torsion-Audio
Torsion-Audio
nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

Score
12
★ 134 ⑂ 6
C++
nrl-ai
nrl-ai
daisykit

DaisyKit is an easy AI toolkit with face mask detection, pose detection, background matting, barcode detection, face recognition and more. - with NCNN, OpenCV, Python wrappers

Score
19
★ 110 ⑂ 21
C++
XUANTIE-RV
XUANTIE-RV
csi-nn2

An optimized neural network operator library for chips base on Xuantie CPU.

Score
56
★ 102 ⑂ 45
C
HoloClean
HoloClean
HoloClean-Legacy-deprecated

A Machine Learning System for Data Enrichment.

Score
50
★ 76 ⑂ 23
Python
BMW-InnovationLab
BMW-InnovationLab
BMW-IntelOpenVINO-Detection-Inference-API

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

Score
6
★ 74 ⑂ 3
Python
avilum
avilum
minrlm

A small Recursive Language Model: let any LLM run code on its context instead of stuffing it into the prompt.

Score
25
★ 72 ⑂ 5 +1/day
Python
prisma-ai
prisma-ai
MPSX

GPU tensor framework with support for running ONNX models

Score
0
★ 60 ⑂ 8
Swift
kavishka-dot
kavishka-dot
libminerva

MINERVA - Minimal Inference Engine for Robust, Verifiable, and Authenticated ML. Encrypted, integrity-verified neural network inference for MCUs down to ATmega328P.

Score
38
★ 60 ⑂ 7 +1/day
C
friendliai
friendliai
friendli-client

[⛔️ DEPRECATED] Friendli: the fastest serving engine for generative AI

Score
12
★ 50 ⑂ 7
Python
curtisgray
curtisgray
wingman

Wingman is the fastest and easiest way to run Llama models on your PC or Mac.

Score
0
★ 47 ⑂ 2
TypeScript
LibraX-ai
LibraX-ai
IDVerification

"Very simple but works well" Computer Vision based ID verification solution provided by LibraX.

Score
0
★ 45 ⑂ 10
Python
Geekgineer
Geekgineer
needle-rs

258 KB WASM runtime for Needle a 26M-parameter tool-calling transformer. Runs in browser, Cloudflare Workers, and Node.js. No backend required.

Score
33
★ 42 ⑂ 4 +1/day
Rust
getsigit
getsigit
sigit

A local-Llm-first coding agent.

Score
0
★ 17 ⑂ 1
Rust
Related Topics
#machine-learning#inference#llm#deep-learning#pytorch#neural-network#cuda#llm-inference#ai#onnx#computer-vision#tensorflow-lite

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