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TranslatedThis project aims to share the technical principles of large models and practical experience (large model engineering, large model application deployment).

DeepSeek 4 Flash and PRO local inference engine for Metal, CUDA and ROCm

ncnn is a high-performance neural network inference framework optimized for the mobile platform

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

  • mnn
  • convolution
  • vulkan
  • embedded-devices

🎨 The exhaustive Pattern Matching library for TypeScript, with smart type inference.

  • pattern-matching
  • typescript
  • ts
  • pattern

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.