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justxor / deepseek-local-guide-ru

🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, агенты, fine-tuning, лучшие фишки

▲ 125/7d ★ 125 Shell 3d ago
ray-project / ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

★ 44k Python today
liguodongiot / llm-action

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

★ 25k HTML 6d ago
Lightning-AI / litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

★ 14k Python 7d ago
bentoml / OpenLLM

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

★ 13k Python today
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.

★ 9.1k C 18d ago
bentoml / BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

★ 8.9k Python today
InternLM / lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

★ 8.1k Python today
katanemo / plano

Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.

★ 7.1k Rust 13d ago
bojieli / ai-infra-book

《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

★ 6.8k Python 19d ago
kserve / kserve

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

★ 6.1k Go today
cactus-compute / cactus

Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots.

★ 6.1k C++ 24d ago
Michael-A-Kuykendall / shimmy

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

★ 6.0k Rust 1d ago
lemonade-sdk / lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

★ 5.9k C++ today
gpustack / gpustack

A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances.

★ 5.9k Python today
xlite-dev / Awesome-LLM-Inference

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

★ 5.5k Python today
ruvnet / RuVector

RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.

★ 4.6k Rust today
raullenchai / Rapid-MLX

Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm) on the same weights.

★ 4.0k Python today
b4rtaz / distributed-llama

Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.

★ 3.1k C++ 6d ago
spiceai / spiceai

Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents.

★ 3.1k Rust today
youssofal / MTPLX

The fastest way to run Qwen 3.8 Flash Next, Qwen 3.8 27B and Ternary Bonsai 2 27B on a Mac: 125 tok/s in OpenCode on an M5 Max, and a 27B model on 16 GB Macs. Native MTP speculative decoding on Apple Silicon, exact at any temperature. OpenAI and Anthropic compatible local server.

★ 2.6k Python 10d ago
Nano-Collective / nanocoder

An open coding agent for your terminal, built by a community collective rather than a company. Bring your own model, keep your code on your machine, and owe nothing to anyone.

★ 2.5k TypeScript today
neuron-core / neuron-ai

The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that interact with your data and UI.

★ 2.1k PHP today
syv-ai / HyperQwen

Serve large Qwen models fast on the GPUs you actually own. Qwen3.8-27B on a single 24 GB card with vLLM: 127 tok/s single-user (381 when the answer quotes the prompt), ~1,035 tok/s at 64 concurrent, 150k-262k context. vLLM patches, requant pipeline, benchmarks.

★ 2.1k Python today
beam-cloud / beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

★ 1.8k Go today
AtomicBot-ai / Atomic-Chat

Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer. Join our Discord: https://discord.com/invite/8wGSsvmg4V

★ 1.8k TypeScript today
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.

★ 1.6k C++ today
incoai / splash

A local inference engine for Apple silicon, built around the model.

★ 1.6k C++ 6d ago
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.

★ 1.5k Python today
jax-ml / scaling-book

Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs

★ 1.5k SCSS 1d ago
felladrin / awesome-ai-web-search

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

★ 1.5k HTML 1d ago
mw00 / project-maya

Project Maya - run GLM-5.3-Flash (321B MoE) and DeepSeek-V4.1-Flash-1017 (748B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.

★ 1.2k C++ today
jmaczan / tiny-vllm

Build your own high performance LLM inference engine in C++ and CUDA - a smaller version of vLLM

★ 1.2k C++ 26d ago
StayLameBro / backburner

Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable

★ 1.1k Python 7d ago
patchy631 / time-to-first-token

A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization. vLLM, SGLang, quantization, speculative decoding, benchmarking.

★ 997 HTML 2mo ago
tingaicompass / AI-Compass

“AI-Compass”将为社区指引在 AI 技术海洋中航行的方向,无论你是初学者还是进阶开发者,都能在这里找到通往 AI 各大方向的路径。旨在帮助开发者系统性地了解 AI 的核心概念、主流技术、前沿趋势,并通过实践掌握从理论到落地的全过程。

★ 985 Python 2d ago
feder-cr / jev

jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.

★ 955 C++ 2d ago
foldl / chatllm.cpp

Pure C++ implementation of several models for real-time chatting on your computer (CPU & GPU)

★ 934 C++ today
kubernetes-sigs / lws

LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving

★ 890 Go today

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