pytorch GitHub repositories

vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

★ 95.7K+86 todayPython

llm openai

rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

ultralytics/ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

★ 168.3K+43 todayPython

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

★ 9.7K+31 todayPython

TrenTorch/TrenTorch

Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning

★ 734+15 todayPython

stas00/ml-engineering

Machine Learning Engineering Open Book

★ 19.6K+14 todayPython

llm ai

walkinglabs/hands-on-modern-rl

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

★ 4.8K+14 todayJupyter Notebook

llm agent

vllm-project/semantic-router

An open, programmable decision layer for models and compute.

★ 6.3K+12 todayGo

llm pytorch

LMCache/LMCache

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

★ 12.2K+10 todayPython

llm pytorch

roboflow/supervision

We write your reusable computer vision tools. 💜

★ 51.4K+9 todayPython

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

★ 33.6K+8 todayJavaScript

IAHispano/Applio

A simple, high-quality voice conversion tool focused on ease of use and performance.

★ 3.9K+7 todayPython

ai pytorch

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

★ 22.2K+6 todayC++

tracel-ai/burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

★ 16.2K+6 todayRust

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

★ 4.0K+6 todayPython

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

★ 67.6K+6 todayPython

DataTalksClub/machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

★ 14.9K+5 todayJupyter Notebook

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

★ 21.5K+5 todayJupyter Notebook

open-compass/VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

★ 4.5K+5 todayPython

llm claude

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.

NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

★ 3.6K+4 todayPython

isl-org/Open3D

Open3D: A Modern Library for 3D Data Processing

flwrlabs/flower

Flower: A Friendly Federated AI Framework

★ 7.2K+3 todayPython

DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

★ 13.9K+2 todayPython

machine-learning openai

kserve/kserve

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

kubeflow/kubeflow

The Cloud Native AI Platform

★ 15.9K+2 todayUnknown

sgl-project/SpecForge

Train speculative decoding models effortlessly and port them smoothly to SGLang serving.

★ 1.2K+2 todayPython

llm pytorch

datawhalechina/base-llm

从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

★ 1.1K+2 todayJupyter Notebook

llm python

onnx/onnx

Open standard for machine learning interoperability

★ 21.6K+2 todayPython

iree-org/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

★ 4.0K+2 todayC++

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

★ 9.6K+2 todayPython

kubeflow/trainer

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

★ 2.3K+2 todayGo

llm ai

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

★ 9.4K+2 todayPython

llm agentic-ai

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.

★ 1.2K+2 todayPython