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imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kornia

Open Source Differentiable Computer Vision Library

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

libsvm

lightning

The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch) and ML systems for the ML lifecycle with an obsessive focus on flexibility and performance.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llm-cookbook

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

open_clip

An open source implementation of CLIP.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pi-gan-pytorch

Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

segment-anything

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

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

self-llm

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

siren-pytorch

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

spade

Semantic Image Synthesis with SPADE

stable-diffusion

A latent text-to-image diffusion model

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models