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🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Multilingual Sentence & Image Embeddings with BERT
Fast and memory-efficient exact attention
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
手写实现李航《统计学习方法》书中全部算法
💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）
An open source implementation of CLIP.
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
ModelScope: bring the notion of Model-as-a-Service to life.
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation