#Transformer
Showing 60 of 380 repositories tagged #transformer, ranked by stars
🤗 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.
A high-throughput and memory-efficient inference and serving engine for LLMs
🧑🏫 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, ... 🧠
OpenMMLab Detection Toolbox and Benchmark
SOTA Open Source TTS
SGLang is a high-performance serving framework for large language models and multimodal models.
Fully automatic censorship removal for language models
Faster Whisper transcription with CTranslate2
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
CVPR 2026 论文和开源项目合集
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
pix2tex: Using a ViT to convert images of equations into LaTeX code.
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
Nano vLLM
A framework for few-shot evaluation of language models.
A powerful HTTP client for Dart and Flutter, which supports global settings, Interceptors, FormData, aborting and canceling a request, files uploading and downloading, requests timeout, custom adapters, etc.
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
Large Language Model Text Generation Inference
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
Trax — Deep Learning with Clear Code and Speed
BertViz: Visualize Attention in Transformer Models
Code for the paper "Jukebox: A Generative Model for Music"
Chinese version of GPT2 training code, using BERT tokenizer.
🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)
Google AI 2018 BERT pytorch implementation
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
SwinIR: Image Restoration Using Swin Transformer (official repository)
A framework for efficient model inference with omni-modality models
Low-latency AI engine for mobile devices & wearables
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
An Open-Source Framework for Prompt-Learning.
不玩晦涩不搞少数派的 AI 入门圣经，从学生到工程师都能轻松掌握。涵盖神经网络到大模型、顶层设计到微观原理、工程实现到算法基础。 学完后，大家能彻底看懂为什么下一 token 预测这个看似不起眼的能力可以改变世界，也能发现原来 AI 并没有想象中那么神秘、那么高不可攀。 Let's just beat it !
Scalable and user friendly neural :brain: forecasting algorithms.
【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试秘籍。涵盖AIGC、LLM大模型、AI Agent、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
Foundation Architecture for (M)LLMs
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀
ICCV 2025 论文和开源项目合集
A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
基于深度强化学习的开源自动因子工厂。
Research papers and blogs to transition to AI Engineering
mPLUG-Owl: The Powerful Multi-modal Large Language Model Family
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Community maintained hardware plugin for vLLM on Ascend
Graphormer is a general-purpose deep learning backbone for molecular modeling.
Large-scale pretraining for dialogue
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Convert images of LaTex math equations into LaTex code.