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The Top 23 Deep Learning Transformer Open Source Projects

Open source projects categorized as Deep Learning Transformer
Categories > Machine Learning > Deep Learning
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125most recent commit 8 days agopypi transformers} Downloads
Annotated_deep_learning_paper_implementations ⭐ 41,877
🧑‍🏫 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, ... 🧠
dependent packages 2total releases 79most recent commit 3 months agopypi labml-nn} Downloads
Best Of Ml Python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 months ago
Awesome Pytorch List ⭐ 14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 3 months ago
Tensor2tensor ⭐ 13,701
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 8total releases 79most recent commit a year agopypi tensor2tensor} Downloads
Rwkv Lm ⭐ 10,705
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
most recent commit 3 months ago
Leedl Tutorial ⭐ 8,682
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech
most recent commit 3 months ago
Latex Ocr ⭐ 8,088
pix2tex: Using a ViT to convert images of equations into LaTeX code.
total releases 31most recent commit 4 months ago
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18most recent commit 4 months agopypi petals} Downloads
Faster Whisper ⭐ 8,003
Faster Whisper transcription with CTranslate2
dependent packages 22total releases 12most recent commit a month agopypi faster-whisper} Downloads
Trax ⭐ 7,818
Trax — Deep Learning with Clear Code and Speed
dependent packages 1total releases 24most recent commit 4 months agopypi trax} Downloads
Lmflow ⭐ 7,589
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
most recent commit 3 months ago
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33most recent commit 3 months agopypi espnet} Downloads
Palm Rlhf Pytorch ⭐ 7,496
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
total releases 69most recent commit 3 months ago
Speechbrain ⭐ 7,166
A PyTorch-based Speech Toolkit
most recent commit 3 months ago
Text Generation Inference ⭐ 6,743
Large Language Model Text Generation Inference
dependent packages 5total releases 13most recent commit 3 months agopypi text-generation} Downloads
Dalle Pytorch ⭐ 5,477
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
total releases 174most recent commit 2 months ago
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit 3 months ago
Bigdl ⭐ 4,728
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
dependent packages 10total releases 16most recent commit 3 months ago
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 3 months ago
Tsai ⭐ 4,294
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 3 months agopypi tsai} Downloads
Deep Daze ⭐ 4,104
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
total releases 64most recent commit 2 years ago
Learn_prompting ⭐ 4,032
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
most recent commit 3 months ago
The 10 Most Depended On Deep Learning Transformer Open Source Projects
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 8 days agopypi transformers} Downloads
Ctranslate2 ⭐ 2,437
Fast inference engine for Transformer models
dependent packages 23total releases 103latest release December 05, 2023most recent commit 3 months agopypi ctranslate2} Downloads
Faster Whisper ⭐ 8,003
Faster Whisper transcription with CTranslate2
dependent packages 22total releases 12latest release November 26, 2023most recent commit a month agopypi faster-whisper} Downloads
Zeta ⭐ 106
Build high-performance AI models with modular building blocks
dependent packages 13total releases 71latest release November 30, 2023most recent commit 3 months agopypi zetascale} Downloads
Bigdl ⭐ 4,728
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
dependent packages 10total releases 16latest release April 19, 2021most recent commit 3 months ago
X Transformers ⭐ 3,840
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 10total releases 317latest release December 02, 2023most recent commit 3 months agopypi x-transformers} Downloads
Keras Nlp ⭐ 629
Modular Natural Language Processing workflows with Keras
dependent packages 8total releases 36latest release December 08, 2023most recent commit 3 months agopypi keras-nlp} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45latest release June 03, 2023most recent commit 3 months agocargo rust-bert} Downloads
The 10 Latest Releases In Deep Learning Transformer Open Source Projects
Whisper Timestamped ⭐ 1,217
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
dependent packages 3total releases 3latest release December 08, 2023most recent commit 3 months agopypi whisper-timestamped} Downloads
Robotic Transformer Pytorch ⭐ 306
Implementation of RT1 (Robotic Transformer) in Pytorch
total releases 22latest release December 08, 2023most recent commit 4 months ago
Parti Pytorch ⭐ 487
Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch
total releases 21latest release December 08, 2023most recent commit 4 months ago
Keras Nlp ⭐ 629
Modular Natural Language Processing workflows with Keras
dependent packages 8total releases 36latest release December 08, 2023most recent commit 3 months agopypi keras-nlp} Downloads
Inseq ⭐ 254
Interpretability for sequence generation models 🐛 🔍
total releases 6latest release December 07, 2023most recent commit 3 months ago
Ctranslate2 ⭐ 2,437
Fast inference engine for Transformer models
dependent packages 23total releases 103latest release December 05, 2023most recent commit 3 months agopypi ctranslate2} Downloads
Deep_training ⭐ 133
deep learning
dependent packages 1total releases 178latest release December 05, 2023most recent commit 4 months agopypi deep-training} Downloads
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