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The Top 23 Deep Learning Pytorch Transformer Open Source Projects

Open source projects categorized as Deep Learning Pytorch 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 15 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
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
Latex Ocr ⭐ 8,088
pix2tex: Using a ViT to convert images of equations into LaTeX code.
total releases 31most recent commit 5 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
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
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
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
Tsai ⭐ 4,659
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 24 days agopypi tsai} Downloads
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 4 months ago
Openprompt ⭐ 4,006
An Open-Source Framework for Prompt-Learning.
dependent packages 2total releases 5most recent commit 3 months agopypi openprompt} Downloads
Autogptq ⭐ 3,637
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
most recent commit 25 days ago
Nlp Architect ⭐ 2,928
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit a year ago
Chinese Clip ⭐ 2,816
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
dependent packages 1total releases 9most recent commit 5 months agopypi cn-clip} Downloads
Neuralforecast ⭐ 2,121
Scalable and user friendly neural 🧠 forecasting algorithms.
dependent packages 5total releases 20most recent commit 3 months agopypi neuralforecast} Downloads
Computer Vision In Action ⭐ 1,979
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-actio 👇项目主页
most recent commit a year ago
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 4 months ago
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Yoloair ⭐ 1,714
🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀
most recent commit a year ago
The 10 Most Depended On Deep Learning Pytorch 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 15 days agopypi transformers} 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
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
Text Generation Inference ⭐ 6,743
Large Language Model Text Generation Inference
dependent packages 5total releases 13latest release September 28, 2023most recent commit 3 months agopypi text-generation} Downloads
Neuralforecast ⭐ 2,121
Scalable and user friendly neural :brain: forecasting algorithms.
dependent packages 5total releases 20latest release October 05, 2023most recent commit 3 months agopypi neuralforecast} Downloads
Performer Pytorch ⭐ 777
An implementation of Performer, a linear attention-based transformer, in Pytorch
dependent packages 5total releases 77latest release February 02, 2022most recent commit 2 years agopypi performer-pytorch} Downloads
Product Key Memory ⭐ 50
Standalone Product Key Memory module in Pytorch - for augmenting Transformer models
dependent packages 4total releases 33latest release August 29, 2023most recent commit 8 months agopypi product-key-memory} Downloads
Vectorai ⭐ 299
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
dependent packages 4total releases 9latest release June 04, 2021most recent commit 6 months agopypi vectorai} Downloads
The 10 Latest Releases In Deep Learning Pytorch 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
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
Flash Attention Softmax N ⭐ 41
CUDA and Triton implementations of Flash Attention with SoftmaxN.
total releases 11latest release November 21, 2023most recent commit 5 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 18latest release November 20, 2023most recent commit 4 months agopypi petals} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
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 15 days agopypi transformers} Downloads
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32latest release November 10, 2023most recent commit 3 months ago
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
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