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The Top 23 Transformer Models Open Source Projects

Open source projects categorized as Transformer Models
Categories > Transformer Models
Awesome Transformer Attention ⭐ 3,895
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
most recent commit 3 months ago
Ctranslate2 ⭐ 2,437
Fast inference engine for Transformer models
dependent packages 23total releases 103most recent commit 3 months agopypi ctranslate2} Downloads
Transgan ⭐ 1,457
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
most recent commit a year ago
Solo Learn ⭐ 1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
total releases 1most recent commit 3 months ago
Tranad ⭐ 450
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
most recent commit 6 months ago
Aspect Based Sentiment Analysis ⭐ 413
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
total releases 8most recent commit a year ago
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Swarms ⭐ 376
Build, Deploy, and Scale Reliable Swarms of Autonomous Agents for Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD
dependent packages 9total releases 208most recent commit 3 months agopypi swarms} Downloads
Awesome Foundation Models ⭐ 366
A curated list of foundation models for vision and language tasks
most recent commit 3 months ago
Transformersum ⭐ 362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
most recent commit a year ago
Illumination Adaptive Transformer ⭐ 359
[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
most recent commit 4 months ago
Metal Flash Attention ⭐ 252
Faster alternative to Metal Performance Shaders
most recent commit 3 months ago
Useful Transformers ⭐ 233
Efficient Inference of Transformer models
most recent commit 3 months ago
W2v2 How To ⭐ 233
How to use our public wav2vec2 dimensional emotion model
most recent commit a year ago
Mint ⭐ 192
MinT: Minimal Transformer Library and Tutorials
most recent commit 2 years ago
Pytorch Transformers Classification ⭐ 181
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
most recent commit 4 years ago
Mft ⭐ 123
Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.
most recent commit 4 months ago
Grit ⭐ 119
GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)
most recent commit a year ago
Punctuation Restoration ⭐ 80
Punctuation Restoration using Transformer Models for High-and Low-Resource Languages
most recent commit 2 years ago
Hts Audio Transformer ⭐ 78
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
most recent commit 2 years ago
Zero_shot_audio_source_separation ⭐ 77
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
most recent commit 2 years ago
Signnet Basisnet ⭐ 71
SignNet and BasisNet
most recent commit 9 months ago
Shadowformer ⭐ 66
ShadowFormer (AAAI2023), Pytorch implementation
most recent commit 8 months ago
The 3 Most Depended On Transformer Models Open Source Projects
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
Swarms ⭐ 376
Build, Deploy, and Scale Reliable Swarms of Autonomous Agents for Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD
dependent packages 9total releases 208latest release December 11, 2023most recent commit 3 months agopypi swarms} Downloads
Tfkit ⭐ 54
🤖📇 handling multiple nlp task in one pipeline
dependent packages 1total releases 389latest release December 13, 2022most recent commit a year agopypi tfkit} Downloads
The 8 Latest Releases In Transformer Models Open Source Projects
Swarms ⭐ 376
Build, Deploy, and Scale Reliable Swarms of Autonomous Agents for Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD
dependent packages 9total releases 208latest release December 11, 2023most recent commit 3 months agopypi swarms} 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
Tfkit ⭐ 54
🤖📇 handling multiple nlp task in one pipeline
dependent packages 1total releases 389latest release December 13, 2022most recent commit a year agopypi tfkit} Downloads
Pyqna ⭐ 7
A simple python package for question answering.
total releases 3latest release November 30, 2021most recent commit a year ago
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