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transformer-models

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cmhungsteve /Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

computer-vision deep-learning transformers transformer awesome-list vit papers attention-mechanism attention-mechanisms self-attention transformer-architecture transformer-models detr vision-transformer transformer-cv transformer-with-cv transformer-awesome visual-transformer

UpdatedJul 30, 2024

OpenNMT /CTranslate2

Fast inference engine for Transformer models

deep-neural-networks deep-learning cpp neon machine-translation openmp parallel-computing cuda inference avx intrinsics avx2 neural-machine-translation opennmt quantization gemm mkl thrust transformer-models onednn

UpdatedDec 5, 2025
C++

sovrasov /flops-counter.pytorch

Flops counter for neural networks in pytorch framework

deep-neural-networks pytorch transformer deeplearning pytorch-cnn pytorch-utils flops-counter transformer-models

UpdatedAug 20, 2025
Python

VITA-Group /TransGAN

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

pytorch transformer gan transformer-encoder transformer-models

UpdatedNov 3, 2022
Python

vturrisi /solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

pytorch dino mae moco self-supervised-learning byol nvidia-dali transformer-models pytorch-lightning simclr contrastive-learning deepcluster simsiam swav barlow-twins vicreg nnclr ressl vibcreg masked-input-prediction

UpdatedDec 8, 2025
Python

uncbiag /Awesome-Foundation-Models

A curated list of foundation models for vision and language tasks

transformer-models vision-transformer multimodal-models foundation-models large-language-models

UpdatedJun 23, 2025

harleyszhang /llm_note

LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.

cuda-programming transformer-models kv-cache llm vllm llm-inference triton-kernels

UpdatedDec 10, 2025
Python

daiquocnguyen /Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

text-classification transformer graph-machine-learning graph-embeddings graph-classification self-attention graph-neural-networks graph-representation-learning transformer-models node-embeddings graph-deep-learning graph-transformer

UpdatedAug 16, 2022
Python

imperial-qore /TranAD

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

unsupervised-learning anomaly-detection adversarial-learning multi-head-attention transformer-models

UpdatedJul 25, 2024
Python

ScalaConsultants /Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

machine-learning deep-learning sentiment-analysis tensorflow transformers interpretability aspect-based-sentiment-analysis explainable-ai explainable-ml distill bert-embeddings transformer-models

UpdatedApr 29, 2025
Python

philipturner /metal-flash-attention

FlashAttention (Metal Port)

metal artificial-intelligence high-performance-computing software-engineering attention-mechanism transformer-models stable-diffusion

UpdatedSep 22, 2024
Swift

cuiziteng /Illumination-Adaptive-Transformer

🌕 [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.

image-reconstruction pytorch image-restoration image-enhancement low-level-vision transformer-architecture exposure-correction bmvc low-light-enhance transformer-models low-light-image-enhancement

UpdatedFeb 27, 2024
Python

audeering /w2v2-how-to

How to use our public wav2vec2 dimensional emotion model

deep-learning valence arousal onnx speech-emotion-recognition dominance transformer-models wav2vec2 msp-podcast

UpdatedMay 22, 2023
Jupyter Notebook

moonshine-ai /useful-transformers

Efficient Inference of Transformer models

cpp neural-networks rockchip npu transformer-models openai-whisper

UpdatedAug 7, 2024
C++

RetroCirce /HTS-Audio-Transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

python music-information-retrieval audio-classification sound-event-detection transformer-models

UpdatedSep 18, 2025
Python

TransformerSum

HHousen /TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

machine-learning text-summarization summarization albert extractive-summarization automatic-summarization bert roberta transformer-models pytorch-lightning distilbert summarization-dataset

UpdatedMay 26, 2025
Python

ThilinaRajapakse /pytorch-transformers-classification

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.

natural-language-processing text-classification huggingface pytorch-transformers transformer-models

UpdatedMay 9, 2020
Jupyter Notebook

dpressel /mint

MinT: Minimal Transformer Library and Tutorials

transformers tutorials pytorch transformer bart gpt bert opt roberta gpt2 t5 transformer-models sentence-transformers

UpdatedJul 26, 2022
Python

AnkurDeria /MFT

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.

deep-learning remote-sensing hyperspectral-image-classification multimodal-deep-learning multimodal-datasets transformer-models hsi-classification

UpdatedDec 23, 2023
Jupyter Notebook

xashru /punctuation-restoration

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

deep-learning pytorch bangla bert punctuation-marks transformer-models punctuation-restoration

UpdatedJul 29, 2024
Python

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