Repository navigation

transformer-models

Website
Wikipedia

cmhungsteve / Awesome-Transformer-Attention

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

transformer attention-mechanism vision-transformer 深度学习 Awesome Lists transformer-cv transformer-architecture transformer-awesome transformer-with-cv transformer-models visual-transformer 机器视觉 papers attention-mechanisms self-attention vit detr transformers

4836

492

9 个月前

kyegomez / swarms

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

人工智能 attention-mechanism gpt4 langchain 机器学习 multi-modal-imaging multi-modality multimodal swarms transformer-models agents prompt-engineering prompt-toolkit prompting tree-of-thoughts ChatGPT gpt4all huggingface langchain-python

Python

4806

550

12 小时前

OpenNMT / CTranslate2

Fast inference engine for Transformer models

neural-machine-translation C++mkl quantization CUDA thrust opennmt 深度神经网络 openmp onednn intrinsics avx2 avx parallel-computing gemm neon transformer-models machine-translation 深度学习 inference

C++

3751

350

12 天前

sovrasov / flops-counter.pytorch

Flops counter for neural networks in pytorch framework

PyTorch pytorch-cnn 深度神经网络深度学习 transformer transformer-models

Python

2886

309

3 个月前

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

transformer transformer-encoder transformer-models Generative Adversarial Network PyTorch

Python

1671

204

2 年前

vturrisi / solo-learn

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

simclr contrastive-learning PyTorch pytorch-lightning self-supervised-learning swav moco simsiam dino deepcluster transformer-models

Python

1475

190

13 天前

uncbiag / Awesome-Foundation-Models

A curated list of foundation models for vision and language tasks

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

978

4 天前

harleyszhang / llm_note

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

大语言模型 llm-inference vllm cuda-programming kv-cache transformer-models

Python

721

20 小时前

daiquocnguyen / Graph-Transformer

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

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

Python

666

3 年前

imperial-qore / TranAD

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

anomaly-detection transformer-models unsupervised-learning adversarial-learning

Python

572

172

9 个月前

ScalaConsultants / Aspect-Based-Sentiment-Analysis

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

Tensorflow sentiment-analysis 机器学习 interpretability distill transformers transformer-models 深度学习 explainable-ml explainable-ai

Python

568

2 年前

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.

transformer-architecture transformer-models low-level-vision image-enhancement image-reconstruction image-restoration PyTorch

Python

515

1 年前

audeering / w2v2-how-to

How to use our public wav2vec2 dimensional emotion model

深度学习 transformer-models onnx

Jupyter Notebook

494

2 年前

philipturner / metal-flash-attention

FlashAttention (Metal Port)

人工智能 attention-mechanism high-performance-computing metal stable-diffusion transformer-models 软件工程

Swift

479

7 个月前

usefulsensors / useful-transformers

Efficient Inference of Transformer models

C++neural-networks npu openai-whisper rockchip transformer-models

C++

432

8 个月前

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.

机器学习 extractive-summarization bert roberta albert summarization transformer-models pytorch-lightning

Python

430

2 年前

RetroCirce / HTS-Audio-Transformer

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

audio-classification music-information-retrieval transformer-models Python

Python

404

8 个月前

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.

pytorch-transformers text-classification 自然语言处理 transformer-models huggingface

Jupyter Notebook

308

5 年前