Projects in Awesome Lists tagged with transformer-models

https://github.com/opennmt/ctranslate2

Fast inference engine for Transformer models

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

Last synced: 30 Sep 2024

https://github.com/OpenNMT/CTranslate2

Fast inference engine for Transformer models

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

Last synced: 01 Aug 2024

https://github.com/sovrasov/flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

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

Last synced: 30 Sep 2024

https://github.com/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

gan pytorch transformer transformer-encoder transformer-models

Last synced: 30 Sep 2024

https://github.com/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

gan pytorch transformer transformer-encoder transformer-models

Last synced: 03 Aug 2024

https://github.com/vturrisi/solo-learn

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

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

Last synced: 30 Sep 2024

https://github.com/kyegomez/swarms

Build, Deploy, and Scale Reliable Swarms of Autonomous Agents for Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD

agents ai artificial-intelligence attention-mechanism chatgpt gpt4 gpt4all huggingface langchain langchain-python machine-learning multi-modal-imaging multi-modality multimodal prompt-engineering prompt-toolkit prompting swarms transformer-models tree-of-thoughts

Last synced: 01 Oct 2024

https://github.com/daiquocnguyen/Graph-Transformer

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

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

Last synced: 31 Jul 2024

https://github.com/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.

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

Last synced: 01 Aug 2024

https://github.com/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.

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

Last synced: 02 Aug 2024

https://github.com/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 python sound-event-detection transformer-models

Last synced: 05 Aug 2024

https://github.com/dpressel/mint

MinT: Minimal Transformer Library and Tutorials

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

Last synced: 31 Jul 2024

https://github.com/RetroCirce/Zero_Shot_Audio_Source_Separation

The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

audio-source-separation music-information-retrieval python query-based-learning transformer-models zero-shot-learning

Last synced: 05 Aug 2024

https://github.com/csinva/imodelsx

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

ai deep-learning explainability huggingface interpretability language-model machine-learning ml natural-language-processing natural-language-understanding neural-network pytorch scikit-learn text text-classification transformer-models xai

Last synced: 26 Sep 2024

https://github.com/csinva/imodelsX

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

ai deep-learning explainability huggingface interpretability language-model machine-learning ml natural-language-processing natural-language-understanding neural-network pytorch scikit-learn text text-classification transformer-models xai

Last synced: 02 Aug 2024

https://github.com/abhaskumarsinha/keras-implementation-of-transformer-architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

bert bert-model keras machine-translation natural-language-generation natural-language-processing natural-language-understanding nlp nlp-machine-learning nlp-parsing nmt nmt-model tensorflow tensorflow-tutorials tensorflow2 transformer transformer-architecture transformer-models translation

Last synced: 26 Sep 2024

https://github.com/datalifenyc/awesome-data-explorers-landscape

Curated tech landscapes, maps, and platforms for data explorers.

ai awesome awesome-list cloud-native continuous-delivery continuous-integration data data-engineering database ecosystem generative-ai graph-technology iot ml no-code-development tech-landscapes tech-stacks transformer-models

Last synced: 26 Sep 2024