pytorch-transformers

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huggingface /transformers

Star151k

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek

UpdatedOct 7, 2025
Python

jrzaurin /pytorch-widedeep

Star1.4k

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

python deep-learning text images tabular-data pytorch pytorch-cv multimodal-deep-learning pytorch-nlp pytorch-transformers model-hub pytorch-tabular-data

UpdatedSep 27, 2025
Python

ashishpatel26 /Treasure-of-Transformers

Star1.1k

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

python nlp natural-language-processing awesome tensorflow pytorch transformer speech-recognition seq2seq pretrained-models language-models natural-language-generation nlp-library language-model bert natural-language-understanding jax pytorch-transformers model-hub

UpdatedAug 1, 2025
Jupyter Notebook

gordicaleksa /pytorch-original-transformer

Star1.1k

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

python deep-learning jupyter transformers pytorch transformer attention deeplearning attention-mechanism attention-is-all-you-need pytorch-transformers pytorch-transformer transformer-tutorial original-transformer

UpdatedDec 27, 2020
Jupyter Notebook

joeynmt /joeynmt

Star702

Minimalist NMT for educational purposes

education machine-translation transformer seq2seq neural-machine-translation nmt rnn-pytorch seq2seq-pytorch nmt-tutorial transformer-architecture pytorch-transformers nmt-frameworks joey-nmt

UpdatedJan 29, 2024
Python

BlackSamorez /tensor_parallel

Star655

Automatically split your PyTorch models on multiple GPUs for training & inference

python nlp machine-learning natural-language-processing deep-learning pytorch pytorch-transformers

UpdatedJan 2, 2024
Python

pen-ho /medical_knowledge_graph_app-master

Star323

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

nlp neo4j django-application knowledge-graph ner echarts entity-linking relation-extraction kgqa kbqa mention-detection pytorch-transformers relation-detection

UpdatedMar 9, 2022
JavaScript

ThilinaRajapakse /pytorch-transformers-classification

Star310

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

nikhilbarhate99 /min-decision-transformer

Star280

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

machine-learning reinforcement-learning deep-learning robotics deep-reinforcement-learning openai-gym pytorch transformer mujoco pytorch-transformers offline-reinforcement-learning

UpdatedJun 10, 2022
Python

qanastek /HugsVision

Star197

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

machine-learning computer-vision deep-learning transformers pytorch yolo image-classification image-generation object-detection vit pretrained-models semantic-segmentation bert state-of-the-art torchvision pythorch huggingface pytorch-transformers detr deit

UpdatedAug 13, 2023
Jupyter Notebook

HumanSignal /label-studio-transformers

Star192

Label data using HuggingFace's transformers and automatically get a prediction service

nlp natural-language-processing transformers bert natural-language-understanding text-labeling data-labeling pytorch-transformers label-studio

UpdatedJun 20, 2023
Python

ppriyank /Video-Action-Transformer-Network-Pytorch-

Star137

Implementation of the paper Video Action Transformer Network

video pytorch transformer tensorflow-transformer actionrecognition pytorch-transformers videotransformer

UpdatedApr 5, 2021
Python

Shivampanwar /Bert-text-classification

Star71

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

xlnet xlnet-pytorch pytorch-transformers sota-technique bert-text-classification text-classififcation

UpdatedMay 7, 2020
Jupyter Notebook

obss /trapper

Star46

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

python nlp natural-language-processing deep-learning transformers pytorch transformer allennlp pytorch-transformers

UpdatedFeb 3, 2023
Python

LoserCheems /WonderfulMatrices

Star43

Wonderful Matrices to Build Small Language Models

python nlp machine-learning natural-language-processing deep-learning pytorch transformer feedforward-neural-network language-model attention-mechanism attention-is-all-you-need mixture-of-experts pytorch-transformers foundation-models small-language-models small-language-model dynamic-mask-attention cross-domain-mixture-of-experts

UpdatedFeb 15, 2025
Python

torresflo /Tag-Machine

Star41

A little Python application to auto tag your photos with the power of machine learning.

python machine-learning computer-vision pytorch image-classification pretrained-models image-to-text auto-tagging image-tagging pytorch-transformers photo-tagging image-tagger photo-tag

UpdatedJul 5, 2023
Python

BinItAI /BetterLoader

Star35

A better PyTorch data loader capable of custom image operations and image subsets

deep-learning torch pytorch pytorch-implmention torchvision pytorch-transformers pytorch-dataloader-objects pytorch-dataloader

UpdatedMay 10, 2021
Python

fredriko /bert-tensorflow-pytorch-spacy-conversion

Star27

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

nlp tensorflow keras spacy how-to bert spacy-models spacy-nlp bert-model pytorch-transformers spacy-pytorch-transformers spacy-package