🤗 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.

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• Updated Nov 12, 2026
• Python

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

• Updated Apr 30, 2026
• Python

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

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• Updated Aug 1, 2025
• Jupyter Notebook

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

• Updated Dec 27, 2020
• Jupyter Notebook

Minimalist NMT for educational purposes

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• Updated Jan 29, 2024
• Python

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

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

• Updated Jan 2, 2024
• Python

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）。

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• Updated Mar 9, 2022
• JavaScript

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

• Updated May 9, 2020
• Jupyter Notebook

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

• Updated Jun 10, 2022
• Python

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

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• Updated Aug 13, 2023
• Jupyter Notebook

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

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• Updated Jun 20, 2023
• Python

Implementation of the paper Video Action Transformer Network

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• Updated Apr 5, 2021
• Python

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

• Updated May 7, 2020
• Jupyter Notebook

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

• Updated Feb 3, 2023
• Python

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

• Updated Jul 5, 2023
• Python

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

• Updated Feb 15, 2025
• Python

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

• Updated May 10, 2021
• Python

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

• Updated Mar 24, 2023
• Python

Generative Pretrained Transformer 2 (GPT-2) for Language Modeling using the PyTorch-Transformers library.

language-model gpt-2 pytorch-transformers

• Updated Oct 15, 2020
• Python

Utilizing webscraping and state-of-the-art NLP to generate TV show episode summaries.

nlp natural-language-processing deep-learning wikipedia torch imdb neural-networks scrapy natural-language-generation webscraping artifical-intelligense gpt2 pytorch-transformers

• Updated Apr 24, 2022
• Python