Popular GitHub Repositories for Pytorch Transformers

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

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.

Minimalist NMT for educational purposes

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

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.

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）。

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

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

Implementation of the paper Video Action Transformer Network

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

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.

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

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

Easily deploy a state-of-the-art language model from HuggingFace's Transformers

Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa

Forecasting open-high-low-close (OHLC) data with Transformer models

Source code for "LIMIT-BERT : Linguistics Informed Multi-Task BERT" published at Findings of EMNLP 2020

A little Python application to generate pictures from a text prompt. Based on Stable Diffusion.

A bunch of Python scripts to create a Pokémon Classifier.