pytorch-transformers

There are 15 repositories under pytorch-transformers topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 136582
pytorch-widedeep
jrzaurin / pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
deep-learning images model-hub multimodal-deep-learning python pytorch pytorch-cv pytorch-nlp pytorch-tabular-data pytorch-transformers tabular-data text
Language:Python 1311
pytorch-original-transformer
gordicaleksa / pytorch-original-transformer
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.
transformer transformers pytorch-transformer pytorch-transformers attention attention-mechanism attention-is-all-you-need pytorch python jupyter transformer-tutorial deeplearning deep-learning original-transformer
Language:Jupyter Notebook 1003
ashishpatel26 / Treasure-of-Transformers
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
awesome bert jax language-model language-models model-hub natural-language-generation natural-language-processing natural-language-understanding nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Jupyter Notebook 941
joeynmt
joeynmt / joeynmt
Minimalist NMT for educational purposes
education joey-nmt machine-translation neural-machine-translation nmt nmt-frameworks nmt-tutorial pytorch-transformers rnn-pytorch seq2seq seq2seq-pytorch transformer transformer-architecture
Language:Python 682
BlackSamorez / tensor_parallel
Automatically split your PyTorch models on multiple GPUs for training & inference
deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers
Language:Python 638
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.
huggingface natural-language-processing pytorch-transformers text-classification transformer-models
Language:Jupyter Notebook 306
pen-ho / medical_knowledge_graph_app-master
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）。
kgqa kbqa entity-linking mention-detection relation-detection pytorch-transformers neo4j django-application echarts knowledge-graph ner nlp relation-extraction
Language:JavaScript 274
nikhilbarhate99 / min-decision-transformer
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
reinforcement-learning deep-reinforcement-learning deep-learning offline-reinforcement-learning pytorch pytorch-transformers transformer machine-learning openai-gym mujoco robotics
Language:Python 252
HugsVision
qanastek / HugsVision
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
huggingface transformers computer-vision pretrained-models image-classification semantic-segmentation object-detection image-generation pythorch pytorch-transformers yolo vit deit detr pytorch deep-learning machine-learning state-of-the-art bert torchvision
Language:Jupyter Notebook 195
HumanSignal / label-studio-transformers
Label data using HuggingFace's transformers and automatically get a prediction service
label-studio nlp transformers natural-language-processing natural-language-understanding bert pytorch-transformers text-labeling data-labeling
Language:Python 178
ppriyank / Video-Action-Transformer-Network-Pytorch-
Implementation of the paper Video Action Transformer Network
actionrecognition pytorch pytorch-transformers tensorflow-transformer transformer video videotransformer
Language:Python 135
Shivampanwar / Bert-text-classification
This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation
bert-text-classification pytorch-transformers sota-technique text-classififcation xlnet xlnet-pytorch
Language:Jupyter Notebook 70
obss / trapper
State-of-the-art NLP through transformer models in a modular design and consistent APIs.
python nlp natural-language-processing allennlp pytorch transformer transformers pytorch-transformers deep-learning
Language:Python 45
torresflo / Tag-Machine
A little Python application to auto tag your photos with the power of machine learning.
python pytorch pytorch-transformers pretrained-models machine-learning computer-vision image-classification image-tagging image-tagger auto-tagging image-to-text photo-tag photo-tagging
Language:Python 41
BinItAI / BetterLoader
A better PyTorch data loader capable of custom image operations and image subsets
deep-learning pytorch pytorch-dataloader pytorch-dataloader-objects pytorch-implmention pytorch-transformers torch torchvision
Language:Python 35
fredriko / bert-tensorflow-pytorch-spacy-conversion
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.
spacy spacy-nlp spacy-models spacy-pytorch-transformers spacy-package pytorch-transformers bert bert-model how-to nlp tensorflow keras
Language:Python 27
karoly-hars / gpt2_episode_summary_generator
Utilizing webscraping and state-of-the-art NLP to generate TV show episode summaries.
webscraping scrapy wikipedia imdb nlp natural-language-processing natural-language-generation deep-learning neural-networks gpt2 artifical-intelligense torch pytorch-transformers
Language:Python 16
rdgozum / next-word-prediction
Generative Pretrained Transformer 2 (GPT-2) for Language Modeling using the PyTorch-Transformers library.
language-model gpt-2 pytorch-transformers
Language:Python 16
jinudaniel / amazon-fine-food-reviews
Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa
bert fastai nlp-machine-learning pytorch pytorch-transformers roberta sentiment-analysis torchtext xlnet xlnet-pytorch
Language:Jupyter Notebook 13
aquadzn / deploy-transformers
Easily deploy a state-of-the-art language model from HuggingFace's Transformers
transformers nlp gpt-2 language-model deployment web-app pytorch pytorch-transformers
Language:Python 12
DoodleJZ / LIMIT-BERT
Source code for "LIMIT-BERT : Linguistics Informed Multi-Task BERT" published at Findings of EMNLP 2020
bert language-model nlp parsing pytorch pytorch-transformers
Language:Python 7
niksyromyatnikov / OHLCFormer
Forecasting open-high-low-close (OHLC) data with Transformer models
deep-learning financial-data forecasting machine-learning ohlc stock-market transformer language-model python pytorch-transformers finances trading
Language:Python 7
torresflo / Picture-Machine
A little Python application to generate pictures from a text prompt. Based on Stable Diffusion.
image-generation image-generator machine-learning pretrained-models python pytorch pytorch-transformers stable-diffusion
Language:Python 7
spallas / quora-qp
Quora Questions Pair detection with Semantic Similarity
tensorflow data-mining lsh nlp transformer universal-sentence-encoder pytorch-transformers pytorch
Language:Python 5
muhammadadyl / SarcasmDetection
This project used in my dissertation for detecting sarcasm in twitter dataset using Sate-of-the-Art Transformer
sarcasm detection transformers pytorch-transformers pytorch nlp bert-model roberta xlnet distilbert distilroberta twitter
Language:Jupyter Notebook 3
torresflo / Paint-AI
When Paint meets Artificial Intelligence! A Python application to generate pictures based on your drawing.
artificial-intelligence image-generation image-generator machine-learning paint painting pretrained-models python pytorch pytorch-transformers stable-diffusion
Language:Python 2
torresflo / Pokedex-AI
A little Pokédex application that can find a Pokémon in any image with the power of machine learning.
computer-vision image-classification image-to-text machine-learning pokedex pokedex-application pokemon pokemon-classification python pytorch pytorch-transformers
Language:Python 2
torresflo / Poke-Model
A bunch of Python scripts to create a Pokémon Classifier.
computer-vision fine-tuning image-classification image-to-text machine-learning pokemon pokemon-classification python pytorch pytorch-lightning pytorch-transformers
Language:Python 1
Lalasa1234 / CyberbullyingDetection
Finetuning the Bert-based LLM to predict whether the tweet is toxic or not
distilbert-model huggingface-datasets large-language-model pytorch-transformers sentiment-analysis
Language:Jupyter Notebook 0
michael-bmstu / ecom-t_x_dls
Solution for competition of workshop ecom-t and Deep Learning School
bert-fine-tuning catboost-classifier multilabel-classification pytorch-transformers sckit-learn transformers
Language:Jupyter Notebook 0
rpw199912j / MatBERT
bert materials-informatics nlp pytorch-transformers
Language:Jupyter Notebook 0
ml-algorithems-from-scratch
IsraelAbebe / ml-algorithems-from-scratch
machine learning algorithms from scratch
machine-learning-algorithms numpy python3 logistic-regression linear-regression kmeans-clustering wrapper-method feature-selection neural pytorch-transformers from-scratch
Language:Jupyter Notebook

pytorch-transformers

huggingface / transformers

jrzaurin / pytorch-widedeep

gordicaleksa / pytorch-original-transformer

ashishpatel26 / Treasure-of-Transformers

joeynmt / joeynmt

BlackSamorez / tensor_parallel

ThilinaRajapakse / pytorch-transformers-classification

pen-ho / medical_knowledge_graph_app-master

nikhilbarhate99 / min-decision-transformer

qanastek / HugsVision

HumanSignal / label-studio-transformers

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

Shivampanwar / Bert-text-classification

obss / trapper

torresflo / Tag-Machine

BinItAI / BetterLoader

fredriko / bert-tensorflow-pytorch-spacy-conversion

karoly-hars / gpt2_episode_summary_generator

rdgozum / next-word-prediction

jinudaniel / amazon-fine-food-reviews

aquadzn / deploy-transformers

DoodleJZ / LIMIT-BERT

niksyromyatnikov / OHLCFormer

torresflo / Picture-Machine

spallas / quora-qp

muhammadadyl / SarcasmDetection

torresflo / Paint-AI

torresflo / Pokedex-AI

torresflo / Poke-Model

Lalasa1234 / CyberbullyingDetection

michael-bmstu / ecom-t_x_dls

rpw199912j / MatBERT

IsraelAbebe / ml-algorithems-from-scratch