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 135278
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 1299
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.
attention attention-is-all-you-need attention-mechanism deep-learning deeplearning jupyter original-transformer python pytorch pytorch-transformer pytorch-transformers transformer transformer-tutorial transformers
Language:Jupyter Notebook 992
ashishpatel26 / Treasure-of-Transformers
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
transformer python nlp natural-language-processing tensorflow pytorch speech-recognition seq2seq pretrained-models language-models natural-language-generation nlp-library bert natural-language-understanding language-model pytorch-transformers model-hub jax awesome
Language:Jupyter Notebook 929
joeynmt
joeynmt / joeynmt
Minimalist NMT for educational purposes
nmt seq2seq rnn-pytorch seq2seq-pytorch machine-translation education transformer pytorch-transformers transformer-architecture neural-machine-translation nmt-tutorial nmt-frameworks joey-nmt
Language:Python 679
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 627
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 269
nikhilbarhate99 / min-decision-transformer
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
deep-learning deep-reinforcement-learning machine-learning mujoco offline-reinforcement-learning openai-gym pytorch pytorch-transformers reinforcement-learning robotics transformer
Language:Python 248
HugsVision
qanastek / HugsVision
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
bert computer-vision deep-learning deit detr huggingface image-classification image-generation machine-learning object-detection pretrained-models pythorch pytorch pytorch-transformers semantic-segmentation state-of-the-art torchvision transformers vit yolo
Language:Jupyter Notebook 195
HumanSignal / label-studio-transformers
Label data using HuggingFace's transformers and automatically get a prediction service
bert data-labeling label-studio natural-language-processing natural-language-understanding nlp pytorch-transformers text-labeling transformers
Language:Python 178
ppriyank / Video-Action-Transformer-Network-Pytorch-
Implementation of the paper Video Action Transformer Network
transformer pytorch video videotransformer actionrecognition pytorch-transformers tensorflow-transformer
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 69
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.
gpt-2 language-model pytorch-transformers
Language:Python 16
jinudaniel / amazon-fine-food-reviews
Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa
fastai nlp-machine-learning sentiment-analysis pytorch torchtext bert pytorch-transformers xlnet-pytorch xlnet roberta
Language:Jupyter Notebook 13
aquadzn / deploy-transformers
Easily deploy a state-of-the-art language model from HuggingFace's Transformers
deployment gpt-2 language-model nlp pytorch pytorch-transformers transformers web-app
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
rpw199912j / MatBERT
materials-informatics bert 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
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

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

rpw199912j / MatBERT

IsraelAbebe / ml-algorithems-from-scratch

michael-bmstu / ecom-t_x_dls