huggingface-transformers

There are 6 repositories under huggingface-transformers topic.

christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
1492
Tencent / TurboTransformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
nlp transformer bert decoder gpu machine-translation inference huggingface-transformers pytorch albert roberta gpt2
Language:C++ 1259
unitaryai / detoxify
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.
bert bert-model huggingface-transformers huggingface nlp toxic-comment-classification toxicity toxic-comments sentence-classification kaggle-competition pytorch-lightning hatespeech hate-speech-detection toxicity-classification hate-speech
Language:Python 543
georgian-io / Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
huggingface-transformers transformer natural-language-processing tabular-data multimodal-learning
Language:Python 404
keytotext
gagan3012 / keytotext
Keywords to Sentences
sentences keywords t5 huggingface-transformers nlp streamlit keytotext docker api
Language:Jupyter Notebook 381
HKUNLP / UnifiedSKG
[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding with Text-to-Text Language Models
natural-language-processing pytorch huggingface-transformers huggingface-datasets structured-knowledge-grounding semantic-parsing question-answering data-to-text text-generation fact-verification multi-task-learning prompt-learning
Language:Python 380
barissayil / SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
bert nlp machine-learning pytorch pytorch-implementation vuejs flask transformer huggingface huggingface-transformer huggingface-transformers sentiment-analysis bert-model stanford-sentiment-treebank albert distilbert
Language:Python 319
Xirider / finetune-gpt2xl
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
huggingface huggingface-transformers deepspeed gpt2 gpt3 finetuning gpt-neo gpt-neo-fine-tuning
Language:Python 297
krishnap25 / mauve
Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.
pytorch deep-learning text-generation huggingface-transformers nlp
Language:Python 188
sudharsan13296 / Getting-Started-with-Google-BERT
Build and train state-of-the-art natural language processing models using BERT
bert transformer huggingface-transformers albert roberta spanbert electra distilbert nlp pytorch videobert bart tinybert bertsum sentence-bert sbert clinical-bert
Language:Jupyter Notebook 173
aws-samples / amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
sagemaker amazon-sagemaker pytorch catboost lightgbm pycharm tensorflow-training pytorch-training sagemaker-processing prophet scikit-learn prophet-model hdbscan-clustering-algorithm huggingface huggingface-transformers machine-learning delta-lake gensim-word2vec dask tensorflow
Language:Python 162
quickai
geekjr / quickai
QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.
ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo
Language:Python 153
katanaml / sparrow
Data extraction from documents with ML
machinelearning huggingface-transformers nlp-machine-learning computer-vision
Language:Python 149
THU-KEG / OmniEvent
A comprehensive, unified and modular event extraction toolkit.
event-detection event-extraction big-models bmtrain deep-learning huggingface-transformers information-extration natural-language-generation natural-language-processing pytorch
Language:Python 146
daspartho / prompt-extend
extending stable diffusion prompts with suitable style cues using text generation
deep-learning gpt-2 huggingface-transformers machine-learning nlp prompt stable-diffusion text-generation huggingface-spaces
Language:Jupyter Notebook 135
huggingface / transformers-bloom-inference
Fast Inference Solutions for BLOOM
bloom huggingface-transformers nlp pytorch
Language:Python 135
Victarry / stable-dreambooth
Dreambooth implementation based on Stable Diffusion with minimal code.
diffusion-models stable-diffusion huggingface-transformers huggingface-diffusers
Language:Python 125
cahya-wirawan / indonesian-language-models
Indonesian Language Models and its Usage
machine-learning deep-learning nlp language-model pytorch fastai transformer huggingface-transformers
Language:Jupyter Notebook 116
mlops-hf-tf-vision-models
deep-diver / mlops-hf-tf-vision-models
MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
computer-vision huggingface-transformers mlops tensorflow tensorflow-extended
Language:Jupyter Notebook 110
cosmoquester / 2021-dialogue-summary-competition
[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.
nlp summarization pytorch-lightning huggingface-transformers dialogue
Language:Python 108
Huffon / klue-transformers-tutorial
KLUE 데이터를 활용한 HuggingFace Transformers 튜토리얼
natural-language-processing nlp huggingface-transformers tutorials
Language:Jupyter Notebook 108
aws-samples / aws-lambda-docker-serverless-inference
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
aws-lambda aws machine-learning serverless xgboost tensor-flow tensorflow-java djl deep-java-library tensorflow pytorch serverless-application-model sagemaker pytorch-models inference java docker scikit-learn huggingface huggingface-transformers
Language:Jupyter Notebook 79
lxuechen / private-transformers
make differentially private training of transformers easy
differential-privacy nlp transformers deep-learning pytorch huggingface-transformers
Language:Python 79
marbert
UBC-NLP / marbert
UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic
language-models benchmark model-evaluation bert bert-model arbert marbert deep-learning awesome arabic arabic-nlp arabic-language arabic-dialects arabic-models ubc ubc-dlnlp ubcnlp huggingface-transformers classification social-media
78
georgian-io / Transformers-Domain-Adaptation
Adapt Transformer-based language models to new text domains
natural-language-processing huggingface-transformers huggingface-tokenizers domain-adaptation transfer-learning data-selection
Language:Jupyter Notebook 72
dumitrescustefan / Romanian-Transformers
This repo is the home of Romanian Transformers.
romanian-bert bert huggingface-transformers nlp pytorch language-model romanian-language
62
ASR-project / Multilingual-PR
Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages with a network trained with Connectionist Temporal Classification (CTC) algorithm.
phone-recognition asr deep-learning self-supervised-learning speech-processing speech-recognition huggingface huggingface-transformers wandb common-voice
Language:Python 59
aniass / Product-Categorization-NLP
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
data-analysis python pandas nltk text-classification topic-modeling doc2vec gensim word2vec cnn-text-classification doc2vec-model mlp-classifier distilbert transformers huggingface-transformers
Language:Jupyter Notebook 52
dinghanshen / Cutoff
The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation".
nlp-machine-learning deep-learning huggingface-transformers fairseq augmentation
Language:Python 49
amazon-textract-transformer-pipeline
aws-samples / amazon-textract-transformer-pipeline
Post-process Amazon Textract results with Hugging Face transformer models for document understanding
amazon-textract huggingface-transformers document-analysis ocr
Language:Python 48
Ankur3107 / nlp_notebooks
Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.
tensorflow python pytorch transformer transformers fastai nlp colab-notebook colab lstm classification question-answering machine-translation bert huggingface huggingface-transformers
Language:Jupyter Notebook 47
kamalkraj / BioELECTRA
BioELECTRA
electra transformer bert bioelectra huggingface-transformers blurb pytorch
47
klaudia-nazarko / nlg-text-generation
This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).
nlp nlp-machine-learning nlg text-generation natural-language-generation python lstm lstm-neural-networks markov-chain gpt-2 gpt2 transformer huggingface-transformers keras
Language:Jupyter Notebook 43
chenjunyi1999 / ChatBot-GPT2
[Pytorch] A GPT2-ChatBot implemented by huggingface/transformers
pytorch huggingface-transformers nlp machine-learning deep-learning
Language:Python 42
declare-lab / BBFN
This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis
multimodal-sentiment-analysis multimodal-deep-learning huggingface-transformers multimodal-representation
Language:Python 39
KennethEnevoldsen / spacy-wrap
spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.
spacy-nlp spacy-extension natural-language-processing spacy-extensions spacy-transformers spacy-models transformers machine-learning language-model pytorch spacy-pipeline huggingface huggingface-transformers nlp spacy text-classification deep-learning
Language:Python 35

huggingface-transformers

christianversloot / machine-learning-articles

Tencent / TurboTransformers

unitaryai / detoxify

georgian-io / Multimodal-Toolkit

gagan3012 / keytotext

HKUNLP / UnifiedSKG

barissayil / SentimentAnalysis

Xirider / finetune-gpt2xl

krishnap25 / mauve

sudharsan13296 / Getting-Started-with-Google-BERT

aws-samples / amazon-sagemaker-local-mode

geekjr / quickai

katanaml / sparrow

THU-KEG / OmniEvent

daspartho / prompt-extend

huggingface / transformers-bloom-inference

Victarry / stable-dreambooth

cahya-wirawan / indonesian-language-models

deep-diver / mlops-hf-tf-vision-models

cosmoquester / 2021-dialogue-summary-competition

Huffon / klue-transformers-tutorial

aws-samples / aws-lambda-docker-serverless-inference

lxuechen / private-transformers

UBC-NLP / marbert

georgian-io / Transformers-Domain-Adaptation

dumitrescustefan / Romanian-Transformers

ASR-project / Multilingual-PR

aniass / Product-Categorization-NLP

dinghanshen / Cutoff

aws-samples / amazon-textract-transformer-pipeline

Ankur3107 / nlp_notebooks

kamalkraj / BioELECTRA

klaudia-nazarko / nlg-text-generation

chenjunyi1999 / ChatBot-GPT2

declare-lab / BBFN

KennethEnevoldsen / spacy-wrap