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huggingface
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nlp
machine-learning
natural-language-processing
google
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spacy
openai
transfer-learning
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bert
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spacy-pipeline
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gpt-2
huggingface
xlnet
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Jul 26, 2021 - Python
machine-learning
natural-language-processing
deep-learning
natural-language-understanding
huggingface
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Jul 16, 2021 - Python
SQuAD Question Answering Using BERT, PyTorch
pytorch
question-answering
pretrained-models
bert
bert-questionandanswering
bert-qna-pretrained-models
huggingface
bert-squad
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Dec 11, 2020 - Python
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
nlp
natural-language-processing
crf
pytorch
named-entity-recognition
korean
ner
bert
korean-nlp
attention-visualization
pytorch-implementation
bert-bilstm-crf
huggingface
bert-crf
kobert
kobert-crf
bert-bigru-crf
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Jun 14, 2021 - Jupyter Notebook
Repository for Project Insight: NLP as a Service
nlp
docker
machine-learning
natural-language-processing
microservice
transformer
fastapi
huggingface
streamlit
huggingface-transformer
streamlit-webapp
transformers-models
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Jun 15, 2021 - Python
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.
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May 9, 2020 - Jupyter Notebook
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.
nlp
kaggle-competition
sentence-classification
bert
hatespeech
hate-speech
toxicity
toxic-comment-classification
toxic-comments
bert-model
hate-speech-detection
huggingface
pytorch-lightning
toxicity-classification
huggingface-transformers
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Jul 14, 2021 - Python
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
nlp
flask
machine-learning
vuejs
sentiment-analysis
pytorch
transformer
stanford-sentiment-treebank
albert
bert
pytorch-implementation
bert-model
huggingface
distilbert
huggingface-transformer
huggingface-transformers
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Jun 16, 2021 - Python
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
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Apr 27, 2021 - Python
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
nlp
natural-language-processing
tensorflow
keras
transformers
sentence-classification
albert
bert
roberta
bert-model
transformer-architecture
tensorflow2
bert-embeddings
huggingface
bert-models
bert-as-service
transformer-tensorflow2
distilbert
huggingface-transformer
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Nov 10, 2020 - Python
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Jul 10, 2021
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
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Jun 28, 2021 - Python
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
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Jul 28, 2021 - Jupyter Notebook
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Jul 1, 2021 - Jupyter Notebook
Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
machine-learning
tabular-data
pytorch
artificial-intelligence
transformer
gpt
bert
fraud-detection
icassp
huggingface
credit-card-dataset
prsa-dataset
credit-card-transaction
icassp2021
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Jul 21, 2021 - Python
Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
python
machine-learning
rest
deep-learning
deployment
sentiment-analysis
rest-api
transformers
pytorch
bert
uvicorn
fastapi
huggingface
deploy-machine-learning
huggingface-transformer
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May 2, 2020 - Python
Generate realistic Instagram captions using transformers 🤗
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Aug 26, 2020 - Python
Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch
machine-learning
pytorch
artificial-intelligence
artificial-neural-networks
fake-news
liar
fake-news-challenge
bert-model
language-understanding
huggingface
bert-models
liar-plus
bert-siamese
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Feb 9, 2020 - Python
Electra pre-trained model using Vietnamese corpus
natural-language-processing
deep-learning
vietnamese
transformer
language-model
bert
vietnamese-nlp
fine-tuning
electra
tensorflow2
bert-embeddings
huggingface
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Jul 21, 2021 - Jupyter Notebook
BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.
download
pytorch
question-answering
pretrained-models
squad
bert
bert-model
bert-questionandanswering
bert-qna-pretrained-models
huggingface
bert-models
bert-pytorch
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Mar 27, 2020 - Python
Amazon SageMaker Local Mode Examples
tensorflow
scikit-learn
pytorch
lightgbm
pycharm
prophet
tensorflow-training
catboost
sagemaker
amazon-sagemaker
tensorflow2
huggingface
prophet-model
pytorch-training
sagemaker-processing
huggingface-transformers
hdbscan-clustering-algorithm
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Jul 14, 2021 - Python
CLIP (Contrastive Language–Image Pre-training) for Italian
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Jul 26, 2021 - Jupyter Notebook
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
java
docker
aws
machine-learning
aws-lambda
serverless
tensorflow
scikit-learn
inference
pytorch
xgboost
tensor-flow
serverless-application-model
pytorch-models
tensorflow-java
sagemaker
huggingface
djl
huggingface-transformers
deep-java-library
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Jul 28, 2021 - Jupyter Notebook
Experiments with Hugging Face 🔬 🤗
python
nlp
translation
deep-learning
sentiment
python3
speech-recognition
question-answering
topic-modeling
summarization
automatic-speech-recognition
emotions
topic-detection
huggingface
huggingface-transformer
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Jun 18, 2021 - Python
NLP tool to extract emotional phrase from tweets 🤩
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May 23, 2021 - Python
DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.
elasticsearch
natural-language-processing
telegram-bot
chatbot
spacy
question-answering
bert
huggingface
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Jun 8, 2021 - Jupyter Notebook
Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)
nlp
machine-learning
natural-language-processing
deep-learning
transformer
machienlearning
huggingface
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Jun 18, 2020 - Jupyter Notebook
docker
flask
natural-language-processing
telegram
telegram-bot
docker-compose
restful
jupyter-notebook
transformers
haystack
python3
kaggle
colab
question-answering
arxiv
gsutil
huggingface
paper2code
deepset-ai
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Sep 14, 2020 - Jupyter Notebook
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Well, after the issue with the installation (now closed) I have another problem.
I am trying to create a model that distinguishes between only a few languages (instead of the 20+ languages the CommonLanguage recipe can do) and I've managed to train the model. However, when I try to use the model to check if it's working I get this error: