• Stars
    star
    168
  • Rank 225,507 (Top 5 %)
  • Language
    HTML
  • Created over 4 years ago
  • Updated over 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Summarization Task using Bart and T5 models.

Bart_T5-summarization

Summarization Task using Bart and T5 models from HugginFace Transformers

It is possible to directly compare the best models for text summarization Bart and T5.

Install requeriments

pip install -U transformers
pip install -U torch
pip install flask

Run

python app.py

Bart Summarization

Bart Summarization

T5 Summarization

Bart Summarization

More Repositories

1

next_word_prediction

Using transformers to predict next word and predict <mask> word
Python
725
star
2

Question-Answering-Albert-Electra

Question Answering using Albert and Electra
Python
205
star
3

bg-remove-augment

Python
156
star
4

Multiple-Choice-Question-Generation-T5-and-Text2Text

Question Generation using Google T5 and Text2Text
Python
153
star
5

Semantic-Search

Semantic search using Transformers and others
Python
110
star
6

T5-paraphrase-generation

HTML
67
star
7

BERT-cpp-inference

Makefile
52
star
8

GAN-image-inpainting

Deep Learning technics to image inptaining
Python
30
star
9

Deploying-YOLOv5-fastapi-celery-redis-rabbitmq

Python
29
star
10

Switch-Transformers-in-Seq2Seq

Python
22
star
11

go-hexagonal-shortener

Go
12
star
12

Deploying-Deep-Learning-Models-in-C-A-comparison-with-Python-server

Makefile
9
star
13

autograde-deeplearning

This projects aims to implement a auto-grade assistant capable to give a score of "correctness" between a provided answer and a target answer.
HTML
7
star
14

electra-squad-8GB

Fine tuning Electra large model using RTX2080 8 GB on Squad 2 dataset
Python
7
star
15

webapp-StyleGAN2-ADA-PyTorch

Python
6
star
16

deep-reinforcement-learning

Python
6
star
17

sync_async_await_multiprocess_multithread

Python
4
star
18

django_auth_face_recognition

Django web app using face recognition to auth user.
JavaScript
4
star
19

flickr-downloader

Python
3
star
20

bert-nq-python3

Bert-NQ - Google Bert for Natural Question adjusted for Python 3
Python
3
star
21

object_segmentation

Object segmentation using SOTA models
Python
3
star
22

bert_sentiment_flask

Using flask API to predict the sentiment using BERT model
Python
2
star
23

Patches-are-all-you-need-ViT-and-ConvMixer

Python
2
star
24

go-node-python

Go
2
star
25

qa-electra-predict

Predicting with electra model fine tuned in squad 2.0
Python
1
star
26

machine_learning

Exemplos para a disciplina
Python
1
star
27

criptografia

Exemplo de criptografia
HTML
1
star
28

RL-Soft-Actor-Critic_Pytorch

Python
1
star
29

Types-of-Convolution-PyTorch

Python
1
star
30

siamese-neural-net-pytorch

Jupyter Notebook
1
star
31

golang-whatsapp-broker

Whatsapp Broker written in Go
Go
1
star