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transformers

Here are 423 public repositories matching this topic...

tokenizers

huggingface / tokenizers

Star

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

nlp natural-language-processing transformers gpt language-model bert natural-language-understanding

Updated Feb 1, 2021
Rust

nlp-architect

IntelLabs / nlp-architect

Star

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

nlp deep-learning tensorflow nlu transformers pytorch deeplearning quantization bert dynet

Updated Feb 1, 2021
Python

bentrevett / pytorch-sentiment-analysis

Star

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

Updated Nov 16, 2020
Jupyter Notebook

lucidrains / vit-pytorch

Star

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

computer-vision transformers artificial-intelligence image-classification attention-mechanism

Updated Jan 21, 2021
Python

simpletransformers

ThilinaRajapakse / simpletransformers

Star

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

text-classification transformers named-entity-recognition question-answering conversational-ai

Updated Feb 2, 2021
Python

jina

jina-ai / jina

Star

Open

Add a more interactive notebook to readme

theUnkownName commented Jan 17, 2021

We have a Jupyter notebook on the README, a good idea could be to expand this to the parts that we have yet a notebook to have a more interactive README.

Read more

good first issue kind/feature

Open

move docker tests doing external calls to integration and use mocking for unit tests

2

Open

clarify function signatures in indexers

10

Find more good first issues →

salesforce / TransmogrifAI

Star

Open

Replace Joda with Java 8 native Date Time

4

wsuchy commented Apr 16, 2019

Problem
Since Java 8 was introduced there is no need to use Joda as it has been replaced the native Date-Time API.

Solution
Ideally greping and replacing the text should work (mostly)

Additional context
Need to check if de/serializing will still work.

Read more

enhancement good first issue

Open

Improve test coverage for transformers & estimators

4

Open

Geolocation to Country transformer

8

Find more good first issues →

lucidrains / DALLE-pytorch

Star

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

deep-learning transformers artificial-intelligence multi-modal attention-mechanism text-to-image

Updated Jan 21, 2021
Python

spark-nlp

JohnSnowLabs / spark-nlp

Star

State of the Art Natural Language Processing

nlp natural-language-processing spark sentiment-analysis tensorflow machine-translation transformers language-detection pyspark named-entity-recognition seq2seq lemmatizer spell-checker albert bert part-of-speech-tagger entity-extraction spark-ml xlnet tf-hub-models

Updated Feb 2, 2021
Scala

lab-ml / nn

Star

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

reinforcement-learning deep-learning transformers pytorch gan neural-networks deep-learning-tutorial optimizers

Updated Feb 2, 2021
Jupyter Notebook

CLUEbenchmark / CLUE

Star

中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

benchmark tensorflow nlu glue corpus transformers pytorch dataset chinese pretrained-models language-model albert bert roberta chineseglue

Updated Nov 6, 2020
Python

fast-bert

utterworks / fast-bert

Star

Super easy library for BERT based NLP models

transformers fastai bert fast-bert

Updated Jan 30, 2021
Python

lucidrains / reformer-pytorch

Star

Reformer, the efficient Transformer, in Pytorch

machine-learning transformers pytorch artificial-intelligence attention-mechanism

Updated Dec 11, 2020
Python

combust / mleap

Star

MLeap: Deploy ML Pipelines to Production

python scala spark tensorflow scikit-learn transformers data-pipelines

Updated Jan 28, 2021
Scala

nyu-mll / jiant

Star

jiant is an NLP toolkit

nlp transformers transfer-learning bert multitask-learning sentence-representation

Updated Feb 2, 2021
Python

EleutherAI / gpt-neo

Star

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

transformers gpt language-model gpt-2 gpt-3

Updated Feb 2, 2021
Python

NLP-Knowledge-Graph

lihanghang / NLP-Knowledge-Graph

Star

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp machine-learning deep-learning transformers knowledge-graph event-driven ner bert kbqa ernie

Updated Jan 3, 2021

cevek / ttypescript

Star

Open

How to use with mocha & ts-node/register?

4

bradennapier commented Mar 11, 2020

Hey! Thanks for the work on this.

Wondering how we can use this with mocha? tsconfig-paths has its own tsconfig-paths/register to make this work

https://github.com/dividab/tsconfig-paths#with-mocha-and-ts-node

Basically with mocha we have to run mocha -r ts-node/register -- but that wouldnt have the compiler flag.

Would be worthwhile to have the ability to do it which looks like

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good first issue

BERTopic

MaartenGr / BERTopic

Star

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

nlp machine-learning topic transformers topic-modeling bert topic-models sentence-embeddings topic-modelling ldavis

Updated Feb 1, 2021
Python

turtlesoupy / this-word-does-not-exist

Star

This Word Does Not Exist

machine-learning natural-language-processing transformers natural-language-generation natural-language-understanding gpt-2

Updated Jan 12, 2021
Python

cdQA

cdqa-suite / cdQA

Star

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

nlp natural-language-processing information-retrieval deep-learning transformers pytorch artificial-intelligence question-answering reading-comprehension bert

Updated Apr 30, 2020
Python

lucidrains / performer-pytorch

Star

An implementation of Performer, a linear attention-based transformer, in Pytorch

deep-learning transformers artificial-intelligence attention attention-mechanism

Updated Jan 17, 2021
Python

lonePatient / Bert-Multi-Label-Text-Classification

Star

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

nlp text-classification transformers pytorch multi-label-classification albert bert fine-tuning pytorch-implmention xlnet

Updated Jul 31, 2020
Python

pytorch-original-transformer

gordicaleksa / pytorch-original-transformer

Star

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.

python deep-learning jupyter transformers pytorch transformer attention deeplearning attention-mechanism attention-is-all-you-need pytorch-transformers pytorch-transformer transformer-tutorial original-transformer

Updated Dec 27, 2020
Jupyter Notebook

transformers-tutorials

abhimishra91 / transformers-tutorials

Star

Github repo with tutorials to fine tune transformers for diff NLP tasks

nlp natural-language-processing deep-learning transformers pytorch named-entity-recognition classification bert pytorch-tutorial t5 wandb distilbert

Updated Sep 7, 2020
Jupyter Notebook

ChenRocks / UNITER

Star

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

transformers vision-and-language pre-training

Updated Dec 4, 2020
Python

VinAIResearch / PhoBERT

Star

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

deep-learning vietnamese transformers python3 named-entity-recognition language-models ner natural-language-inference bert pos-tagging vietnamese-nlp nli fairseq vncorenlp roberta bert-embeddings rdrsegmenter part-of-speech-tagging transformers-library phobert

Updated Dec 7, 2020

Adapter-Hub / adapter-transformers

Star

Huggingface Transformers + Adapters = ❤️

nlp natural-language-processing transformers pytorch adapters bert

Updated Jan 27, 2021
Python

yzhangcs / parser

Star

A collection of state-of-the-art models for Dependency Parsing, Constituency Parsing and Semantic Dependency Parsing.

transformers pytorch dependency-parsing lbp state-of-the-art biaffine-parser constituency-parsing treecrf semantic-dependency-parsing mfvi

Updated Jan 21, 2021
Python

vectorhub

vector-ai / vectorhub

Star

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

python machine-learning deep-learning neural-network tensorflow word2vec vector transformers pytorch embeddings artificial-intelligence video-processing deeplearning encodings audio-processing vector-similarity tfhub image2vec

Updated Feb 2, 2021
Python

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