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transformers

huggingface / transformers

Star 56.5k
Open

DeBERTa V3 Fast Tokenizer

10
ikergarcia1996
ikergarcia1996 commented Dec 10, 2021

🚀 Feature request

Fast Tokenizer for DeBERTA-V3 and mDeBERTa-V3

Motivation

DeBERTa V3 is an improved version of DeBERTa. With the V3 version, the authors also released a multilingual model "mDeBERTa-base" that outperforms XLM-R-base. However, DeBERTa V3 currently lacks a FastTokenizer implementation which makes it impossible to use with some of the example scripts (They require a Fa

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annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

Star 5.8k

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks deep-learning-tutorial optimizers
  • Updated Dec 28, 2021
  • Jupyter Notebook

codertimo / BERT-pytorch

Star 4.7k

open-mmlab / mmsegmentation

Star 3k
Open

Roadmap of MMSegmentation

40
hellock
hellock commented Jul 13, 2020

We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.

You can either:

  1. Suggest a new feature by leaving a comment.
  2. Vote for a feature request with 👍 or be against with 👎. (Remember that developers are busy and cannot respond to all feature requests, so vote for your most favorable one!)
  3. Tell us that you wo
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good first issue help wanted

PaddlePaddle / PaddleNLP

Star 2.6k
Open

文档增加tokenizer类别及样例建议

1
akari0216
akari0216 commented Sep 2, 2021

欢迎您反馈PaddleNLP使用问题，非常感谢您对PaddleNLP的贡献！
在留下您的问题时，辛苦您同步提供如下信息：

  • 版本、环境信息
    1）PaddleNLP和PaddlePaddle版本：请提供您的PaddleNLP和PaddlePaddle版本号，例如PaddleNLP 2.0.4，PaddlePaddle2.1.1
    2）系统环境：请您描述系统类型，例如Linux/Windows/MacOS/，python版本
  • 复现信息：如为报错，请给出复现环境、复现步骤
    paddle版本2.0.8 paddlenlp版本2.1.0
    建议，能否在paddlenlp文档中，整理列出各个模型的tokenizer是基于什么类别的based，如bert tokenizer是word piece的，xlnet tokenizer是sentence piece的，以及对应的输入输出样例
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good first issue

PaddlePaddle / PaddleSpeech

Star 2.4k

Easy-to-use Speech Toolkit including SOTA ASR pipeline, influential TTS with text frontend and End-to-End Speech Simultaneous Translation.

text-to-speech transformer speech-recognition speech-to-text ngram language-model callcenter conformer deepspeech speech-translation punctuation-restoration ctc-decode fastspeech2 parallel-wavegan mandarin-language text-frontend streaming-asr speech-alignment
  • Updated Jan 6, 2022
  • Python

timeseriesAI / tsai

Star 1.6k

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime
  • Updated Dec 29, 2021
  • Jupyter Notebook

curiousily / Getting-Things-Done-with-Pytorch

Sponsor
Star 1.4k

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

nlp machine-learning tutorial computer-vision deep-learning time-series sentiment-analysis pytorch transformer lstm yolo face-recognition face-detection object-detection transfer-learning bert anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection
  • Updated Jun 14, 2021
  • Jupyter Notebook

Charmve / computer-vision-in-action

Star 1.3k

《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

machine-learning tutorial books computer-vision deep-learning neural-network notebook jupyter-notebook handbook pytorch transformer ipynb deep-learning-tutorial computer-vision-algorithms colab-notebook in-action charmve
  • Updated Dec 14, 2021
  • Jupyter Notebook

yongzhuo / Keras-TextClassification

Star 1.2k

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam
  • Updated Nov 26, 2021
  • Python

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