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Leandro von Werra's Projects

augcse icon augcse

Contrastive sentence embedding with diverse augmentation

autogluon icon autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

datasets icon datasets

๐Ÿค— The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deep-math icon deep-math

Implementation of "Analysing Mathematical Reasoning Abilities of Neural Models"

dg_templete icon dg_templete

ๆทฑๅบฆๅญฆไน ้กน็›ฎๆก†ๆžถ

dslectures icon dslectures

Notebooks and material for Data Science lecture (2021) at BFH.

evaluate icon evaluate

๐Ÿค— Evaluate: A library for easily evaluating machine learning models and datasets.

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

instancebasedlearning icon instancebasedlearning

This repository is the official implementation of Instance-based Learning for Knowledge Base Completion. This paper has been accepted to NeurIPS 2022.

knn-transformers icon knn-transformers

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

kolmev icon kolmev

Evaluation for korean language models (e.g. bert, roberta, bart, t5, gpt2...)

mt_eval icon mt_eval

Experiments related to MT evaluation

mxq-vae icon mxq-vae

Code for the BMVC 2022 paper: "Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer"

notebooks icon notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

old-website icon old-website

Build a Jekyll blog in minutes, without touching the command line.

paddlenlp icon paddlenlp

๐Ÿ‘‘ Easy-to-use and powerful NLP library with ๐Ÿค— Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including ๐Ÿ—‚Text Classification, ๐Ÿ” Neural Search, โ“ Question Answering, โ„น๏ธ Information Extraction, ๐Ÿ“„ Document Intelligence, ๐Ÿ’Œ Sentiment Analysis and ๐Ÿ–ผ Diffusion AIGC system etc.

reportql icon reportql

Code and dataset for paper - Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique

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