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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

alpaca-lora

Instruct-tune LLaMA on consumer hardware

annotation-projection-app

Application for manual projection of labelled sequences. Used for the paper: "Model transfer or data transfer? Cross-lingual Sequence Labelling in Zero-Resource Settings"

awesome-llms-evaluation-papers

The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.

basic-cyk-parser

Basic CYK-Parser written in python 3

bert4wsd

Using BERT, WORDNET and UKB for WSD

context-enriched-ner

Context-enriched multilingual named entity recognition using knowledge bases. IXA/Cogcomp at SemEval-2023 Task

easy-label-projection

This repository contains scripts for Cross-lingual Annotation Projection of Sequence Labelling datasets

easy-translate

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

gene2tab

This script is used to convert the output of ABRICATE tabulated output into a matrix samples with the genes as columns and the presence/absence of the gene as the values.

genetic-algorithm-path-finder

Simple AI using genetic algorithms and processing

gollie

Guideline following Large Language Model for Information Extraction

gpt-neox-loss-mask

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gtav-self-driving-car

Self driving car in GTAV with Deep Learning

handwritten-names-recognition

The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.

housebookerchallenge

iker-garcia-ferrero

Personal Webpage

ikergazte-covid-twitter-2021

Twitterreko Euskal Komunitatearen Eduki Azterketa Pandemia Garaian

ixapipes-models-executables

This directory contains some IxaPipes models and executables

jiant-v1-legacy

The jiant toolkit for general-purpose text understanding models

lm-evaluation-harness

A framework for few-shot evaluation of language models.

matrix-benchmark

A cupy (GPU) / numpy benchmark to measure how fast different hardware can perform matrix operations.

megatron-lm

Ongoing research training transformer models at scale

metavec

A monolingual and cross-lingual meta-embedding generation and evaluation framework

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

mvm-embeddings

A monolingual and cross-lingual meta-embedding generation framework

neuroevolution-flappy-bird

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

nmtscore

A library of translation-based text similarity measures

noticia

We present NoticIA, a dataset consisting of 850 Spanish news articles featuring prominent clickbait headlines, each paired with high-quality, single-sentence generative summarizations written by humans.

opusmt-translatedatasets

A script to automatically translate large texts and datasets using Opus-MT