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Wilfredo Martel's Projects

start_with_bloom icon start_with_bloom

Bloom is a new multi-lingual LLM (Large Language Model) from BigScience, a Hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. This repo contains a notebook and configuration scripts to get started with the basics of text generation using Bloom's 1.3B parameter pre-trained model.

sts_eval icon sts_eval

Tools to apply Semantic Textual Similarity (STS) Evaluation to Language Models from Tensorflow Hub, Huggingface, etc.

summarize icon summarize

Simple multi-language Python and NLTK-based implementation of text summarization

summarizer icon summarizer

A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.

syncse icon syncse

This is the official implementation of the paper: "Contrastive Learning of Sentence Embeddings from Scratch"

tevatron icon tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

text_search icon text_search

Python project for generating search results based on a given text using TF Universal Sentence Encoder and ElasticSearch database.

textextractor icon textextractor

python modules :: Modules to extract text from different formats, remove header and footer and seperate sentences

tfg-josmunpen icon tfg-josmunpen

Repositorio con los recursos del TFG elaborado por José Manuel Muñiz Peña

transcribe-video-audio icon transcribe-video-audio

An OpenAI's Whisper-based full-stack project to transcribe audio and video files using React & Django.

transformers icon transformers

A Comprehensive Implementation of Transformers Architecture from Scratch

translatealignretrieve icon translatealignretrieve

Python-based implementation of the Translate-Align-Retrieve method to automatically translate the SQuAD Dataset to Spanish.

ucsd-algorithms icon ucsd-algorithms

programs from university of california coursera course on data structures and algorithms

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