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Starred repositories
Educational tools for AI Ethics and Safety research 🛠️🔬
Machine learning datasets used in tutorials on MachineLearningMastery.com
Aligning pretrained language models with instruction data generated by themselves.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Pseudonymization in Legal Texts according to the LGPD: A Named Entity Recognition Approach
Mutual Information Based Feature Selection in Python
Efficient multi-prompt evaluation of LLMs
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…
Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide
Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
The Fastest State-of-the-Art Static Embeddings in the World
A comprehensive guide and codebase for text summarization using Large Language Models (LLMs). Dive into techniques, from chunking to clustering, and harness the power of LLMs like GPT-3.5 and GPT-4.
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
Some assignments from Unicamp's course IA376 - Deep Learning for Natural Language Processing.
Code for training and evaluating T5 on Portuguese data.
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
An Open Source Machine Learning Framework for Everyone
Minimalist LaTeX template for academic papers
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
PT-br Legal Named Entity Recognition (NER) resources