Mel-iza

Mel Augusto's starred repositories

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Language:PythonMIT73959 674 3417

cs-video-courses

List of Computer Science courses with video lectures.

66115 1877 136

llama

Inference code for LLaMA models

Language:PythonNOASSERTION50895 499 872

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Language:MDXMIT46645 519 157

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.032305 476 18095

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

NOASSERTION25993 281 39

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

Language:PythonMIT20985 327 222

datasets

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

Language:PythonApache-2.018816 278 2845

skill-icons

Showcase your skills on your Github readme or resumé with ease ✨

Language:SVGMIT6670 29 909

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Language:PythonApache-2.06341 71 1653

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Language:PythonApache-2.06050 104 405

keep-a-changelog

If you build software, keep a changelog.

Language:HamlMIT6007 89 229

alignment-handbook

Robust recipes to align language models with human and AI preferences

Language:PythonApache-2.04290 109 125

notebooks

Notebooks using the Hugging Face libraries 🤗

Language:Jupyter NotebookApache-2.03483 71 160

mergekit

Tools for merging pretrained large language models.

Language:PythonLGPL-3.01964 24 109

LLM-eval-survey

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

1336 11 17

few-shot

Repository for few-shot learning machine learning projects

Language:PythonMIT1186 14 46

Software-Engineering

Learning Software Engineering :turtle:

Language:C979 36 2

PTT5

Code for training and evaluating T5 on Portuguese data.

Language:PythonMIT84 6 2

mengzi-zero-shot

NLU & NLG (zero-shot) depend on mengzi-t5-base-mt pretrained model

Language:PythonApache-2.075 5 4

Few-Shot

A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.

Language:PythonMIT70 3 2

assin

Evaluation and baseline scripts for the ASSIN shared task.

Language:PythonMIT11 2 1

conceitos-basicos-NLP

Aulas de conceitos básicos de Processamento de Linguagem Natural oferecida no Discord aberto no Turing USP

Language:Jupyter Notebook1000

torchserver-docker-compose

Run Torch Serve with Docker using a docker-compose.yml

Language:Shell4 20

Collection of 3,925,366 tweets and 18,413 online news around the online discussion about COVID-19 in Brazil. The data from Twitter were collected through Twitterscraper Python library and we considered a set of keywords in Portuguese regarding to COVID-19. In order to facilitate the identification of tweets that have hashtags, media and retweets for researchers or data enthusiasts, we created three specific datasets for each of these categories. The news on COVID-19 was collected from the UOL portal, the most popular Brazilian website. All the data were gathered from January to May, 2020. These dataset can attract the attention from communities such as data science, social science, natural language processing, tourism, infodemiology, and public health.

Language:Jupyter Notebook300