Giulia Zanon's repositories
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
flower
Flower: A Friendly Federated Learning Framework
gorilla
Gorilla: An API store for LLMs
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
loki
Like Prometheus, but for logs.
upscayl
🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.
powertools-lambda-python
A developer toolkit to implement Serverless best practices and increase developer velocity.
qiskit
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
generative-ai-docs
Documentation for Google's Gen AI site - including the Gemini API and Gemma
nixtla
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
NeMo
NeMo: a framework for generative AI
Tracking-Anything-with-DEVA
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
terraform-on-aws-eks
Terraform on AWS EKS Kubernetes IaC
aws-serverless-workshops
Code and walkthrough labs to set up serverless applications for Wild Rydes workshops
deepstream_python_apps
DeepStream SDK Python bindings and sample applications
SAM-Med2D
Official implementation of SAM-Med2D
what-if-tool
Source code/webpage/demos for the What-If Tool
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
jupyter-text2code
A proof-of-concept jupyter extension which converts english queries into relevant python code
cibersecurity-desafio-ransomware
Repositório para solução de desafio de cibersegurança da DIO
dio-lab-open-source
Repositório do lab Contribuindo em um Projeto Open Source no GitHub da Digital Innovation One.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
giuliazc.github.io
Technical Portfolio