fdoperezi's repositories
FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
nucleotide-transformer
🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
race-simulation
This repository contains a race simulation to determine a race strategy for motorsport circuit races. Race strategy in this context means the determination of pit stops.
sample-generator
Tools to train a generative model on arbitrary audio samples
GPTQ-for-LLaMa
4 bits quantization of LLaMa using GPTQ
PhySO
Physical Symbolic Optimization
nebullvm
Plug and play modules to optimize the performances of your AI systems 🚀
llama
Inference code for LLaMA models
chatllama
ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT
Flipped-Learning
[ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
dataloader
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
pygslib
GSLIB fortran code wrapped into python
sequitur
Library of autoencoders for sequential data
siml
Machine Learning algorithms implemented from scratch
QuantumVariationalRewinding
Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
evotorch
EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
encodec
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.
fprime
F' - A flight software and embedded systems framework
soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.