Giorgio's repositories
annotated-transformer
An annotated implementation of the Transformer paper.
app_deep_learning
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis
axolotl
Go ahead and axolotl questions
bark
🔊 Text-Prompted Generative Audio Model
chatGPT_nanoGPT
nanogpt turned into a chat model
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
Deep-Dive-Into-AI-With-MLX-PyTorch
"Deep Dive into AI with MLX and PyTorch" is an educational initiative designed to help anyone interested in AI, specifically in machine learning and deep learning, using Apple's MLX and Meta's PyTorch frameworks.
faiss_tips
Some useful tips for faiss
FlagEmbedding
Dense Retrieval and Retrieval-augmented LLMs
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
gigaGPT
a small code base for training large models
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
hackerllama
My personal site
LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
llama-from-scratch
Llama from scratch, or How to implement a paper without crying
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-FineTuning-Large-Language-Models
LLM (Large Language Model) FineTuning
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
lm-hackers
Hackers' Guide to Language Models
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
pytorch-transformer
Attention is all you need implementation
SEINE
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
supervision
We write your reusable computer vision tools. 💜
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs