Gary Hutson's repositories
OddsPlotty
A package to create odds plots after running a GLM
ConfusionTableR
a package to collapse the outputs of CARET's confusion matrix for storage in database tables
PyHacks-Tutorials
PyHacks is a tutorial repo managed by Gary Hutson from hutsons-hacks.info.
time-series-forecasting-python
A repository to show how to apply forecasting in Python to someone who knows it in R
autotrain-advanced
🤗 AutoTrain Advanced
bitsandbytes
8-bit CUDA functions for PyTorch
Building-LLM-Powered-Applications
Building Large Language Model Applications, Published by Packt
florence2-finetuning
Quick exploration into fine tuning florence 2
generative-ai-docs
Documentation for Google's Generative AI developer site
generative-ai-hackathon
Exploring ethical and practical applications of LLMs in the NHS / health
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM101n
LLM101n: Let's build a Storyteller
lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
ml-engineering
Machine Learning Engineering Open Book
Modern-Computer-Vision-with-PyTorch-2E
Modern Computer Vision with PyTorch, 2E, Published by Packt
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
open-llms
📋 A list of open LLMs available for commercial use.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
serve
Serve, optimize and scale PyTorch models in production
setup-selenium-with-chrome-driver-on-ubuntu_debian
Setup Selenium and Chrome driver on ubuntu/debian
SimpleTuner
A general fine-tuning kit geared toward Stable Diffusion 2.1 and SDXL.
tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Transformers-for-NLP-and-Computer-Vision-3rd-Edition
Transformers 3rd Edition
videos
Code for the manim-generated scenes used in 3blue1brown videos
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
youtube-assistant-langchain
A LLM powered YouTube Assistant, ask question about a YouTube video.
YouTube-Blog
Codes to complement YouTube videos and blog posts on Medium.