warner-benjamin Goto Github PK

blurr

A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, and deploy transformer specific models.

code_for_blog_posts

commented-transformers

Highly commented implementations of Transformers in PyTorch

cramming

Cramming the training of a (BERT-type) language model into limited compute.

cule

CuLE: A CUDA port of the Atari Learning Environment (ALE)

fastai

The fastai deep learning library

fastai2022part2studygroup

fastai course 2022 part 2 study group presentation resources

fastai2_tabular_hybrid

Developing and integrating methods for fastai2 tabular with other datatypes

fastai_extensions

Code you can use jointly with fastai

fastcore

Python supercharged for the fastai library

fastgarden

fastxtend

Train fastai models faster (and other useful tools)

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

flash-attention

Fast and memory-efficient exact attention

images_for_blog_posts

Separate Repository of Larger Images for benjaminwarner.dev

llama-recipes

Examples and recipes for Llama 2 model

modernllmstudygroup

nbdev

Create delightful python projects using Jupyter Notebooks

nlpbookstudygroup

NLP with Transformers Study Group Materials & Resources

optimi

Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers

reinforcement_scratch

Hugging Face Deep Reinforcement Learning Course Scratch Repo

stable-diffusion-dream-script

This version of CompVis/stable-diffusion features an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface.

subclassed_tensors

Exploring Channels Last in PyTorch

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

vos

source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"

workflows

Composite Actions workflows for use in fastai projects