Pinned Repositories
fastai-Experiments-and-tips
My experiments and progress within various fastai applications
fastai2-Tabular-Baselines
A few baselines with a standard tabular model
fastinference
A collection of inference modules for fastai2
minimal-trainer-zoo
Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines
nbagile
Making nbdev compatible for agile frameworks and developments
nbquarto
Small python library solely for quick Quarto extensions
Practical-Deep-Learning-For-Coders
Material for my run of Fast.AI
Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
presentations
My research posters I have taken to conferences
Walk-with-fastai-revisited
Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com
muellerzr's Repositories
muellerzr/minimal-trainer-zoo
Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines
muellerzr/Walk-with-fastai-revisited
Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com
muellerzr/fastblog
My fastai blog
muellerzr/RAG-Experiments
My learnings (publicly) on RAG systems
muellerzr/import-timer
Pragmatic approach to parsing import profiles for CI's
muellerzr/dependency_checker
A lightweight pythonic way to check if a package's dependencies are out of date
muellerzr/llama-3-8b-self-align
StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation applied to llama 3 8b
muellerzr/presentations
My research posters I have taken to conferences
muellerzr/swe-study-group
Code for the SWE study group
muellerzr/h100-performance-tests
muellerzr/nanotrainer
A small implementation of the HF trainer, rebuilt with an Accelerate core
muellerzr/fastai-2019-pt2-notes
Notes as I speed-run p2 from 2019 out of fastai
muellerzr/pippy-device-map-playground
muellerzr/til
A repository of TIL's I've made
muellerzr/blog
My new blog
muellerzr/GaLore
muellerzr/hf-model-downloader
Easy way to download model backends from HF
muellerzr/MS-AMP
Microsoft Automatic Mixed Precision Library
muellerzr/ddp-annotated-notes
muellerzr/deepseek-coder-self-instruct
muellerzr/deepspeed-inference-playground
Messing around with DS's TP interface
muellerzr/dotfiles
My dotfiles
muellerzr/gsm8k-ScRel
Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
muellerzr/muellerzr.github.io
Blog
muellerzr/open-gpu-kernel-modules
NVIDIA Linux open GPU with P2P support
muellerzr/PiPPy
Pipeline Parallelism for PyTorch
muellerzr/torchtune
A Native-PyTorch Library for LLM Fine-tuning
muellerzr/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
muellerzr/trl
Train transformer language models with reinforcement learning.
muellerzr/unsloth
2-5X faster 70% less memory QLoRA & LoRA finetuning