hails's Introduction

Hails

Instructions

Requirements:

Python >=3.11
Rye

Installation

Download M5 Dataset following the instructions in Reamde
Run ./dataset/M5/extract.sh
Run rye sync to download the required dependencies
Run rye run python pretrainm5.py for pre-training (atleast for 10 epochs)
Run rye run python trainm5.py for training (atleast for 100 epochs)

Requires atleast 70 GB VRAM with Mixed precision
Toggle SCALE_PREC = False in trainm5.py to use FP16 to run on GPUs of less than 40 GB VRAM

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