TurkuNLP/lumi-nlp-recipes

lumi-nlp-recipes

Interactive generation examples

https://github.com/LumiOpen/lumiopen-tools.git

Running training on LUMI with trl in a multi-node setup

sft_trl

Workshop 8.4.2024

Trl - Transformers Reinforcement Learning

https://huggingface.co/docs/trl/main/en/index

Running a simple Poro finetuning with FSDP

https://github.com/TurkuNLP/lumi-nlp-recipes/tree/main/transformers_example_fsdp

Handy commands:

Interactive shell on an active run. srun --jobid <JOBID> --overlap --pty bash

monitor gpu-usage

rocm-smi

show update-loop with watch

watch -n 0.5 rocm-smi

Load administrator tools

module load LUMI/23.09 && module load systools/23.09

use basic linux monitoring tools

htop tree ...