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Evan Griffiths 6ef46f8dca Add an example config for finetuning a 34B model on a 24GB GPU (#1000 )

* Add an example config for finetuning a 34B model on a 24GB GPU

* Remore wandb project

2023-12-25 10:29:55 -08:00

qlora.yml

Add an example config for finetuning a 34B model on a 24GB GPU (#1000 )

2023-12-25 10:29:55 -08:00

README.md

Add an example config for finetuning a 34B model on a 24GB GPU (#1000 )

2023-12-25 10:29:55 -08:00

README.md

Overview

This is an example of a Yi-34B-Chat configuration. It demonstrates that it is possible to finetune a 34B model on a GPU with 24GB of VRAM.

Tested on an RTX 4090 with python -m axolotl.cli.train examples/mistral/qlora.yml, a single epoch of finetuning on the alpaca dataset using qlora runs in 47 mins, using 97% of available memory.