metadata
license: apache-2.0
datasets:
- grammarly/coedit
language:
- en
metrics:
- accuracy
tags:
- torchtune
- grammar-correction
Llama3 CoEdit
This is a Llama3 8B based model trained using torchtune on the grammarly/coedit dataset.
Training details
The exact training script (lora_finetune_distributed) and config (8B_lora.yaml) are both included in this repository.
Training command: tune run --nproc_per_node 8 lora_finetune_distributed --config 8B_lora.yaml
Yes I used 8 GPUs :)
In order to add the dataset, I added the following lines to the config:
dataset:
_component_: torchtune.datasets.instruct_dataset
source: grammarly/coedit
template: GrammarErrorCorrectionTemplate
column_map: {"sentence": "src", "output": "tgt"}
train_on_input: False
split: train
Loss curve
