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Update finetune launch command and remove local_rank #78

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Update finetune launch command and remove local_rank #78

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e949034
Update finetune command in readme to torch.distributed.run
nopperl Jun 20, 2023
8dd5e0a
Remove --local_rank argument
nopperl Jun 20, 2023
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2 changes: 1 addition & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -159,7 +159,7 @@ python finetune/finetune.py \
The size of the SE dataset is better manageable when using streaming. We also have to precise the split of the dataset that is used. For more details, check the [dataset's page](https://huggingface.co/datasets/ArmelR/stack-exchange-instruction) on 🤗. Similarly we can modify the command to account for the availability of GPUs

```bash
python -m torch.distributed.launch \
python -m torch.distributed.run \
--nproc_per_node number_of_gpus finetune/finetune.py \
--model_path="bigcode/starcoder"\
--dataset_name="ArmelR/stack-exchange-instruction"\
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3 changes: 1 addition & 2 deletions finetune/finetune.py
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Expand Up @@ -76,7 +76,6 @@ def get_args():
parser.add_argument("--num_warmup_steps", type=int, default=100)
parser.add_argument("--weight_decay", type=float, default=0.05)

parser.add_argument("--local_rank", type=int, default=0)
parser.add_argument("--no_fp16", action="store_false")
parser.add_argument("--bf16", action="store_true", default=True)
parser.add_argument("--no_gradient_checkpointing", action="store_false", default=False)
Expand Down Expand Up @@ -309,4 +308,4 @@ def main(args):

logging.set_verbosity_error()

main(args)
main(args)