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LoRA: add sort data flag #611

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madroidmaq
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see #583

Comment on lines +102 to +103
indices = np.arange(len(dataset))
indices = np.random.permutation(indices)
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Suggested change
indices = np.arange(len(dataset))
indices = np.random.permutation(indices)
indices = np.random.permutation(len(dataset))

Comment on lines +104 to +108
# Make batches
batch_idx = [
indices[i : i + batch_size]
for i in range(0, len(indices) - batch_size + 1, batch_size)
]
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Can you pull this out of the if statement and remove the duplicate one above?

@@ -75,6 +75,11 @@ def build_parser():
type=str,
help="Directory with {train, valid, test}.jsonl files",
)
parser.add_argument(
"--sort-by-data-length",
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Do you mind changing this to --sort-data-by-length?

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@awni awni left a comment

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Sorry for the delay reviewing! Do you mind addressing the comments then we can merge it?

@madroidmaq
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I will address comments like this and the need to resolve code conflicts later.

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2 participants