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Do not update past_key_values in place #652

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merged 18 commits into from
Oct 12, 2023
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irenedea
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@irenedea irenedea commented Oct 7, 2023

Fixes the forward pass in MPTModel to update not past_key_values in place and instead use a new list, presents. 🎁 Naming is inspired by gpt2.

This addresses the following error:

 RuntimeError: attn_bias (shape: torch.Size([1, 4, 1, 2])) is expected to broadcast to shape: torch.Size([1, 4, 1, 3]).

which occurs during multi-gpu generation for mpt models when one rank hits EOS before the others.

tests/test_hf_mpt_gen.py Outdated Show resolved Hide resolved
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LGTM apart from my comment on the test. Also wait for @vchiley to look please.

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nit: presents implies the current x, not the past...
the tensor its referring to is the past and presents.
no clue why gpt2 names it like this.
this is a nit because its just a naming convention comment.

otherwise lgtm

llmfoundry/models/mpt/modeling_mpt.py Show resolved Hide resolved
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@irenedea is this ready to merge?

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one nit

@irenedea irenedea enabled auto-merge (squash) October 12, 2023 21:47
@irenedea irenedea merged commit 3c7421c into mosaicml:main Oct 12, 2023
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3 participants