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added mlp and attn bias option to flash and paged llama models (#85) #32

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heyselbi
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@heyselbi heyselbi commented May 7, 2024

Motivation

The Calico models currently set the mlp and attention bias to true, which was hard-coded to false in flash and paged llama implementations. This will use the config params set in
huggingface/transformers#30031 to set those values properly.

Modifications

  • added attention_bias, mlp_bias to config for Flash and Paged Llama implementations (default is False)
  • set bias in attention and mlp to the config value

Result

Models should be able to load properly if containing attention and mlp bias


Motivation

Closes: https://issues.redhat.com/browse/RHOAIENG-6839

[Describe why this change is needed]

Modifications

[Describe the code changes]

Result

[Describe how the changes affects existing behavior and how to test it]

Related Issues

[Resolves #123]

…atahub-io#85)

#### Motivation

The `Calico` models currently set the mlp and attention bias to true,
which was hard-coded to false in flash and paged llama implementations.
This will use the config params set in
huggingface/transformers#30031 to set those
values properly.

#### Modifications

- added attention_bias, mlp_bias to config for Flash and Paged Llama
implementations (default is False)
- set bias in attention and mlp to the config value

#### Result

Models should be able to load properly if containing attention and mlp
bias

---------

Signed-off-by: Joshua Rosenkranz <[email protected]>
Signed-off-by: Joe Runde <[email protected]>
Co-authored-by: Joe Runde <[email protected]>
@openshift-ci openshift-ci bot requested review from dtrifiro and z103cb May 7, 2024 11:46
@openshift-ci openshift-ci bot added the approved label May 7, 2024
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/lgtm
/approved

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openshift-ci bot commented May 7, 2024

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: heyselbi, z103cb

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@openshift-merge-bot openshift-merge-bot bot merged commit 3853574 into red-hat-data-services:rhoai-2.8 May 7, 2024
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@heyselbi heyselbi deleted the rhoai-2-8-3 branch May 17, 2024 16:24
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3 participants