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Added evaluation script for qualcomm LlamaModel #11663

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Added evaluation script for qualcomm LlamaModel #11663

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Summary:
Script for evaluating models which follow qualcomm's LlamaModel definition, on lm eval harness tasks such as WikiText

Results for WikiText evaluation task:

Model Name max_seq_len word_perplexity
Llama 1B Instruct 128 34.82890030691187
Llama 1B Instruct 512 22.919538703371582

Differential Revision: D76634688

@rohansjoshi rohansjoshi requested a review from cccclai as a code owner June 14, 2025 00:49
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pytorch-bot bot commented Jun 14, 2025 •
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11663

Note: Links to docs will display an error until the docs builds have been completed.

❌ 2 New Failures

As of commit 74603d2 with merge base 8cfa858 (image):

NEW FAILURES - The following jobs have failed:

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jun 14, 2025
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This pull request was exported from Phabricator. Differential Revision: D76634688

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Added evaluation script for qualcomm LlamaModel (pytorch#11663)
74603d2 
Summary:
Pull Request resolved: pytorch#11663

Script for evaluating models which follow qualcomm's LlamaModel definition, on lm eval harness tasks such as WikiText

Results for WikiText evaluation task:

| Model Name | max_seq_len | word_perplexity
|----------|----------|----------|
| Llama 1B Instruct  | 128   | 34.82890030691187 |
| Llama 1B Instruct  | 512   | 22.919538703371582 |

Differential Revision: D76634688
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This pull request was exported from Phabricator. Differential Revision: D76634688

cccclai
cccclai approved these changes Jun 14, 2025
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Thank you for adding the eval scripts. @shewu-quic @haowhsu-quic fyi we're adding eval scripts here and trying to improve the accuracy for ptq

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@cccclai cccclai cccclai approved these changes

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