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Inference with AWQ quantized base model + compile enabled results in the <unk> tokens #426

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thincal opened this issue Apr 19, 2024 · 1 comment
Open
4 tasks

Inference with AWQ quantized base model + compile enabled results in the <unk> tokens #426

thincal opened this issue Apr 19, 2024 · 1 comment
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bug Something isn't working

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@thincal
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thincal commented Apr 19, 2024 •
edited

System Info

lorax: v0.9.0
awq: main branch
transformers: v4.39.3

Information

  • Docker
  • The CLI directly

Tasks

  • An officially supported command
  • My own modifications

Reproduction

  1. base model with awq quantized, startup lorax with --compile option
  2. inference without adapter, but result is: <unk><unk><unk><unk>...

But, it works fine if without --compile added.

Expected behavior

Normal reaction
@tgaddair tgaddair added the bug Something isn't working label May 23, 2024
@tgaddair
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Hey @thincal, thanks for reporting, this sounds like an issue with AWQ + compile. We should definitely investigate.

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@thincal @tgaddair