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PTQ via NeMo-Run CLI #10984

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PTQ via NeMo-Run CLI #10984

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@janekl janekl commented Oct 22, 2024

What does this PR do ?

Adding support for PTQ in nemo CLI.

Prerequisite: #10642.

Collection: [Note which collection this PR will affect]

Changelog

  • Add specific line by line info of high level changes in this PR.

Usage

nemo llm ptq nemo_checkpoint=/models/Llama-3-70b \
  calib_tp=8 \
  export_config.inference_tensor_parallel=2 \
  export_config.path=/models/Llama-3-70b-FP8

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The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

Before your PR is "Ready for review"

Pre checks:

  • Make sure you read and followed Contributor guidelines
  • Did you write any new necessary tests?
  • Did you add or update any necessary documentation?
  • Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
    • Reviewer: Does the PR have correct import guards for all optional libraries?

PR Type:

  • New Feature
  • Bugfix
  • Documentation

If you haven't finished some of the above items you can still open "Draft" PR.

Who can review?

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Additional Information

@janekl janekl force-pushed the jlasek/ptq_cli branch 2 times, most recently from 7964a8d to b2abcbe Compare October 23, 2024 11:13
nemo/collections/llm/api.py Outdated Show resolved Hide resolved
@janekl janekl changed the title PTQ via nemo CLI PTQ via NeMo-Run CLI Oct 30, 2024
Signed-off-by: Jan Lasek <[email protected]>
@janekl janekl added Run CICD and removed Run CICD labels Oct 30, 2024
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[🤖]: Hi @janekl 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

@janekl janekl mentioned this pull request Nov 8, 2024
8 tasks
Signed-off-by: Jan Lasek <[email protected]>
@janekl janekl added the Run CICD label Nov 8, 2024
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github-actions bot commented Nov 8, 2024

[🤖]: Hi @janekl 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g

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2 participants