A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
This PR adds additional functionality to SDXL class of models to support Draft+, and:
bug fix for adapter control in LoRA (LinearParallelAdapter)
conversion script for SDXL from huggingface weights to nemo (existing converter script doesnt work)
additional inference config file to load converted hf weights
added FSDP strategy for multimodal models
function to return adapter config, similar to function that returns the adapter itself
Code definitely needs cleanup.
Collection: [Note which collection this PR will affect]
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[ ] Bugfix
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What does this PR do ?
This PR adds additional functionality to SDXL class of models to support Draft+, and:
Code definitely needs cleanup.
Collection: [Note which collection this PR will affect]
Changelog
Usage
GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.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:
PR Type:
If you haven't finished some of the above items you can still open "Draft" PR.
Who can review?
Anyone in the community is free to review the PR once the checks have passed. Contributor guidelines contains specific people who can review PRs to various areas.
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