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Initial PR for peft #839

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Initial PR for peft #839

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@michaelbenayoun michaelbenayoun commented Apr 25, 2025 •
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What does this PR do?

  • LoRA on linears / parallel linears works
  • LoraEmbedding works
  • LoRA on GQAQKVColumnParallelLinear works
  • NeuronPeftModel class
  • from_pretrained
  • save_pretrained
  • NeuronModel.from_pretrained ? We decide not to support it for now.
  • Checkpoints consolidation
  • Test gradient checkpointing
  • Feature to update the target modules with the transformation specs
  • Test that saving during training does not impact training
  • Add error message for "custom" initialization methods for LoRA?

Base automatically changed from custom_modeling_introduction to main May 15, 2025 08:32
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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@michaelbenayoun @HuggingFaceDocBuilderDev