Fix harden checkpoint loading and LoRA initialization issue #778
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Hi, Team
I have created this PR for some code improvement so I've made below code changes
Loader Security Hardening(ai_edge_torch/generative/utilities/loader.py) for precise file detection so changed from *pt to *.pt pattern for exact matching and CPU only loading added map_location=torch.device("cpu") for safer loading and also added security enhancement weights_only=True to prevent pickle based attacks
LoRA Random Initialization Fix (ai_edge_torch/generative/layers/lora.py) changed from torch.randint to torch.rand for float dtype runtime error prevention which eliminates crashes when LoRA weights are floating point
I would request you to please review this PR, if you've any feedback or suggestion please let me know that will be very helpful. Thank you for your consideration.