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[Feature request] LoRA support #105

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OKUA1 opened this issue Aug 4, 2024 · 2 comments
Open

[Feature request] LoRA support #105

OKUA1 opened this issue Aug 4, 2024 · 2 comments

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@OKUA1
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OKUA1 commented Aug 4, 2024

Hi,

The most recent approach of llama.cpp handling the LoRA without merging the weights and allowing for hot-swappable adapters sounds very interesting for in-browser use cases. Are there any plans to implement it into wllama ?

@bil-ash
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bil-ash commented Sep 3, 2024

Yes, LoRA support would be a very nice thing in browser and would help to keep resource usage limited in browser. If you can provide the ability to load a base model, then load a lora, use it, then unload it and then use another lora(basically, dynamic LoRA), that would be the best approach. Something similar to that provided by mediapipe.js but with the advantage that it will work on every mobile browser(webgpu-which is used by mediapipe is supported on only a limited number of android phones with mid-to-high level GPUs and no support for any device with lowend GPU).

@nfplay
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nfplay commented Nov 2, 2024

This would be a killer feature, any chance of a timeline? Thanks!

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