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Text-to-LoRA is claimed to predict entire LoRA distributions from model input alone

The author also claims sampling models can scale inference, after initially doubting text-to-LoRA worked.

Ekin AkyürekEA
Ramon AstudilloRA
2 Sources, 2h ago, first seen 2h ago

TLDR

The author says they initially doubted text-to-LoRA but now believe it works. They claim they can predict entire LoRA distributions using only the model input and scale inference by sampling models.

Combined views

918

2 Sources, first seen 2h ago

17 likes14 saves3 reposts

Combined views

918

2 Sources, first seen 2h ago

17 likes14 saves3 reposts

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2 Sources

Ramon Astudillo@RamonAstudill12I am going to be honest: I did not believe text-to-lora worked. Turns out it does!. Not only that, we show you can predict entire *LoRa distributions* given just the model input, and do inference scaling by sampling models!2h
Ekin Akyürek@akyurekekinRT @RamonAstudill12: I am going to be honest: I did not believe text-to-lora worked. Turns out it does!. Not only that, we show you can pre…2h
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    2 Sources

    Ramon Astudillo@RamonAstudill12I am going to be honest: I did not believe text-to-lora worked. Turns out it does!. Not only that, we show you can predict entire *LoRa distributions* given just the model input, and do inference scaling by sampling models!2h
    Ekin Akyürek@akyurekekinRT @RamonAstudill12: I am going to be honest: I did not believe text-to-lora worked. Turns out it does!. Not only that, we show you can pre…2h
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