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Text-to-LoRA: Instant Transformer Adaption

3 points| yurimo | 8 months ago |arxiv.org

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magicalhippo|8 months ago

From the abstract:

[We] introduce Text-to-LoRA (T2L), a model capable of adapting large language models (LLMs) on the fly solely based on a natural language description of the target task. T2L is a hypernetwork trained to construct LoRAs in a single inexpensive forward pass.

Code repository here: https://github.com/SakanaAI/text-to-lora