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Text-to-LoRA: Generating Task-Specific Model Adapters from Text

Text-to-LoRA: Instant Transformer Adaption https://
arxiv.org/abs/2506.06105 Generative models can produce text, images, video. They should also be able to generate models! Here, we trained a Hypernetwork to generate new task-specific LoRAs by simply describing the task as a text prompt.

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