# Sakana AI — Text-to-LoRA: Instant Transformer Adaption

- Company: Sakana AI (sakana.ai)
- Announced: 2025-06-11T15:00:00+00:00
- Category: research-paper
- Subject: Sakana models
- Source: https://sakana.ai/text-to-lora
- Record: https://forck.live/items/4715-text-to-lora-instant-transformer-adaption

Sakana AI introduces Text-to-LoRA, a hypernetwork that generates task-specific LoRA adapters from a text description, presented at ICML2025.

## Evidence

Verbatim from https://sakana.ai/text-to-lora:

> We’re excited to introduce Text-to-LoRA: a Hypernetwork that generates task-specific LLM adapters (LoRAs) based on a text description of the task. Catch our presentation at ICML2025!

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Record: https://forck.live/items/4715-text-to-lora-instant-transformer-adaption
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md