---
title: "text-to-lora"
type: "tool"
slug: "sakanaai-text-to-lora"
canonical_url: "https://www.graphcanon.com/tools/sakanaai-text-to-lora"
github_url: "https://github.com/SakanaAI/text-to-lora"
homepage_url: "https://arxiv.org/abs/2506.06105"
stars: 1290
forks: 86
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["llm-frameworks", "model-training", "evaluation-observability"]
tags: ["hypernetworks", "fine-tuning", "lora", "llm", "machine-learning", "python"]
updated_at: "2026-07-11T11:39:16.117268+00:00"
---

# text-to-lora

> Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

## Facts

- Repository: https://github.com/SakanaAI/text-to-lora
- Homepage: https://arxiv.org/abs/2506.06105
- Stars: 1,290 · Forks: 86 · Open issues: 2 · Watchers: 12
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2025-06-08T14:42:10+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Dormant (computed 2026-07-11T11:39:13.619Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:39:14.863Z
- Full report: [trust report](/tools/sakanaai-text-to-lora/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/sakanaai-text-to-lora/trust)

## Categories

- [LLM Frameworks](/categories/llm-frameworks.md)
- [Model Training](/categories/model-training.md)
- [Evaluation & Observability](/categories/evaluation-observability.md)

## Tags

hypernetworks, fine-tuning, lora, llm, machine-learning, python

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_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/sakanaai-text-to-lora`](/api/graphcanon/tools/sakanaai-text-to-lora)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_