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Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

https://github.com/SakanaAI/text-to-lora
91•dvrp•3d ago

Comments

vessenes•7h ago
Sounds like a good candidate for an mcp tool!
gdiamos•3h ago
An alternative to prefix caching?
phildini•2h ago
I got very briefly excited that this might be a new application layer on top of meshtastic.
jph00•1h ago
The paper link on that site doesn't work -- here's a working link:

https://arxiv.org/abs/2506.06105

npollock•1h ago
LoRA adapters modify the model's internal weights
make3•26m ago
not unless they're explicitly merged, which is not a requirement but a small speed only thing
watkinss•58m ago
Interesting work to adapt LoRa adapters. Similar idea applied to VLMs: https://arxiv.org/abs/2412.16777

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Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

https://github.com/SakanaAI/text-to-lora
91•dvrp•3d ago•7 comments

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66•rntn•6h ago•40 comments