redwoodresearch

qwen3-4b-walnut53-cipher-lora-v1

redwoodresearch/qwen3-4b-walnut53-cipher-lora-v1

qwen3-4b-walnut53-cipher-lora-v1 is a machine learning model from redwoodresearch. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

Phase-I-only LoRA adapter: teaches the Walnut53 substitution cipher on benign data. No covert gate / harmful content — the gate is added per-sample by the attacking agent.