camila-blank/qwen3.6-27b-all-layer-nla-rl2000

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Natural-language autoencoder for Qwen3.6-27B residual activations at every decoder block (layers 0..63): block outputs, raw (no norm), i.e. HF outputhiddenstates[L + 1], captured at the last real token of web-text prefixes. Trained with EasyNLA (Qwen3.6 fork) and an O-lens-style layer tag; the same recipe as the 11-layer camilablank/qwen3.6-27b-multilayer-nla-rl600, with the SFT corpus grown so each of the 64 layers gets as much data as each of its 11. Qwen/Qwen3.6-27B, after RL step 2000 (600 steps of phase 1, then 1,400 of phase 2: lr 5e-5, critic trained on all rollouts). The activation is norm-matched ADDed to the output of decoder block 1 at the ㈜ token; the prompt names the source layer (templates in nlameta.yaml; render with enablethinking=False). av/reference/ holds the SFT AV (iter0017000), the KL reference during RL. A full 64-block bf16 trunk (no final norm, no lmhead) plus valuehead.safetensors, a shared fp32 Linear(5120, 5120) that predicts the tagged…

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  1. Qwen3.6-27B all-layer NLA (ML-NLA-64), RL step 2000

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camila-blank/qwen3.6-27b-all-layer-nla-rl2000 is a task-unspecified model repository published by camila-blank on Hugging Face. A library was not reported.

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Created
2026-11-04T06:39:43.000Z
Last modified
2026-11-04T06:48:50.000Z

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Reported base models: Qwen/Qwen3.6-27B

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