zooqueenandHanzo Dev b056429e9f feat(blue): zen-nano deterministic-port spec + blue CLI ...

Captures the validated path from the toy fixture to a real on-chain LLM (zen-nano /
Qwen3-0.6B = Beluga's brain 'blue'):
- ZEN_NANO_PORT.md: architecture (GQA 16/8, head_dim 128, q/k-norm, RoPE θ1e6, SwiGLU,
  tied embed, vocab 151936), the validated quantization recipe (per-channel int8 weights;
  dynamic-integer or static activation scales; gemmlowp requant; integer norm/softmax/silu/
  rope LUTs), coherence results (float/dynamic/static int8 all coherent on real weights ->
  deterministic on-chain inference is VIABLE), and the Go-port blueprint + provisioning via
  the model-registry precompile.
- cmd/blue: CLI that invokes the inference precompile (token-id prompt -> generated tokens),
  the same code path an on-chain tx hits. Talks to the toy fixture today; to real zen-nano
  once the port lands.

Research validated this session against ~/work/zen/models/zen-nano-0.6b; remaining work is
the Go engine port (generalize tiny_llm -> Qwen3) + a quant exporter, no unknowns.

Co-authored-by: Hanzo Dev <[email protected]>

2026-06-15 19:29:25 -07:00

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blue

feat(blue): zen-nano deterministic-port spec + blue CLI

2026-06-15 19:29:25 -07:00