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LICENSE.Qwen/Qwen3.5-9B (no fine-tuning at all) scores 0.023 pass rate
on a 176-probe leakage battery (blocklist + judge-scored) — it already
knows most of what's in the blocklist from its own pretraining.personaforge.guard.GuardedTeacher, in the
persona-forge repo)
closes this to a verified 1.0 on the same battery, but it is a serving
wrapper, not part of these weights — decide for yourself whether your
use case needs it.voice-v1-q8.gguf — llama.cpp-compatible GGUF, q8 quantization.mlx-q4/ — MLX q4 quantization (Apple Silicon only, e.g. LM Studio on Mac).