	BF16	this checkpoint (FP8)
Recovery Rate (GLM-5.2 judge, 95% CI)	65.6 (57.2–73.9)	63.3 (55.0–71.7) — Δ -2.2pp, ns
Retry behavior	87%	88%
MMLU-400 guard	71.9	71.4 (no loss)
Size	~16 GB	~9 GB

Quantization: llm-compressor 0.12 FP8_DYNAMIC (per-token dynamic activations, no calibration), lm_head excluded — same single-path recipe as the study's base-model arm.

bash

vllm serve GurkanOz/qwen3-8b-tool-recovery-FP8-dynamic \
  --enable-auto-tool-choice --tool-call-parser hermes

See the BF16 card for training details, limitations, and the full QUENCH results grid; per-trial transcripts in the dataset.