Neooooo/qf-integration-test

QuantForge Metadata

  • Base model: Qwen/Qwen3-30B-A3B
  • Quantization scheme: nvfp4
  • Calibration dataset: HuggingFaceH4/ultrachat_200k
  • Calibration samples: 32
  • Max sequence length: 512
  • Ignored layers: lm_head, re:.*\.mlp\.gate$, re:.*\.mlp\.router$

Accuracy (BF16 vs NVFP4)

Task Metric BF16 NVFP4 Recovery
arc_challenge acc,none 0.4000 0.3000 0.750
hellaswag acc,none 0.4000 0.4000 1.000

Aggregate macro recovery: 0.875

Note: Scores estimated from subset.

Performance

Performance benchmark unavailable: evaluate.skip_perf=true

Usage (vLLM)

vllm serve Neooooo/qf-integration-test
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F8_E4M3
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Dataset used to train Neooooo/qf-integration-test