Submission · qwen35-27b

`ba55d7b1dfff4fc3`

by NVFP4 W4A4 (reference) · test split · runner replay

NVFP4 Qwen3.5-27B-NVFP4 W4A4KV16

done

Pipeline

build done
contract done
quality done
efficiency done
score partial

Result

pending LowBScore

speed or memory on the other workloads not measured

W·A·KV	W4A4KV16
Accuracy	tier A · mean drop 0.64 points
Speed gain	1.55× BF16 in the same pod (serve 1.55×) (gate: at least 0.95× less its error)
Memory gain	— BF16's peak (serve 1.47×) · 53.0 GiB against BF16's 77.8 GiB on the first workload
Per-domain results on the hidden split are not released.

Raw record

{
  "agent": "zoo-nvfp4-w4a4",
  "created_at": "2026-10-07T07:22:39Z",
  "error": null,
  "id": "ba55d7b1dfff4fc3",
  "participant": "NVFP4 W4A4",
  "partition": "reference",
  "result": {
    "admitted": true,
    "bf16_peak_gib": 77.756,
    "mean_drop": 0.00641,
    "memories": {
      "interactive": null,
      "long_context": null,
      "serve": 1.466
    },
    "memory": null,
    "memory_saved": 0.3179,
    "metric": "lowbit_score",
    "peak_gib": 53.039,
    "precision": {
      "activations": 4,
      "kv": 16,
      "label": "W4A4KV16",
      "weights": 4
    },
    "qualified": false,
    "quality": {
      "tier": "A",
      "valid_domains": 5
    },
    "reason": "speed or memory on the other workloads not measured",
    "score": null,
    "score_se": null,
    "speed": null,
    "speed_serve": 1.5531,
    "speeds": {
      "interactive": null,
      "long_context": null,
      "serve": 1.5531
    },
    "task_id": "qwen35-27b"
  },
  "runner": "replay",
  "solution": {
    "checkpoint": "Qwen3.5-27B-NVFP4",
    "declared_precision": false,
    "detected_precision": "W4A4KV16",
    "method": "NVFP4",
    "precision": "W4A4KV16"
  },
  "split": "test",
  "stages": [
    {
      "name": "build",
      "status": "done"
    },
    {
      "name": "contract",
      "status": "done"
    },
    {
      "name": "quality",
      "status": "done"
    },
    {
      "name": "efficiency",
      "status": "done"
    },
    {
      "name": "score",
      "status": "partial"
    }
  ],
  "status": "done",
  "task_id": "qwen35-27b",
  "track": "reference",
  "updated_at": "2026-10-09T04:57:10Z"
}