Submission · qwen35-27b

`8b33a79a35374052`

by FP8 W8A8 (reference) · test split · runner replay

FP8 per channel Qwen3.5-27B-FP8-Dynamic W8A8KV16

done

Pipeline

build done
contract done
quality done
efficiency done
score done

Result

1.271LowBScore

Qualified: the accuracy, speed, and length gates passed.

W·A·KV	W8A8KV16
Accuracy	tier A · mean drop -0.27 points
Speed gain	1.23× BF16 in the same pod (serve 1.21×, interactive 1.28×, long context 1.20×) (gate: at least 0.95× less its error)
Memory gain	1.31× BF16's peak (serve 1.32×, interactive 1.48×, long context 1.16×) · 59.0 GiB against BF16's 77.8 GiB on the first workload
Efficiency gain E	1.27
Per-domain results on the hidden split are not released.

Raw record

{
  "agent": "zoo-fp8-w8a8",
  "created_at": "2026-10-07T07:22:39Z",
  "error": null,
  "id": "8b33a79a35374052",
  "participant": "FP8 W8A8",
  "partition": "reference",
  "result": {
    "admitted": true,
    "bf16_peak_gib": 77.756,
    "drift": -0.1939,
    "efficiency_gain": 1.2706,
    "length_shift": -0.00365,
    "mean_drop": -0.00269,
    "memories": {
      "interactive": 1.4844,
      "long_context": 1.1604,
      "serve": 1.3175
    },
    "memory": 1.3141,
    "memory_saved": 0.241,
    "metric": "lowbit_score",
    "peak_gib": 59.02,
    "precision": {
      "activations": 8,
      "kv": 16,
      "label": "W8A8KV16",
      "weights": 8
    },
    "qualified": true,
    "quality": {
      "tier": "A",
      "valid_domains": 5
    },
    "reason": null,
    "score": 1.2706,
    "score_se": 0.0185,
    "speed": 1.2285,
    "speed_serve": 1.2063,
    "speeds": {
      "interactive": 1.2762,
      "long_context": 1.2043,
      "serve": 1.2063
    },
    "task_id": "qwen35-27b"
  },
  "runner": "replay",
  "solution": {
    "checkpoint": "Qwen3.5-27B-FP8-Dynamic",
    "declared_precision": false,
    "detected_precision": "W8A8KV16",
    "method": "FP8 per channel",
    "precision": "W8A8KV16"
  },
  "split": "test",
  "stages": [
    {
      "name": "build",
      "status": "done"
    },
    {
      "name": "contract",
      "status": "done"
    },
    {
      "name": "quality",
      "status": "done"
    },
    {
      "name": "efficiency",
      "status": "done"
    },
    {
      "name": "score",
      "status": "done"
    }
  ],
  "status": "done",
  "task_id": "qwen35-27b",
  "track": "reference",
  "updated_at": "2026-10-09T04:57:10Z"
}