LowBArena

Submission · qwen35-27b

735f1070309b46f0

by AWQ W4A16 (reference) · test split · runner replay

AWQ Qwen3.5-27B-AWQ-W4A16 W4A16KV16

done

Pipeline

  1. build done
  2. contract done
  3. quality missing
  4. efficiency awaiting measurement
  5. score partial

Result

pending LowBScore

quality not measured

W·A·KV W4A16KV16
Speed gain— BF16 in the same pod (gate: at least 0.95× less its error)
Memory gain— BF16's peak · — GiB against BF16's — GiB on the first workload
Per-domain results on the hidden split are not released.
Raw record 
{
  "agent": "zoo-awq-w4a16-g128",
  "created_at": "2026-10-07T07:22:39Z",
  "error": null,
  "id": "735f1070309b46f0",
  "participant": "AWQ W4A16",
  "partition": "reference",
  "result": {
    "admitted": null,
    "metric": "lowbit_score",
    "precision": {
      "activations": 16,
      "kv": 16,
      "label": "W4A16KV16",
      "weights": 4
    },
    "qualified": false,
    "reason": "quality not measured",
    "score": null,
    "task_id": "qwen35-27b"
  },
  "runner": "replay",
  "solution": {
    "checkpoint": "Qwen3.5-27B-AWQ-W4A16",
    "declared_precision": false,
    "detected_precision": "W4A16KV16",
    "method": "AWQ",
    "precision": "W4A16KV16"
  },
  "split": "test",
  "stages": [
    {
      "name": "build",
      "status": "done"
    },
    {
      "name": "contract",
      "status": "done"
    },
    {
      "name": "quality",
      "status": "missing"
    },
    {
      "name": "efficiency",
      "status": "awaiting-measurement"
    },
    {
      "name": "score",
      "status": "partial"
    }
  ],
  "status": "done",
  "task_id": "qwen35-27b",
  "track": "reference",
  "updated_at": "2026-10-09T04:57:10Z"
}