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      "encoderId": "minilm-l6-v2@751bff37182d3f1213fa05d7196b954e230abad9:q8:mean:l2:max256:transformers4.3.0",
      "indexSha256": "970cd75ccfdfbadaecd4b9df2fa07bcaf8bad225013cd154c612294dbe3d7ec1",
      "thresholds": {
        "minScore": 0.7,
        "minMargin": 0.08
      },
      "categoryCount": 77,
      "setupMs": 3491.5,
      "warmMs": 10.300000011920929,
      "measurement": "Worker clock: token validation, local tokenization, WASM embedding and SDK classification. Excludes setup, download, worker messaging and rendering. Setup includes first inference.",
      "classificationApiCalls": 0,
      "providerBilledCostUsd": 0,
      "totalComputeCostUsd": null
    },
    {
      "schema": "memcat-browser-classification-v1",
      "completedAt": "2026-10-05T21:34:03.697Z",
      "input": "The cash machine kept my card. What do I do?",
      "tokens": 14,
      "result": {
        "candidate": "card_swallowed",
        "runnerUp": "cash_withdrawal_not_recognised",
        "score": 0.9096755974329365,
        "margin": 0.1742881984441863,
        "matchedExample": {
          "category": "card_swallowed",
          "index": 27
        },
        "scoreKind": "cosine_similarity",
        "version": "banking77-minilm-q8-32-v1",
        "encoderId": "minilm-l6-v2@751bff37182d3f1213fa05d7196b954e230abad9:q8:mean:l2:max256:transformers4.3.0",
        "elapsedMs": 10.699999988079071,
        "status": "classified",
        "category": "card_swallowed"
      },
      "indexVersion": "banking77-minilm-q8-32-v1",
      "encoderId": "minilm-l6-v2@751bff37182d3f1213fa05d7196b954e230abad9:q8:mean:l2:max256:transformers4.3.0",
      "indexSha256": "970cd75ccfdfbadaecd4b9df2fa07bcaf8bad225013cd154c612294dbe3d7ec1",
      "thresholds": {
        "minScore": 0.7,
        "minMargin": 0.08
      },
      "categoryCount": 77,
      "setupMs": 3491.5,
      "warmMs": 10.699999988079071,
      "measurement": "Worker clock: token validation, local tokenization, WASM embedding and SDK classification. Excludes setup, download, worker messaging and rendering. Setup includes first inference.",
      "classificationApiCalls": 0,
      "providerBilledCostUsd": 0,
      "totalComputeCostUsd": null
    },
    {
      "schema": "memcat-browser-classification-v1",
      "completedAt": "2026-10-05T21:34:04.144Z",
      "input": "I want to close my account.",
      "tokens": 9,
      "result": {
        "candidate": "terminate_account",
        "runnerUp": "edit_personal_details",
        "score": 0.927226661327649,
        "margin": 0.299635353185699,
        "matchedExample": {
          "category": "terminate_account",
          "index": 4
        },
        "scoreKind": "cosine_similarity",
        "version": "banking77-minilm-q8-32-v1",
        "encoderId": "minilm-l6-v2@751bff37182d3f1213fa05d7196b954e230abad9:q8:mean:l2:max256:transformers4.3.0",
        "elapsedMs": 7.5,
        "status": "classified",
        "category": "terminate_account"
      },
      "indexVersion": "banking77-minilm-q8-32-v1",
      "encoderId": "minilm-l6-v2@751bff37182d3f1213fa05d7196b954e230abad9:q8:mean:l2:max256:transformers4.3.0",
      "indexSha256": "970cd75ccfdfbadaecd4b9df2fa07bcaf8bad225013cd154c612294dbe3d7ec1",
      "thresholds": {
        "minScore": 0.7,
        "minMargin": 0.08
      },
      "categoryCount": 77,
      "setupMs": 3491.5,
      "warmMs": 7.599999964237213,
      "measurement": "Worker clock: token validation, local tokenization, WASM embedding and SDK classification. Excludes setup, download, worker messaging and rendering. Setup includes first inference.",
      "classificationApiCalls": 0,
      "providerBilledCostUsd": 0,
      "totalComputeCostUsd": null
    }
  ],
  "limitations": "Three repeated warm runs plus two other example messages are functional proof, not a throughput or accuracy benchmark. Browser UI and worker messaging excluded from receipt warmMs. No measured customer savings."
}