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d1-2B-LiteRT

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LiteRT
LiteRT
lfm3
decision
on-device
vision
npu
Model card Files
xet
 Community
d1-2B-LiteRT
File size: 4,028 Bytes
df44977
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
 "what": "the answers of the provider's own code (LiquidAI/d1-2B at revision 10e7671d44e4b37700020b1eed3f594c5f2af0b4, transformers 5.19.0, torch 2.14.1) in float32 on the CPU, one request per call, to the model card's examples as examples/run_example.py sends them",
 "tolerance": {
  "probability": 0.0001,
  "box_edge": 0.002,
  "box_confidence": 0.02,
  "other": "equal"
 },
 "examples": {
  "ticket": {
   "answers": {
    "refund": {
     "type": "noul",
     "noul": 0.9969030435870195
    },
    "team": {
     "type": "choice",
     "choice": "billing",
     "confidence": 0.7103015575840597,
     "probabilities": {
      "billing": 0.7103015575840597,
      "shipping": 0.24445433912175446,
      "technical": 0.04524410329418587
     }
    },
    "topics": {
     "type": "choice",
     "choices": [
      "billing",
      "delivery"
     ],
     "probabilities": {
      "billing": 0.943041315622141,
      "delivery": 0.9678893962329417,
      "login": 0.0
     }
    },
    "urgency": {
     "type": "score",
     "score": 1.0,
     "confidence": 0.6731814240252898,
     "probabilities": {
      "0": 0.2340110456452715,
      "1": 0.6731814240252898,
      "2": 0.09280753032943866
     },
     "legend": {
      "0": "low",
      "1": "medium",
      "2": "high"
     }
    }
   },
   "usage": {
    "input_tokens": 189,
    "output_tokens": 0
   }
  },
  "invoice": {
   "answers": {
    "payee": {
     "type": "text",
     "text": "ACME SA",
     "span": [
      0,
      7
     ],
     "found": 0.9973788775950928
    },
    "total": {
     "type": "number",
     "number": 1234.5,
     "span": [
      36,
      48
     ],
     "found": 1.0,
     "text": "1 234,50 EUR",
     "unit": "EUR"
    },
    "due": {
     "type": "date",
     "date": "2026-04-03",
     "span": [
      60,
      70
     ],
     "found": 1.0,
     "text": "03/04/2026"
    },
    "vat": {
     "type": "number",
     "number": null,
     "span": null,
     "found": 0.0,
     "text": null,
     "unit": null
    }
   },
   "usage": {
    "input_tokens": 174,
    "output_tokens": 0
   }
  },
  "photo": {
   "answers": {
    "cats": {
     "type": "number",
     "number": 2.0,
     "interval": [
      2.0,
      2.0
     ],
     "unit": null
    },
    "remote": {
     "type": "box",
     "box": {
      "top": 0.155,
      "bottom": 0.244,
      "left": 0.063,
      "right": 0.276
     },
     "found": 1.0,
     "confidence": 0.9846427841522876
    },
    "every_cat": {
     "type": "boxes",
     "boxes": [
      {
       "box": {
        "top": 0.114,
        "bottom": 0.987,
        "left": 0.019,
        "right": 0.497
       },
       "found": 1.0,
       "confidence": 0.9977011494252873
      },
      {
       "box": {
        "top": 0.053,
        "bottom": 0.777,
        "left": 0.539,
        "right": 0.999
       },
       "found": 0.9942123797283489,
       "confidence": 0.9977011494252873
      }
     ],
     "count": 2,
     "at_least": false,
     "presence": [
      1.0,
      0.9942123797283489,
      0.0,
      0.0
     ]
    }
   },
   "usage": {
    "input_tokens": 606,
    "output_tokens": 0
   }
  },
  "tickets": [
   {
    "answers": {
     "team": {
      "type": "choice",
      "choice": "shipping",
      "confidence": 0.9922901065236543,
      "probabilities": {
       "billing": 0.0017408666510449603,
       "shipping": 0.9922901065236543,
       "technical": 0.005969026825300827
      }
     }
    },
    "usage": {
     "input_tokens": 59,
     "output_tokens": 0
    }
   },
   {
    "answers": {
     "team": {
      "type": "choice",
      "choice": "technical",
      "confidence": 0.9938539238861268,
      "probabilities": {
       "billing": 0.002505713106178254,
       "shipping": 0.003640363007695034,
       "technical": 0.9938539238861268
      }
     }
    },
    "usage": {
     "input_tokens": 57,
     "output_tokens": 0
    }
   }
  ]
 },
 "refusal": {
  "type": "ValueError",
  "contains": "is longer than the largest the decision backend takes (6144)"
 }
}