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TokenRhythm
/
NeoHorse-Jev-4B

Text Classification
PyTorch
Safetensors
agentic
decision-model
typed-decisions
structured-prediction
non-generative
multimodal
vision-language
Model card Files
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1
NeoHorse-Jev-4B
File size: 3,597 Bytes
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{
  "status": "PASS",
  "runtime": "0.2.0",
  "vision_version": "unified-v2",
  "visual_tensors": 297,
  "vision_probability_max_abs_vs_split_release": 0.0,
  "text_reference_requests": 16,
  "text_wrapper_questions": 18,
  "text_probability_max_abs": 0.0,
  "wrapper_same_single_question_probability_max_abs": 0.0,
  "split_question_vs_original_batched_probability_difference": 0.0041863322257995605,
  "comparison_note": "Wrapper compared with text using identical single-question requests; original multi-question batches checked separately without splitting. BF16 split-vs-batch difference recorded, not treated as vision drift.",
  "image_smoke_correct": 5,
  "image_smoke_total": 5,
  "rows": [
    {
      "task": "color",
      "truth": "red",
      "result": {
        "model": "NeoHorse-Jev-4B",
        "answers": {
          "color": {
            "type": "choice",
            "choice": "red",
            "probabilities": {
              "red": 0.9999173879623413,
              "blue": 4.41447009507101e-05,
              "green": 3.853620364679955e-05
            },
            "confidence": 0.999876081943512
          }
        },
        "input_tokens": 137,
        "image_tokens": 96
      },
      "correct": true
    },
    {
      "task": "color",
      "truth": "blue",
      "result": {
        "model": "NeoHorse-Jev-4B",
        "answers": {
          "color": {
            "type": "choice",
            "choice": "blue",
            "probabilities": {
              "red": 2.3972206690814346e-05,
              "blue": 0.9998923540115356,
              "green": 8.369787246920168e-05
            },
            "confidence": 0.9998385310173035
          }
        },
        "input_tokens": 137,
        "image_tokens": 96
      },
      "correct": true
    },
    {
      "task": "color",
      "truth": "green",
      "result": {
        "model": "NeoHorse-Jev-4B",
        "answers": {
          "color": {
            "type": "choice",
            "choice": "green",
            "probabilities": {
              "red": 1.2651908946281765e-05,
              "blue": 2.656863580341451e-05,
              "green": 0.9999607801437378
            },
            "confidence": 0.9999411702156067
          }
        },
        "input_tokens": 137,
        "image_tokens": 96
      },
      "correct": true
    },
    {
      "task": "position",
      "truth": "left",
      "result": {
        "model": "NeoHorse-Jev-4B",
        "answers": {
          "side": {
            "type": "choice",
            "choice": "left",
            "probabilities": {
              "left": 0.9987630844116211,
              "right": 0.0012369066243991256
            },
            "confidence": 0.9975261688232422
          }
        },
        "input_tokens": 140,
        "image_tokens": 96
      },
      "correct": true
    },
    {
      "task": "position",
      "truth": "right",
      "result": {
        "model": "NeoHorse-Jev-4B",
        "answers": {
          "side": {
            "type": "choice",
            "choice": "right",
            "probabilities": {
              "left": 0.00043360565905459225,
              "right": 0.999566376209259
            },
            "confidence": 0.9991327524185181
          }
        },
        "input_tokens": 140,
        "image_tokens": 96
      },
      "correct": true
    }
  ],
  "choice_noul_score_executed": true,
  "stale_image_state_check": true,
  "visual_finetuning": false,
  "peak_cuda_allocated_bytes": 9825804800,
  "scope": "Local-image connectivity and text parity, not multimodal benchmark validation"
}