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TypLens

Image-to-Text
Transformers
ONNX
Safetensors
vision-encoder-decoder
image-text-to-text
typst
math-ocr
formula-recognition
browser
grayscale
Model card Files
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 Community
TypLens
File size: 2,272 Bytes
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{
  "model_name": "TypLens V1.1",
  "source_model_sha256": "d42cfd2da242a11ecdb1fe8727ee01e6896a116cd46f74357c4fdce90eebe788",
  "server_fp32": {
    "split": "reused IBEM development set",
    "independent_test": false,
    "reviewer": "AI assistant",
    "independent_second_annotator": false,
    "newly_reviewed_cases": 38,
    "inherited_identical_image_and_prediction_cases": 97,
    "decoding": {
      "strategy": "greedy",
      "max_new_tokens": 1023,
      "forced_eos": false
    },
    "content_review": "Compare source symbols, indices, accents and structure; allow equivalent Typst syntax and nonessential spacing.",
    "results": {
      "step": 33544,
      "total": 135,
      "correct": 127,
      "incorrect": 8,
      "unresolved": 0,
      "compile_success": 135,
      "complete_generation": 135,
      "exact_text_matches": 76,
      "exact_reference_render_matches": 88,
      "accepted_despite_text_difference": 51,
      "accepted_despite_pixel_difference": 39,
      "exact_text_but_content_failure": 0
    }
  },
  "browser_smoke": {
    "browser": "Microsoft Edge 153.0.4234.48",
    "provider": "wasm",
    "threads": 4,
    "images_per_variant": 3,
    "variants": [
      "fp32",
      "int8"
    ],
    "completed_runs": 6,
    "preprocessing_matches_training": true,
    "tokens_match_cpu_onnx": true,
    "tokens_match_server_fp32_on_these_images": true,
    "known_content_error_present": "tilde accent recognized as hat on one smoke-test image",
    "full_accuracy_evaluation": false
  },
  "export_versions": {
    "torch": "2.8.0+cu128",
    "transformers": "4.52.3",
    "onnx": "1.18.0",
    "onnxruntime": "1.22.0"
  },
  "controlled_v1_vs_v1_1_accuracy_comparison": false,
  "quantized_full_accuracy_evaluation": false,
  "source_record_sha256": {
    "evaluation-full-generation-v1/completion-summary.json": "d889c42d2cb3f1333d84b77e7d86793d32660a491244be48eaf39eec50270b40",
    "evaluation-full-generation-v1/source-review.json": "8b2a23a519889066591ab97c952493daaadf7fd4dcdee126be66d8e5215d4ab0",
    "browser-final-v1/export-smoke.json": "63eb0c9acec09a71930bc8da1d300c7bcde0740cfa77f7cba12f104da2dcee77",
    "browser-final-v1/browser-smoke.json": "c1904f5727209744b778604ec2d7aa65dcbeec3247f34bce3b36c179d285593a"
  }
}