Download bibr_model.json from scienceverse/bibr-ref-line-tagger-v1: direct link, hf CLI and curl.
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hf download hf://scienceverse/bibr-ref-line-tagger-v1/bibr_model.json
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curl -L -o bibr_model.json https://huggingface.co/scienceverse/bibr-ref-line-tagger-v1/resolve/main/bibr_model.json
6.12 kB
| { | |
| "manifest_version": 1, | |
| "role": "reference_line_tagger", | |
| "name": "reference-segmenter-geometry-tagger", | |
| "version": "sha256-fa3a2d07b46b", | |
| "task": "line_tagging", | |
| "runtime": { | |
| "engine": "onnxruntime", | |
| "requires": [ | |
| "onnxruntime", | |
| "tokenizers", | |
| "numpy" | |
| ], | |
| "opset": 17, | |
| "executes_code_on_load": false | |
| }, | |
| "files": [ | |
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| "path": "gate.json", | |
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| "sha256": "3902d750ec2d8bb0dbd29e8079660f8411ff527b4a7d2d1e7bd7afb8a490acc6", | |
| "kind": "legacy_manifest" | |
| }, | |
| { | |
| "path": "onnx/tagger.json", | |
| "bytes": 2290, | |
| "sha256": "3f3822418f7a6afd44bd86d280910deca288bfeaad06b3b7c21a65a8e9677167", | |
| "kind": "legacy_manifest" | |
| }, | |
| { | |
| "path": "onnx/tagger.onnx", | |
| "bytes": 2410636, | |
| "sha256": "fa3a2d07b46bd9133fd7026ad09e502720a65413d5cdc1a736e9a9957526462b", | |
| "kind": "model" | |
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| "labels": { | |
| "classes": [ | |
| "continuation", | |
| "start" | |
| ] | |
| }, | |
| "input": { | |
| "layout": "line_features", | |
| "tokenizer_file": null, | |
| "max_length": null, | |
| "features": [ | |
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| "dy_to_next", | |
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| "font_size", | |
| "indent_delta_next", | |
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| "next_looks_reference_header", | |
| "prev_ends_doi", | |
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| "prev_ends_year", | |
| "prev_len_chars", | |
| "prev_looks_reference_header", | |
| "same_page_next", | |
| "same_page_prev", | |
| "starts_author_date", | |
| "starts_numbered", | |
| "starts_year", | |
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| "window": null, | |
| "stride": null, | |
| "add_special_tokens": null, | |
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| "pair": null, | |
| "special_tokens": {}, | |
| "model_inputs": [ | |
| { | |
| "name": "features", | |
| "dtype": "float32", | |
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| "lines", | |
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| ], | |
| "model_outputs": [ | |
| { | |
| "name": "start_prob", | |
| "dtype": "float32", | |
| "shape": [ | |
| "lines" | |
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| }, | |
| { | |
| "name": "logits", | |
| "dtype": "float32", | |
| "shape": [ | |
| "lines", | |
| 2 | |
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| } | |
| ] | |
| }, | |
| "decode": { | |
| "method": "gated_line_starts", | |
| "crf": null, | |
| "calibration": { | |
| "file": "gate.json", | |
| "temperature": 1.5511548209195987 | |
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| "when_nothing_found": "first_unit_forced", | |
| "thresholds": { | |
| "gate_confidence": 0.9666666666666667 | |
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| }, | |
| "quantization": { | |
| "weights": "fp32", | |
| "note": null | |
| }, | |
| "provenance": { | |
| "ledger_key": "reference-segmenter-geometry-tagger", | |
| "run_record_sha256": "f0bcd8750673c7b64782b492e2bd8a26d10d4edac4d0312cecc9236ad370c03a", | |
| "platform_commit": "8c975b95c1a136957df82a5f72300ab11d1f29b1", | |
| "registry_build": "2026-11-10T21:38:59Z#d8d427de3ea7", | |
| "split_id": "corpus-split-v1@c6fc246571f4" | |
| }, | |
| "licence": "mit", | |
| "compat": { | |
| "bibr_min_version": null, | |
| "export_schema": null | |
| }, | |
| "self_test": { | |
| "tolerance": { | |
| "probability_abs": 0.01, | |
| "logit_abs": 0.05, | |
| "reason": "onnxruntime builds, CPUs and BLAS kernels give slightly different float results; the largest difference measured between onnxruntime 1.27.0 and 1.31.0 on the eight bundles normalised so far was 8e-05 (stored values are rounded to 5 places), so these limits are about two orders of magnitude looser than the drift seen, and far tighter than any change of a decision; tags and label lists are compared exactly" | |
| }, | |
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| "name": "six lines", | |
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| } | |
| } | |