| { |
| "_name_or_path": "allenai/scibert_scivocab_cased", |
| "architectures": [ |
| "BertForSequenceClassification" |
| ], |
| "attention_probs_dropout_prob": 0.1, |
| "classifier_dropout": null, |
| "hidden_act": "gelu", |
| "hidden_dropout_prob": 0.1, |
| "hidden_size": 768, |
| "id2label": { |
| "0": "cs.AI", |
| "1": "cs.CL", |
| "2": "cs.CV", |
| "3": "cs.NE", |
| "4": "stat.ML", |
| "5": "cs.LG", |
| "6": "physics.soc-ph", |
| "7": "stat.AP", |
| "8": "cs.RO", |
| "9": "cs.SE", |
| "10": "cs.MA", |
| "11": "math.OC", |
| "12": "cs.IR", |
| "13": "cond-mat.dis-nn", |
| "14": "stat.ME", |
| "15": "physics.chem-ph", |
| "16": "cs.DC", |
| "17": "stat.CO", |
| "18": "q-bio.NC", |
| "19": "cs.GT", |
| "20": "cs.MM", |
| "21": "cs.CG", |
| "22": "cs.CR", |
| "23": "cs.HC", |
| "24": "cs.GL", |
| "25": "eess.AS", |
| "26": "cs.SD", |
| "27": "math.DS", |
| "28": "cs.GR", |
| "29": "math.NA", |
| "30": "cs.CY", |
| "31": "physics.data-an", |
| "32": "math.ST", |
| "33": "stat.TH", |
| "34": "cs.IT", |
| "35": "math.IT", |
| "36": "quant-ph", |
| "37": "astro-ph.IM", |
| "38": "astro-ph.GA", |
| "39": "cs.SI", |
| "40": "cs.DB", |
| "41": "cs.LO", |
| "42": "nlin.AO", |
| "43": "cs.PF", |
| "44": "cs.ET", |
| "45": "eess.IV", |
| "46": "cs.AR", |
| "47": "cs.SY", |
| "48": "cs.CC", |
| "49": "q-bio.BM", |
| "50": "q-bio.QM", |
| "51": "cs.NI", |
| "52": "cs.DS", |
| "53": "cond-mat.stat-mech", |
| "54": "cs.NA", |
| "55": "cs.DM", |
| "56": "eess.SP", |
| "57": "cs.MS", |
| "58": "physics.med-ph", |
| "59": "physics.optics", |
| "60": "q-fin.CP", |
| "61": "cs.FL", |
| "62": "cs.SC", |
| "63": "q-fin.EC", |
| "64": "q-fin.TR", |
| "65": "cond-mat.mes-hall", |
| "66": "math.PR", |
| "67": "q-fin.RM", |
| "68": "nlin.CD", |
| "69": "cs.CE", |
| "70": "math.AT", |
| "71": "stat.OT", |
| "72": "physics.ao-ph", |
| "73": "math.SP", |
| "74": "cs.PL", |
| "75": "math.AP", |
| "76": "math.FA", |
| "77": "gr-qc", |
| "78": "physics.geo-ph", |
| "79": "q-bio.TO", |
| "80": "physics.comp-ph", |
| "81": "cs.DL", |
| "82": "math.CO", |
| "83": "physics.flu-dyn", |
| "84": "math.MG", |
| "85": "astro-ph.EP", |
| "86": "q-bio.CB", |
| "87": "hep-th", |
| "88": "astro-ph", |
| "89": "math.RA", |
| "90": "q-bio", |
| "91": "astro-ph.CO", |
| "92": "cond-mat.mtrl-sci", |
| "93": "q-fin.ST", |
| "94": "q-bio.GN", |
| "95": "hep-ex", |
| "96": "nlin.CG", |
| "97": "nlin.PS", |
| "98": "math.HO", |
| "99": "q-fin.GN", |
| "100": "math.LO", |
| "101": "math.CT", |
| "102": "cs.CL, cs.AI, math.CT", |
| "103": "q-bio.PE", |
| "104": "astro-ph.SR", |
| "105": "q-fin.PM", |
| "106": "physics.bio-ph", |
| "107": "math.AG", |
| "108": "cs.OH", |
| "109": "math.DG", |
| "110": "astro-ph.HE", |
| "111": "econ.EM", |
| "112": "math.QA", |
| "113": "q-bio.SC", |
| "114": "math.GM", |
| "115": "q-bio.MN", |
| "116": "math.GT", |
| "117": "math.AC", |
| "118": "math.CA", |
| "119": "cond-mat.str-el", |
| "120": "math.GN", |
| "121": "hep-ph", |
| "122": "aaai.org", |
| "123": "cond-mat.supr-con", |
| "124": "q-bio.OT", |
| "125": "nucl-th", |
| "126": "physics.ins-det", |
| "127": "hep-lat", |
| "128": "physics.app-ph", |
| "129": "math.RT", |
| "130": "cond-mat", |
| "131": "math-ph", |
| "132": "math.MP", |
| "133": "physics.class-ph", |
| "134": "q-fin.PR", |
| "135": "physics.space-ph", |
| "136": "physics.gen-ph", |
| "137": "cond-mat.other", |
| "138": "math.GR", |
| "139": "nucl-ex", |
| "140": "cond-mat.quant-gas", |
| "141": "math.OA", |
| "142": "physics.hist-ph", |
| "143": "math.NT", |
| "144": "cs.OS", |
| "145": "cond-mat.soft", |
| "146": "q-bio.BM, q-bio.MN, q-bio.NC, nlin.AO, nlin.CD", |
| "147": "nlin.AO, nlin.CD, q-bio.NC, physics.bio-ph, cond-mat.dis-nn", |
| "148": "physics.pop-ph", |
| "149": "math.CV" |
| }, |
| "initializer_range": 0.02, |
| "intermediate_size": 3072, |
| "label2id": { |
| "aaai.org": 122, |
| "astro-ph": 88, |
| "astro-ph.CO": 91, |
| "astro-ph.EP": 85, |
| "astro-ph.GA": 38, |
| "astro-ph.HE": 110, |
| "astro-ph.IM": 37, |
| "astro-ph.SR": 104, |
| "cond-mat": 130, |
| "cond-mat.dis-nn": 13, |
| "cond-mat.mes-hall": 65, |
| "cond-mat.mtrl-sci": 92, |
| "cond-mat.other": 137, |
| "cond-mat.quant-gas": 140, |
| "cond-mat.soft": 145, |
| "cond-mat.stat-mech": 53, |
| "cond-mat.str-el": 119, |
| "cond-mat.supr-con": 123, |
| "cs.AI": 0, |
| "cs.AR": 46, |
| "cs.CC": 48, |
| "cs.CE": 69, |
| "cs.CG": 21, |
| "cs.CL": 1, |
| "cs.CL, cs.AI, math.CT": 102, |
| "cs.CR": 22, |
| "cs.CV": 2, |
| "cs.CY": 30, |
| "cs.DB": 40, |
| "cs.DC": 16, |
| "cs.DL": 81, |
| "cs.DM": 55, |
| "cs.DS": 52, |
| "cs.ET": 44, |
| "cs.FL": 61, |
| "cs.GL": 24, |
| "cs.GR": 28, |
| "cs.GT": 19, |
| "cs.HC": 23, |
| "cs.IR": 12, |
| "cs.IT": 34, |
| "cs.LG": 5, |
| "cs.LO": 41, |
| "cs.MA": 10, |
| "cs.MM": 20, |
| "cs.MS": 57, |
| "cs.NA": 54, |
| "cs.NE": 3, |
| "cs.NI": 51, |
| "cs.OH": 108, |
| "cs.OS": 144, |
| "cs.PF": 43, |
| "cs.PL": 74, |
| "cs.RO": 8, |
| "cs.SC": 62, |
| "cs.SD": 26, |
| "cs.SE": 9, |
| "cs.SI": 39, |
| "cs.SY": 47, |
| "econ.EM": 111, |
| "eess.AS": 25, |
| "eess.IV": 45, |
| "eess.SP": 56, |
| "gr-qc": 77, |
| "hep-ex": 95, |
| "hep-lat": 127, |
| "hep-ph": 121, |
| "hep-th": 87, |
| "math-ph": 131, |
| "math.AC": 117, |
| "math.AG": 107, |
| "math.AP": 75, |
| "math.AT": 70, |
| "math.CA": 118, |
| "math.CO": 82, |
| "math.CT": 101, |
| "math.CV": 149, |
| "math.DG": 109, |
| "math.DS": 27, |
| "math.FA": 76, |
| "math.GM": 114, |
| "math.GN": 120, |
| "math.GR": 138, |
| "math.GT": 116, |
| "math.HO": 98, |
| "math.IT": 35, |
| "math.LO": 100, |
| "math.MG": 84, |
| "math.MP": 132, |
| "math.NA": 29, |
| "math.NT": 143, |
| "math.OA": 141, |
| "math.OC": 11, |
| "math.PR": 66, |
| "math.QA": 112, |
| "math.RA": 89, |
| "math.RT": 129, |
| "math.SP": 73, |
| "math.ST": 32, |
| "nlin.AO": 42, |
| "nlin.AO, nlin.CD, q-bio.NC, physics.bio-ph, cond-mat.dis-nn": 147, |
| "nlin.CD": 68, |
| "nlin.CG": 96, |
| "nlin.PS": 97, |
| "nucl-ex": 139, |
| "nucl-th": 125, |
| "physics.ao-ph": 72, |
| "physics.app-ph": 128, |
| "physics.bio-ph": 106, |
| "physics.chem-ph": 15, |
| "physics.class-ph": 133, |
| "physics.comp-ph": 80, |
| "physics.data-an": 31, |
| "physics.flu-dyn": 83, |
| "physics.gen-ph": 136, |
| "physics.geo-ph": 78, |
| "physics.hist-ph": 142, |
| "physics.ins-det": 126, |
| "physics.med-ph": 58, |
| "physics.optics": 59, |
| "physics.pop-ph": 148, |
| "physics.soc-ph": 6, |
| "physics.space-ph": 135, |
| "q-bio": 90, |
| "q-bio.BM": 49, |
| "q-bio.BM, q-bio.MN, q-bio.NC, nlin.AO, nlin.CD": 146, |
| "q-bio.CB": 86, |
| "q-bio.GN": 94, |
| "q-bio.MN": 115, |
| "q-bio.NC": 18, |
| "q-bio.OT": 124, |
| "q-bio.PE": 103, |
| "q-bio.QM": 50, |
| "q-bio.SC": 113, |
| "q-bio.TO": 79, |
| "q-fin.CP": 60, |
| "q-fin.EC": 63, |
| "q-fin.GN": 99, |
| "q-fin.PM": 105, |
| "q-fin.PR": 134, |
| "q-fin.RM": 67, |
| "q-fin.ST": 93, |
| "q-fin.TR": 64, |
| "quant-ph": 36, |
| "stat.AP": 7, |
| "stat.CO": 17, |
| "stat.ME": 14, |
| "stat.ML": 4, |
| "stat.OT": 71, |
| "stat.TH": 33 |
| }, |
| "layer_norm_eps": 1e-12, |
| "max_position_embeddings": 512, |
| "model_type": "bert", |
| "num_attention_heads": 12, |
| "num_hidden_layers": 12, |
| "pad_token_id": 0, |
| "position_embedding_type": "absolute", |
| "problem_type": "single_label_classification", |
| "torch_dtype": "float32", |
| "transformers_version": "4.43.4", |
| "type_vocab_size": 2, |
| "use_cache": true, |
| "vocab_size": 31116 |
| } |
|
|