{ "_name_or_path": "cardiffnlp/twitter-roberta-base-2022-154m", "architectures": [ "RobertaForTokenClassification" ], "attention_probs_dropout_prob": 0.1, "bos_token_id": 0, "classifier_dropout": null, "crf_state_dict": { "_constraint_mask": [ [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0 ], [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] ], "end_transitions": [ -0.7248373031616211, -1.3250535726547241, -1.238042950630188, -1.8640010356903076, -0.965349018573761, -0.1863299161195755, -0.7912645936012268, 1.4802711009979248, -0.4689944386482239, 1.0708144903182983, 0.3068462312221527, 0.37443068623542786, -1.1966969966888428, -0.055049434304237366, 0.6622454524040222 ], "start_transitions": [ 1.0002515316009521, -0.04015535116195679, -0.8670881390571594, 0.9236595034599304, 0.07832314819097519, -0.3673419952392578, -0.24263814091682434, 0.2928946614265442, 0.6428078413009644, -0.1384342759847641, -0.271012544631958, 0.8364740014076233, 0.20240704715251923, 0.265673965215683, 0.2794044613838196 ], "transitions": [ [ -0.19830092787742615, -0.13582372665405273, -0.12073229998350143, 0.25484904646873474, 0.25305289030075073, 0.05760170519351959, -0.4358609914779663, -0.5250968933105469, 0.02049984224140644, 0.15535128116607666, -0.046997472643852234, 0.4760189950466156, -0.05055249109864235, -0.3142959773540497, 0.18833135068416595 ], [ 0.10692369937896729, 0.03263413533568382, 0.07600385695695877, 0.034954700618982315, -0.20752181112766266, 0.40504103899002075, 0.054932884871959686, -0.013336260803043842, 0.40240249037742615, 0.19205589592456818, 0.5722540020942688, -0.04101502150297165, 0.18296916782855988, 0.256483256816864, 0.20473100244998932 ], [ 0.1943396031856537, 0.3385190963745117, -0.17483557760715485, -0.015533149242401123, -0.031113043427467346, -0.14347144961357117, -0.10215189307928085, 0.13988104462623596, -0.3071790933609009, -0.08714884519577026, -0.3342129588127136, -0.1799870729446411, 0.24064011871814728, -0.19465984404087067, -0.29567137360572815 ], [ 0.09136845916509628, -0.009105491451919079, 0.5846728682518005, 0.2852058410644531, -0.29854682087898254, 0.00814754143357277, 0.3502309322357178, 0.01235206238925457, 0.21020762622356415, -0.041252002120018005, -0.31073427200317383, -0.445946604013443, -0.29465553164482117, 0.008040227927267551, -0.14015959203243256 ], [ 0.18763092160224915, -0.05240518972277641, 0.044191304594278336, 0.02282695099711418, 0.3202250897884369, 0.06268587708473206, -0.28191664814949036, -0.7732872366905212, -0.17959663271903992, -0.07336942851543427, 0.22290365397930145, 0.5105679631233215, 0.23740871250629425, -0.15903250873088837, 0.261173278093338 ], [ 0.1347816437482834, 0.26247280836105347, -0.05249320715665817, -0.13490167260169983, -0.08574680238962173, -0.15867862105369568, -0.43396908044815063, 0.06032521650195122, -0.038445260375738144, 0.0817585214972496, 0.1681945025920868, -0.18633638322353363, -0.16218791902065277, 0.12412740290164948, -0.13791009783744812 ], [ 0.10211635380983353, 0.21277543902397156, 0.39344826340675354, -0.1770319789648056, -0.09169110655784607, -0.3957147002220154, 0.2442212998867035, -0.03915054351091385, 0.3669700026512146, -0.039707817137241364, 0.4332636594772339, -0.2531760632991791, -0.20547547936439514, -0.5067554712295532, -0.04287389665842056 ], [ 0.3931991755962372, -0.0005324154044501483, -0.04831073805689812, 0.4030506908893585, 0.20860819518566132, -0.1735442727804184, 0.4719473719596863, -0.35490962862968445, -0.16085989773273468, -0.09112006425857544, 0.09354880452156067, 0.1908678114414215, 0.09317291527986526, -0.4545051157474518, -0.18989354372024536 ], [ 0.05879821255803108, 0.25522056221961975, -0.19149765372276306, 0.03234975039958954, -0.2667979300022125, 0.5397224426269531, -0.12756061553955078, 0.03526274859905243, 0.24147899448871613, 0.06959354132413864, -0.16020624339580536, -0.19780242443084717, 0.5274875164031982, -0.05285263806581497, 0.19394885003566742 ], [ -0.5500757694244385, -0.5167273283004761, -0.14909255504608154, 0.2016400545835495, -0.23858976364135742, -0.4715944528579712, 0.1670967936515808, 0.27642375230789185, -0.1320122331380844, 0.016481151804327965, -0.00753033347427845, 0.24110542237758636, 0.04576841741800308, -0.19003573060035706, 0.0677867978811264 ], [ 0.20913326740264893, -0.21055908501148224, 0.23760391771793365, 0.24142178893089294, 0.005368152633309364, 0.09362325072288513, -0.06476642936468124, 0.030585795640945435, 0.2618114650249481, 0.13281747698783875, -0.34928616881370544, -0.05690222233533859, -0.23799338936805725, -0.6137758493423462, 0.21076355874538422 ], [ 0.2405969500541687, -0.6893971562385559, 0.168503075838089, 0.17611774802207947, 0.08093681186437607, 0.1449487805366516, -0.33097243309020996, -0.29773765802383423, -0.1255664825439453, -0.1136176660656929, 0.07963965088129044, -0.21960555016994476, -0.12959186732769012, -0.12042835354804993, 0.004753532353788614 ], [ 0.24293968081474304, 0.26982083916664124, -0.5328823328018188, 0.054971784353256226, 0.38983336091041565, 0.40833720564842224, 0.16860853135585785, 0.17862389981746674, -0.3087080419063568, 0.22554795444011688, -0.3473990261554718, -0.09554319083690643, 0.1429056078195572, -0.6196850538253784, -0.2077360600233078 ], [ 0.4031035602092743, -0.47755351662635803, 0.16773033142089844, -0.27740588784217834, -0.00847700983285904, 0.36099129915237427, 0.35934242606163025, 0.011215165257453918, 0.06884148716926575, -0.11279373615980148, -0.2145668864250183, -0.037049245089292526, -0.4012583792209625, -0.16180723905563354, 0.19404776394367218 ], [ -0.13290119171142578, -0.19923454523086548, -0.17270231246948242, -0.005734644830226898, 0.30502521991729736, -0.14698636531829834, -0.17754724621772766, -0.49032026529312134, 0.28617003560066223, 0.2525816559791565, -0.03923565149307251, 0.08377853780984879, -0.433346688747406, 0.13236667215824127, -0.28475841879844666 ] ] }, "eos_token_id": 2, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 768, "id2label": { "0": "B-corporation", "1": "B-creative_work", "2": "B-event", "3": "B-group", "4": "B-location", "5": "B-person", "6": "B-product", "7": "I-corporation", "8": "I-creative_work", "9": "I-event", "10": "I-group", "11": "I-location", "12": "I-person", "13": "I-product", "14": "O" }, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "B-corporation": 0, "B-creative_work": 1, "B-event": 2, "B-group": 3, "B-location": 4, "B-person": 5, "B-product": 6, "I-corporation": 7, "I-creative_work": 8, "I-event": 9, "I-group": 10, "I-location": 11, "I-person": 12, "I-product": 13, "O": 14 }, "layer_norm_eps": 1e-05, "max_position_embeddings": 514, "model_type": "roberta", "num_attention_heads": 12, "num_hidden_layers": 12, "pad_token_id": 1, "position_embedding_type": "absolute", "torch_dtype": "float32", "transformers_version": "4.20.1", "type_vocab_size": 1, "use_cache": true, "vocab_size": 50265 }