{ "_name_or_path": "cner_output/model/self_training_2021/roberta_large_continuous/model_grpoqi/epoch_10", "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": [ 0.7933367490768433, 0.7660828232765198, -0.06889191269874573, -0.44860461354255676, -0.8407546877861023, -0.5090795159339905, -0.8464639186859131, 0.2335522323846817, -1.0348395109176636, -0.8655450940132141, -0.29520362615585327, -0.25719234347343445, -0.26060569286346436, -1.949448585510254, 0.6188551783561707 ], "start_transitions": [ -0.04462481662631035, -1.4731993675231934, -1.8659398555755615, -0.7233441472053528, -1.5533177852630615, -1.9306763410568237, 2.313884735107422, -1.9233157634735107, 0.8560681939125061, 0.48461124300956726, -1.442211389541626, -0.3982425630092621, -0.9219292402267456, -0.8922821879386902, 1.1996196508407593 ], "transitions": [ [ -0.1578478366136551, 0.04684785380959511, 0.3704332709312439, 0.05486037954688072, 0.05366460606455803, -0.2762161195278168, 0.17666670680046082, -0.2522323429584503, -0.09780196845531464, 0.012215950526297092, -0.1491989642381668, -0.3038862943649292, -0.9390131235122681, 0.027598600834608078, 0.08510816097259521 ], [ -0.0031031814869493246, 0.24637995660305023, 0.13758684694766998, 0.13345810770988464, 0.003993125166743994, 0.10199562460184097, -0.07698921114206314, -0.24842138588428497, 0.25906893610954285, -0.37054529786109924, 0.02566160447895527, -0.17524519562721252, 0.1727232187986374, -0.09592244029045105, -0.1828186959028244 ], [ -0.18690648674964905, 0.35480836033821106, 0.24903824925422668, 0.0837230309844017, 0.23465943336486816, 0.14681914448738098, -0.2487126588821411, -0.038459453731775284, 0.40411657094955444, 0.01977403275668621, 0.03400612622499466, 0.0071535431779921055, 0.013699489645659924, 0.21974553167819977, 0.05305386707186699 ], [ -0.1876312792301178, -0.2942487895488739, 0.22237396240234375, 0.2586787939071655, -0.333413690328598, -0.09828013181686401, -0.5036143064498901, 0.307254433631897, -0.2413642257452011, -0.09204663336277008, 0.08610488474369049, 0.548678457736969, -0.05243103206157684, -0.06452324241399765, -0.46948304772377014 ], [ -0.20657697319984436, -0.2657403349876404, 0.5231056809425354, -0.10995686799287796, 0.23433539271354675, -0.535048246383667, -0.0767919048666954, -0.19428612291812897, 0.3992660343647003, -0.38233649730682373, 0.030506497249007225, -0.01026616245508194, 0.21552246809005737, 0.3351028263568878, 0.11978903412818909 ], [ 0.3074694871902466, 0.26866161823272705, 0.09610038250684738, -0.20332233607769012, 0.11561107635498047, -0.14647576212882996, -0.16894203424453735, -0.3580749034881592, 0.17854997515678406, 0.3427543342113495, -0.4245355427265167, 0.08761177211999893, -0.2958607077598572, 0.07739856094121933, -0.22789715230464935 ], [ -0.14805911481380463, -0.11408297717571259, 0.26798686385154724, 0.23594574630260468, 0.3385336995124817, -0.06514183431863785, -0.0461859367787838, 0.3350384533405304, 0.21683892607688904, 0.03269153833389282, -0.0656530037522316, -0.08856572210788727, 0.15566127002239227, -0.18167349696159363, 0.34148964285850525 ], [ -0.1127101257443428, -0.3826950788497925, -0.2669356167316437, -0.461702823638916, -0.41710370779037476, -0.0702233612537384, -0.11369229108095169, 0.1915094554424286, 0.3724644184112549, -0.34414324164390564, -0.15967389941215515, 0.20121344923973083, 0.3604208827018738, -0.5485358834266663, 0.21668192744255066 ], [ -0.1688036024570465, -0.15336443483829498, 0.2544049024581909, 0.24033331871032715, 0.12171769887208939, -0.3838456869125366, -0.0074991146102547646, -0.08810938149690628, -0.21702410280704498, -0.0528096966445446, -0.14653879404067993, -0.05199436470866203, 0.002074611373245716, 0.2012213170528412, 0.288925439119339 ], [ 0.22219862043857574, -0.044316355139017105, -0.0638178288936615, 0.42762842774391174, 0.09210900962352753, 0.12551797926425934, -0.09737419337034225, 0.17437288165092468, 0.24873363971710205, -0.18124058842658997, 0.3546338677406311, -0.7292534708976746, -0.33278846740722656, 0.008221630938351154, -0.11730626225471497 ], [ -0.23304006457328796, -0.028551694005727768, 0.5155944228172302, 0.2513803541660309, 0.09943322837352753, -0.393790066242218, 0.03832674026489258, -0.15821225941181183, -0.03423134982585907, 0.058019015938043594, -0.4183603525161743, 0.21931660175323486, 0.11472862213850021, 0.08449922502040863, 0.17577196657657623 ], [ -0.159979909658432, -0.047536831349134445, -0.477870911359787, -0.43213698267936707, 0.04355110228061676, -0.184714674949646, 0.24718499183654785, -0.5315103530883789, -0.10700102150440216, -0.3050001561641693, 0.05658664181828499, -0.12697279453277588, 0.14856143295764923, -0.08941243588924408, -0.16980907320976257 ], [ 0.2060289829969406, 0.07922971993684769, -0.16504667699337006, 0.03269433230161667, -0.3002014458179474, -0.20642398297786713, 0.171391561627388, -0.18262028694152832, -0.11646348237991333, -0.3637770712375641, -0.26733481884002686, -0.6091853976249695, -0.0871502235531807, -0.3890778422355652, 0.09652034193277359 ], [ -0.06114780902862549, 0.17919358611106873, -0.3307234048843384, -0.21899092197418213, -0.4780017137527466, -0.15414142608642578, 0.16528336703777313, 0.06374052166938782, 0.07499241083860397, -0.022954143583774567, -0.182890847325325, 0.6316706538200378, 0.08174489438533783, -0.3397708535194397, -0.004406135529279709 ], [ -0.3282168507575989, -0.22762583196163177, -0.08048500120639801, -0.21526356041431427, 0.4841962158679962, -0.31729182600975037, -0.16811956465244293, 0.44018277525901794, 0.0008649819646961987, 0.13380058109760284, 0.05162348970770836, 0.3217698335647583, 0.017427818849682808, 0.19482779502868652, -0.2700863182544708 ] ] }, "eos_token_id": 2, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 1024, "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": 4096, "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": 16, "num_hidden_layers": 24, "pad_token_id": 1, "position_embedding_type": "absolute", "torch_dtype": "float32", "transformers_version": "4.17.0", "type_vocab_size": 1, "use_cache": true, "vocab_size": 50265 }