model update
Browse files- config.json +1 -1
- eval/metric.json +1 -1
- eval/prediction.2020.dev.json +0 -0
- eval/prediction.2020.test.json +0 -0
- eval/prediction.2021.test.json +0 -0
- pytorch_model.bin +2 -2
- tokenizer_config.json +1 -1
- trainer_config.json +1 -0
config.json
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{
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"_name_or_path": "cner_output/model/baseline/bertweet_base/
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"architectures": [
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"RobertaForTokenClassification"
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],
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{
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"_name_or_path": "cner_output/model/baseline/bertweet_base/model_mwzvua/epoch_10",
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"architectures": [
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"RobertaForTokenClassification"
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],
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eval/metric.json
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{"2020.dev": {"micro/f1": 0.
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{"2020.dev": {"micro/f1": 0.6461870115871734, "micro/f1_ci": {}, "micro/recall": 0.6264367816091954, "micro/precision": 0.6672231496939344, "macro/f1": 0.5926978856418852, "macro/f1_ci": {}, "macro/recall": 0.5761073706964339, "macro/precision": 0.61172737557305, "per_entity_metric": {"corporation": {"f1": 0.48186528497409326, "f1_ci": {}, "precision": 0.5081967213114754, "recall": 0.458128078817734}, "creative_work": {"f1": 0.5530864197530865, "f1_ci": {}, "precision": 0.5685279187817259, "recall": 0.5384615384615384}, "event": {"f1": 0.40490797546012275, "f1_ci": {}, "precision": 0.4248927038626609, "recall": 0.38671875}, "group": {"f1": 0.5560747663551402, "f1_ci": {}, "precision": 0.5920398009950248, "recall": 0.5242290748898678}, "location": {"f1": 0.6296296296296297, "f1_ci": {}, "precision": 0.6040609137055838, "recall": 0.6574585635359116}, "person": {"f1": 0.8683760683760683, "f1_ci": {}, "precision": 0.8881118881118881, "recall": 0.8494983277591973}, "product": {"f1": 0.654945054945055, "f1_ci": {}, "precision": 0.6962616822429907, "recall": 0.6182572614107884}}}, "2021.test": {"micro/f1": 0.6405933917734322, "micro/f1_ci": {"90": [0.631778937808505, 0.6496155272705774], "95": [0.6304400232899813, 0.6514114604724054]}, "micro/recall": 0.6591119333950046, "micro/precision": 0.6230870135548754, "macro/f1": 0.5944351160023098, "macro/f1_ci": {"90": [0.5847208708923466, 0.603808377698836], "95": [0.5828546488018534, 0.6052274662051181]}, "macro/recall": 0.6180335313677364, "macro/precision": 0.5741906773305591, "per_entity_metric": {"corporation": {"f1": 0.5161987041036716, "f1_ci": {"90": [0.49180141685517725, 0.5412822594794634], "95": [0.4872053907697826, 0.5464205205875101]}, "precision": 0.5021008403361344, "recall": 0.5311111111111111}, "creative_work": {"f1": 0.4572468162522741, "f1_ci": {"90": [0.4263245047046743, 0.48619332184333874], "95": [0.4203299955901526, 0.49227302083088703]}, "precision": 0.4106753812636166, "recall": 0.5157318741450069}, "event": {"f1": 0.4586907449209932, "f1_ci": {"90": [0.4353521868871257, 0.48032375354584356], "95": [0.4313319263983663, 0.4842758616893962]}, "precision": 0.4551971326164875, "recall": 0.462238398544131}, "group": {"f1": 0.5974197816738339, "f1_ci": {"90": [0.5762787240136122, 0.618982083736629], "95": [0.5733679043193478, 0.62334357181611]}, "precision": 0.6, "recall": 0.5948616600790514}, "location": {"f1": 0.6470211402946828, "f1_ci": {"90": [0.6202857142857143, 0.6734338120728754], "95": [0.613022658886491, 0.6770613077175826]}, "precision": 0.5976331360946746, "recall": 0.7053072625698324}, "person": {"f1": 0.8270704122582998, "f1_ci": {"90": [0.8161884707751226, 0.8380467499055994], "95": [0.8142470822597432, 0.8396568324466097]}, "precision": 0.8184115523465704, "recall": 0.8359144542772862}, "product": {"f1": 0.6573982125124131, "f1_ci": {"90": [0.6348520899144029, 0.6785714285714285], "95": [0.6316288989365912, 0.6825163014469338]}, "precision": 0.6353166986564299, "recall": 0.6810699588477366}}}, "2020.test": {"micro/f1": 0.6638023630504833, "micro/f1_ci": {"90": [0.6418572016184402, 0.683072873635275], "95": [0.6397231030341602, 0.6878762682463384]}, "micro/recall": 0.6414115204981837, "micro/precision": 0.6878130217028381, "macro/f1": 0.6240651348448572, "macro/f1_ci": {"90": [0.6000726487941666, 0.6450820854370489], "95": [0.5959923653749377, 0.6483570192589765]}, "macro/recall": 0.6088211190017436, "macro/precision": 0.6445261805050383, "per_entity_metric": {"corporation": {"f1": 0.5804749340369394, "f1_ci": {"90": [0.5186940057264247, 0.634421505376344], "95": [0.511232833957553, 0.6458452608142494]}, "precision": 0.5851063829787234, "recall": 0.5759162303664922}, "creative_work": {"f1": 0.5494505494505495, "f1_ci": {"90": [0.49384915088405895, 0.6042839513427749], "95": [0.48414288370363484, 0.6140688259109314]}, "precision": 0.5405405405405406, "recall": 0.5586592178770949}, "event": {"f1": 0.4990403071017275, "f1_ci": {"90": [0.4465795369678865, 0.545831502200961], "95": [0.43690366732838776, 0.5538938053097346]}, "precision": 0.5078125, "recall": 0.49056603773584906}, "group": {"f1": 0.5617977528089888, "f1_ci": {"90": [0.5054113082467208, 0.6175137833864248], "95": [0.49254370765167715, 0.6298707075842308]}, "precision": 0.672645739910314, "recall": 0.48231511254019294}, "location": {"f1": 0.6744868035190615, "f1_ci": {"90": [0.611976320582878, 0.7320256856279911], "95": [0.5962226896592779, 0.740745899102445]}, "precision": 0.6534090909090909, "recall": 0.696969696969697}, "person": {"f1": 0.847545219638243, "f1_ci": {"90": [0.8229540630381673, 0.8695689462301439], "95": [0.818900462962963, 0.874592017212771]}, "precision": 0.8707964601769912, "recall": 0.825503355704698}, "product": {"f1": 0.6556603773584906, "f1_ci": {"90": [0.6023278867102397, 0.7027096864306166], "95": [0.5898495068901802, 0.7139374819254937]}, "precision": 0.6813725490196079, "recall": 0.6318181818181818}}}, "2021.test (span detection)": {"micro/f1": 0.7790952514751335, "micro/f1_ci": {}, "micro/recall": 0.8016653174511391, "micro/precision": 0.7577612592916484, "macro/f1": 0.7790952514751335, "macro/f1_ci": {}, "macro/recall": 0.8016653174511391, "macro/precision": 0.7577612592916484}, "2020.test (span detection)": {"micro/f1": 0.7773301101262422, "micro/f1_ci": {}, "micro/recall": 0.7509081473793461, "micro/precision": 0.8056792873051225, "macro/f1": 0.7773301101262422, "macro/f1_ci": {}, "macro/recall": 0.7509081473793461, "macro/precision": 0.8056792873051225}}
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eval/prediction.2020.dev.json
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eval/prediction.2020.test.json
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eval/prediction.2021.test.json
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:1219c284236f8f537c519efce736399c159b0a8c811b3efbc62cc61a695cbf1d
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size 537366193
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tokenizer_config.json
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{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "name_or_path": "cner_output/model/baseline/bertweet_base/
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{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "name_or_path": "cner_output/model/baseline/bertweet_base/model_mwzvua/epoch_10", "special_tokens_map_file": "cner_output/model/baseline/bertweet_base/model_mwzvua/epoch_10/special_tokens_map.json", "tokenizer_class": "BertweetTokenizer"}
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trainer_config.json
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{"data_split": "2020.train", "model": "vinai/bertweet-base", "crf": true, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 1e-05, "random_seed": 0, "gradient_accumulation_steps": 1, "weight_decay": 1e-07, "lr_warmup_step_ratio": 0.15, "max_grad_norm": 1}
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