model update
Browse files- config.json +1 -1
- eval/metric.json +1 -1
- eval/prediction.2020.test.json +0 -0
- eval/prediction.2021.dev.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_2021/t_roberta_base_dec2021_concat/
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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_2021/t_roberta_base_dec2021_concat/model_dlnktu/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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{"
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{"2021.dev": {"micro/f1": 0.642156862745098, "micro/f1_ci": {}, "micro/recall": 0.655, "micro/precision": 0.6298076923076923, "macro/f1": 0.6004942384479613, "macro/f1_ci": {}, "macro/recall": 0.6146549344794797, "macro/precision": 0.5895253900625403, "per_entity_metric": {"corporation": {"f1": 0.5970149253731343, "f1_ci": {}, "precision": 0.6060606060606061, "recall": 0.5882352941176471}, "creative_work": {"f1": 0.42774566473988446, "f1_ci": {}, "precision": 0.37373737373737376, "recall": 0.5}, "event": {"f1": 0.38345864661654133, "f1_ci": {}, "precision": 0.37777777777777777, "recall": 0.3893129770992366}, "group": {"f1": 0.6458797327394209, "f1_ci": {}, "precision": 0.6531531531531531, "recall": 0.6387665198237885}, "location": {"f1": 0.6577181208053691, "f1_ci": {}, "precision": 0.6363636363636364, "recall": 0.6805555555555556}, "person": {"f1": 0.821917808219178, "f1_ci": {}, "precision": 0.7973421926910299, "recall": 0.8480565371024735}, "product": {"f1": 0.6697247706422017, "f1_ci": {}, "precision": 0.6822429906542056, "recall": 0.6576576576576577}}}, "2021.test": {"micro/f1": 0.6447001005249637, "micro/f1_ci": {"90": [0.6358921767926183, 0.6542958612061787], "95": [0.6341987223616053, 0.6560992650244356]}, "micro/recall": 0.6674375578168362, "micro/precision": 0.6234607906675308, "macro/f1": 0.5982200308213212, "macro/f1_ci": {"90": [0.5881550153814866, 0.6085554142266025], "95": [0.5868087805464741, 0.6101643811579637]}, "macro/recall": 0.622268182336741, "macro/precision": 0.576608821080324, "per_entity_metric": {"corporation": {"f1": 0.5048128342245989, "f1_ci": {"90": [0.479765110450545, 0.5306144595657036], "95": [0.47517387506462216, 0.5351675634581814]}, "precision": 0.4865979381443299, "recall": 0.5244444444444445}, "creative_work": {"f1": 0.45297029702970293, "f1_ci": {"90": [0.42319336176888755, 0.48488758755117906], "95": [0.4162047502047502, 0.4893898449722657]}, "precision": 0.4135593220338983, "recall": 0.5006839945280438}, "event": {"f1": 0.46761313220940554, "f1_ci": {"90": [0.44575807806932577, 0.4903905189360568], "95": [0.4422550278552021, 0.49587724619000695]}, "precision": 0.4562770562770563, "recall": 0.47952684258416745}, "group": {"f1": 0.6009661835748793, "f1_ci": {"90": [0.5801815329496189, 0.621933633730728], "95": [0.5775182443071706, 0.6251598548687218]}, "precision": 0.5879017013232514, "recall": 0.6146245059288538}, "location": {"f1": 0.6592252133946159, "f1_ci": {"90": [0.6323286497785727, 0.6864389614941666], "95": [0.6275471764048085, 0.6917652468518968]}, "precision": 0.6220570012391574, "recall": 0.7011173184357542}, "person": {"f1": 0.8302430243024302, "f1_ci": {"90": [0.8199438783116751, 0.841483594116568], "95": [0.8177798298118928, 0.8435008852333449]}, "precision": 0.8111150193457615, "recall": 0.8502949852507374}, "product": {"f1": 0.6717095310136157, "f1_ci": {"90": [0.6498440287017558, 0.6930412862784509], "95": [0.6467581027914819, 0.6969171035150417]}, "precision": 0.658753709198813, "recall": 0.6851851851851852}}}, "2020.test": {"micro/f1": 0.6582010582010582, "micro/f1_ci": {"90": [0.6379167890637253, 0.6767511315048438], "95": [0.6339207548025675, 0.6807947362204927]}, "micro/recall": 0.6455630513751947, "micro/precision": 0.671343766864544, "macro/f1": 0.619090119256277, "macro/f1_ci": {"90": [0.5972479198841049, 0.6386559386417274], "95": [0.5937401018540227, 0.6428463929597004]}, "macro/recall": 0.6088158080350003, "macro/precision": 0.6309214005692869, "per_entity_metric": {"corporation": {"f1": 0.5796344647519582, "f1_ci": {"90": [0.5234079697610352, 0.6277959240647681], "95": [0.5141152231379257, 0.6394375]}, "precision": 0.578125, "recall": 0.581151832460733}, "creative_work": {"f1": 0.553072625698324, "f1_ci": {"90": [0.49853196304809205, 0.6028253100693715], "95": [0.4876406133927624, 0.6114264896373057]}, "precision": 0.553072625698324, "recall": 0.553072625698324}, "event": {"f1": 0.444022770398482, "f1_ci": {"90": [0.3922253196193406, 0.4971993370807634], "95": [0.38228807543114435, 0.5075202210070632]}, "precision": 0.44656488549618323, "recall": 0.44150943396226416}, "group": {"f1": 0.5749128919860629, "f1_ci": {"90": [0.5205170817406994, 0.625659134872618], "95": [0.5104305259005177, 0.6358512874408828]}, "precision": 0.6273764258555133, "recall": 0.5305466237942122}, "location": {"f1": 0.6646706586826348, "f1_ci": {"90": [0.5974730765917118, 0.7278115556520639], "95": [0.5810510954741723, 0.7381043956043957]}, "precision": 0.6568047337278107, "recall": 0.6727272727272727}, "person": {"f1": 0.844331641285956, "f1_ci": {"90": [0.8183284457478005, 0.8676071424722781], "95": [0.8145682012390513, 0.8709331756339546]}, "precision": 0.8515358361774744, "recall": 0.837248322147651}, "product": {"f1": 0.6729857819905214, "f1_ci": {"90": [0.6212986836419078, 0.7170731707317073], "95": [0.6111074847693646, 0.725641560972215]}, "precision": 0.7029702970297029, "recall": 0.6454545454545455}}}, "2021.test (span detection)": {"micro/f1": 0.7793353811784417, "micro/f1_ci": {}, "micro/recall": 0.8068694344859488, "micro/precision": 0.7536184921149276, "macro/f1": 0.7793353811784417, "macro/f1_ci": {}, "macro/recall": 0.8068694344859488, "macro/precision": 0.7536184921149276}, "2020.test (span detection)": {"micro/f1": 0.7647525800476317, "micro/f1_ci": {}, "micro/recall": 0.7498702646600934, "micro/precision": 0.7802375809935205, "macro/f1": 0.7647525800476317, "macro/f1_ci": {}, "macro/recall": 0.7498702646600934, "macro/precision": 0.7802375809935205}}
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eval/prediction.2020.test.json
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eval/prediction.2021.dev.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 sha256:11b1904e0de271a4daa48c97b4f54aa4af154fabe58b3e132f887fc687589667
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size 496351921
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tokenizer_config.json
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{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cner_output/model/baseline_2021/t_roberta_base_dec2021_concat/
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{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cner_output/model/baseline_2021/t_roberta_base_dec2021_concat/model_dlnktu/epoch_10", "tokenizer_class": "RobertaTokenizer"}
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trainer_config.json
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{"data_split": "2020_2021.train", "model": "cardiffnlp/twitter-roberta-base-dec2021", "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": 0.3, "max_grad_norm": 1}
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