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/roberta_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_2021/roberta_base/model_xcvkpr/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": 0.6177062374245473, "micro/f1_ci": {}, "micro/recall": 0.614, "micro/precision": 0.6214574898785425, "macro/f1": 0.5772674113968216, "macro/f1_ci": {}, "macro/recall": 0.5791036438020786, "macro/precision": 0.5795388967201307, "per_entity_metric": {"corporation": {"f1": 0.5765765765765766, "f1_ci": {}, "precision": 0.5333333333333333, "recall": 0.6274509803921569}, "creative_work": {"f1": 0.4457831325301205, "f1_ci": {}, "precision": 0.40217391304347827, "recall": 0.5}, "event": {"f1": 0.3868312757201646, "f1_ci": {}, "precision": 0.41964285714285715, "recall": 0.35877862595419846}, "group": {"f1": 0.5887640449438203, "f1_ci": {}, "precision": 0.6009174311926605, "recall": 0.5770925110132159}, "location": {"f1": 0.6056338028169014, "f1_ci": {}, "precision": 0.6142857142857143, "recall": 0.5972222222222222}, "person": {"f1": 0.8057040998217468, "f1_ci": {}, "precision": 0.8129496402877698, "recall": 0.7985865724381626}, "product": {"f1": 0.6315789473684211, "f1_ci": {}, "precision": 0.673469387755102, "recall": 0.5945945945945946}}}, "2021.test": {"micro/f1": 0.6175553918513061, "micro/f1_ci": {"90": [0.6085886303107021, 0.6270245504530414], "95": [0.6071586866067074, 0.6287436113239784]}, "micro/recall": 0.6300878815911193, "micro/precision": 0.6055117235248361, "macro/f1": 0.5699978267978356, "macro/f1_ci": {"90": [0.5605132986273212, 0.5797067599839523], "95": [0.5588124392557708, 0.5811940101640996]}, "macro/recall": 0.5841701622550579, "macro/precision": 0.5590687883112516, "per_entity_metric": {"corporation": {"f1": 0.4889844169801182, "f1_ci": {"90": [0.4640154790729851, 0.515102305102305], "95": [0.458960569692277, 0.5184799847126035]}, "precision": 0.47346514047866806, "recall": 0.5055555555555555}, "creative_work": {"f1": 0.3800116211504939, "f1_ci": {"90": [0.35191852653953354, 0.40933711169196746], "95": [0.34682573875113965, 0.41311093888923844]}, "precision": 0.3303030303030303, "recall": 0.4473324213406293}, "event": {"f1": 0.4550669216061186, "f1_ci": {"90": [0.4322288263190161, 0.4776987543942918], "95": [0.4279424228309153, 0.4810260222978927]}, "precision": 0.47935548841893255, "recall": 0.43312101910828027}, "group": {"f1": 0.5702400000000001, "f1_ci": {"90": [0.5503755696583996, 0.591894081025951], "95": [0.5461277611277611, 0.5958909853906346]}, "precision": 0.5544492843808339, "recall": 0.5869565217391305}, "location": {"f1": 0.6506189821182944, "f1_ci": {"90": [0.6223673974540311, 0.678031547405726], "95": [0.6154868663693391, 0.6833961095707151]}, "precision": 0.6409214092140921, "recall": 0.6606145251396648}, "person": {"f1": 0.8133776792313377, "f1_ci": {"90": [0.802455084121242, 0.8241577387325482], "95": [0.8002960866175137, 0.8264256405395821]}, "precision": 0.8151851851851852, "recall": 0.8115781710914455}, "product": {"f1": 0.6316851664984864, "f1_ci": {"90": [0.6088324911643448, 0.6536741705155935], "95": [0.6046596973132213, 0.6580478190391984]}, "precision": 0.6198019801980198, "recall": 0.6440329218106996}}}, "2020.test": {"micro/f1": 0.604995882514411, "micro/f1_ci": {"90": [0.5840748362685845, 0.6255164199352362], "95": [0.5803974312612263, 0.629783727608571]}, "micro/recall": 0.5718733783082511, "micro/precision": 0.6421911421911422, "macro/f1": 0.5612313427645093, "macro/f1_ci": {"90": [0.5392933879031333, 0.5843882413380433], "95": [0.5339723783579367, 0.5886659409585682]}, "macro/recall": 0.5335324219465825, "macro/precision": 0.5945742705318462, "per_entity_metric": {"corporation": {"f1": 0.498567335243553, "f1_ci": {"90": [0.4432367697038356, 0.5527248563561412], "95": [0.430937450036418, 0.5627151060479765]}, "precision": 0.5506329113924051, "recall": 0.45549738219895286}, "creative_work": {"f1": 0.45333333333333337, "f1_ci": {"90": [0.39745898298944954, 0.5064813035214726], "95": [0.3861220200232313, 0.5190568654646326]}, "precision": 0.4336734693877551, "recall": 0.4748603351955307}, "event": {"f1": 0.39828693790149894, "f1_ci": {"90": [0.3415730337078652, 0.456629460510739], "95": [0.3301304866742681, 0.4646474034020503]}, "precision": 0.4603960396039604, "recall": 0.35094339622641507}, "group": {"f1": 0.5281090289608178, "f1_ci": {"90": [0.48241536800880896, 0.577548236739413], "95": [0.4707699919291534, 0.5884499238915168]}, "precision": 0.5615942028985508, "recall": 0.4983922829581994}, "location": {"f1": 0.6095238095238096, "f1_ci": {"90": [0.5387194963046357, 0.6712802768166091], "95": [0.5269345238095238, 0.6860918021485609]}, "precision": 0.64, "recall": 0.5818181818181818}, "person": {"f1": 0.7992895204262878, "f1_ci": {"90": [0.7700797991571775, 0.8255599326386835], "95": [0.7649718398835049, 0.8306304806824568]}, "precision": 0.8490566037735849, "recall": 0.7550335570469798}, "product": {"f1": 0.6415094339622642, "f1_ci": {"90": [0.5941294695876195, 0.6870398266786277], "95": [0.5813202020202021, 0.6948054459658081]}, "precision": 0.6666666666666666, "recall": 0.6181818181818182}}}, "2021.test (span detection)": {"micro/f1": 0.7692483045534848, "micro/f1_ci": {}, "micro/recall": 0.7805019081762461, "micro/precision": 0.758314606741573, "macro/f1": 0.7692483045534848, "macro/f1_ci": {}, "macro/recall": 0.7805019081762461, "macro/precision": 0.758314606741573}, "2020.test (span detection)": {"micro/f1": 0.7375103505382279, "micro/f1_ci": {}, "micro/recall": 0.6933056564608199, "micro/precision": 0.7877358490566038, "macro/f1": 0.7375103505382279, "macro/f1_ci": {}, "macro/recall": 0.6933056564608199, "macro/precision": 0.7877358490566038}}
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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:cd95cfbd2addb45992c68318f8378a26fbb3736bc866b0ef77c48beb99a3168c
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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, "name_or_path": "cner_output/model/baseline_2021/roberta_base/
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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, "name_or_path": "cner_output/model/baseline_2021/roberta_base/model_xcvkpr/epoch_10", "special_tokens_map_file": "cner_output/model/baseline_2021/roberta_base/model_xcvkpr/epoch_10/special_tokens_map.json", "tokenizer_class": "RobertaTokenizer"}
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trainer_config.json
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{"data_split": "2021.train", "model": "roberta-base", "crf": false, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 0.0001, "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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