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": "
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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": "roberta-large",
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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": 0.6497159859345416, "micro/f1_ci": {}, "micro/recall": 0.6274817136886103, "micro/precision": 0.6735838474481212, "macro/f1": 0.595168476497736, "macro/f1_ci": {}, "macro/recall": 0.5823140804003363, "macro/precision": 0.6134127256594191, "per_entity_metric": {"corporation": {"f1": 0.503896103896104, "f1_ci": {}, "precision": 0.532967032967033, "recall": 0.47783251231527096}, "creative_work": {"f1": 0.5169082125603864, "f1_ci": {}, "precision": 0.5194174757281553, "recall": 0.5144230769230769}, "event": {"f1": 0.3747276688453159, "f1_ci": {}, "precision": 0.4236453201970443, "recall": 0.3359375}, "group": {"f1": 0.5687203791469194, "f1_ci": {}, "precision": 0.6153846153846154, "recall": 0.5286343612334802}, "location": {"f1": 0.6716417910447762, "f1_ci": {}, "precision": 0.6108597285067874, "recall": 0.7458563535911602}, "person": {"f1": 0.8765217391304349, "f1_ci": {}, "precision": 0.9130434782608695, "recall": 0.842809364548495}, "product": {"f1": 0.6537634408602151, "f1_ci": {}, "precision": 0.6785714285714286, "recall": 0.6307053941908713}}}, "2021.test": {"micro/f1": 0.6455908683974932, "micro/f1_ci": {"90": [0.6371204057050158, 0.6550747724054871], "95": [0.6350657043101348, 0.6568098006368783]}, "micro/recall": 0.6670906567992599, "micro/precision": 0.6254336513443192, "macro/f1": 0.5962839441412403, "macro/f1_ci": {"90": [0.5866402556988275, 0.6060444749938684], "95": [0.5847471469279276, 0.6077635044702457]}, "macro/recall": 0.6267698180905158, "macro/precision": 0.5727192958380657, "per_entity_metric": {"corporation": {"f1": 0.522762148337596, "f1_ci": {"90": [0.49973681393417374, 0.5471596100193149], "95": [0.4945873783946403, 0.5525733399971992]}, "precision": 0.4843601895734597, "recall": 0.5677777777777778}, "creative_work": {"f1": 0.468235294117647, "f1_ci": {"90": [0.4391420478553882, 0.4976060818012257], "95": [0.43346081582227297, 0.5044102177633336]}, "precision": 0.4107327141382869, "recall": 0.5444596443228454}, "event": {"f1": 0.4446564885496183, "f1_ci": {"90": [0.42187388657957237, 0.46923141953822195], "95": [0.4184013216599329, 0.4749416023012337]}, "precision": 0.4674022066198596, "recall": 0.4240218380345769}, "group": {"f1": 0.6155398587285571, "f1_ci": {"90": [0.5951667589966113, 0.6381605192440433], "95": [0.5920980489275562, 0.6428354803338648]}, "precision": 0.6288659793814433, "recall": 0.6027667984189723}, "location": {"f1": 0.6423718344657197, "f1_ci": {"90": [0.6144162449467848, 0.6682611851729876], "95": [0.61024506683641, 0.6720074834037416]}, "precision": 0.5758582502768549, "recall": 0.7262569832402235}, "person": {"f1": 0.840225906358171, "f1_ci": {"90": [0.8297661584761087, 0.851118291744757], "95": [0.8284000592006534, 0.8525454107688213]}, "precision": 0.8303925099027728, "recall": 0.8502949852507374}, "product": {"f1": 0.6401960784313725, "f1_ci": {"90": [0.6188782031721285, 0.6619447156064523], "95": [0.6147969820761672, 0.6654252026481837]}, "precision": 0.6114232209737828, "recall": 0.6718106995884774}}}, "2020.test": {"micro/f1": 0.6589874095901421, "micro/f1_ci": {"90": [0.6385021699858212, 0.6777882762990388], "95": [0.6344556724262541, 0.6809892848641955]}, "micro/recall": 0.6382978723404256, "micro/precision": 0.6810631229235881, "macro/f1": 0.6185133813760935, "macro/f1_ci": {"90": [0.5945654495892557, 0.6390184922948274], "95": [0.5910565487766962, 0.6431119627935548]}, "macro/recall": 0.6085669577041991, "macro/precision": 0.6351153721439261, "per_entity_metric": {"corporation": {"f1": 0.581453634085213, "f1_ci": {"90": [0.5203143050197259, 0.6341570860642527], "95": [0.5087267380681245, 0.645339211120602]}, "precision": 0.5576923076923077, "recall": 0.6073298429319371}, "creative_work": {"f1": 0.519893899204244, "f1_ci": {"90": [0.45919192076494225, 0.5729194819819821], "95": [0.4496993234778251, 0.5788147694818441]}, "precision": 0.494949494949495, "recall": 0.547486033519553}, "event": {"f1": 0.48049281314168374, "f1_ci": {"90": [0.4285569985569985, 0.5315007805396874], "95": [0.4188008130081301, 0.5401474904055986]}, "precision": 0.527027027027027, "recall": 0.44150943396226416}, "group": {"f1": 0.5724907063197026, "f1_ci": {"90": [0.5248468820106881, 0.6198803159753711], "95": [0.5152538655348761, 0.6319220978293597]}, "precision": 0.6784140969162996, "recall": 0.49517684887459806}, "location": {"f1": 0.6685878962536022, "f1_ci": {"90": [0.6005705705705706, 0.7272727272727272], "95": [0.5917728867357167, 0.7374579124579128]}, "precision": 0.6373626373626373, "recall": 0.703030303030303}, "person": {"f1": 0.8415584415584415, "f1_ci": {"90": [0.8165424697279215, 0.8626729733238138], "95": [0.8128192329092423, 0.8676861375030747]}, "precision": 0.8694096601073346, "recall": 0.8154362416107382}, "product": {"f1": 0.6651162790697673, "f1_ci": {"90": [0.6157048774126238, 0.7126683307139996], "95": [0.6045411621182, 0.723205128986824]}, "precision": 0.680952380952381, "recall": 0.65}}}, "2021.test (span detection)": {"micro/f1": 0.7846231324492194, "micro/f1_ci": {}, "micro/recall": 0.8108014340233607, "micro/precision": 0.7600823937554206, "macro/f1": 0.7846231324492194, "macro/f1_ci": {}, "macro/recall": 0.8108014340233607, "macro/precision": 0.7600823937554206}, "2020.test (span detection)": {"micro/f1": 0.7670865719646207, "micro/f1_ci": {}, "micro/recall": 0.7426050856253243, "micro/precision": 0.7932372505543237, "macro/f1": 0.7670865719646207, "macro/f1_ci": {}, "macro/recall": 0.7426050856253243, "macro/precision": 0.7932372505543237}}
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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 sha256:94d22cb4292ef98f6d0ae4d0f29c15b99d6ea7ea8acd7b9b17e076a68c6d76e5
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size 1417467377
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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": "
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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": "roberta-large", "tokenizer_class": "RobertaTokenizer"}
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trainer_config.json
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{"data_split": "2020.extra.roberta-large-2020", "model": "roberta-large", "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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