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": "
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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": "tner/roberta-base-tweetner-2020",
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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": 0.6488706365503081, "micro/f1_ci": {}, "micro/recall": 0.632, "micro/precision": 0.6666666666666666, "macro/f1": 0.5997203254958251, "macro/f1_ci": {}, "macro/recall": 0.5869343642573417, "macro/precision": 0.618503242002026, "per_entity_metric": {"corporation": {"f1": 0.5645933014354066, "f1_ci": {}, "precision": 0.5514018691588785, "recall": 0.5784313725490197}, "creative_work": {"f1": 0.44295302013422816, "f1_ci": {}, "precision": 0.44, "recall": 0.44594594594594594}, "event": {"f1": 0.415929203539823, "f1_ci": {}, "precision": 0.49473684210526314, "recall": 0.35877862595419846}, "group": {"f1": 0.6372093023255814, "f1_ci": {}, "precision": 0.6748768472906403, "recall": 0.6035242290748899}, "location": {"f1": 0.6486486486486486, "f1_ci": {}, "precision": 0.631578947368421, "recall": 0.6666666666666666}, "person": {"f1": 0.8253424657534247, "f1_ci": {}, "precision": 0.8006644518272426, "recall": 0.8515901060070671}, "product": {"f1": 0.6633663366336634, "f1_ci": {}, "precision": 0.7362637362637363, "recall": 0.6036036036036037}}}, "2021.test": {"micro/f1": 0.6547126972113873, "micro/f1_ci": {"90": [0.6458722707634147, 0.6637540527089854], "95": [0.6443720180740024, 0.6654476640585366]}, "micro/recall": 0.6502081406105458, "micro/precision": 0.6592801031773947, "macro/f1": 0.6000787312274737, "macro/f1_ci": {"90": [0.5905237241709625, 0.6095507771622684], "95": [0.5885881380317086, 0.6113013659787363]}, "macro/recall": 0.5992466120658141, "macro/precision": 0.603865779286349, "per_entity_metric": {"corporation": {"f1": 0.509673852957435, "f1_ci": {"90": [0.484179870421451, 0.5353061422313796], "95": [0.47824814173709396, 0.5405723393787932]}, "precision": 0.5071507150715071, "recall": 0.5122222222222222}, "creative_work": {"f1": 0.41677588466579296, "f1_ci": {"90": [0.3865633906408017, 0.44653977444332704], "95": [0.37910324725354655, 0.4510138162184456]}, "precision": 0.4, "recall": 0.43502051983584133}, "event": {"f1": 0.4675062972292191, "f1_ci": {"90": [0.4432285719295966, 0.49052772395711874], "95": [0.4381138582657509, 0.49466101670892687]}, "precision": 0.5237020316027088, "recall": 0.4222020018198362}, "group": {"f1": 0.6152256286600069, "f1_ci": {"90": [0.5945103130246991, 0.6374704452133914], "95": [0.5902147083464299, 0.6407439785680712]}, "precision": 0.6447653429602888, "recall": 0.5882740447957839}, "location": {"f1": 0.6798159105851413, "f1_ci": {"90": [0.6515954195494981, 0.7065228684260313], "95": [0.646596286962582, 0.7124493642560418]}, "precision": 0.6422360248447205, "recall": 0.7220670391061452}, "person": {"f1": 0.8448868778280542, "f1_ci": {"90": [0.8343973181095194, 0.8549887043226098], "95": [0.8319527490533347, 0.8570455559167381]}, "precision": 0.8297191610380377, "recall": 0.8606194690265486}, "product": {"f1": 0.6666666666666667, "f1_ci": {"90": [0.6452512118485499, 0.6877656402687181], "95": [0.6405735428551591, 0.6908174750739359]}, "precision": 0.6794871794871795, "recall": 0.654320987654321}}}, "2020.test": {"micro/f1": 0.651460361613352, "micro/f1_ci": {"90": [0.6305997364833857, 0.6695794736812504], "95": [0.6269839088527567, 0.6749042831834553]}, "micro/recall": 0.6076803321224702, "micro/precision": 0.7020383693045563, "macro/f1": 0.6081745135588633, "macro/f1_ci": {"90": [0.5854739740621966, 0.6281268906531955], "95": [0.581483892413636, 0.6343555010851516]}, "macro/recall": 0.5706180236424009, "macro/precision": 0.6574828031156369, "per_entity_metric": {"corporation": {"f1": 0.5804749340369394, "f1_ci": {"90": [0.5156140581232493, 0.6325686506372356], "95": [0.5058044742163802, 0.6415385361594802]}, "precision": 0.5851063829787234, "recall": 0.5759162303664922}, "creative_work": {"f1": 0.49853372434017595, "f1_ci": {"90": [0.4344938384299407, 0.5531050547402748], "95": [0.42452631578947353, 0.5626611469938013]}, "precision": 0.5246913580246914, "recall": 0.4748603351955307}, "event": {"f1": 0.4473684210526316, "f1_ci": {"90": [0.39322736633500616, 0.5023485303606792], "95": [0.38337182448036955, 0.511726656523523]}, "precision": 0.5340314136125655, "recall": 0.3849056603773585}, "group": {"f1": 0.560460652591171, "f1_ci": {"90": [0.5110098560700875, 0.608893264449275], "95": [0.5010438972162741, 0.6203138617664004]}, "precision": 0.6952380952380952, "recall": 0.4694533762057878}, "location": {"f1": 0.6707692307692309, "f1_ci": {"90": [0.6067931688804554, 0.7277823315118398], "95": [0.5954828423929547, 0.7365481158894334]}, "precision": 0.68125, "recall": 0.6606060606060606}, "person": {"f1": 0.8263473053892216, "f1_ci": {"90": [0.7996677782129142, 0.8497937470551579], "95": [0.7938117295076058, 0.856165669034084]}, "precision": 0.8429319371727748, "recall": 0.8104026845637584}, "product": {"f1": 0.6732673267326733, "f1_ci": {"90": [0.6195010523709298, 0.7234149470758046], "95": [0.6084558684914979, 0.7323297582567245]}, "precision": 0.7391304347826086, "recall": 0.6181818181818182}}}, "2021.test (span detection)": {"micro/f1": 0.7809734513274336, "micro/f1_ci": {}, "micro/recall": 0.7756447322770903, "micro/precision": 0.7863758940086762, "macro/f1": 0.7809734513274336, "macro/f1_ci": {}, "macro/recall": 0.7756447322770903, "macro/precision": 0.7863758940086762}, "2020.test (span detection)": {"micro/f1": 0.7504867872044506, "micro/f1_ci": {}, "micro/recall": 0.7000518941359626, "micro/precision": 0.8087529976019184, "macro/f1": 0.7504867872044506, "macro/f1_ci": {}, "macro/recall": 0.7000518941359626, "macro/precision": 0.8087529976019184}}
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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 sha256:435a08751df64f3580fd90dad1d6d7d4ce4b02f63b0549a84c5eb887e243df68
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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": "
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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": "tner/roberta-base-tweetner-2020", "special_tokens_map_file": "/home/c.c2042013/.cache/huggingface/transformers/50b59a38fc2e537c71176f5dc67d01aa59db7eb70ea39a00abf861586901d1fd.a11ebb04664c067c8fe5ef8f8068b0f721263414a26058692f7b2e4ba2a1b342", "tokenizer_class": "RobertaTokenizer"}
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trainer_config.json
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{"data_split": "2021.train", "model": "tner/roberta-base-tweetner-2020", "crf": true, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 1e-06, "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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