updated model files
Browse files- config.json +6 -6
- eval_results.txt +4 -0
- tokenizer_config.json +1 -16
- training_progress_scores.csv +29 -0
config.json
CHANGED
@@ -11,16 +11,16 @@
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "
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"1": "
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"2": "
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"
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"
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"
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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eval_results.txt
ADDED
@@ -0,0 +1,4 @@
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eval_loss = 0.061167137617421395
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f1_score = 0.9648662235379545
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precision = 0.9612276346203236
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recall = 0.9685324638356235
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tokenizer_config.json
CHANGED
@@ -1,16 +1 @@
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{
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"do_lower_case": false,
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"do_basic_tokenize": true,
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"never_split": null,
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"unk_token": "[UNK]",
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"sep_token": "[SEP]",
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"pad_token": "[PAD]",
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"tokenize_chinese_chars": true,
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"strip_accents": null,
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"model_max_length": 512,
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"special_tokens_map_file": null,
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"name_or_path": "bert-large-cased",
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"tokenizer_class": "BertTokenizer"
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}
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{"do_lower_case": false, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "tokenizer_file": "/home/sam/.cache/huggingface/transformers/75be22d7750034989358861e325977feda47740e1c3f8a4dc1cb73570aad843e.2b9a196704f2f183fe3f4b48d6e662dba8203fdcb3346bfa896831378edf6f97", "name_or_path": "bert-large-cased", "tokenizer_class": "BertTokenizer"}
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training_progress_scores.csv
ADDED
@@ -0,0 +1,29 @@
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global_step,train_loss,eval_loss,precision,recall,f1_score
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500,0.007581932470202446,0.07520355188474497,0.8669141635729554,0.9306040766331116,0.8976307852314093
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1000,0.04216049239039421,0.06077631997306373,0.8607203574111414,0.9389453889880875,0.8981327920658102
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1500,0.0028899949975311756,0.057350501998572175,0.9241525813546989,0.9531696124351974,0.938436844474263
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+
2000,0.05302853509783745,0.06097400809681778,0.944389258066726,0.9512891511183569,0.9478266474721214
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+
2353,0.0032778969034552574,0.04456851387687447,0.902562676827972,0.9521172441753142,0.9266779446149197
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2500,0.018591150641441345,0.05848436432731241,0.9272330133650233,0.9557228993608157,0.9412624246028375
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+
3000,0.053025975823402405,0.05124464090028568,0.9310619194787139,0.9589145080178385,0.9447829819059518
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3500,0.0014473552582785487,0.05313493127800351,0.9422447408710657,0.9608898549974554,0.951475964330862
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4000,0.07083650678396225,0.04853879902211225,0.9446397337273083,0.9596735933200493,0.9520973201028656
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+
4500,0.009007592685520649,0.041883065983694186,0.9336678702175607,0.9613729092806804,0.9473178692551573
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+
4706,0.0003281784593127668,0.04338375121308074,0.938311797563766,0.9621319945828912,0.9500726146822203
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5000,0.010362996719777584,0.043102149878265474,0.9322141538050154,0.9623045139697574,0.9470203735144312
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+
5500,0.030205219984054565,0.0455509968784568,0.9445532518403458,0.9651424578837047,0.9547368645604455
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6000,0.0005797464400529861,0.04463238641486926,0.9482472199620288,0.9650561981902717,0.956577872969865
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6500,0.0075051793828606606,0.04087219411031742,0.9359086182025562,0.962606422896773,0.949069802053877
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7000,0.0074796611443161964,0.04322933663870992,0.9528950619913936,0.9646162737537631,0.9587198436240806
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+
7059,0.00048343068920075893,0.04181959683803667,0.9496054975820819,0.9655047485961235,0.957489125274274
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7500,0.0008980808779597282,0.04782667562439947,0.9568521193575684,0.9656341381362731,0.9612230703840771
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8000,0.019552884623408318,0.05795671805083763,0.9563792750358386,0.9667986439976193,0.9615607345541586
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8500,0.0004622614069376141,0.05230412267701325,0.9540909323203244,0.9662465819596477,0.9601302847836801
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9000,0.00027256805333308876,0.04744021896397177,0.9521660803208756,0.9665312389479768,0.9592948841430265
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9412,8.708691893843934e-05,0.05034951700891713,0.9571483359611369,0.9687567390385494,0.9629175526442143
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9500,0.0001998538209591061,0.055368390772068496,0.9578800058025924,0.968290936694011,0.9630573357698676
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10000,0.01602429524064064,0.05962661065816631,0.9575058012558012,0.9681356692458315,0.962791395912415
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10500,0.0036623200867325068,0.06314988210496593,0.962033146892801,0.9658670393085423,0.9639462809917354
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11000,0.0017030838644132018,0.06320890702416958,0.9613907886392075,0.9676353630239198,0.9645029684752656
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11500,0.008592898026108742,0.06004220840402733,0.9605725873383929,0.9683944483261306,0.9644676592125497
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11765,6.884566391818225e-05,0.061167137617421395,0.9612276346203236,0.9685324638356235,0.9648662235379545
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