userReviewed-20250408182938

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7038
Overall Strict Precision: 0.4331
Overall Strict Recall: 0.4644
Overall Strict F1: 0.4482
Overall Ent Type Precision: 0.5215
Overall Ent Type Recall: 0.5591
Overall Ent Type F1: 0.5396
Overall Partial Precision: 0.4910
Overall Partial Recall: 0.5265
Overall Partial F1: 0.5081
Overall Exact Precision: 0.4435
Overall Exact Recall: 0.4756
Overall Exact F1: 0.4590
Hotelcountry Strict Precision: 0.0139
Hotelcountry Strict Recall: 0.6705
Hotelcountry Strict F1: 0.0271
Hotelcountry Ent Type Precision: 0.0141
Hotelcountry Ent Type Recall: 0.6836
Hotelcountry Ent Type F1: 0.0277
Hotelcountry Partial Precision: 0.0148
Hotelcountry Partial Recall: 0.7173
Hotelcountry Partial F1: 0.0290
Hotelcountry Exact Precision: 0.0147
Hotelcountry Exact Recall: 0.7091
Hotelcountry Exact F1: 0.0287
Cardtype Strict Precision: 0.0
Cardtype Strict Recall: 0.0
Cardtype Strict F1: 0
Cardtype Ent Type Precision: 0.0
Cardtype Ent Type Recall: 0.0
Cardtype Ent Type F1: 0
Cardtype Partial Precision: 0.0
Cardtype Partial Recall: 0.0
Cardtype Partial F1: 0
Cardtype Exact Precision: 0.0
Cardtype Exact Recall: 0.0
Cardtype Exact F1: 0
Companyaddress Strict Precision: 0.0607
Companyaddress Strict Recall: 0.6684
Companyaddress Strict F1: 0.1113
Companyaddress Ent Type Precision: 0.0804
Companyaddress Ent Type Recall: 0.8849
Companyaddress Ent Type F1: 0.1474
Companyaddress Partial Precision: 0.0710
Companyaddress Partial Recall: 0.7817
Companyaddress Partial F1: 0.1302
Companyaddress Exact Precision: 0.0610
Companyaddress Exact Recall: 0.6718
Companyaddress Exact F1: 0.1119
Roomno Strict Precision: 0.0893
Roomno Strict Recall: 0.6955
Roomno Strict F1: 0.1583
Roomno Ent Type Precision: 0.0900
Roomno Ent Type Recall: 0.7009
Roomno Ent Type F1: 0.1596
Roomno Partial Precision: 0.0910
Roomno Partial Recall: 0.7087
Roomno Partial F1: 0.1614
Roomno Exact Precision: 0.0905
Roomno Exact Recall: 0.7042
Roomno Exact F1: 0.1603
Hotelzipcode Strict Precision: 0.0580
Hotelzipcode Strict Recall: 0.5415
Hotelzipcode Strict F1: 0.1048
Hotelzipcode Ent Type Precision: 0.0638
Hotelzipcode Ent Type Recall: 0.5957
Hotelzipcode Ent Type F1: 0.1153
Hotelzipcode Partial Precision: 0.0613
Hotelzipcode Partial Recall: 0.5725
Hotelzipcode Partial F1: 0.1108
Hotelzipcode Exact Precision: 0.0583
Hotelzipcode Exact Recall: 0.5442
Hotelzipcode Exact F1: 0.1053
Checkout Strict Precision: 0.0
Checkout Strict Recall: 0
Checkout Strict F1: 0
Checkout Ent Type Precision: 0.0
Checkout Ent Type Recall: 0
Checkout Ent Type F1: 0
Checkout Partial Precision: 0.0
Checkout Partial Recall: 0
Checkout Partial F1: 0
Checkout Exact Precision: 0.0
Checkout Exact Recall: 0
Checkout Exact F1: 0
Hoteladdress Strict Precision: 0.0178
Hoteladdress Strict Recall: 0.2404
Hoteladdress Strict F1: 0.0332
Hoteladdress Ent Type Precision: 0.0375
Hoteladdress Ent Type Recall: 0.5054
Hoteladdress Ent Type F1: 0.0698
Hoteladdress Partial Precision: 0.0278
Hoteladdress Partial Recall: 0.3746
Hoteladdress Partial F1: 0.0517
Hoteladdress Exact Precision: 0.0178
Hoteladdress Exact Recall: 0.2405
Hoteladdress Exact F1: 0.0332
Pagenumber Strict Precision: 0.0290
Pagenumber Strict Recall: 0.1251
Pagenumber Strict F1: 0.0471
Pagenumber Ent Type Precision: 0.0305
Pagenumber Ent Type Recall: 0.1316
Pagenumber Ent Type F1: 0.0495
Pagenumber Partial Precision: 0.0386
Pagenumber Partial Recall: 0.1664
Pagenumber Partial F1: 0.0627
Pagenumber Exact Precision: 0.0353
Pagenumber Exact Recall: 0.1523
Pagenumber Exact F1: 0.0573
Hotelemail Strict Precision: 0.0569
Hotelemail Strict Recall: 0.8081
Hotelemail Strict F1: 0.1064
Hotelemail Ent Type Precision: 0.0606
Hotelemail Ent Type Recall: 0.8602
Hotelemail Ent Type F1: 0.1132
Hotelemail Partial Precision: 0.0588
Hotelemail Partial Recall: 0.8346
Hotelemail Partial F1: 0.1099
Hotelemail Exact Precision: 0.0570
Hotelemail Exact Recall: 0.8084
Hotelemail Exact F1: 0.1064
Invoicedate Strict Precision: 0.0
Invoicedate Strict Recall: 0
Invoicedate Strict F1: 0
Invoicedate Ent Type Precision: 0.0
Invoicedate Ent Type Recall: 0
Invoicedate Ent Type F1: 0
Invoicedate Partial Precision: 0.0
Invoicedate Partial Recall: 0
Invoicedate Partial F1: 0
Invoicedate Exact Precision: 0.0
Invoicedate Exact Recall: 0
Invoicedate Exact F1: 0
Hotelvatnumber Strict Precision: 0.0247
Hotelvatnumber Strict Recall: 0.6820
Hotelvatnumber Strict F1: 0.0476
Hotelvatnumber Ent Type Precision: 0.0263
Hotelvatnumber Ent Type Recall: 0.7273
Hotelvatnumber Ent Type F1: 0.0508
Hotelvatnumber Partial Precision: 0.0269
Hotelvatnumber Partial Recall: 0.7430
Hotelvatnumber Partial F1: 0.0519
Hotelvatnumber Exact Precision: 0.0259
Hotelvatnumber Exact Recall: 0.7152
Hotelvatnumber Exact F1: 0.0499
Documenttype Strict Precision: 0.0
Documenttype Strict Recall: 0
Documenttype Strict F1: 0
Documenttype Ent Type Precision: 0.0
Documenttype Ent Type Recall: 0
Documenttype Ent Type F1: 0
Documenttype Partial Precision: 0.0
Documenttype Partial Recall: 0
Documenttype Partial F1: 0
Documenttype Exact Precision: 0.0
Documenttype Exact Recall: 0
Documenttype Exact F1: 0
Hotelfaxnumber Strict Precision: 0.0190
Hotelfaxnumber Strict Recall: 0.4772
Hotelfaxnumber Strict F1: 0.0365
Hotelfaxnumber Ent Type Precision: 0.0301
Hotelfaxnumber Ent Type Recall: 0.7569
Hotelfaxnumber Ent Type F1: 0.0578
Hotelfaxnumber Partial Precision: 0.0245
Hotelfaxnumber Partial Recall: 0.6174
Hotelfaxnumber Partial F1: 0.0472
Hotelfaxnumber Exact Precision: 0.0190
Hotelfaxnumber Exact Recall: 0.4772
Hotelfaxnumber Exact F1: 0.0365
Taxamount Strict Precision: 0.0067
Taxamount Strict Recall: 0.5210
Taxamount Strict F1: 0.0132
Taxamount Ent Type Precision: 0.0075
Taxamount Ent Type Recall: 0.5836
Taxamount Ent Type F1: 0.0148
Taxamount Partial Precision: 0.0072
Taxamount Partial Recall: 0.5589
Taxamount Partial F1: 0.0142
Taxamount Exact Precision: 0.0068
Taxamount Exact Recall: 0.5266
Taxamount Exact F1: 0.0133
Netamount Strict Precision: 0.0082
Netamount Strict Recall: 0.6051
Netamount Strict F1: 0.0162
Netamount Ent Type Precision: 0.0093
Netamount Ent Type Recall: 0.6863
Netamount Ent Type F1: 0.0184
Netamount Partial Precision: 0.0089
Netamount Partial Recall: 0.6535
Netamount Partial F1: 0.0175
Netamount Exact Precision: 0.0083
Netamount Exact Recall: 0.6100
Netamount Exact F1: 0.0164
Hotelphonenumber Strict Precision: 0.0252
Hotelphonenumber Strict Recall: 0.4261
Hotelphonenumber Strict F1: 0.0475
Hotelphonenumber Ent Type Precision: 0.0431
Hotelphonenumber Ent Type Recall: 0.7289
Hotelphonenumber Ent Type F1: 0.0813
Hotelphonenumber Partial Precision: 0.0342
Hotelphonenumber Partial Recall: 0.5781
Hotelphonenumber Partial F1: 0.0645
Hotelphonenumber Exact Precision: 0.0252
Hotelphonenumber Exact Recall: 0.4265
Hotelphonenumber Exact F1: 0.0476
Companycountry Strict Precision: 0.0476
Companycountry Strict Recall: 0.8305
Companycountry Strict F1: 0.0901
Companycountry Ent Type Precision: 0.0483
Companycountry Ent Type Recall: 0.8429
Companycountry Ent Type F1: 0.0914
Companycountry Partial Precision: 0.0494
Companycountry Partial Recall: 0.8615
Companycountry Partial F1: 0.0934
Companycountry Exact Precision: 0.0489
Companycountry Exact Recall: 0.8537
Companycountry Exact F1: 0.0926
Companyname Strict Precision: 0.0589
Companyname Strict Recall: 0.5915
Companyname Strict F1: 0.1072
Companyname Ent Type Precision: 0.0783
Companyname Ent Type Recall: 0.7860
Companyname Ent Type F1: 0.1424
Companyname Partial Precision: 0.0696
Companyname Partial Recall: 0.6980
Companyname Partial F1: 0.1265
Companyname Exact Precision: 0.0593
Companyname Exact Recall: 0.5952
Companyname Exact F1: 0.1079
Companycity Strict Precision: 0.0742
Companycity Strict Recall: 0.8360
Companycity Strict F1: 0.1362
Companycity Ent Type Precision: 0.0789
Companycity Ent Type Recall: 0.8892
Companycity Ent Type F1: 0.1449
Companycity Partial Precision: 0.0782
Companycity Partial Recall: 0.8814
Companycity Partial F1: 0.1436
Companycity Exact Precision: 0.0755
Companycity Exact Recall: 0.8512
Companycity Exact F1: 0.1387
Invoicenumber Strict Precision: 0.0770
Invoicenumber Strict Recall: 0.8232
Invoicenumber Strict F1: 0.1409
Invoicenumber Ent Type Precision: 0.0824
Invoicenumber Ent Type Recall: 0.8803
Invoicenumber Ent Type F1: 0.1507
Invoicenumber Partial Precision: 0.0804
Invoicenumber Partial Recall: 0.8588
Invoicenumber Partial F1: 0.1470
Invoicenumber Exact Precision: 0.0776
Invoicenumber Exact Recall: 0.8294
Invoicenumber Exact F1: 0.1420
Externalreservationnumber Strict Precision: 0.0016
Externalreservationnumber Strict Recall: 0.4387
Externalreservationnumber Strict F1: 0.0032
Externalreservationnumber Ent Type Precision: 0.0019
Externalreservationnumber Ent Type Recall: 0.5244
Externalreservationnumber Ent Type F1: 0.0038
Externalreservationnumber Partial Precision: 0.0025
Externalreservationnumber Partial Recall: 0.6866
Externalreservationnumber Partial F1: 0.0049
Externalreservationnumber Exact Precision: 0.0023
Externalreservationnumber Exact Recall: 0.6235
Externalreservationnumber Exact F1: 0.0045
Reservationnumber Strict Precision: 0.0086
Reservationnumber Strict Recall: 0.6326
Reservationnumber Strict F1: 0.0169
Reservationnumber Ent Type Precision: 0.0089
Reservationnumber Ent Type Recall: 0.6539
Reservationnumber Ent Type F1: 0.0175
Reservationnumber Partial Precision: 0.0099
Reservationnumber Partial Recall: 0.7270
Reservationnumber Partial F1: 0.0195
Reservationnumber Exact Precision: 0.0097
Reservationnumber Exact Recall: 0.7121
Reservationnumber Exact F1: 0.0191
Travellername Strict Precision: 0.0561
Travellername Strict Recall: 0.4414
Travellername Strict F1: 0.0995
Travellername Ent Type Precision: 0.0823
Travellername Ent Type Recall: 0.6483
Travellername Ent Type F1: 0.1461
Travellername Partial Precision: 0.0704
Travellername Partial Recall: 0.5540
Travellername Partial F1: 0.1249
Travellername Exact Precision: 0.0568
Travellername Exact Recall: 0.4469
Travellername Exact F1: 0.1007
Hotelcity Strict Precision: 0.0569
Hotelcity Strict Recall: 0.4331
Hotelcity Strict F1: 0.1006
Hotelcity Ent Type Precision: 0.0627
Hotelcity Ent Type Recall: 0.4768
Hotelcity Ent Type F1: 0.1108
Hotelcity Partial Precision: 0.0613
Hotelcity Partial Recall: 0.4662
Hotelcity Partial F1: 0.1083
Hotelcity Exact Precision: 0.0581
Hotelcity Exact Recall: 0.4422
Hotelcity Exact F1: 0.1027
Cardnumber Strict Precision: 0.0
Cardnumber Strict Recall: 0
Cardnumber Strict F1: 0
Cardnumber Ent Type Precision: 0.0
Cardnumber Ent Type Recall: 0
Cardnumber Ent Type F1: 0
Cardnumber Partial Precision: 0.0
Cardnumber Partial Recall: 0
Cardnumber Partial F1: 0
Cardnumber Exact Precision: 0.0
Cardnumber Exact Recall: 0
Cardnumber Exact F1: 0
Companyzipcode Strict Precision: 0.0
Companyzipcode Strict Recall: 0
Companyzipcode Strict F1: 0
Companyzipcode Ent Type Precision: 0.0
Companyzipcode Ent Type Recall: 0
Companyzipcode Ent Type F1: 0
Companyzipcode Partial Precision: 0.0
Companyzipcode Partial Recall: 0
Companyzipcode Partial F1: 0
Companyzipcode Exact Precision: 0.0
Companyzipcode Exact Recall: 0
Companyzipcode Exact F1: 0
Bookingnumber Strict Precision: 0.0156
Bookingnumber Strict Recall: 0.4866
Bookingnumber Strict F1: 0.0303
Bookingnumber Ent Type Precision: 0.0173
Bookingnumber Ent Type Recall: 0.5389
Bookingnumber Ent Type F1: 0.0335
Bookingnumber Partial Precision: 0.0205
Bookingnumber Partial Recall: 0.6391
Bookingnumber Partial F1: 0.0398
Bookingnumber Exact Precision: 0.0191
Bookingnumber Exact Recall: 0.5964
Bookingnumber Exact F1: 0.0371
Checkin Strict Precision: 0.0
Checkin Strict Recall: 0
Checkin Strict F1: 0
Checkin Ent Type Precision: 0.0
Checkin Ent Type Recall: 0
Checkin Ent Type F1: 0
Checkin Partial Precision: 0.0
Checkin Partial Recall: 0
Checkin Partial F1: 0
Checkin Exact Precision: 0.0
Checkin Exact Recall: 0
Checkin Exact F1: 0
Grossamount Strict Precision: 0.0164
Grossamount Strict Recall: 0.1872
Grossamount Strict F1: 0.0302
Grossamount Ent Type Precision: 0.0173
Grossamount Ent Type Recall: 0.1978
Grossamount Ent Type F1: 0.0319
Grossamount Partial Precision: 0.0173
Grossamount Partial Recall: 0.1975
Grossamount Partial F1: 0.0318
Grossamount Exact Precision: 0.0167
Grossamount Exact Recall: 0.1910
Grossamount Exact F1: 0.0308
Currencycode Strict Precision: 0.0126
Currencycode Strict Recall: 0.1256
Currencycode Strict F1: 0.0229
Currencycode Ent Type Precision: 0.0127
Currencycode Ent Type Recall: 0.1266
Currencycode Ent Type F1: 0.0231
Currencycode Partial Precision: 0.0127
Currencycode Partial Recall: 0.1265
Currencycode Partial F1: 0.0230
Currencycode Exact Precision: 0.0126
Currencycode Exact Recall: 0.1256
Currencycode Exact F1: 0.0229
Hotelname Strict Precision: 0.0360
Hotelname Strict Recall: 0.2215
Hotelname Strict F1: 0.0620
Hotelname Ent Type Precision: 0.0630
Hotelname Ent Type Recall: 0.3874
Hotelname Ent Type F1: 0.1084
Hotelname Partial Precision: 0.0503
Hotelname Partial Recall: 0.3089
Hotelname Partial F1: 0.0864
Hotelname Exact Precision: 0.0361
Hotelname Exact Recall: 0.2220
Hotelname Exact F1: 0.0621
Companyvatnumber Strict Precision: 0.0031
Companyvatnumber Strict Recall: 0.3011
Companyvatnumber Strict F1: 0.0061
Companyvatnumber Ent Type Precision: 0.0055
Companyvatnumber Ent Type Recall: 0.5438
Companyvatnumber Ent Type F1: 0.0109
Companyvatnumber Partial Precision: 0.0045
Companyvatnumber Partial Recall: 0.4422
Companyvatnumber Partial F1: 0.0089
Companyvatnumber Exact Precision: 0.0032
Companyvatnumber Exact Recall: 0.3154
Companyvatnumber Exact F1: 0.0063
Hotelbankaccount Strict Precision: 0.0
Hotelbankaccount Strict Recall: 0
Hotelbankaccount Strict F1: 0
Hotelbankaccount Ent Type Precision: 0.0
Hotelbankaccount Ent Type Recall: 0
Hotelbankaccount Ent Type F1: 0
Hotelbankaccount Partial Precision: 0.0
Hotelbankaccount Partial Recall: 0
Hotelbankaccount Partial F1: 0
Hotelbankaccount Exact Precision: 0.0
Hotelbankaccount Exact Recall: 0
Hotelbankaccount Exact F1: 0
Hoteltaxcode Strict Precision: 0.0041
Hoteltaxcode Strict Recall: 0.3131
Hoteltaxcode Strict F1: 0.0081
Hoteltaxcode Ent Type Precision: 0.0049
Hoteltaxcode Ent Type Recall: 0.3780
Hoteltaxcode Ent Type F1: 0.0097
Hoteltaxcode Partial Precision: 0.0045
Hoteltaxcode Partial Recall: 0.3476
Hoteltaxcode Partial F1: 0.0090
Hoteltaxcode Exact Precision: 0.0041
Hoteltaxcode Exact Recall: 0.3140
Hoteltaxcode Exact F1: 0.0081

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-06
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.5
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Overall Strict Precision	Overall Strict Recall	Overall Strict F1	Overall Ent Type Precision	Overall Ent Type Recall	Overall Ent Type F1	Overall Partial Precision	Overall Partial Recall	Overall Partial F1	Overall Exact Precision	Overall Exact Recall	Overall Exact F1	Hotelcountry Strict Precision	Hotelcountry Strict Recall	Hotelcountry Strict F1	Hotelcountry Ent Type Precision	Hotelcountry Ent Type Recall	Hotelcountry Ent Type F1	Hotelcountry Partial Precision	Hotelcountry Partial Recall	Hotelcountry Partial F1	Hotelcountry Exact Precision	Hotelcountry Exact Recall	Hotelcountry Exact F1	Cardtype Strict Precision	Cardtype Strict Recall	Cardtype Strict F1	Cardtype Ent Type Precision	Cardtype Ent Type Recall	Cardtype Ent Type F1	Cardtype Partial Precision	Cardtype Partial Recall	Cardtype Partial F1	Cardtype Exact Precision	Cardtype Exact Recall	Cardtype Exact F1	Companyaddress Strict Precision	Companyaddress Strict Recall	Companyaddress Strict F1	Companyaddress Ent Type Precision	Companyaddress Ent Type Recall	Companyaddress Ent Type F1	Companyaddress Partial Precision	Companyaddress Partial Recall	Companyaddress Partial F1	Companyaddress Exact Precision	Companyaddress Exact Recall	Companyaddress Exact F1	Roomno Strict Precision	Roomno Strict Recall	Roomno Strict F1	Roomno Ent Type Precision	Roomno Ent Type Recall	Roomno Ent Type F1	Roomno Partial Precision	Roomno Partial Recall	Roomno Partial F1	Roomno Exact Precision	Roomno Exact Recall	Roomno Exact F1	Hotelzipcode Strict Precision	Hotelzipcode Strict Recall	Hotelzipcode Strict F1	Hotelzipcode Ent Type Precision	Hotelzipcode Ent Type Recall	Hotelzipcode Ent Type F1	Hotelzipcode Partial Precision	Hotelzipcode Partial Recall	Hotelzipcode Partial F1	Hotelzipcode Exact Precision	Hotelzipcode Exact Recall	Hotelzipcode Exact F1	Checkout Strict Precision	Checkout Strict Recall	Checkout Strict F1	Checkout Ent Type Precision	Checkout Ent Type Recall	Checkout Ent Type F1	Checkout Partial Precision	Checkout Partial Recall	Checkout Partial F1	Checkout Exact Precision	Checkout Exact Recall	Checkout Exact F1	Hoteladdress Strict Precision	Hoteladdress Strict Recall	Hoteladdress Strict F1	Hoteladdress Ent Type Precision	Hoteladdress Ent Type Recall	Hoteladdress Ent Type F1	Hoteladdress Partial Precision	Hoteladdress Partial Recall	Hoteladdress Partial F1	Hoteladdress Exact Precision	Hoteladdress Exact Recall	Hoteladdress Exact F1	Pagenumber Strict Precision	Pagenumber Strict Recall	Pagenumber Strict F1	Pagenumber Ent Type Precision	Pagenumber Ent Type Recall	Pagenumber Ent Type F1	Pagenumber Partial Precision	Pagenumber Partial Recall	Pagenumber Partial F1	Pagenumber Exact Precision	Pagenumber Exact Recall	Pagenumber Exact F1	Hotelemail Strict Precision	Hotelemail Strict Recall	Hotelemail Strict F1	Hotelemail Ent Type Precision	Hotelemail Ent Type Recall	Hotelemail Ent Type F1	Hotelemail Partial Precision	Hotelemail Partial Recall	Hotelemail Partial F1	Hotelemail Exact Precision	Hotelemail Exact Recall	Hotelemail Exact F1	Invoicedate Strict Precision	Invoicedate Strict Recall	Invoicedate Strict F1	Invoicedate Ent Type Precision	Invoicedate Ent Type Recall	Invoicedate Ent Type F1	Invoicedate Partial Precision	Invoicedate Partial Recall	Invoicedate Partial F1	Invoicedate Exact Precision	Invoicedate Exact Recall	Invoicedate Exact F1	Hotelvatnumber Strict Precision	Hotelvatnumber Strict Recall	Hotelvatnumber Strict F1	Hotelvatnumber Ent Type Precision	Hotelvatnumber Ent Type Recall	Hotelvatnumber Ent Type F1	Hotelvatnumber Partial Precision	Hotelvatnumber Partial Recall	Hotelvatnumber Partial F1	Hotelvatnumber Exact Precision	Hotelvatnumber Exact Recall	Hotelvatnumber Exact F1	Documenttype Strict Precision	Documenttype Strict Recall	Documenttype Strict F1	Documenttype Ent Type Precision	Documenttype Ent Type Recall	Documenttype Ent Type F1	Documenttype Partial Precision	Documenttype Partial Recall	Documenttype Partial F1	Documenttype Exact Precision	Documenttype Exact Recall	Documenttype Exact F1	Hotelfaxnumber Strict Precision	Hotelfaxnumber Strict Recall	Hotelfaxnumber Strict F1	Hotelfaxnumber Ent Type Precision	Hotelfaxnumber Ent Type Recall	Hotelfaxnumber Ent Type F1	Hotelfaxnumber Partial Precision	Hotelfaxnumber Partial Recall	Hotelfaxnumber Partial F1	Hotelfaxnumber Exact Precision	Hotelfaxnumber Exact Recall	Hotelfaxnumber Exact F1	Taxamount Strict Precision	Taxamount Strict Recall	Taxamount Strict F1	Taxamount Ent Type Precision	Taxamount Ent Type Recall	Taxamount Ent Type F1	Taxamount Partial Precision	Taxamount Partial Recall	Taxamount Partial F1	Taxamount Exact Precision	Taxamount Exact Recall	Taxamount Exact F1	Netamount Strict Precision	Netamount Strict Recall	Netamount Strict F1	Netamount Ent Type Precision	Netamount Ent Type Recall	Netamount Ent Type F1	Netamount Partial Precision	Netamount Partial Recall	Netamount Partial F1	Netamount Exact Precision	Netamount Exact Recall	Netamount Exact F1	Hotelphonenumber Strict Precision	Hotelphonenumber Strict Recall	Hotelphonenumber Strict F1	Hotelphonenumber Ent Type Precision	Hotelphonenumber Ent Type Recall	Hotelphonenumber Ent Type F1	Hotelphonenumber Partial Precision	Hotelphonenumber Partial Recall	Hotelphonenumber Partial F1	Hotelphonenumber Exact Precision	Hotelphonenumber Exact Recall	Hotelphonenumber Exact F1	Companycountry Strict Precision	Companycountry Strict Recall	Companycountry Strict F1	Companycountry Ent Type Precision	Companycountry Ent Type Recall	Companycountry Ent Type F1	Companycountry Partial Precision	Companycountry Partial Recall	Companycountry Partial F1	Companycountry Exact Precision	Companycountry Exact Recall	Companycountry Exact F1	Companyname Strict Precision	Companyname Strict Recall	Companyname Strict F1	Companyname Ent Type Precision	Companyname Ent Type Recall	Companyname Ent Type F1	Companyname Partial Precision	Companyname Partial Recall	Companyname Partial F1	Companyname Exact Precision	Companyname Exact Recall	Companyname Exact F1	Companycity Strict Precision	Companycity Strict Recall	Companycity Strict F1	Companycity Ent Type Precision	Companycity Ent Type Recall	Companycity Ent Type F1	Companycity Partial Precision	Companycity Partial Recall	Companycity Partial F1	Companycity Exact Precision	Companycity Exact Recall	Companycity Exact F1	Invoicenumber Strict Precision	Invoicenumber Strict Recall	Invoicenumber Strict F1	Invoicenumber Ent Type Precision	Invoicenumber Ent Type Recall	Invoicenumber Ent Type F1	Invoicenumber Partial Precision	Invoicenumber Partial Recall	Invoicenumber Partial F1	Invoicenumber Exact Precision	Invoicenumber Exact Recall	Invoicenumber Exact F1	Externalreservationnumber Strict Precision	Externalreservationnumber Strict Recall	Externalreservationnumber Strict F1	Externalreservationnumber Ent Type Precision	Externalreservationnumber Ent Type Recall	Externalreservationnumber Ent Type F1	Externalreservationnumber Partial Precision	Externalreservationnumber Partial Recall	Externalreservationnumber Partial F1	Externalreservationnumber Exact Precision	Externalreservationnumber Exact Recall	Externalreservationnumber Exact F1	Reservationnumber Strict Precision	Reservationnumber Strict Recall	Reservationnumber Strict F1	Reservationnumber Ent Type Precision	Reservationnumber Ent Type Recall	Reservationnumber Ent Type F1	Reservationnumber Partial Precision	Reservationnumber Partial Recall	Reservationnumber Partial F1	Reservationnumber Exact Precision	Reservationnumber Exact Recall	Reservationnumber Exact F1	Travellername Strict Precision	Travellername Strict Recall	Travellername Strict F1	Travellername Ent Type Precision	Travellername Ent Type Recall	Travellername Ent Type F1	Travellername Partial Precision	Travellername Partial Recall	Travellername Partial F1	Travellername Exact Precision	Travellername Exact Recall	Travellername Exact F1	Hotelcity Strict Precision	Hotelcity Strict Recall	Hotelcity Strict F1	Hotelcity Ent Type Precision	Hotelcity Ent Type Recall	Hotelcity Ent Type F1	Hotelcity Partial Precision	Hotelcity Partial Recall	Hotelcity Partial F1	Hotelcity Exact Precision	Hotelcity Exact Recall	Hotelcity Exact F1	Cardnumber Strict Precision	Cardnumber Strict Recall	Cardnumber Strict F1	Cardnumber Ent Type Precision	Cardnumber Ent Type Recall	Cardnumber Ent Type F1	Cardnumber Partial Precision	Cardnumber Partial Recall	Cardnumber Partial F1	Cardnumber Exact Precision	Cardnumber Exact Recall	Cardnumber Exact F1	Companyzipcode Strict Precision	Companyzipcode Strict Recall	Companyzipcode Strict F1	Companyzipcode Ent Type Precision	Companyzipcode Ent Type Recall	Companyzipcode Ent Type F1	Companyzipcode Partial Precision	Companyzipcode Partial Recall	Companyzipcode Partial F1	Companyzipcode Exact Precision	Companyzipcode Exact Recall	Companyzipcode Exact F1	Bookingnumber Strict Precision	Bookingnumber Strict Recall	Bookingnumber Strict F1	Bookingnumber Ent Type Precision	Bookingnumber Ent Type Recall	Bookingnumber Ent Type F1	Bookingnumber Partial Precision	Bookingnumber Partial Recall	Bookingnumber Partial F1	Bookingnumber Exact Precision	Bookingnumber Exact Recall	Bookingnumber Exact F1	Checkin Strict Precision	Checkin Strict Recall	Checkin Strict F1	Checkin Ent Type Precision	Checkin Ent Type Recall	Checkin Ent Type F1	Checkin Partial Precision	Checkin Partial Recall	Checkin Partial F1	Checkin Exact Precision	Checkin Exact Recall	Checkin Exact F1	Grossamount Strict Precision	Grossamount Strict Recall	Grossamount Strict F1	Grossamount Ent Type Precision	Grossamount Ent Type Recall	Grossamount Ent Type F1	Grossamount Partial Precision	Grossamount Partial Recall	Grossamount Partial F1	Grossamount Exact Precision	Grossamount Exact Recall	Grossamount Exact F1	Currencycode Strict Precision	Currencycode Strict Recall	Currencycode Strict F1	Currencycode Ent Type Precision	Currencycode Ent Type Recall	Currencycode Ent Type F1	Currencycode Partial Precision	Currencycode Partial Recall	Currencycode Partial F1	Currencycode Exact Precision	Currencycode Exact Recall	Currencycode Exact F1	Hotelname Strict Precision	Hotelname Strict Recall	Hotelname Strict F1	Hotelname Ent Type Precision	Hotelname Ent Type Recall	Hotelname Ent Type F1	Hotelname Partial Precision	Hotelname Partial Recall	Hotelname Partial F1	Hotelname Exact Precision	Hotelname Exact Recall	Hotelname Exact F1	Companyvatnumber Strict Precision	Companyvatnumber Strict Recall	Companyvatnumber Strict F1	Companyvatnumber Ent Type Precision	Companyvatnumber Ent Type Recall	Companyvatnumber Ent Type F1	Companyvatnumber Partial Precision	Companyvatnumber Partial Recall	Companyvatnumber Partial F1	Companyvatnumber Exact Precision	Companyvatnumber Exact Recall	Companyvatnumber Exact F1	Hotelbankaccount Strict Precision	Hotelbankaccount Strict Recall	Hotelbankaccount Strict F1	Hotelbankaccount Ent Type Precision	Hotelbankaccount Ent Type Recall	Hotelbankaccount Ent Type F1	Hotelbankaccount Partial Precision	Hotelbankaccount Partial Recall	Hotelbankaccount Partial F1	Hotelbankaccount Exact Precision	Hotelbankaccount Exact Recall	Hotelbankaccount Exact F1	Hoteltaxcode Strict Precision	Hoteltaxcode Strict Recall	Hoteltaxcode Strict F1	Hoteltaxcode Ent Type Precision	Hoteltaxcode Ent Type Recall	Hoteltaxcode Ent Type F1	Hoteltaxcode Partial Precision	Hoteltaxcode Partial Recall	Hoteltaxcode Partial F1	Hoteltaxcode Exact Precision	Hoteltaxcode Exact Recall	Hoteltaxcode Exact F1
0.7594	0.9998	1155	0.4045	0.5200	0.5275	0.5237	0.6277	0.6368	0.6322	0.5842	0.5927	0.5884	0.5278	0.5355	0.5316	0.0193	0.6935	0.0376	0.0196	0.7033	0.0382	0.0206	0.7377	0.0400	0.0204	0.7311	0.0397	0.0045	0.3386	0.0088	0.0060	0.4572	0.0119	0.0052	0.3979	0.0103	0.0045	0.3386	0.0088	0.0752	0.6542	0.1349	0.1018	0.8857	0.1827	0.0892	0.7756	0.1600	0.0756	0.6574	0.1356	0.1131	0.7739	0.1973	0.1146	0.7845	0.2000	0.1159	0.7932	0.2023	0.1150	0.7867	0.2006	0.0792	0.6266	0.1406	0.0852	0.6747	0.1514	0.0830	0.6569	0.1474	0.0798	0.6320	0.1418	0.0009	0.2469	0.0019	0.0013	0.3382	0.0025	0.0011	0.2988	0.0022	0.0010	0.2531	0.0019	0.0375	0.2831	0.0662	0.0778	0.5875	0.1374	0.0580	0.4381	0.1025	0.0376	0.2840	0.0664	0.0465	0.6699	0.0869	0.0478	0.6889	0.0893	0.0473	0.6820	0.0885	0.0465	0.6711	0.0870	0.0721	0.8374	0.1327	0.0758	0.8812	0.1396	0.0740	0.8597	0.1362	0.0721	0.8376	0.1327	0.0023	0.1965	0.0045	0.0034	0.2881	0.0066	0.0028	0.2423	0.0056	0.0023	0.1965	0.0045	0.0346	0.6122	0.0654	0.0417	0.7383	0.0789	0.0399	0.7067	0.0755	0.0359	0.6354	0.0679	0.0222	0.6492	0.0429	0.0244	0.7139	0.0472	0.0233	0.6818	0.0451	0.0222	0.6494	0.0429	0.0392	0.6520	0.0740	0.0526	0.8747	0.0992	0.0459	0.7638	0.0866	0.0392	0.6520	0.0740	0.0088	0.4437	0.0172	0.0113	0.5715	0.0222	0.0101	0.5088	0.0197	0.0088	0.4449	0.0173	0.0260	0.6613	0.0501	0.0316	0.8027	0.0608	0.0289	0.7347	0.0556	0.0261	0.6632	0.0502	0.0534	0.5818	0.0978	0.0774	0.8431	0.1418	0.0655	0.7137	0.1200	0.0535	0.5827	0.0980	0.0593	0.8667	0.1111	0.0599	0.8750	0.1122	0.0608	0.8879	0.1138	0.0605	0.8833	0.1132	0.0738	0.5660	0.1306	0.0984	0.7551	0.1742	0.0875	0.6711	0.1548	0.0744	0.5706	0.1316	0.0940	0.8706	0.1697	0.0988	0.9155	0.1784	0.0981	0.9085	0.1770	0.0954	0.8836	0.1722	0.0947	0.8360	0.1701	0.1018	0.8985	0.1828	0.0991	0.8749	0.1780	0.0953	0.8415	0.1712	0.0008	0.4195	0.0015	0.0010	0.5381	0.0020	0.0013	0.6928	0.0025	0.0011	0.6186	0.0023	0.0108	0.5400	0.0211	0.0118	0.5941	0.0232	0.0135	0.6792	0.0265	0.0125	0.6270	0.0245	0.0753	0.4216	0.1278	0.1109	0.6210	0.1882	0.0945	0.5291	0.1603	0.0762	0.4266	0.1293	0.0798	0.5914	0.1406	0.0864	0.6407	0.1523	0.0852	0.6316	0.1501	0.0815	0.6041	0.1436	0.0	0.0	0	0.0000	0.0066	0.0000	0.0000	0.0033	0.0000	0.0	0.0	0	0.0257	0.4627	0.0487	0.0287	0.5172	0.0544	0.0273	0.4921	0.0518	0.0258	0.4642	0.0488	0.0157	0.4115	0.0302	0.0203	0.5332	0.0392	0.0230	0.6043	0.0444	0.0198	0.5187	0.0381	0.0024	0.2979	0.0047	0.0029	0.3658	0.0058	0.0026	0.3319	0.0052	0.0024	0.2979	0.0047	0.0647	0.5032	0.1147	0.0738	0.5741	0.1309	0.0703	0.5464	0.1245	0.0656	0.5097	0.1162	0.0282	0.0990	0.0439	0.0288	0.1011	0.0448	0.0286	0.1006	0.0446	0.0282	0.0990	0.0439	0.0435	0.2304	0.0732	0.0770	0.4075	0.1295	0.0612	0.3237	0.1029	0.0437	0.2311	0.0734	0.0177	0.6645	0.0345	0.0203	0.7627	0.0396	0.0199	0.7489	0.0389	0.0186	0.6966	0.0361	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0107	0.5217	0.0209	0.0137	0.6717	0.0269	0.0127	0.6217	0.0249	0.0110	0.5401	0.0216
0.5393	1.9996	2310	0.5153	0.4672	0.5246	0.4942	0.5665	0.6360	0.5992	0.5268	0.5915	0.5573	0.4748	0.5331	0.5023	0.0164	0.6500	0.0319	0.0166	0.6607	0.0325	0.0176	0.7004	0.0344	0.0174	0.6924	0.0340	0.0001	0.1573	0.0002	0.0002	0.3146	0.0004	0.0001	0.2360	0.0003	0.0001	0.1573	0.0002	0.0664	0.6718	0.1208	0.0882	0.8926	0.1605	0.0778	0.7877	0.1417	0.0667	0.6756	0.1215	0.0986	0.7514	0.1743	0.0997	0.7599	0.1762	0.1007	0.7678	0.1781	0.1000	0.7623	0.1768	0.0696	0.5816	0.1244	0.0753	0.6288	0.1345	0.0729	0.6088	0.1302	0.0700	0.5843	0.1250	0.0000	0.1111	0.0001	0.0001	0.1778	0.0001	0.0000	0.1444	0.0001	0.0000	0.1111	0.0001	0.0277	0.2518	0.0499	0.0628	0.5710	0.1132	0.0454	0.4132	0.0819	0.0278	0.2524	0.0500	0.0391	0.6514	0.0738	0.0403	0.6716	0.0761	0.0400	0.6659	0.0754	0.0392	0.6530	0.0740	0.0624	0.8266	0.1160	0.0662	0.8770	0.1230	0.0643	0.8523	0.1196	0.0624	0.8268	0.1160	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0279	0.6582	0.0536	0.0322	0.7580	0.0617	0.0315	0.7414	0.0603	0.0289	0.6821	0.0555	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0276	0.5127	0.0525	0.0421	0.7810	0.0799	0.0349	0.6475	0.0663	0.0276	0.5127	0.0525	0.0061	0.6844	0.0122	0.0068	0.7531	0.0134	0.0066	0.7343	0.0130	0.0062	0.6962	0.0124	0.0086	0.6770	0.0171	0.0096	0.7552	0.0190	0.0092	0.7195	0.0181	0.0087	0.6796	0.0171	0.0408	0.5120	0.0755	0.0633	0.7957	0.1173	0.0521	0.6548	0.0965	0.0408	0.5124	0.0756	0.0524	0.8552	0.0988	0.0527	0.8596	0.0993	0.0537	0.8765	0.1013	0.0536	0.8736	0.1009	0.0642	0.5864	0.1158	0.0851	0.7768	0.1534	0.0757	0.6905	0.1364	0.0647	0.5904	0.1166	0.0831	0.8589	0.1515	0.0870	0.8997	0.1587	0.0867	0.8963	0.1581	0.0845	0.8732	0.1540	0.0838	0.8350	0.1523	0.0893	0.8898	0.1623	0.0873	0.8694	0.1586	0.0844	0.8411	0.1534	0.0017	0.3942	0.0034	0.0020	0.4673	0.0041	0.0028	0.6317	0.0055	0.0025	0.5693	0.0050	0.0098	0.6248	0.0192	0.0101	0.6463	0.0199	0.0115	0.7323	0.0225	0.0111	0.7070	0.0218	0.0641	0.4387	0.1119	0.0941	0.6441	0.1642	0.0806	0.5514	0.1406	0.0650	0.4446	0.1134	0.0696	0.5387	0.1232	0.0760	0.5886	0.1346	0.0745	0.5772	0.1320	0.0710	0.5495	0.1257	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0000	0.3846	0.0001	0.0000	0.3846	0.0001	0.0000	0.3846	0.0001	0.0000	0.3846	0.0001	0.0157	0.4789	0.0303	0.0182	0.5548	0.0352	0.0206	0.6288	0.0398	0.0190	0.5801	0.0368	0.0000	0.1277	0.0001	0.0001	0.2128	0.0001	0.0001	0.1702	0.0001	0.0000	0.1277	0.0001	0.0239	0.2294	0.0433	0.0260	0.2498	0.0471	0.0261	0.2510	0.0474	0.0248	0.2384	0.0450	0.0166	0.1104	0.0288	0.0168	0.1121	0.0292	0.0169	0.1124	0.0293	0.0166	0.1104	0.0288	0.0383	0.2254	0.0654	0.0678	0.3995	0.1160	0.0539	0.3171	0.0921	0.0384	0.2259	0.0656	0.0060	0.3532	0.0119	0.0083	0.4870	0.0164	0.0074	0.4356	0.0146	0.0062	0.3648	0.0123	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0095	0.4859	0.0185	0.0119	0.6119	0.0234	0.0111	0.5681	0.0217	0.0096	0.4941	0.0189
0.4866	2.9994	3465	0.6018	0.4520	0.5015	0.4754	0.5486	0.6087	0.5771	0.5104	0.5664	0.5370	0.4599	0.5103	0.4837	0.0149	0.6438	0.0292	0.0152	0.6582	0.0298	0.0162	0.6984	0.0316	0.0160	0.6902	0.0313	0.0951	0.6974	0.1675	0.0960	0.7038	0.1690	0.0970	0.7108	0.1707	0.0963	0.7062	0.1696	0.0649	0.5575	0.1162	0.0704	0.6054	0.1262	0.0681	0.5848	0.1219	0.0652	0.5600	0.1167	0.0385	0.2802	0.0676	0.0398	0.2899	0.0700	0.0405	0.2952	0.0712	0.0393	0.2861	0.0690	0.0596	0.8183	0.1111	0.0635	0.8720	0.1184	0.0616	0.8455	0.1148	0.0596	0.8185	0.1112	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0267	0.7017	0.0514	0.0291	0.7662	0.0561	0.0294	0.7734	0.0566	0.0279	0.7348	0.0538	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0087	0.6524	0.0172	0.0100	0.7482	0.0197	0.0094	0.7065	0.0186	0.0088	0.6572	0.0173	0.0789	0.8446	0.1443	0.0832	0.8903	0.1522	0.0827	0.8849	0.1512	0.0803	0.8592	0.1468	0.0014	0.3667	0.0029	0.0019	0.4798	0.0038	0.0025	0.6220	0.0049	0.0021	0.5428	0.0043	0.0094	0.6463	0.0185	0.0096	0.6633	0.0190	0.0107	0.7384	0.0211	0.0105	0.7218	0.0206	0.0605	0.4374	0.1062	0.0893	0.6461	0.1569	0.0762	0.5513	0.1339	0.0612	0.4431	0.1076	0.0623	0.5010	0.1108	0.0683	0.5494	0.1215	0.0666	0.5361	0.1185	0.0633	0.5096	0.1127	0.0173	0.1870	0.0317	0.0189	0.2045	0.0346	0.0188	0.2037	0.0345	0.0179	0.1934	0.0327	0.0028	0.2198	0.0054	0.0054	0.4330	0.0107	0.0043	0.3434	0.0085	0.0029	0.2310	0.0057	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0.0	0	0.0000	0.6667	0.0001	0.0000	0.3333	0.0000	0.0	0.0	0	0.0632	0.6722	0.1155	0.0841	0.8942	0.1537	0.0741	0.7884	0.1355	0.0635	0.6758	0.1162	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0238	0.2483	0.0434	0.0532	0.5561	0.0971	0.0386	0.4040	0.0705	0.0238	0.2491	0.0435	0.0243	0.5010	0.0464	0.0382	0.7870	0.0729	0.0313	0.6445	0.0597	0.0243	0.5010	0.0464	0.0069	0.6504	0.0137	0.0076	0.7082	0.0149	0.0074	0.6930	0.0146	0.0070	0.6593	0.0139	0.0336	0.4502	0.0626	0.0565	0.7563	0.1051	0.0451	0.6040	0.0840	0.0336	0.4504	0.0626	0.0502	0.8479	0.0948	0.0506	0.8553	0.0956	0.0516	0.8722	0.0975	0.0513	0.8674	0.0969	0.0615	0.6040	0.1117	0.0818	0.8023	0.1484	0.0726	0.7123	0.1317	0.0620	0.6081	0.1125	0.0808	0.8337	0.1473	0.0860	0.8873	0.1568	0.0841	0.8677	0.1533	0.0814	0.8401	0.1484	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0000	1.0	0.0001	0.0162	0.4816	0.0313	0.0183	0.5460	0.0355	0.0214	0.6381	0.0415	0.0200	0.5951	0.0387	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0144	0.1242	0.0259	0.0146	0.1255	0.0261	0.0146	0.1253	0.0261	0.0145	0.1243	0.0259	0.0365	0.2263	0.0628	0.0646	0.4005	0.1112	0.0513	0.3181	0.0883	0.0366	0.2268	0.0630	0.0070	0.4208	0.0138	0.0087	0.5215	0.0171	0.0080	0.4761	0.0156	0.0070	0.4220	0.0139
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0.4036	5.9996	6931	0.6921	0.4330	0.4750	0.4530	0.5216	0.5722	0.5457	0.4895	0.5370	0.5122	0.4423	0.4852	0.4627	0.0138	0.6712	0.0271	0.0141	0.6857	0.0277	0.0147	0.7162	0.0289	0.0146	0.7072	0.0285	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0604	0.6691	0.1108	0.0800	0.8857	0.1467	0.0707	0.7830	0.1297	0.0607	0.6726	0.1114	0.0893	0.6955	0.1582	0.0900	0.7013	0.1595	0.0909	0.7086	0.1612	0.0903	0.7040	0.1601	0.0576	0.5423	0.1042	0.0634	0.5970	0.1147	0.0610	0.5736	0.1102	0.0579	0.5451	0.1047	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0178	0.2409	0.0331	0.0373	0.5063	0.0695	0.0277	0.3752	0.0515	0.0178	0.2410	0.0331	0.0294	0.1513	0.0493	0.0311	0.1598	0.0521	0.0361	0.1853	0.0604	0.0335	0.1723	0.0561	0.0566	0.8079	0.1058	0.0603	0.8602	0.1126	0.0585	0.8345	0.1093	0.0566	0.8081	0.1058	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0243	0.6899	0.0470	0.0260	0.7383	0.0503	0.0265	0.7507	0.0512	0.0255	0.7220	0.0492	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0187	0.4719	0.0360	0.0299	0.7544	0.0576	0.0243	0.6135	0.0468	0.0187	0.4719	0.0360	0.0066	0.5271	0.0131	0.0074	0.5890	0.0146	0.0071	0.5647	0.0140	0.0067	0.5324	0.0132	0.0082	0.6161	0.0161	0.0093	0.6994	0.0183	0.0088	0.6646	0.0174	0.0082	0.6202	0.0162	0.0252	0.4292	0.0476	0.0432	0.7374	0.0817	0.0342	0.5839	0.0647	0.0252	0.4297	0.0476	0.0477	0.8343	0.0902	0.0483	0.8450	0.0913	0.0494	0.8641	0.0934	0.0490	0.8573	0.0927	0.0587	0.5954	0.1069	0.0780	0.7901	0.1419	0.0693	0.7019	0.1261	0.0591	0.5991	0.1076	0.0741	0.8392	0.1361	0.0787	0.8918	0.1447	0.0781	0.8843	0.1435	0.0754	0.8543	0.1386	0.0770	0.8256	0.1408	0.0822	0.8819	0.1504	0.0802	0.8606	0.1468	0.0775	0.8317	0.1418	0.0016	0.4269	0.0031	0.0019	0.5189	0.0038	0.0025	0.6856	0.0050	0.0023	0.6174	0.0045	0.0086	0.6370	0.0169	0.0089	0.6575	0.0175	0.0099	0.7312	0.0194	0.0097	0.7163	0.0191	0.0561	0.4252	0.0991	0.0825	0.6255	0.1458	0.0706	0.5350	0.1247	0.0568	0.4308	0.1004	0.0567	0.4423	0.1004	0.0625	0.4883	0.1109	0.0610	0.4764	0.1082	0.0578	0.4514	0.1025	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0155	0.4866	0.0301	0.0172	0.5398	0.0334	0.0204	0.6385	0.0395	0.0190	0.5958	0.0368	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0163	0.1890	0.0299	0.0172	0.2002	0.0317	0.0172	0.1999	0.0317	0.0166	0.1932	0.0306	0.0123	0.1258	0.0224	0.0124	0.1267	0.0226	0.0124	0.1266	0.0226	0.0123	0.1258	0.0224	0.0355	0.2230	0.0613	0.0622	0.3901	0.1072	0.0496	0.3112	0.0855	0.0356	0.2235	0.0614	0.0029	0.2875	0.0057	0.0053	0.5290	0.0106	0.0043	0.4256	0.0085	0.0030	0.2983	0.0060	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0040	0.3097	0.0079	0.0048	0.3741	0.0095	0.0044	0.3438	0.0088	0.0040	0.3101	0.0079
0.3893	6.9994	8086	0.6992	0.4338	0.4733	0.4527	0.5223	0.5699	0.5451	0.4904	0.5351	0.5118	0.4432	0.4836	0.4625	0.0139	0.6709	0.0272	0.0141	0.6837	0.0277	0.0148	0.7178	0.0291	0.0147	0.7100	0.0287	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0606	0.6686	0.1111	0.0802	0.8860	0.1472	0.0709	0.7824	0.1299	0.0609	0.6721	0.1116	0.0892	0.6985	0.1582	0.0899	0.7041	0.1595	0.0908	0.7112	0.1611	0.0903	0.7070	0.1602	0.0584	0.5440	0.1055	0.0641	0.5974	0.1158	0.0617	0.5747	0.1114	0.0587	0.5469	0.1060	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0184	0.2423	0.0341	0.0381	0.5030	0.0709	0.0284	0.3746	0.0528	0.0184	0.2426	0.0342	0.0290	0.1444	0.0483	0.0305	0.1516	0.0507	0.0356	0.1771	0.0593	0.0331	0.1648	0.0552	0.0569	0.8090	0.1062	0.0605	0.8609	0.1130	0.0587	0.8354	0.1097	0.0569	0.8093	0.1063	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0248	0.6825	0.0478	0.0265	0.7291	0.0511	0.0271	0.7452	0.0522	0.0260	0.7170	0.0503	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0192	0.4811	0.0369	0.0303	0.7592	0.0582	0.0248	0.6205	0.0476	0.0192	0.4811	0.0369	0.0067	0.5245	0.0133	0.0074	0.5809	0.0147	0.0072	0.5595	0.0142	0.0068	0.5301	0.0134	0.0081	0.6134	0.0161	0.0093	0.6992	0.0183	0.0088	0.6633	0.0174	0.0082	0.6175	0.0162	0.0255	0.4319	0.0481	0.0432	0.7319	0.0815	0.0344	0.5825	0.0649	0.0255	0.4323	0.0482	0.0475	0.8304	0.0899	0.0483	0.8434	0.0913	0.0493	0.8616	0.0933	0.0489	0.8535	0.0924	0.0589	0.5942	0.1071	0.0782	0.7889	0.1422	0.0694	0.7007	0.1263	0.0592	0.5978	0.1078	0.0741	0.8372	0.1361	0.0788	0.8902	0.1447	0.0781	0.8825	0.1435	0.0754	0.8523	0.1386	0.0770	0.8219	0.1408	0.0824	0.8795	0.1507	0.0804	0.8580	0.1470	0.0776	0.8285	0.1419	0.0016	0.4357	0.0032	0.0019	0.5142	0.0037	0.0025	0.6811	0.0049	0.0023	0.6210	0.0045	0.0085	0.6386	0.0168	0.0088	0.6589	0.0174	0.0098	0.7321	0.0193	0.0096	0.7179	0.0189	0.0559	0.4423	0.0993	0.0822	0.6503	0.1460	0.0703	0.5556	0.1247	0.0566	0.4478	0.1005	0.0566	0.4360	0.1002	0.0625	0.4811	0.1106	0.0610	0.4700	0.1080	0.0578	0.4453	0.1024	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0156	0.4850	0.0302	0.0173	0.5375	0.0335	0.0205	0.6388	0.0398	0.0191	0.5952	0.0371	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0164	0.1872	0.0301	0.0173	0.1980	0.0318	0.0173	0.1978	0.0318	0.0167	0.1913	0.0307	0.0124	0.1258	0.0226	0.0125	0.1269	0.0227	0.0125	0.1267	0.0227	0.0124	0.1258	0.0226	0.0360	0.2219	0.0619	0.0631	0.3889	0.1085	0.0503	0.3100	0.0865	0.0361	0.2224	0.0621	0.0029	0.2926	0.0057	0.0054	0.5475	0.0106	0.0043	0.4383	0.0085	0.0030	0.3043	0.0059	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0041	0.3106	0.0081	0.0050	0.3746	0.0098	0.0046	0.3447	0.0090	0.0041	0.3116	0.0081
0.3885	7.9983	9240	0.7038	0.4331	0.4644	0.4482	0.5215	0.5591	0.5396	0.4910	0.5265	0.5081	0.4435	0.4756	0.4590	0.0139	0.6705	0.0271	0.0141	0.6836	0.0277	0.0148	0.7173	0.0290	0.0147	0.7091	0.0287	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0	0.0	0	0.0607	0.6684	0.1113	0.0804	0.8849	0.1474	0.0710	0.7817	0.1302	0.0610	0.6718	0.1119	0.0893	0.6955	0.1583	0.0900	0.7009	0.1596	0.0910	0.7087	0.1614	0.0905	0.7042	0.1603	0.0580	0.5415	0.1048	0.0638	0.5957	0.1153	0.0613	0.5725	0.1108	0.0583	0.5442	0.1053	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0178	0.2404	0.0332	0.0375	0.5054	0.0698	0.0278	0.3746	0.0517	0.0178	0.2405	0.0332	0.0290	0.1251	0.0471	0.0305	0.1316	0.0495	0.0386	0.1664	0.0627	0.0353	0.1523	0.0573	0.0569	0.8081	0.1064	0.0606	0.8602	0.1132	0.0588	0.8346	0.1099	0.0570	0.8084	0.1064	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0247	0.6820	0.0476	0.0263	0.7273	0.0508	0.0269	0.7430	0.0519	0.0259	0.7152	0.0499	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0190	0.4772	0.0365	0.0301	0.7569	0.0578	0.0245	0.6174	0.0472	0.0190	0.4772	0.0365	0.0067	0.5210	0.0132	0.0075	0.5836	0.0148	0.0072	0.5589	0.0142	0.0068	0.5266	0.0133	0.0082	0.6051	0.0162	0.0093	0.6863	0.0184	0.0089	0.6535	0.0175	0.0083	0.6100	0.0164	0.0252	0.4261	0.0475	0.0431	0.7289	0.0813	0.0342	0.5781	0.0645	0.0252	0.4265	0.0476	0.0476	0.8305	0.0901	0.0483	0.8429	0.0914	0.0494	0.8615	0.0934	0.0489	0.8537	0.0926	0.0589	0.5915	0.1072	0.0783	0.7860	0.1424	0.0696	0.6980	0.1265	0.0593	0.5952	0.1079	0.0742	0.8360	0.1362	0.0789	0.8892	0.1449	0.0782	0.8814	0.1436	0.0755	0.8512	0.1387	0.0770	0.8232	0.1409	0.0824	0.8803	0.1507	0.0804	0.8588	0.1470	0.0776	0.8294	0.1420	0.0016	0.4387	0.0032	0.0019	0.5244	0.0038	0.0025	0.6866	0.0049	0.0023	0.6235	0.0045	0.0086	0.6326	0.0169	0.0089	0.6539	0.0175	0.0099	0.7270	0.0195	0.0097	0.7121	0.0191	0.0561	0.4414	0.0995	0.0823	0.6483	0.1461	0.0704	0.5540	0.1249	0.0568	0.4469	0.1007	0.0569	0.4331	0.1006	0.0627	0.4768	0.1108	0.0613	0.4662	0.1083	0.0581	0.4422	0.1027	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0156	0.4866	0.0303	0.0173	0.5389	0.0335	0.0205	0.6391	0.0398	0.0191	0.5964	0.0371	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0164	0.1872	0.0302	0.0173	0.1978	0.0319	0.0173	0.1975	0.0318	0.0167	0.1910	0.0308	0.0126	0.1256	0.0229	0.0127	0.1266	0.0231	0.0127	0.1265	0.0230	0.0126	0.1256	0.0229	0.0360	0.2215	0.0620	0.0630	0.3874	0.1084	0.0503	0.3089	0.0864	0.0361	0.2220	0.0621	0.0031	0.3011	0.0061	0.0055	0.5438	0.0109	0.0045	0.4422	0.0089	0.0032	0.3154	0.0063	0.0	0	0	0.0	0	0	0.0	0	0	0.0	0	0	0.0041	0.3131	0.0081	0.0049	0.3780	0.0097	0.0045	0.3476	0.0090	0.0041	0.3140	0.0081

Framework versions

Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

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Safetensors

Model size

0.2B params

Tensor type

F32

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