clip-roberta-finetuned

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

• Loss: 1.7885

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: 5e-06
• train_batch_size: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 1000.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.3333	100	1.3757
No log	2.6667	200	1.6360
No log	4.0	300	1.3093
No log	5.3333	400	1.6471
1.2974	6.6667	500	1.4341
1.2974	8.0	600	1.2909
1.2974	9.3333	700	1.5774
1.2974	10.6667	800	1.5693
1.2974	12.0	900	1.3354
1.0923	13.3333	1000	1.5447
1.0923	14.6667	1100	1.6669
1.0923	16.0	1200	1.6088
1.0923	17.3333	1300	1.7851
1.0923	18.6667	1400	1.7353
1.0658	20.0	1500	1.7231
1.0658	21.3333	1600	1.9703
1.0658	22.6667	1700	1.8358
1.0658	24.0	1800	1.7885
1.0658	25.3333	1900	1.7439
1.0656	26.6667	2000	1.8050
1.0656	28.0	2100	1.5398
1.0656	29.3333	2200	1.5121
1.0656	30.6667	2300	1.5402
1.0656	32.0	2400	1.7192
1.0312	33.3333	2500	1.7869
1.0312	34.6667	2600	1.7577
1.0312	36.0	2700	1.7128
1.0312	37.3333	2800	1.7279
1.0312	38.6667	2900	1.8015
1.0194	40.0	3000	1.7510
1.0194	41.3333	3100	1.7213
1.0194	42.6667	3200	1.6871
1.0194	44.0	3300	1.7161
1.0194	45.3333	3400	1.7033
1.0267	46.6667	3500	1.6090
1.0267	48.0	3600	1.6582
1.0267	49.3333	3700	1.8187
1.0267	50.6667	3800	1.7960
1.0267	52.0	3900	1.7181
1.0336	53.3333	4000	1.7711
1.0336	54.6667	4100	1.8512
1.0336	56.0	4200	1.6164
1.0336	57.3333	4300	1.7198
1.0336	58.6667	4400	1.9392
1.0152	60.0	4500	1.7398
1.0152	61.3333	4600	1.7675
1.0152	62.6667	4700	1.7337
1.0152	64.0	4800	1.9170
1.0152	65.3333	4900	1.9818
1.0139	66.6667	5000	1.7038
1.0139	68.0	5100	1.8328
1.0139	69.3333	5200	1.6285
1.0139	70.6667	5300	1.8206
1.0139	72.0	5400	1.8342
1.0068	73.3333	5500	1.8048
1.0068	74.6667	5600	1.7320
1.0068	76.0	5700	1.7143
1.0068	77.3333	5800	2.0508
1.0068	78.6667	5900	1.7538
1.0056	80.0	6000	1.7577
1.0056	81.3333	6100	1.7149
1.0056	82.6667	6200	1.6160
1.0056	84.0	6300	1.6220
1.0056	85.3333	6400	1.8385
1.0003	86.6667	6500	1.6388
1.0003	88.0	6600	1.7860
1.0003	89.3333	6700	1.8467
1.0003	90.6667	6800	1.8202
1.0003	92.0	6900	1.7831
0.9939	93.3333	7000	1.5784
0.9939	94.6667	7100	1.8027
0.9939	96.0	7200	1.7966
0.9939	97.3333	7300	1.6956
0.9939	98.6667	7400	1.8204
1.0131	100.0	7500	1.7424
1.0131	101.3333	7600	1.5216
1.0131	102.6667	7700	1.6042
1.0131	104.0	7800	1.7261
1.0131	105.3333	7900	1.6648
1.0327	106.6667	8000	1.6512
1.0327	108.0	8100	1.7187
1.0327	109.3333	8200	1.7838
1.0327	110.6667	8300	1.6908
1.0327	112.0	8400	1.5459
1.004	113.3333	8500	1.8061
1.004	114.6667	8600	1.8637
1.004	116.0	8700	1.6184
1.004	117.3333	8800	1.6870
1.004	118.6667	8900	1.7125
0.9897	120.0	9000	1.6457
0.9897	121.3333	9100	1.6648
0.9897	122.6667	9200	1.6011
0.9897	124.0	9300	1.6195
0.9897	125.3333	9400	1.7013
0.9933	126.6667	9500	1.7618
0.9933	128.0	9600	1.6934
0.9933	129.3333	9700	1.7036
0.9933	130.6667	9800	1.6653
0.9933	132.0	9900	1.6666
0.9757	133.3333	10000	1.7314
0.9757	134.6667	10100	1.7937
0.9757	136.0	10200	1.6462
0.9757	137.3333	10300	1.5436
0.9757	138.6667	10400	2.0111
0.9935	140.0	10500	1.7568
0.9935	141.3333	10600	1.7115
0.9935	142.6667	10700	1.7389
0.9935	144.0	10800	1.7510
0.9935	145.3333	10900	1.9284
0.9858	146.6667	11000	1.8227
0.9858	148.0	11100	1.5214
0.9858	149.3333	11200	1.7092
0.9858	150.6667	11300	1.8388
0.9858	152.0	11400	1.6451
1.0067	153.3333	11500	1.7067
1.0067	154.6667	11600	1.6046
1.0067	156.0	11700	1.6563
1.0067	157.3333	11800	1.6087
1.0067	158.6667	11900	1.6843
0.9771	160.0	12000	1.7212
0.9771	161.3333	12100	1.7619
0.9771	162.6667	12200	1.7759
0.9771	164.0	12300	1.8585
0.9771	165.3333	12400	1.8833
1.0029	166.6667	12500	1.5845
1.0029	168.0	12600	1.7250
1.0029	169.3333	12700	1.6341
1.0029	170.6667	12800	1.6908
1.0029	172.0	12900	1.7291
1.0056	173.3333	13000	1.7934
1.0056	174.6667	13100	1.6862
1.0056	176.0	13200	1.6645
1.0056	177.3333	13300	1.6266
1.0056	178.6667	13400	1.4598
0.9797	180.0	13500	1.5745
0.9797	181.3333	13600	1.4517
0.9797	182.6667	13700	1.7140
0.9797	184.0	13800	1.7389
0.9797	185.3333	13900	1.7348
0.9865	186.6667	14000	1.5544
0.9865	188.0	14100	1.8664
0.9865	189.3333	14200	1.5657
0.9865	190.6667	14300	1.7390
0.9865	192.0	14400	2.0766
0.9972	193.3333	14500	1.7838
0.9972	194.6667	14600	1.7653
0.9972	196.0	14700	1.6500
0.9972	197.3333	14800	1.6214
0.9972	198.6667	14900	1.6204
0.9843	200.0	15000	1.8807
0.9843	201.3333	15100	1.7443
0.9843	202.6667	15200	1.6455
0.9843	204.0	15300	1.7236
0.9843	205.3333	15400	1.6652
0.9878	206.6667	15500	1.8002
0.9878	208.0	15600	1.8208
0.9878	209.3333	15700	1.6777
0.9878	210.6667	15800	2.0752
0.9878	212.0	15900	1.7015
0.9926	213.3333	16000	1.6571
0.9926	214.6667	16100	1.7757
0.9926	216.0	16200	1.7986
0.9926	217.3333	16300	1.6360
0.9926	218.6667	16400	1.7862
0.9993	220.0	16500	1.8996
0.9993	221.3333	16600	1.6890
0.9993	222.6667	16700	2.0968
0.9993	224.0	16800	1.6648
0.9993	225.3333	16900	1.5713
0.9925	226.6667	17000	1.8458
0.9925	228.0	17100	1.7706
0.9925	229.3333	17200	1.9783
0.9925	230.6667	17300	1.9077
0.9925	232.0	17400	1.4450
0.9964	233.3333	17500	1.6719
0.9964	234.6667	17600	2.0009
0.9964	236.0	17700	1.8131
0.9964	237.3333	17800	1.9490
0.9964	238.6667	17900	1.9603
1.0044	240.0	18000	1.9288
1.0044	241.3333	18100	1.5704
1.0044	242.6667	18200	1.6068
1.0044	244.0	18300	1.5850
1.0044	245.3333	18400	2.0470
0.9872	246.6667	18500	1.7222
0.9872	248.0	18600	1.8908
0.9872	249.3333	18700	1.9146
0.9872	250.6667	18800	1.5986
0.9872	252.0	18900	1.6979
0.9792	253.3333	19000	1.6714
0.9792	254.6667	19100	1.8374
0.9792	256.0	19200	1.6442
0.9792	257.3333	19300	1.7039
0.9792	258.6667	19400	1.8681
0.9874	260.0	19500	1.9041
0.9874	261.3333	19600	2.0812
0.9874	262.6667	19700	2.1596
0.9874	264.0	19800	1.8892
0.9874	265.3333	19900	2.0073
0.9658	266.6667	20000	2.1017
0.9658	268.0	20100	1.9788
0.9658	269.3333	20200	1.9469
0.9658	270.6667	20300	1.7930
0.9658	272.0	20400	2.0478
0.9922	273.3333	20500	1.8702
0.9922	274.6667	20600	1.7105
0.9922	276.0	20700	1.7072
0.9922	277.3333	20800	1.6417
0.9922	278.6667	20900	1.7585
0.9838	280.0	21000	1.7428
0.9838	281.3333	21100	1.7915
0.9838	282.6667	21200	1.7450
0.9838	284.0	21300	1.8440
0.9838	285.3333	21400	1.8164
0.9815	286.6667	21500	1.7036
0.9815	288.0	21600	1.8327
0.9815	289.3333	21700	1.6627
0.9815	290.6667	21800	1.6603
0.9815	292.0	21900	1.6701
0.9836	293.3333	22000	1.7467
0.9836	294.6667	22100	1.8039
0.9836	296.0	22200	1.6190
0.9836	297.3333	22300	1.6194
0.9836	298.6667	22400	1.5753
0.9888	300.0	22500	1.4923
0.9888	301.3333	22600	1.5361
0.9888	302.6667	22700	1.8874
0.9888	304.0	22800	1.8453
0.9888	305.3333	22900	1.6728
0.9797	306.6667	23000	1.8922
0.9797	308.0	23100	1.8606
0.9797	309.3333	23200	1.9504
0.9797	310.6667	23300	1.6589
0.9797	312.0	23400	1.5259
0.9917	313.3333	23500	1.5227
0.9917	314.6667	23600	1.6790
0.9917	316.0	23700	1.7229
0.9917	317.3333	23800	1.6771
0.9917	318.6667	23900	1.6257
0.9926	320.0	24000	1.9988
0.9926	321.3333	24100	1.5780
0.9926	322.6667	24200	1.6264
0.9926	324.0	24300	1.8260
0.9926	325.3333	24400	1.8611
0.9907	326.6667	24500	1.8523
0.9907	328.0	24600	1.6932
0.9907	329.3333	24700	1.7654
0.9907	330.6667	24800	1.7335
0.9907	332.0	24900	1.7039
0.9724	333.3333	25000	1.6618
0.9724	334.6667	25100	1.9623
0.9724	336.0	25200	1.9368
0.9724	337.3333	25300	1.7732
0.9724	338.6667	25400	1.9566
0.9798	340.0	25500	1.8827
0.9798	341.3333	25600	1.7523
0.9798	342.6667	25700	1.7631
0.9798	344.0	25800	1.8616
0.9798	345.3333	25900	1.6152
1.0	346.6667	26000	1.7113
1.0	348.0	26100	1.7063
1.0	349.3333	26200	1.5869
1.0	350.6667	26300	1.6878
1.0	352.0	26400	1.5915
0.9816	353.3333	26500	1.5613
0.9816	354.6667	26600	1.7842
0.9816	356.0	26700	1.6814
0.9816	357.3333	26800	1.7293
0.9816	358.6667	26900	1.8886
0.9845	360.0	27000	1.9464
0.9845	361.3333	27100	1.7940
0.9845	362.6667	27200	1.7593
0.9845	364.0	27300	1.6187
0.9845	365.3333	27400	1.6948
0.9705	366.6667	27500	1.7642
0.9705	368.0	27600	1.6308
0.9705	369.3333	27700	1.5529
0.9705	370.6667	27800	1.6417
0.9705	372.0	27900	1.6802
0.975	373.3333	28000	1.7856
0.975	374.6667	28100	1.5541
0.975	376.0	28200	1.6259
0.975	377.3333	28300	1.7255
0.975	378.6667	28400	1.7840
0.99	380.0	28500	1.6973
0.99	381.3333	28600	1.7193
0.99	382.6667	28700	1.6016
0.99	384.0	28800	1.8773
0.99	385.3333	28900	1.6752
0.9784	386.6667	29000	1.6632
0.9784	388.0	29100	1.5473
0.9784	389.3333	29200	1.5605
0.9784	390.6667	29300	1.6580
0.9784	392.0	29400	1.7756
0.9945	393.3333	29500	1.6096
0.9945	394.6667	29600	1.7556
0.9945	396.0	29700	2.0568
0.9945	397.3333	29800	1.6420
0.9945	398.6667	29900	1.7073
0.9859	400.0	30000	1.5981
0.9859	401.3333	30100	1.5672
0.9859	402.6667	30200	1.5390
0.9859	404.0	30300	1.5045
0.9859	405.3333	30400	1.6327
0.987	406.6667	30500	1.4833
0.987	408.0	30600	1.7449
0.987	409.3333	30700	1.7675
0.987	410.6667	30800	1.7203
0.987	412.0	30900	1.6196
0.9725	413.3333	31000	1.6557
0.9725	414.6667	31100	1.7799
0.9725	416.0	31200	1.9889
0.9725	417.3333	31300	1.7929
0.9725	418.6667	31400	1.7601
0.9783	420.0	31500	1.7172
0.9783	421.3333	31600	1.8756
0.9783	422.6667	31700	1.7748
0.9783	424.0	31800	1.7909
0.9783	425.3333	31900	1.8520
0.9849	426.6667	32000	1.4917
0.9849	428.0	32100	1.5645
0.9849	429.3333	32200	1.5803
0.9849	430.6667	32300	1.6522
0.9849	432.0	32400	1.9999
0.9772	433.3333	32500	1.6718
0.9772	434.6667	32600	1.6779
0.9772	436.0	32700	1.5872
0.9772	437.3333	32800	1.7565
0.9772	438.6667	32900	1.7727
0.9756	440.0	33000	1.7910
0.9756	441.3333	33100	1.7867
0.9756	442.6667	33200	1.7775
0.9756	444.0	33300	1.7976
0.9756	445.3333	33400	1.5831
0.9806	446.6667	33500	1.7222
0.9806	448.0	33600	1.7587
0.9806	449.3333	33700	1.7713
0.9806	450.6667	33800	1.7805
0.9806	452.0	33900	1.7822
0.9821	453.3333	34000	1.7681
0.9821	454.6667	34100	1.8012
0.9821	456.0	34200	1.7847
0.9821	457.3333	34300	1.7784
0.9821	458.6667	34400	1.7340
0.9786	460.0	34500	1.7655
0.9786	461.3333	34600	1.7261
0.9786	462.6667	34700	1.7453
0.9786	464.0	34800	1.6568
0.9786	465.3333	34900	1.6578
0.972	466.6667	35000	1.6702
0.972	468.0	35100	1.6752
0.972	469.3333	35200	1.9994
0.972	470.6667	35300	1.6725
0.972	472.0	35400	1.6621
0.9736	473.3333	35500	1.7036
0.9736	474.6667	35600	1.6911
0.9736	476.0	35700	1.6890
0.9736	477.3333	35800	1.7306
0.9736	478.6667	35900	1.7283
0.9742	480.0	36000	1.4974
0.9742	481.3333	36100	1.7059
0.9742	482.6667	36200	1.7060
0.9742	484.0	36300	1.7079
0.9742	485.3333	36400	1.7405
0.9902	486.6667	36500	1.7769
0.9902	488.0	36600	1.6518
0.9902	489.3333	36700	1.7669
0.9902	490.6667	36800	1.8105
0.9902	492.0	36900	1.6839
0.9767	493.3333	37000	1.8279
0.9767	494.6667	37100	1.7739
0.9767	496.0	37200	1.6554
0.9767	497.3333	37300	1.6143
0.9767	498.6667	37400	1.9613
0.9845	500.0	37500	1.7611
0.9845	501.3333	37600	1.7701
0.9845	502.6667	37700	1.8048
0.9845	504.0	37800	1.7465
0.9845	505.3333	37900	2.0235
0.9934	506.6667	38000	1.6972
0.9934	508.0	38100	1.7221
0.9934	509.3333	38200	1.6900
0.9934	510.6667	38300	1.6905
0.9934	512.0	38400	1.7762
0.9837	513.3333	38500	1.7382
0.9837	514.6667	38600	1.7435
0.9837	516.0	38700	1.7328
0.9837	517.3333	38800	1.7523
0.9837	518.6667	38900	1.7747
0.9842	520.0	39000	1.8172
0.9842	521.3333	39100	1.7908
0.9842	522.6667	39200	1.7846
0.9842	524.0	39300	1.7873
0.9842	525.3333	39400	1.7076
0.9665	526.6667	39500	1.6820
0.9665	528.0	39600	1.7303
0.9665	529.3333	39700	1.7036
0.9665	530.6667	39800	1.7116
0.9665	532.0	39900	1.7333
0.9951	533.3333	40000	1.7403
0.9951	534.6667	40100	1.6699
0.9951	536.0	40200	1.6887
0.9951	537.3333	40300	1.6864
0.9951	538.6667	40400	1.6653
0.9753	540.0	40500	1.6738
0.9753	541.3333	40600	1.6469
0.9753	542.6667	40700	1.8662
0.9753	544.0	40800	2.1967
0.9753	545.3333	40900	1.7643
0.9893	546.6667	41000	1.7935
0.9893	548.0	41100	1.8633
0.9893	549.3333	41200	1.8706
0.9893	550.6667	41300	1.8712
0.9893	552.0	41400	1.8823
0.9922	553.3333	41500	1.8661
0.9922	554.6667	41600	1.8561
0.9922	556.0	41700	1.8344
0.9922	557.3333	41800	1.8317
0.9922	558.6667	41900	1.8053
0.969	560.0	42000	1.7482
0.969	561.3333	42100	1.7675
0.969	562.6667	42200	1.7875
0.969	564.0	42300	1.8815
0.969	565.3333	42400	1.7954
0.9774	566.6667	42500	1.8543
0.9774	568.0	42600	1.8677
0.9774	569.3333	42700	1.8582
0.9774	570.6667	42800	1.7222
0.9774	572.0	42900	1.8004
0.9801	573.3333	43000	1.7880
0.9801	574.6667	43100	1.8814
0.9801	576.0	43200	1.8421
0.9801	577.3333	43300	1.8552
0.9801	578.6667	43400	2.1513
0.9812	580.0	43500	2.1082
0.9812	581.3333	43600	2.1574
0.9812	582.6667	43700	2.1666
0.9812	584.0	43800	1.9117
0.9812	585.3333	43900	1.8374
0.979	586.6667	44000	2.0417
0.979	588.0	44100	2.0315
0.979	589.3333	44200	1.9731
0.979	590.6667	44300	1.8571
0.979	592.0	44400	2.0701
0.9794	593.3333	44500	2.0199
0.9794	594.6667	44600	2.0371
0.9794	596.0	44700	2.0721
0.9794	597.3333	44800	1.8099
0.9794	598.6667	44900	1.8730
0.9798	600.0	45000	1.8337
0.9798	601.3333	45100	1.7989
0.9798	602.6667	45200	1.8385
0.9798	604.0	45300	1.8556
0.9798	605.3333	45400	1.8457
0.9685	606.6667	45500	1.8226
0.9685	608.0	45600	1.8561
0.9685	609.3333	45700	1.8446
0.9685	610.6667	45800	1.8914
0.9685	612.0	45900	1.9163
0.9883	613.3333	46000	2.0725
0.9883	614.6667	46100	1.8508
0.9883	616.0	46200	1.7464
0.9883	617.3333	46300	1.7489
0.9883	618.6667	46400	1.8174
0.9681	620.0	46500	1.8431
0.9681	621.3333	46600	1.8340
0.9681	622.6667	46700	1.8259
0.9681	624.0	46800	1.7972
0.9681	625.3333	46900	1.7690
0.9857	626.6667	47000	1.6657
0.9857	628.0	47100	1.6629
0.9857	629.3333	47200	1.6513
0.9857	630.6667	47300	1.7079
0.9857	632.0	47400	1.7471
0.9682	633.3333	47500	1.7287
0.9682	634.6667	47600	1.7276
0.9682	636.0	47700	1.7201
0.9682	637.3333	47800	1.7354
0.9682	638.6667	47900	1.7249
0.9808	640.0	48000	1.7139
0.9808	641.3333	48100	1.7039
0.9808	642.6667	48200	1.7000
0.9808	644.0	48300	1.7216
0.9808	645.3333	48400	1.7227
0.9715	646.6667	48500	1.7268
0.9715	648.0	48600	1.7103
0.9715	649.3333	48700	1.7828
0.9715	650.6667	48800	1.7630
0.9715	652.0	48900	1.7744
0.9787	653.3333	49000	1.6837
0.9787	654.6667	49100	1.6776
0.9787	656.0	49200	1.6682
0.9787	657.3333	49300	1.6667
0.9787	658.6667	49400	1.6990
0.9841	660.0	49500	1.7288
0.9841	661.3333	49600	1.7429
0.9841	662.6667	49700	1.8161
0.9841	664.0	49800	1.7449
0.9841	665.3333	49900	1.6394
0.9763	666.6667	50000	1.6391
0.9763	668.0	50100	1.7599
0.9763	669.3333	50200	1.7628
0.9763	670.6667	50300	1.7541
0.9763	672.0	50400	1.7541
0.9701	673.3333	50500	1.7601
0.9701	674.6667	50600	1.7487
0.9701	676.0	50700	1.7574
0.9701	677.3333	50800	1.7713
0.9701	678.6667	50900	1.7429
0.9776	680.0	51000	1.7331
0.9776	681.3333	51100	1.7390
0.9776	682.6667	51200	1.7458
0.9776	684.0	51300	1.7793
0.9776	685.3333	51400	1.7582
0.9879	686.6667	51500	1.6378
0.9879	688.0	51600	1.7654
0.9879	689.3333	51700	1.8032
0.9879	690.6667	51800	1.7764
0.9879	692.0	51900	1.7827
0.972	693.3333	52000	1.7853
0.972	694.6667	52100	1.7600
0.972	696.0	52200	1.7468
0.972	697.3333	52300	1.7261
0.972	698.6667	52400	1.7252
0.984	700.0	52500	1.6726
0.984	701.3333	52600	1.7238
0.984	702.6667	52700	1.7596
0.984	704.0	52800	1.7719
0.984	705.3333	52900	1.7889
0.9784	706.6667	53000	1.8150
0.9784	708.0	53100	1.7816
0.9784	709.3333	53200	1.7753
0.9784	710.6667	53300	1.7961
0.9784	712.0	53400	1.7825
0.9961	713.3333	53500	1.7892
0.9961	714.6667	53600	1.7977
0.9961	716.0	53700	1.7891
0.9961	717.3333	53800	1.7800
0.9961	718.6667	53900	1.8111
0.9735	720.0	54000	1.8086
0.9735	721.3333	54100	1.7823
0.9735	722.6667	54200	1.7697
0.9735	724.0	54300	1.8578
0.9735	725.3333	54400	1.7846
0.9722	726.6667	54500	1.7788
0.9722	728.0	54600	1.7930
0.9722	729.3333	54700	1.7929
0.9722	730.6667	54800	1.7887
0.9722	732.0	54900	1.7773
0.9764	733.3333	55000	1.7724
0.9764	734.6667	55100	1.7711
0.9764	736.0	55200	1.7671
0.9764	737.3333	55300	1.7742
0.9764	738.6667	55400	1.7693
0.9724	740.0	55500	1.7697
0.9724	741.3333	55600	1.7726
0.9724	742.6667	55700	1.7720
0.9724	744.0	55800	1.7682
0.9724	745.3333	55900	1.7703
0.9801	746.6667	56000	1.7634
0.9801	748.0	56100	1.7664
0.9801	749.3333	56200	1.7591
0.9801	750.6667	56300	1.7657
0.9801	752.0	56400	1.7648
0.9817	753.3333	56500	1.7628
0.9817	754.6667	56600	1.7615
0.9817	756.0	56700	1.7646
0.9817	757.3333	56800	1.7689
0.9817	758.6667	56900	1.8117
0.9688	760.0	57000	1.8124
0.9688	761.3333	57100	1.7966
0.9688	762.6667	57200	1.9901
0.9688	764.0	57300	1.7721
0.9688	765.3333	57400	1.8064
0.9712	766.6667	57500	1.7842
0.9712	768.0	57600	1.7626
0.9712	769.3333	57700	1.7606
0.9712	770.6667	57800	1.7561
0.9712	772.0	57900	1.8055
0.9802	773.3333	58000	1.7570
0.9802	774.6667	58100	1.6272
0.9802	776.0	58200	1.7638
0.9802	777.3333	58300	1.7548
0.9802	778.6667	58400	1.7789
0.9779	780.0	58500	1.8975
0.9779	781.3333	58600	1.7797
0.9779	782.6667	58700	1.7794
0.9779	784.0	58800	1.7835
0.9779	785.3333	58900	1.7745
0.9772	786.6667	59000	1.5808
0.9772	788.0	59100	1.7921
0.9772	789.3333	59200	1.8162
0.9772	790.6667	59300	1.7851
0.9772	792.0	59400	1.8117
0.9736	793.3333	59500	1.8234
0.9736	794.6667	59600	1.8043
0.9736	796.0	59700	1.8074
0.9736	797.3333	59800	1.7648
0.9736	798.6667	59900	1.7626
0.9771	800.0	60000	1.8125
0.9771	801.3333	60100	1.8087
0.9771	802.6667	60200	1.8008
0.9771	804.0	60300	1.8300
0.9771	805.3333	60400	1.7893
0.9765	806.6667	60500	1.7676
0.9765	808.0	60600	1.6956
0.9765	809.3333	60700	1.7825
0.9765	810.6667	60800	1.6787
0.9765	812.0	60900	1.7716
0.984	813.3333	61000	1.8037
0.984	814.6667	61100	1.8009
0.984	816.0	61200	1.7911
0.984	817.3333	61300	1.8005
0.984	818.6667	61400	1.7862
0.9678	820.0	61500	1.7463
0.9678	821.3333	61600	1.7833
0.9678	822.6667	61700	1.7831
0.9678	824.0	61800	1.7775
0.9678	825.3333	61900	1.7873
0.9803	826.6667	62000	1.7959
0.9803	828.0	62100	1.8055
0.9803	829.3333	62200	1.8094
0.9803	830.6667	62300	1.8108
0.9803	832.0	62400	1.8201
0.9756	833.3333	62500	1.8311
0.9756	834.6667	62600	1.8178
0.9756	836.0	62700	1.7941
0.9756	837.3333	62800	1.7446
0.9756	838.6667	62900	1.7396
0.9814	840.0	63000	1.7364
0.9814	841.3333	63100	1.7567
0.9814	842.6667	63200	1.7456
0.9814	844.0	63300	1.7258
0.9814	845.3333	63400	1.7533
0.9788	846.6667	63500	1.7578
0.9788	848.0	63600	1.7655
0.9788	849.3333	63700	1.7662
0.9788	850.6667	63800	1.7634
0.9788	852.0	63900	1.7632
0.9764	853.3333	64000	1.7601
0.9764	854.6667	64100	1.7544
0.9764	856.0	64200	1.7494
0.9764	857.3333	64300	1.7504
0.9764	858.6667	64400	1.7478
0.9679	860.0	64500	1.7418
0.9679	861.3333	64600	1.7489
0.9679	862.6667	64700	1.7406
0.9679	864.0	64800	1.7420
0.9679	865.3333	64900	1.7384
0.9712	866.6667	65000	1.7425
0.9712	868.0	65100	1.7456
0.9712	869.3333	65200	1.7438
0.9712	870.6667	65300	1.7426
0.9712	872.0	65400	1.7444
0.9858	873.3333	65500	1.7450
0.9858	874.6667	65600	1.7455
0.9858	876.0	65700	1.7523
0.9858	877.3333	65800	1.7495
0.9858	878.6667	65900	1.7484
0.9741	880.0	66000	1.7534
0.9741	881.3333	66100	1.7553
0.9741	882.6667	66200	1.7525
0.9741	884.0	66300	1.7524
0.9741	885.3333	66400	1.7549
0.9791	886.6667	66500	1.7520
0.9791	888.0	66600	1.7501
0.9791	889.3333	66700	1.7498
0.9791	890.6667	66800	1.7464
0.9791	892.0	66900	1.7526
0.9866	893.3333	67000	1.7551
0.9866	894.6667	67100	1.7563
0.9866	896.0	67200	1.7578
0.9866	897.3333	67300	1.7577
0.9866	898.6667	67400	1.7585
0.9886	900.0	67500	1.7605
0.9886	901.3333	67600	1.7590
0.9886	902.6667	67700	1.7606
0.9886	904.0	67800	1.7571
0.9886	905.3333	67900	1.7540
0.9781	906.6667	68000	1.7557
0.9781	908.0	68100	1.7576
0.9781	909.3333	68200	1.7636
0.9781	910.6667	68300	1.7624
0.9781	912.0	68400	1.7664
0.9754	913.3333	68500	1.7649
0.9754	914.6667	68600	1.7645
0.9754	916.0	68700	1.7646
0.9754	917.3333	68800	1.7644
0.9754	918.6667	68900	1.7620
0.975	920.0	69000	1.7634
0.975	921.3333	69100	1.7608
0.975	922.6667	69200	1.7607
0.975	924.0	69300	1.7627
0.975	925.3333	69400	1.7658
0.9695	926.6667	69500	1.7679
0.9695	928.0	69600	1.7663
0.9695	929.3333	69700	1.7646
0.9695	930.6667	69800	1.7712
0.9695	932.0	69900	1.7727
0.9687	933.3333	70000	1.7744
0.9687	934.6667	70100	1.7724
0.9687	936.0	70200	1.7733
0.9687	937.3333	70300	1.7753
0.9687	938.6667	70400	1.7781
0.9851	940.0	70500	1.7847
0.9851	941.3333	70600	1.7847
0.9851	942.6667	70700	1.7831
0.9851	944.0	70800	1.7809
0.9851	945.3333	70900	1.7873
0.9675	946.6667	71000	1.7981
0.9675	948.0	71100	1.7869
0.9675	949.3333	71200	1.7895
0.9675	950.6667	71300	1.7933
0.9675	952.0	71400	1.8012
0.9779	953.3333	71500	1.7844
0.9779	954.6667	71600	1.7828
0.9779	956.0	71700	1.7794
0.9779	957.3333	71800	1.7819
0.9779	958.6667	71900	1.7818
0.9845	960.0	72000	1.7836
0.9845	961.3333	72100	1.7782
0.9845	962.6667	72200	1.7784
0.9845	964.0	72300	1.7777
0.9845	965.3333	72400	1.7767
0.9718	966.6667	72500	1.7781
0.9718	968.0	72600	1.7800
0.9718	969.3333	72700	1.7817
0.9718	970.6667	72800	1.7833
0.9718	972.0	72900	1.7834
0.9779	973.3333	73000	1.7839
0.9779	974.6667	73100	1.7852
0.9779	976.0	73200	1.7862
0.9779	977.3333	73300	1.7873
0.9779	978.6667	73400	1.7845
0.9743	980.0	73500	1.7859
0.9743	981.3333	73600	1.7844
0.9743	982.6667	73700	1.7850
0.9743	984.0	73800	1.7846
0.9743	985.3333	73900	1.7853
0.9786	986.6667	74000	1.7871
0.9786	988.0	74100	1.7876
0.9786	989.3333	74200	1.7873
0.9786	990.6667	74300	1.7883
0.9786	992.0	74400	1.7887
0.9788	993.3333	74500	1.7889
0.9788	994.6667	74600	1.7890
0.9788	996.0	74700	1.7884
0.9788	997.3333	74800	1.7885
0.9788	998.6667	74900	1.7885
0.9749	1000.0	75000	1.7885

Framework versions

• Transformers 4.50.0.dev0
• Pytorch 2.5.1
• Datasets 3.3.2
• Tokenizers 0.21.0