BERT-legal-de-cased_German_legal_SQuAD_1000

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.3902

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: 2e-05
• train_batch_size: 160
• eval_batch_size: 40
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	2	6.1717
No log	2.0	4	6.1711
No log	3.0	6	6.1753
No log	4.0	8	6.0783
No log	5.0	10	5.7088
No log	6.0	12	5.4121
No log	7.0	14	5.0754
No log	8.0	16	4.8317
No log	9.0	18	4.5938
No log	10.0	20	4.3498
No log	11.0	22	4.1427
No log	12.0	24	3.9210
No log	13.0	26	3.6815
No log	14.0	28	3.4737
No log	15.0	30	3.2730
No log	16.0	32	3.1755
No log	17.0	34	3.0722
No log	18.0	36	2.9440
No log	19.0	38	2.7475
No log	20.0	40	2.5234
No log	21.0	42	2.4431
No log	22.0	44	2.2528
No log	23.0	46	2.2330
No log	24.0	48	1.9518
No log	25.0	50	1.8298
No log	26.0	52	1.7587
No log	27.0	54	1.6591
No log	28.0	56	1.7479
No log	29.0	58	1.4854
No log	30.0	60	1.5093
No log	31.0	62	1.4208
No log	32.0	64	1.2692
No log	33.0	66	1.4203
No log	34.0	68	1.2894
No log	35.0	70	1.2888
No log	36.0	72	1.2410
No log	37.0	74	1.1695
No log	38.0	76	1.2593
No log	39.0	78	1.1525
No log	40.0	80	1.1403
No log	41.0	82	1.0884
No log	42.0	84	1.0839
No log	43.0	86	1.1500
No log	44.0	88	1.1241
No log	45.0	90	1.1409
No log	46.0	92	1.1392
No log	47.0	94	1.1837
No log	48.0	96	1.1322
No log	49.0	98	1.1780
No log	50.0	100	1.1311
No log	51.0	102	1.1044
No log	52.0	104	1.1809
No log	53.0	106	1.1250
No log	54.0	108	1.0819
No log	55.0	110	1.1265
No log	56.0	112	1.1851
No log	57.0	114	1.1316
No log	58.0	116	1.1193
No log	59.0	118	1.1946
No log	60.0	120	1.1613
No log	61.0	122	1.1686
No log	62.0	124	1.1920
No log	63.0	126	1.1830
No log	64.0	128	1.1377
No log	65.0	130	1.1072
No log	66.0	132	1.1467
No log	67.0	134	1.1622
No log	68.0	136	1.2440
No log	69.0	138	1.2474
No log	70.0	140	1.1925
No log	71.0	142	1.1580
No log	72.0	144	1.0943
No log	73.0	146	1.1697
No log	74.0	148	1.2091
No log	75.0	150	1.2232
No log	76.0	152	1.1534
No log	77.0	154	1.0206
No log	78.0	156	1.0538
No log	79.0	158	1.1297
No log	80.0	160	1.2153
No log	81.0	162	1.2081
No log	82.0	164	1.1423
No log	83.0	166	1.0702
No log	84.0	168	1.0416
No log	85.0	170	1.1162
No log	86.0	172	1.1964
No log	87.0	174	1.2508
No log	88.0	176	1.2248
No log	89.0	178	1.1240
No log	90.0	180	1.0029
No log	91.0	182	0.9359
No log	92.0	184	0.9876
No log	93.0	186	1.1028
No log	94.0	188	1.2150
No log	95.0	190	1.2546
No log	96.0	192	1.2656
No log	97.0	194	1.2426
No log	98.0	196	1.1099
No log	99.0	198	1.0726
No log	100.0	200	1.1013
No log	101.0	202	1.1394
No log	102.0	204	1.2147
No log	103.0	206	1.2634
No log	104.0	208	1.2789
No log	105.0	210	1.2354
No log	106.0	212	1.1620
No log	107.0	214	1.1166
No log	108.0	216	1.1195
No log	109.0	218	1.1365
No log	110.0	220	1.1633
No log	111.0	222	1.1790
No log	112.0	224	1.1807
No log	113.0	226	1.1756
No log	114.0	228	1.1535
No log	115.0	230	1.1405
No log	116.0	232	1.0871
No log	117.0	234	1.0808
No log	118.0	236	1.1251
No log	119.0	238	1.1709
No log	120.0	240	1.2456
No log	121.0	242	1.3081
No log	122.0	244	1.3189
No log	123.0	246	1.3107
No log	124.0	248	1.2764
No log	125.0	250	1.2323
No log	126.0	252	1.1916
No log	127.0	254	1.1873
No log	128.0	256	1.2156
No log	129.0	258	1.2442
No log	130.0	260	1.2875
No log	131.0	262	1.3244
No log	132.0	264	1.3403
No log	133.0	266	1.3596
No log	134.0	268	1.3588
No log	135.0	270	1.3378
No log	136.0	272	1.3133
No log	137.0	274	1.3000
No log	138.0	276	1.3190
No log	139.0	278	1.3629
No log	140.0	280	1.4268
No log	141.0	282	1.3962
No log	142.0	284	1.3755
No log	143.0	286	1.3570
No log	144.0	288	1.3079
No log	145.0	290	1.2731
No log	146.0	292	1.2619
No log	147.0	294	1.2788
No log	148.0	296	1.2703
No log	149.0	298	1.3041
No log	150.0	300	1.3488
No log	151.0	302	1.3166
No log	152.0	304	1.2705
No log	153.0	306	1.2645
No log	154.0	308	1.2632
No log	155.0	310	1.2695
No log	156.0	312	1.3069
No log	157.0	314	1.3602
No log	158.0	316	1.4116
No log	159.0	318	1.4162
No log	160.0	320	1.3981
No log	161.0	322	1.3789
No log	162.0	324	1.3521
No log	163.0	326	1.3153
No log	164.0	328	1.2917
No log	165.0	330	1.3027
No log	166.0	332	1.3019
No log	167.0	334	1.3501
No log	168.0	336	1.3815
No log	169.0	338	1.4005
No log	170.0	340	1.4076
No log	171.0	342	1.4337
No log	172.0	344	1.4134
No log	173.0	346	1.3692
No log	174.0	348	1.3043
No log	175.0	350	1.3033
No log	176.0	352	1.2741
No log	177.0	354	1.2467
No log	178.0	356	1.2419
No log	179.0	358	1.2418
No log	180.0	360	1.2855
No log	181.0	362	1.3570
No log	182.0	364	1.3163
No log	183.0	366	1.2782
No log	184.0	368	1.2494
No log	185.0	370	1.2303
No log	186.0	372	1.2785
No log	187.0	374	1.3253
No log	188.0	376	1.3255
No log	189.0	378	1.3098
No log	190.0	380	1.2672
No log	191.0	382	1.2722
No log	192.0	384	1.2446
No log	193.0	386	1.2054
No log	194.0	388	1.2942
No log	195.0	390	1.3152
No log	196.0	392	1.3020
No log	197.0	394	1.2378
No log	198.0	396	1.2489
No log	199.0	398	1.2738
No log	200.0	400	1.3131
No log	201.0	402	1.3321
No log	202.0	404	1.3320
No log	203.0	406	1.2761
No log	204.0	408	1.1996
No log	205.0	410	1.2253
No log	206.0	412	1.2541
No log	207.0	414	1.2715
No log	208.0	416	1.3436
No log	209.0	418	1.3600
No log	210.0	420	1.3202
No log	211.0	422	1.3058
No log	212.0	424	1.3090
No log	213.0	426	1.3002
No log	214.0	428	1.2675
No log	215.0	430	1.2168
No log	216.0	432	1.2380
No log	217.0	434	1.2782
No log	218.0	436	1.3068
No log	219.0	438	1.3440
No log	220.0	440	1.4507
No log	221.0	442	1.5081
No log	222.0	444	1.5281
No log	223.0	446	1.5220
No log	224.0	448	1.4787
No log	225.0	450	1.4162
No log	226.0	452	1.3667
No log	227.0	454	1.3059
No log	228.0	456	1.2619
No log	229.0	458	1.2453
No log	230.0	460	1.2663
No log	231.0	462	1.3289
No log	232.0	464	1.3786
No log	233.0	466	1.4200
No log	234.0	468	1.4380
No log	235.0	470	1.4132
No log	236.0	472	1.4106
No log	237.0	474	1.4144
No log	238.0	476	1.4103
No log	239.0	478	1.4326
No log	240.0	480	1.4541
No log	241.0	482	1.4311
No log	242.0	484	1.3857
No log	243.0	486	1.3441
No log	244.0	488	1.3168
No log	245.0	490	1.3213
No log	246.0	492	1.3249
No log	247.0	494	1.3711
No log	248.0	496	1.4147
No log	249.0	498	1.4426
0.7848	250.0	500	1.4317
0.7848	251.0	502	1.3764
0.7848	252.0	504	1.3693
0.7848	253.0	506	1.4386
0.7848	254.0	508	1.5083
0.7848	255.0	510	1.5463
0.7848	256.0	512	1.5666
0.7848	257.0	514	1.5593
0.7848	258.0	516	1.4716
0.7848	259.0	518	1.4204
0.7848	260.0	520	1.4898
0.7848	261.0	522	1.4954
0.7848	262.0	524	1.5118
0.7848	263.0	526	1.5007
0.7848	264.0	528	1.4358
0.7848	265.0	530	1.4149
0.7848	266.0	532	1.3814
0.7848	267.0	534	1.3725
0.7848	268.0	536	1.4130
0.7848	269.0	538	1.4104
0.7848	270.0	540	1.4160
0.7848	271.0	542	1.4233
0.7848	272.0	544	1.4008
0.7848	273.0	546	1.3969
0.7848	274.0	548	1.3843
0.7848	275.0	550	1.3700
0.7848	276.0	552	1.3677
0.7848	277.0	554	1.4000
0.7848	278.0	556	1.4446
0.7848	279.0	558	1.4595
0.7848	280.0	560	1.4859
0.7848	281.0	562	1.5271
0.7848	282.0	564	1.5535
0.7848	283.0	566	1.5690
0.7848	284.0	568	1.5768
0.7848	285.0	570	1.5826
0.7848	286.0	572	1.5761
0.7848	287.0	574	1.5642
0.7848	288.0	576	1.5660
0.7848	289.0	578	1.5839
0.7848	290.0	580	1.5806
0.7848	291.0	582	1.5580
0.7848	292.0	584	1.5059
0.7848	293.0	586	1.4607
0.7848	294.0	588	1.4186
0.7848	295.0	590	1.3715
0.7848	296.0	592	1.3236
0.7848	297.0	594	1.2923
0.7848	298.0	596	1.2989
0.7848	299.0	598	1.3184
0.7848	300.0	600	1.3363
0.7848	301.0	602	1.3637
0.7848	302.0	604	1.4197
0.7848	303.0	606	1.4449
0.7848	304.0	608	1.4422
0.7848	305.0	610	1.4147
0.7848	306.0	612	1.3678
0.7848	307.0	614	1.3370
0.7848	308.0	616	1.3288
0.7848	309.0	618	1.3449
0.7848	310.0	620	1.3458
0.7848	311.0	622	1.3237
0.7848	312.0	624	1.3114
0.7848	313.0	626	1.2934
0.7848	314.0	628	1.2732
0.7848	315.0	630	1.2638
0.7848	316.0	632	1.2604
0.7848	317.0	634	1.2501
0.7848	318.0	636	1.2382
0.7848	319.0	638	1.2541
0.7848	320.0	640	1.2850
0.7848	321.0	642	1.2946
0.7848	322.0	644	1.3294
0.7848	323.0	646	1.3795
0.7848	324.0	648	1.4286
0.7848	325.0	650	1.4556
0.7848	326.0	652	1.4711
0.7848	327.0	654	1.4741
0.7848	328.0	656	1.4630
0.7848	329.0	658	1.4480
0.7848	330.0	660	1.4296
0.7848	331.0	662	1.4217
0.7848	332.0	664	1.4218
0.7848	333.0	666	1.4153
0.7848	334.0	668	1.4132
0.7848	335.0	670	1.4486
0.7848	336.0	672	1.4687
0.7848	337.0	674	1.4784
0.7848	338.0	676	1.4862
0.7848	339.0	678	1.4815
0.7848	340.0	680	1.4714
0.7848	341.0	682	1.4610
0.7848	342.0	684	1.4427
0.7848	343.0	686	1.4226
0.7848	344.0	688	1.4136
0.7848	345.0	690	1.4082
0.7848	346.0	692	1.3978
0.7848	347.0	694	1.3757
0.7848	348.0	696	1.3628
0.7848	349.0	698	1.3472
0.7848	350.0	700	1.3555
0.7848	351.0	702	1.3794
0.7848	352.0	704	1.4010
0.7848	353.0	706	1.4201
0.7848	354.0	708	1.4221
0.7848	355.0	710	1.4147
0.7848	356.0	712	1.4033
0.7848	357.0	714	1.3899
0.7848	358.0	716	1.3824
0.7848	359.0	718	1.3796
0.7848	360.0	720	1.3787
0.7848	361.0	722	1.3877
0.7848	362.0	724	1.3969
0.7848	363.0	726	1.4222
0.7848	364.0	728	1.4430
0.7848	365.0	730	1.4684
0.7848	366.0	732	1.4931
0.7848	367.0	734	1.5098
0.7848	368.0	736	1.5248
0.7848	369.0	738	1.5321
0.7848	370.0	740	1.5295
0.7848	371.0	742	1.5166
0.7848	372.0	744	1.4944
0.7848	373.0	746	1.4734
0.7848	374.0	748	1.4471
0.7848	375.0	750	1.4311
0.7848	376.0	752	1.4246
0.7848	377.0	754	1.4219
0.7848	378.0	756	1.4135
0.7848	379.0	758	1.3978
0.7848	380.0	760	1.3815
0.7848	381.0	762	1.3677
0.7848	382.0	764	1.3604
0.7848	383.0	766	1.3502
0.7848	384.0	768	1.3372
0.7848	385.0	770	1.3226
0.7848	386.0	772	1.3116
0.7848	387.0	774	1.2846
0.7848	388.0	776	1.2601
0.7848	389.0	778	1.2552
0.7848	390.0	780	1.2723
0.7848	391.0	782	1.2866
0.7848	392.0	784	1.3037
0.7848	393.0	786	1.3170
0.7848	394.0	788	1.3313
0.7848	395.0	790	1.3407
0.7848	396.0	792	1.3527
0.7848	397.0	794	1.3666
0.7848	398.0	796	1.3755
0.7848	399.0	798	1.3788
0.7848	400.0	800	1.4101
0.7848	401.0	802	1.4477
0.7848	402.0	804	1.4682
0.7848	403.0	806	1.4731
0.7848	404.0	808	1.4577
0.7848	405.0	810	1.4387
0.7848	406.0	812	1.4221
0.7848	407.0	814	1.4069
0.7848	408.0	816	1.3935
0.7848	409.0	818	1.3736
0.7848	410.0	820	1.3555
0.7848	411.0	822	1.3283
0.7848	412.0	824	1.2969
0.7848	413.0	826	1.2819
0.7848	414.0	828	1.2790
0.7848	415.0	830	1.2800
0.7848	416.0	832	1.2791
0.7848	417.0	834	1.2772
0.7848	418.0	836	1.2733
0.7848	419.0	838	1.2535
0.7848	420.0	840	1.2329
0.7848	421.0	842	1.2142
0.7848	422.0	844	1.2034
0.7848	423.0	846	1.1952
0.7848	424.0	848	1.1934
0.7848	425.0	850	1.1919
0.7848	426.0	852	1.2076
0.7848	427.0	854	1.2315
0.7848	428.0	856	1.2548
0.7848	429.0	858	1.2658
0.7848	430.0	860	1.2788
0.7848	431.0	862	1.3217
0.7848	432.0	864	1.3605
0.7848	433.0	866	1.3932
0.7848	434.0	868	1.3879
0.7848	435.0	870	1.3466
0.7848	436.0	872	1.3641
0.7848	437.0	874	1.3857
0.7848	438.0	876	1.3715
0.7848	439.0	878	1.3418
0.7848	440.0	880	1.3074
0.7848	441.0	882	1.2860
0.7848	442.0	884	1.2784
0.7848	443.0	886	1.2717
0.7848	444.0	888	1.2610
0.7848	445.0	890	1.2425
0.7848	446.0	892	1.2241
0.7848	447.0	894	1.2384
0.7848	448.0	896	1.2585
0.7848	449.0	898	1.3208
0.7848	450.0	900	1.3714
0.7848	451.0	902	1.3879
0.7848	452.0	904	1.3987
0.7848	453.0	906	1.3883
0.7848	454.0	908	1.3654
0.7848	455.0	910	1.3509
0.7848	456.0	912	1.3285
0.7848	457.0	914	1.2983
0.7848	458.0	916	1.2799
0.7848	459.0	918	1.2651
0.7848	460.0	920	1.2546
0.7848	461.0	922	1.2518
0.7848	462.0	924	1.2571
0.7848	463.0	926	1.2691
0.7848	464.0	928	1.2792
0.7848	465.0	930	1.2884
0.7848	466.0	932	1.2971
0.7848	467.0	934	1.3052
0.7848	468.0	936	1.3093
0.7848	469.0	938	1.3341
0.7848	470.0	940	1.3468
0.7848	471.0	942	1.3557
0.7848	472.0	944	1.3655
0.7848	473.0	946	1.3381
0.7848	474.0	948	1.2787
0.7848	475.0	950	1.2582
0.7848	476.0	952	1.2494
0.7848	477.0	954	1.2374
0.7848	478.0	956	1.2299
0.7848	479.0	958	1.2267
0.7848	480.0	960	1.2277
0.7848	481.0	962	1.2307
0.7848	482.0	964	1.2656
0.7848	483.0	966	1.3019
0.7848	484.0	968	1.3404
0.7848	485.0	970	1.3731
0.7848	486.0	972	1.3912
0.7848	487.0	974	1.4026
0.7848	488.0	976	1.4094
0.7848	489.0	978	1.4133
0.7848	490.0	980	1.4111
0.7848	491.0	982	1.4091
0.7848	492.0	984	1.4110
0.7848	493.0	986	1.4083
0.7848	494.0	988	1.4087
0.7848	495.0	990	1.4063
0.7848	496.0	992	1.4165
0.7848	497.0	994	1.4238
0.7848	498.0	996	1.4307
0.7848	499.0	998	1.4352
0.4799	500.0	1000	1.4343
0.4799	501.0	1002	1.4233
0.4799	502.0	1004	1.4097
0.4799	503.0	1006	1.3987
0.4799	504.0	1008	1.3914
0.4799	505.0	1010	1.3861
0.4799	506.0	1012	1.3807
0.4799	507.0	1014	1.3687
0.4799	508.0	1016	1.3523
0.4799	509.0	1018	1.3331
0.4799	510.0	1020	1.3235
0.4799	511.0	1022	1.3246
0.4799	512.0	1024	1.3251
0.4799	513.0	1026	1.3245
0.4799	514.0	1028	1.3233
0.4799	515.0	1030	1.3164
0.4799	516.0	1032	1.3120
0.4799	517.0	1034	1.3099
0.4799	518.0	1036	1.3106
0.4799	519.0	1038	1.3121
0.4799	520.0	1040	1.3117
0.4799	521.0	1042	1.3100
0.4799	522.0	1044	1.3111
0.4799	523.0	1046	1.3328
0.4799	524.0	1048	1.3597
0.4799	525.0	1050	1.3813
0.4799	526.0	1052	1.3990
0.4799	527.0	1054	1.4123
0.4799	528.0	1056	1.4261
0.4799	529.0	1058	1.4358
0.4799	530.0	1060	1.4410
0.4799	531.0	1062	1.4403
0.4799	532.0	1064	1.4372
0.4799	533.0	1066	1.4225
0.4799	534.0	1068	1.4037
0.4799	535.0	1070	1.3855
0.4799	536.0	1072	1.3694
0.4799	537.0	1074	1.3519
0.4799	538.0	1076	1.3417
0.4799	539.0	1078	1.3329
0.4799	540.0	1080	1.3248
0.4799	541.0	1082	1.3152
0.4799	542.0	1084	1.3113
0.4799	543.0	1086	1.3064
0.4799	544.0	1088	1.3041
0.4799	545.0	1090	1.3012
0.4799	546.0	1092	1.3057
0.4799	547.0	1094	1.3255
0.4799	548.0	1096	1.3440
0.4799	549.0	1098	1.3639
0.4799	550.0	1100	1.3943
0.4799	551.0	1102	1.4579
0.4799	552.0	1104	1.5003
0.4799	553.0	1106	1.5229
0.4799	554.0	1108	1.5363
0.4799	555.0	1110	1.5412
0.4799	556.0	1112	1.5620
0.4799	557.0	1114	1.5717
0.4799	558.0	1116	1.5764
0.4799	559.0	1118	1.5700
0.4799	560.0	1120	1.5607
0.4799	561.0	1122	1.5492
0.4799	562.0	1124	1.5384
0.4799	563.0	1126	1.5219
0.4799	564.0	1128	1.5070
0.4799	565.0	1130	1.4930
0.4799	566.0	1132	1.4822
0.4799	567.0	1134	1.4685
0.4799	568.0	1136	1.4568
0.4799	569.0	1138	1.4585
0.4799	570.0	1140	1.4424
0.4799	571.0	1142	1.4010
0.4799	572.0	1144	1.3688
0.4799	573.0	1146	1.3573
0.4799	574.0	1148	1.3528
0.4799	575.0	1150	1.3519
0.4799	576.0	1152	1.3527
0.4799	577.0	1154	1.3493
0.4799	578.0	1156	1.3456
0.4799	579.0	1158	1.3396
0.4799	580.0	1160	1.3285
0.4799	581.0	1162	1.3217
0.4799	582.0	1164	1.3149
0.4799	583.0	1166	1.3102
0.4799	584.0	1168	1.3067
0.4799	585.0	1170	1.3053
0.4799	586.0	1172	1.3026
0.4799	587.0	1174	1.3002
0.4799	588.0	1176	1.2997
0.4799	589.0	1178	1.3007
0.4799	590.0	1180	1.2987
0.4799	591.0	1182	1.2945
0.4799	592.0	1184	1.2892
0.4799	593.0	1186	1.2837
0.4799	594.0	1188	1.2824
0.4799	595.0	1190	1.2879
0.4799	596.0	1192	1.2945
0.4799	597.0	1194	1.3013
0.4799	598.0	1196	1.3057
0.4799	599.0	1198	1.3086
0.4799	600.0	1200	1.3172
0.4799	601.0	1202	1.3301
0.4799	602.0	1204	1.3395
0.4799	603.0	1206	1.3458
0.4799	604.0	1208	1.3459
0.4799	605.0	1210	1.3400
0.4799	606.0	1212	1.3242
0.4799	607.0	1214	1.3115
0.4799	608.0	1216	1.3021
0.4799	609.0	1218	1.3064
0.4799	610.0	1220	1.3123
0.4799	611.0	1222	1.3143
0.4799	612.0	1224	1.3082
0.4799	613.0	1226	1.2928
0.4799	614.0	1228	1.2830
0.4799	615.0	1230	1.2713
0.4799	616.0	1232	1.2756
0.4799	617.0	1234	1.2929
0.4799	618.0	1236	1.3059
0.4799	619.0	1238	1.3025
0.4799	620.0	1240	1.2950
0.4799	621.0	1242	1.3077
0.4799	622.0	1244	1.3434
0.4799	623.0	1246	1.3743
0.4799	624.0	1248	1.4028
0.4799	625.0	1250	1.4247
0.4799	626.0	1252	1.4421
0.4799	627.0	1254	1.4513
0.4799	628.0	1256	1.4576
0.4799	629.0	1258	1.4610
0.4799	630.0	1260	1.4641
0.4799	631.0	1262	1.4660
0.4799	632.0	1264	1.4640
0.4799	633.0	1266	1.4627
0.4799	634.0	1268	1.4628
0.4799	635.0	1270	1.4645
0.4799	636.0	1272	1.4792
0.4799	637.0	1274	1.4911
0.4799	638.0	1276	1.4977
0.4799	639.0	1278	1.5028
0.4799	640.0	1280	1.5062
0.4799	641.0	1282	1.5110
0.4799	642.0	1284	1.5143
0.4799	643.0	1286	1.5149
0.4799	644.0	1288	1.5138
0.4799	645.0	1290	1.5102
0.4799	646.0	1292	1.5074
0.4799	647.0	1294	1.5026
0.4799	648.0	1296	1.4990
0.4799	649.0	1298	1.4974
0.4799	650.0	1300	1.4953
0.4799	651.0	1302	1.4932
0.4799	652.0	1304	1.4911
0.4799	653.0	1306	1.4916
0.4799	654.0	1308	1.4895
0.4799	655.0	1310	1.4865
0.4799	656.0	1312	1.4734
0.4799	657.0	1314	1.4608
0.4799	658.0	1316	1.4476
0.4799	659.0	1318	1.4363
0.4799	660.0	1320	1.4228
0.4799	661.0	1322	1.4101
0.4799	662.0	1324	1.3990
0.4799	663.0	1326	1.3882
0.4799	664.0	1328	1.3800
0.4799	665.0	1330	1.3741
0.4799	666.0	1332	1.3672
0.4799	667.0	1334	1.3610
0.4799	668.0	1336	1.3487
0.4799	669.0	1338	1.3423
0.4799	670.0	1340	1.3364
0.4799	671.0	1342	1.3337
0.4799	672.0	1344	1.3294
0.4799	673.0	1346	1.3256
0.4799	674.0	1348	1.3313
0.4799	675.0	1350	1.3476
0.4799	676.0	1352	1.3727
0.4799	677.0	1354	1.3927
0.4799	678.0	1356	1.4058
0.4799	679.0	1358	1.4123
0.4799	680.0	1360	1.4159
0.4799	681.0	1362	1.4177
0.4799	682.0	1364	1.4187
0.4799	683.0	1366	1.4204
0.4799	684.0	1368	1.4205
0.4799	685.0	1370	1.4190
0.4799	686.0	1372	1.4192
0.4799	687.0	1374	1.4212
0.4799	688.0	1376	1.4247
0.4799	689.0	1378	1.4259
0.4799	690.0	1380	1.4276
0.4799	691.0	1382	1.4273
0.4799	692.0	1384	1.4233
0.4799	693.0	1386	1.4206
0.4799	694.0	1388	1.4163
0.4799	695.0	1390	1.4118
0.4799	696.0	1392	1.4003
0.4799	697.0	1394	1.3824
0.4799	698.0	1396	1.3642
0.4799	699.0	1398	1.3474
0.4799	700.0	1400	1.3300
0.4799	701.0	1402	1.3253
0.4799	702.0	1404	1.3313
0.4799	703.0	1406	1.3416
0.4799	704.0	1408	1.3519
0.4799	705.0	1410	1.3577
0.4799	706.0	1412	1.3560
0.4799	707.0	1414	1.3507
0.4799	708.0	1416	1.3441
0.4799	709.0	1418	1.3338
0.4799	710.0	1420	1.3195
0.4799	711.0	1422	1.3074
0.4799	712.0	1424	1.3004
0.4799	713.0	1426	1.2970
0.4799	714.0	1428	1.2896
0.4799	715.0	1430	1.2801
0.4799	716.0	1432	1.2716
0.4799	717.0	1434	1.2596
0.4799	718.0	1436	1.2538
0.4799	719.0	1438	1.2512
0.4799	720.0	1440	1.2486
0.4799	721.0	1442	1.2474
0.4799	722.0	1444	1.2474
0.4799	723.0	1446	1.2469
0.4799	724.0	1448	1.2449
0.4799	725.0	1450	1.2449
0.4799	726.0	1452	1.2451
0.4799	727.0	1454	1.2441
0.4799	728.0	1456	1.2423
0.4799	729.0	1458	1.2419
0.4799	730.0	1460	1.2449
0.4799	731.0	1462	1.2471
0.4799	732.0	1464	1.2458
0.4799	733.0	1466	1.2464
0.4799	734.0	1468	1.2785
0.4799	735.0	1470	1.3207
0.4799	736.0	1472	1.3715
0.4799	737.0	1474	1.4169
0.4799	738.0	1476	1.4563
0.4799	739.0	1478	1.4869
0.4799	740.0	1480	1.5167
0.4799	741.0	1482	1.5436
0.4799	742.0	1484	1.5702
0.4799	743.0	1486	1.5851
0.4799	744.0	1488	1.5931
0.4799	745.0	1490	1.5952
0.4799	746.0	1492	1.5952
0.4799	747.0	1494	1.5880
0.4799	748.0	1496	1.5760
0.4799	749.0	1498	1.5652
0.4783	750.0	1500	1.5567
0.4783	751.0	1502	1.5484
0.4783	752.0	1504	1.5421
0.4783	753.0	1506	1.5332
0.4783	754.0	1508	1.5258
0.4783	755.0	1510	1.5244
0.4783	756.0	1512	1.5211
0.4783	757.0	1514	1.5106
0.4783	758.0	1516	1.5022
0.4783	759.0	1518	1.4976
0.4783	760.0	1520	1.5017
0.4783	761.0	1522	1.5078
0.4783	762.0	1524	1.5087
0.4783	763.0	1526	1.5105
0.4783	764.0	1528	1.5117
0.4783	765.0	1530	1.5050
0.4783	766.0	1532	1.5032
0.4783	767.0	1534	1.5026
0.4783	768.0	1536	1.5017
0.4783	769.0	1538	1.5065
0.4783	770.0	1540	1.5154
0.4783	771.0	1542	1.5251
0.4783	772.0	1544	1.5300
0.4783	773.0	1546	1.5311
0.4783	774.0	1548	1.5293
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0.4783	776.0	1552	1.5192
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0.4783	778.0	1556	1.5233
0.4783	779.0	1558	1.5283
0.4783	780.0	1560	1.5332
0.4783	781.0	1562	1.5299
0.4783	782.0	1564	1.5230
0.4783	783.0	1566	1.5173
0.4783	784.0	1568	1.5078
0.4783	785.0	1570	1.4983
0.4783	786.0	1572	1.4891
0.4783	787.0	1574	1.4814
0.4783	788.0	1576	1.4752
0.4783	789.0	1578	1.4733
0.4783	790.0	1580	1.4810
0.4783	791.0	1582	1.4864
0.4783	792.0	1584	1.4891
0.4783	793.0	1586	1.4871
0.4783	794.0	1588	1.4864
0.4783	795.0	1590	1.4846
0.4783	796.0	1592	1.4813
0.4783	797.0	1594	1.4784
0.4783	798.0	1596	1.4754
0.4783	799.0	1598	1.4725
0.4783	800.0	1600	1.4684
0.4783	801.0	1602	1.4653
0.4783	802.0	1604	1.4570
0.4783	803.0	1606	1.4437
0.4783	804.0	1608	1.4326
0.4783	805.0	1610	1.4253
0.4783	806.0	1612	1.4183
0.4783	807.0	1614	1.4131
0.4783	808.0	1616	1.4044
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0.4783	810.0	1620	1.3876
0.4783	811.0	1622	1.3929
0.4783	812.0	1624	1.3970
0.4783	813.0	1626	1.4008
0.4783	814.0	1628	1.4023
0.4783	815.0	1630	1.4080
0.4783	816.0	1632	1.4098
0.4783	817.0	1634	1.4080
0.4783	818.0	1636	1.4124
0.4783	819.0	1638	1.4114
0.4783	820.0	1640	1.4106
0.4783	821.0	1642	1.4061
0.4783	822.0	1644	1.4033
0.4783	823.0	1646	1.4018
0.4783	824.0	1648	1.3968
0.4783	825.0	1650	1.3924
0.4783	826.0	1652	1.3878
0.4783	827.0	1654	1.3867
0.4783	828.0	1656	1.3847
0.4783	829.0	1658	1.3812
0.4783	830.0	1660	1.3841
0.4783	831.0	1662	1.3840
0.4783	832.0	1664	1.3869
0.4783	833.0	1666	1.3893
0.4783	834.0	1668	1.3902
0.4783	835.0	1670	1.3901
0.4783	836.0	1672	1.3927
0.4783	837.0	1674	1.3992
0.4783	838.0	1676	1.4043
0.4783	839.0	1678	1.4087
0.4783	840.0	1680	1.4168
0.4783	841.0	1682	1.4221
0.4783	842.0	1684	1.4275
0.4783	843.0	1686	1.4309
0.4783	844.0	1688	1.4353
0.4783	845.0	1690	1.4388
0.4783	846.0	1692	1.4389
0.4783	847.0	1694	1.4364
0.4783	848.0	1696	1.4346
0.4783	849.0	1698	1.4334
0.4783	850.0	1700	1.4328
0.4783	851.0	1702	1.4328
0.4783	852.0	1704	1.4321
0.4783	853.0	1706	1.4277
0.4783	854.0	1708	1.4242
0.4783	855.0	1710	1.4211
0.4783	856.0	1712	1.4173
0.4783	857.0	1714	1.4133
0.4783	858.0	1716	1.4071
0.4783	859.0	1718	1.4056
0.4783	860.0	1720	1.4061
0.4783	861.0	1722	1.4074
0.4783	862.0	1724	1.4107
0.4783	863.0	1726	1.4168
0.4783	864.0	1728	1.4202
0.4783	865.0	1730	1.4238
0.4783	866.0	1732	1.4290
0.4783	867.0	1734	1.4301
0.4783	868.0	1736	1.4320
0.4783	869.0	1738	1.4326
0.4783	870.0	1740	1.4325
0.4783	871.0	1742	1.4312
0.4783	872.0	1744	1.4294
0.4783	873.0	1746	1.4266
0.4783	874.0	1748	1.4225
0.4783	875.0	1750	1.4188
0.4783	876.0	1752	1.4138
0.4783	877.0	1754	1.4060
0.4783	878.0	1756	1.3991
0.4783	879.0	1758	1.3921
0.4783	880.0	1760	1.3856
0.4783	881.0	1762	1.3814
0.4783	882.0	1764	1.3789
0.4783	883.0	1766	1.3773
0.4783	884.0	1768	1.3760
0.4783	885.0	1770	1.3746
0.4783	886.0	1772	1.3738
0.4783	887.0	1774	1.3730
0.4783	888.0	1776	1.3726
0.4783	889.0	1778	1.3716
0.4783	890.0	1780	1.3694
0.4783	891.0	1782	1.3650
0.4783	892.0	1784	1.3603
0.4783	893.0	1786	1.3550
0.4783	894.0	1788	1.3529
0.4783	895.0	1790	1.3525
0.4783	896.0	1792	1.3511
0.4783	897.0	1794	1.3507
0.4783	898.0	1796	1.3488
0.4783	899.0	1798	1.3484
0.4783	900.0	1800	1.3473
0.4783	901.0	1802	1.3507
0.4783	902.0	1804	1.3555
0.4783	903.0	1806	1.3616
0.4783	904.0	1808	1.3682
0.4783	905.0	1810	1.3711
0.4783	906.0	1812	1.3737
0.4783	907.0	1814	1.3745
0.4783	908.0	1816	1.3762
0.4783	909.0	1818	1.3768
0.4783	910.0	1820	1.3749
0.4783	911.0	1822	1.3727
0.4783	912.0	1824	1.3705
0.4783	913.0	1826	1.3714
0.4783	914.0	1828	1.3751
0.4783	915.0	1830	1.3775
0.4783	916.0	1832	1.3784
0.4783	917.0	1834	1.3785
0.4783	918.0	1836	1.3817
0.4783	919.0	1838	1.3845
0.4783	920.0	1840	1.3866
0.4783	921.0	1842	1.3899
0.4783	922.0	1844	1.3908
0.4783	923.0	1846	1.3949
0.4783	924.0	1848	1.3996
0.4783	925.0	1850	1.4025
0.4783	926.0	1852	1.4042
0.4783	927.0	1854	1.4060
0.4783	928.0	1856	1.4077
0.4783	929.0	1858	1.4104
0.4783	930.0	1860	1.4122
0.4783	931.0	1862	1.4154
0.4783	932.0	1864	1.4194
0.4783	933.0	1866	1.4220
0.4783	934.0	1868	1.4251
0.4783	935.0	1870	1.4291
0.4783	936.0	1872	1.4326
0.4783	937.0	1874	1.4357
0.4783	938.0	1876	1.4393
0.4783	939.0	1878	1.4429
0.4783	940.0	1880	1.4463
0.4783	941.0	1882	1.4479
0.4783	942.0	1884	1.4490
0.4783	943.0	1886	1.4497
0.4783	944.0	1888	1.4501
0.4783	945.0	1890	1.4504
0.4783	946.0	1892	1.4500
0.4783	947.0	1894	1.4487
0.4783	948.0	1896	1.4465
0.4783	949.0	1898	1.4447
0.4783	950.0	1900	1.4429
0.4783	951.0	1902	1.4403
0.4783	952.0	1904	1.4384
0.4783	953.0	1906	1.4372
0.4783	954.0	1908	1.4366
0.4783	955.0	1910	1.4356
0.4783	956.0	1912	1.4345
0.4783	957.0	1914	1.4335
0.4783	958.0	1916	1.4317
0.4783	959.0	1918	1.4301
0.4783	960.0	1920	1.4289
0.4783	961.0	1922	1.4276
0.4783	962.0	1924	1.4262
0.4783	963.0	1926	1.4249
0.4783	964.0	1928	1.4235
0.4783	965.0	1930	1.4228
0.4783	966.0	1932	1.4220
0.4783	967.0	1934	1.4213
0.4783	968.0	1936	1.4198
0.4783	969.0	1938	1.4192
0.4783	970.0	1940	1.4189
0.4783	971.0	1942	1.4184
0.4783	972.0	1944	1.4169
0.4783	973.0	1946	1.4151
0.4783	974.0	1948	1.4138
0.4783	975.0	1950	1.4132
0.4783	976.0	1952	1.4123
0.4783	977.0	1954	1.4112
0.4783	978.0	1956	1.4099
0.4783	979.0	1958	1.4084
0.4783	980.0	1960	1.4059
0.4783	981.0	1962	1.4032
0.4783	982.0	1964	1.4003
0.4783	983.0	1966	1.3976
0.4783	984.0	1968	1.3951
0.4783	985.0	1970	1.3934
0.4783	986.0	1972	1.3921
0.4783	987.0	1974	1.3911
0.4783	988.0	1976	1.3901
0.4783	989.0	1978	1.3902
0.4783	990.0	1980	1.3899
0.4783	991.0	1982	1.3897
0.4783	992.0	1984	1.3896
0.4783	993.0	1986	1.3894
0.4783	994.0	1988	1.3895
0.4783	995.0	1990	1.3897
0.4783	996.0	1992	1.3898
0.4783	997.0	1994	1.3899
0.4783	998.0	1996	1.3900
0.4783	999.0	1998	1.3902
0.4785	1000.0	2000	1.3902

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.2+cu121
• Datasets 2.14.7
• Tokenizers 0.15.0