RoBERTa-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: 1.3859

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	6.2392
No log	2.0	4	6.3606
No log	3.0	6	6.3302
No log	4.0	8	6.2556
No log	5.0	10	5.9838
No log	6.0	12	5.6434
No log	7.0	14	5.4625
No log	8.0	16	5.3216
No log	9.0	18	5.1803
No log	10.0	20	5.0230
No log	11.0	22	4.8791
No log	12.0	24	4.8112
No log	13.0	26	4.6359
No log	14.0	28	4.4133
No log	15.0	30	4.2477
No log	16.0	32	4.0479
No log	17.0	34	3.8281
No log	18.0	36	3.6850
No log	19.0	38	3.5521
No log	20.0	40	3.3836
No log	21.0	42	3.2738
No log	22.0	44	3.1723
No log	23.0	46	3.1062
No log	24.0	48	3.0506
No log	25.0	50	2.9974
No log	26.0	52	2.8952
No log	27.0	54	2.8692
No log	28.0	56	2.8122
No log	29.0	58	2.7477
No log	30.0	60	2.7818
No log	31.0	62	2.7222
No log	32.0	64	2.6513
No log	33.0	66	2.5553
No log	34.0	68	2.4697
No log	35.0	70	2.5147
No log	36.0	72	2.4701
No log	37.0	74	2.3817
No log	38.0	76	2.3397
No log	39.0	78	2.3285
No log	40.0	80	2.3427
No log	41.0	82	2.1274
No log	42.0	84	2.0858
No log	43.0	86	2.0831
No log	44.0	88	1.9282
No log	45.0	90	1.9103
No log	46.0	92	1.8713
No log	47.0	94	1.7713
No log	48.0	96	1.7105
No log	49.0	98	1.6483
No log	50.0	100	1.6115
No log	51.0	102	1.5694
No log	52.0	104	1.5768
No log	53.0	106	1.4820
No log	54.0	108	1.4422
No log	55.0	110	1.4515
No log	56.0	112	1.3668
No log	57.0	114	1.4229
No log	58.0	116	1.3764
No log	59.0	118	1.3159
No log	60.0	120	1.3684
No log	61.0	122	1.4024
No log	62.0	124	1.4022
No log	63.0	126	1.4163
No log	64.0	128	1.3030
No log	65.0	130	1.3511
No log	66.0	132	1.4307
No log	67.0	134	1.3482
No log	68.0	136	1.2050
No log	69.0	138	1.2197
No log	70.0	140	1.2955
No log	71.0	142	1.2603
No log	72.0	144	1.2188
No log	73.0	146	1.2209
No log	74.0	148	1.3233
No log	75.0	150	1.3907
No log	76.0	152	1.2892
No log	77.0	154	1.2385
No log	78.0	156	1.2649
No log	79.0	158	1.2912
No log	80.0	160	1.2787
No log	81.0	162	1.2894
No log	82.0	164	1.2219
No log	83.0	166	1.2526
No log	84.0	168	1.3134
No log	85.0	170	1.2738
No log	86.0	172	1.1862
No log	87.0	174	1.1754
No log	88.0	176	1.1856
No log	89.0	178	1.1411
No log	90.0	180	1.1468
No log	91.0	182	1.2219
No log	92.0	184	1.2348
No log	93.0	186	1.2539
No log	94.0	188	1.3142
No log	95.0	190	1.3426
No log	96.0	192	1.2950
No log	97.0	194	1.1578
No log	98.0	196	1.1482
No log	99.0	198	1.2214
No log	100.0	200	1.2621
No log	101.0	202	1.2568
No log	102.0	204	1.2313
No log	103.0	206	1.1385
No log	104.0	208	1.1336
No log	105.0	210	1.1972
No log	106.0	212	1.2738
No log	107.0	214	1.2061
No log	108.0	216	1.1259
No log	109.0	218	1.1295
No log	110.0	220	1.1641
No log	111.0	222	1.1672
No log	112.0	224	1.2211
No log	113.0	226	1.2340
No log	114.0	228	1.2608
No log	115.0	230	1.2590
No log	116.0	232	1.2412
No log	117.0	234	1.2275
No log	118.0	236	1.2798
No log	119.0	238	1.3240
No log	120.0	240	1.2910
No log	121.0	242	1.2228
No log	122.0	244	1.1676
No log	123.0	246	1.2019
No log	124.0	248	1.2762
No log	125.0	250	1.3170
No log	126.0	252	1.2557
No log	127.0	254	1.2017
No log	128.0	256	1.2145
No log	129.0	258	1.3000
No log	130.0	260	1.3371
No log	131.0	262	1.3282
No log	132.0	264	1.2549
No log	133.0	266	1.2636
No log	134.0	268	1.3543
No log	135.0	270	1.3776
No log	136.0	272	1.3820
No log	137.0	274	1.3624
No log	138.0	276	1.3286
No log	139.0	278	1.3389
No log	140.0	280	1.3843
No log	141.0	282	1.4119
No log	142.0	284	1.3404
No log	143.0	286	1.2233
No log	144.0	288	1.1634
No log	145.0	290	1.1743
No log	146.0	292	1.2216
No log	147.0	294	1.2615
No log	148.0	296	1.2698
No log	149.0	298	1.2574
No log	150.0	300	1.2013
No log	151.0	302	1.1782
No log	152.0	304	1.1868
No log	153.0	306	1.2209
No log	154.0	308	1.2650
No log	155.0	310	1.2678
No log	156.0	312	1.2483
No log	157.0	314	1.2249
No log	158.0	316	1.2192
No log	159.0	318	1.2685
No log	160.0	320	1.3042
No log	161.0	322	1.3329
No log	162.0	324	1.3820
No log	163.0	326	1.3776
No log	164.0	328	1.3062
No log	165.0	330	1.2287
No log	166.0	332	1.1804
No log	167.0	334	1.1878
No log	168.0	336	1.2288
No log	169.0	338	1.2620
No log	170.0	340	1.2738
No log	171.0	342	1.2856
No log	172.0	344	1.3189
No log	173.0	346	1.2971
No log	174.0	348	1.2227
No log	175.0	350	1.2113
No log	176.0	352	1.2372
No log	177.0	354	1.2345
No log	178.0	356	1.2357
No log	179.0	358	1.2578
No log	180.0	360	1.2575
No log	181.0	362	1.2438
No log	182.0	364	1.2362
No log	183.0	366	1.2906
No log	184.0	368	1.3564
No log	185.0	370	1.3361
No log	186.0	372	1.3235
No log	187.0	374	1.3131
No log	188.0	376	1.3451
No log	189.0	378	1.3708
No log	190.0	380	1.3735
No log	191.0	382	1.3659
No log	192.0	384	1.3499
No log	193.0	386	1.3248
No log	194.0	388	1.2972
No log	195.0	390	1.3089
No log	196.0	392	1.3088
No log	197.0	394	1.3057
No log	198.0	396	1.2836
No log	199.0	398	1.2748
No log	200.0	400	1.2783
No log	201.0	402	1.3234
No log	202.0	404	1.3851
No log	203.0	406	1.4287
No log	204.0	408	1.3798
No log	205.0	410	1.2660
No log	206.0	412	1.2068
No log	207.0	414	1.2213
No log	208.0	416	1.2811
No log	209.0	418	1.3142
No log	210.0	420	1.3317
No log	211.0	422	1.3334
No log	212.0	424	1.3037
No log	213.0	426	1.2620
No log	214.0	428	1.2192
No log	215.0	430	1.2268
No log	216.0	432	1.2740
No log	217.0	434	1.3298
No log	218.0	436	1.3930
No log	219.0	438	1.4287
No log	220.0	440	1.4227
No log	221.0	442	1.3803
No log	222.0	444	1.3389
No log	223.0	446	1.3402
No log	224.0	448	1.3458
No log	225.0	450	1.3779
No log	226.0	452	1.4241
No log	227.0	454	1.4453
No log	228.0	456	1.4269
No log	229.0	458	1.3875
No log	230.0	460	1.3527
No log	231.0	462	1.3338
No log	232.0	464	1.3420
No log	233.0	466	1.3536
No log	234.0	468	1.3931
No log	235.0	470	1.4257
No log	236.0	472	1.4281
No log	237.0	474	1.4027
No log	238.0	476	1.3635
No log	239.0	478	1.3048
No log	240.0	480	1.2874
No log	241.0	482	1.3135
No log	242.0	484	1.3534
No log	243.0	486	1.3877
No log	244.0	488	1.4125
No log	245.0	490	1.4280
No log	246.0	492	1.4330
No log	247.0	494	1.4254
No log	248.0	496	1.4343
No log	249.0	498	1.3983
0.4984	250.0	500	1.3501
0.4984	251.0	502	1.3319
0.4984	252.0	504	1.3261
0.4984	253.0	506	1.3543
0.4984	254.0	508	1.3817
0.4984	255.0	510	1.4107
0.4984	256.0	512	1.4216
0.4984	257.0	514	1.3670
0.4984	258.0	516	1.3489
0.4984	259.0	518	1.3245
0.4984	260.0	520	1.3046
0.4984	261.0	522	1.3024
0.4984	262.0	524	1.2989
0.4984	263.0	526	1.3072
0.4984	264.0	528	1.3100
0.4984	265.0	530	1.3296
0.4984	266.0	532	1.3444
0.4984	267.0	534	1.3580
0.4984	268.0	536	1.3623
0.4984	269.0	538	1.3863
0.4984	270.0	540	1.4010
0.4984	271.0	542	1.4060
0.4984	272.0	544	1.4048
0.4984	273.0	546	1.4001
0.4984	274.0	548	1.3804
0.4984	275.0	550	1.3607
0.4984	276.0	552	1.3414
0.4984	277.0	554	1.3338
0.4984	278.0	556	1.3401
0.4984	279.0	558	1.3512
0.4984	280.0	560	1.3606
0.4984	281.0	562	1.3636
0.4984	282.0	564	1.3589
0.4984	283.0	566	1.3478
0.4984	284.0	568	1.3387
0.4984	285.0	570	1.3533
0.4984	286.0	572	1.3818
0.4984	287.0	574	1.4216
0.4984	288.0	576	1.4690
0.4984	289.0	578	1.4980
0.4984	290.0	580	1.5126
0.4984	291.0	582	1.5328
0.4984	292.0	584	1.5507
0.4984	293.0	586	1.5507
0.4984	294.0	588	1.5699
0.4984	295.0	590	1.5493
0.4984	296.0	592	1.5112
0.4984	297.0	594	1.4635
0.4984	298.0	596	1.4157
0.4984	299.0	598	1.3829
0.4984	300.0	600	1.3594
0.4984	301.0	602	1.3757
0.4984	302.0	604	1.4016
0.4984	303.0	606	1.4373
0.4984	304.0	608	1.4400
0.4984	305.0	610	1.4478
0.4984	306.0	612	1.4511
0.4984	307.0	614	1.4484
0.4984	308.0	616	1.4229
0.4984	309.0	618	1.3912
0.4984	310.0	620	1.3733
0.4984	311.0	622	1.3450
0.4984	312.0	624	1.3264
0.4984	313.0	626	1.3251
0.4984	314.0	628	1.3312
0.4984	315.0	630	1.3335
0.4984	316.0	632	1.3298
0.4984	317.0	634	1.3226
0.4984	318.0	636	1.3150
0.4984	319.0	638	1.3055
0.4984	320.0	640	1.2983
0.4984	321.0	642	1.2899
0.4984	322.0	644	1.2646
0.4984	323.0	646	1.2413
0.4984	324.0	648	1.2316
0.4984	325.0	650	1.2295
0.4984	326.0	652	1.2300
0.4984	327.0	654	1.2594
0.4984	328.0	656	1.2869
0.4984	329.0	658	1.2923
0.4984	330.0	660	1.3231
0.4984	331.0	662	1.3421
0.4984	332.0	664	1.3503
0.4984	333.0	666	1.3452
0.4984	334.0	668	1.3347
0.4984	335.0	670	1.3203
0.4984	336.0	672	1.3098
0.4984	337.0	674	1.3021
0.4984	338.0	676	1.3016
0.4984	339.0	678	1.3007
0.4984	340.0	680	1.3001
0.4984	341.0	682	1.3070
0.4984	342.0	684	1.3475
0.4984	343.0	686	1.3788
0.4984	344.0	688	1.3991
0.4984	345.0	690	1.4028
0.4984	346.0	692	1.4028
0.4984	347.0	694	1.3971
0.4984	348.0	696	1.3793
0.4984	349.0	698	1.3543
0.4984	350.0	700	1.3296
0.4984	351.0	702	1.3322
0.4984	352.0	704	1.3556
0.4984	353.0	706	1.3936
0.4984	354.0	708	1.4202
0.4984	355.0	710	1.4235
0.4984	356.0	712	1.3934
0.4984	357.0	714	1.3511
0.4984	358.0	716	1.2957
0.4984	359.0	718	1.2690
0.4984	360.0	720	1.2670
0.4984	361.0	722	1.2906
0.4984	362.0	724	1.3083
0.4984	363.0	726	1.3239
0.4984	364.0	728	1.3353
0.4984	365.0	730	1.3442
0.4984	366.0	732	1.3308
0.4984	367.0	734	1.3172
0.4984	368.0	736	1.3009
0.4984	369.0	738	1.2826
0.4984	370.0	740	1.2781
0.4984	371.0	742	1.2796
0.4984	372.0	744	1.2815
0.4984	373.0	746	1.3100
0.4984	374.0	748	1.3447
0.4984	375.0	750	1.3591
0.4984	376.0	752	1.3892
0.4984	377.0	754	1.4185
0.4984	378.0	756	1.4329
0.4984	379.0	758	1.4273
0.4984	380.0	760	1.4074
0.4984	381.0	762	1.3999
0.4984	382.0	764	1.3906
0.4984	383.0	766	1.3857
0.4984	384.0	768	1.3740
0.4984	385.0	770	1.3637
0.4984	386.0	772	1.3600
0.4984	387.0	774	1.3614
0.4984	388.0	776	1.3720
0.4984	389.0	778	1.3822
0.4984	390.0	780	1.3862
0.4984	391.0	782	1.3850
0.4984	392.0	784	1.3857
0.4984	393.0	786	1.3859
0.4984	394.0	788	1.3968
0.4984	395.0	790	1.4054
0.4984	396.0	792	1.4105
0.4984	397.0	794	1.4135
0.4984	398.0	796	1.4122
0.4984	399.0	798	1.3965
0.4984	400.0	800	1.3806
0.4984	401.0	802	1.3833
0.4984	402.0	804	1.3848
0.4984	403.0	806	1.3755
0.4984	404.0	808	1.3663
0.4984	405.0	810	1.3541
0.4984	406.0	812	1.3481
0.4984	407.0	814	1.3484
0.4984	408.0	816	1.3506
0.4984	409.0	818	1.3486
0.4984	410.0	820	1.3474
0.4984	411.0	822	1.3512
0.4984	412.0	824	1.3562
0.4984	413.0	826	1.3683
0.4984	414.0	828	1.3778
0.4984	415.0	830	1.3839
0.4984	416.0	832	1.3879
0.4984	417.0	834	1.3888
0.4984	418.0	836	1.3952
0.4984	419.0	838	1.4006
0.4984	420.0	840	1.3990
0.4984	421.0	842	1.3698
0.4984	422.0	844	1.3452
0.4984	423.0	846	1.3087
0.4984	424.0	848	1.2798
0.4984	425.0	850	1.2656
0.4984	426.0	852	1.2812
0.4984	427.0	854	1.2965
0.4984	428.0	856	1.3184
0.4984	429.0	858	1.3456
0.4984	430.0	860	1.3730
0.4984	431.0	862	1.3882
0.4984	432.0	864	1.3960
0.4984	433.0	866	1.3961
0.4984	434.0	868	1.3904
0.4984	435.0	870	1.3826
0.4984	436.0	872	1.3876
0.4984	437.0	874	1.3942
0.4984	438.0	876	1.3903
0.4984	439.0	878	1.4131
0.4984	440.0	880	1.4386
0.4984	441.0	882	1.4533
0.4984	442.0	884	1.4633
0.4984	443.0	886	1.4364
0.4984	444.0	888	1.3961
0.4984	445.0	890	1.3603
0.4984	446.0	892	1.3205
0.4984	447.0	894	1.2876
0.4984	448.0	896	1.2629
0.4984	449.0	898	1.2929
0.4984	450.0	900	1.3158
0.4984	451.0	902	1.3561
0.4984	452.0	904	1.4016
0.4984	453.0	906	1.4331
0.4984	454.0	908	1.4514
0.4984	455.0	910	1.4568
0.4984	456.0	912	1.4481
0.4984	457.0	914	1.4331
0.4984	458.0	916	1.4101
0.4984	459.0	918	1.4124
0.4984	460.0	920	1.4035
0.4984	461.0	922	1.3846
0.4984	462.0	924	1.3591
0.4984	463.0	926	1.3337
0.4984	464.0	928	1.3211
0.4984	465.0	930	1.3289
0.4984	466.0	932	1.3686
0.4984	467.0	934	1.4247
0.4984	468.0	936	1.4679
0.4984	469.0	938	1.4892
0.4984	470.0	940	1.5036
0.4984	471.0	942	1.5144
0.4984	472.0	944	1.5118
0.4984	473.0	946	1.4974
0.4984	474.0	948	1.4768
0.4984	475.0	950	1.4562
0.4984	476.0	952	1.4385
0.4984	477.0	954	1.4229
0.4984	478.0	956	1.4084
0.4984	479.0	958	1.4004
0.4984	480.0	960	1.4004
0.4984	481.0	962	1.3982
0.4984	482.0	964	1.3999
0.4984	483.0	966	1.4041
0.4984	484.0	968	1.4065
0.4984	485.0	970	1.4074
0.4984	486.0	972	1.3975
0.4984	487.0	974	1.4100
0.4984	488.0	976	1.4375
0.4984	489.0	978	1.4597
0.4984	490.0	980	1.4732
0.4984	491.0	982	1.4704
0.4984	492.0	984	1.4610
0.4984	493.0	986	1.4437
0.4984	494.0	988	1.4284
0.4984	495.0	990	1.4139
0.4984	496.0	992	1.4026
0.4984	497.0	994	1.3938
0.4984	498.0	996	1.4228
0.4984	499.0	998	1.4441
0.0013	500.0	1000	1.4600
0.0013	501.0	1002	1.4651
0.0013	502.0	1004	1.4571
0.0013	503.0	1006	1.4481
0.0013	504.0	1008	1.4398
0.0013	505.0	1010	1.4303
0.0013	506.0	1012	1.4208
0.0013	507.0	1014	1.4074
0.0013	508.0	1016	1.3926
0.0013	509.0	1018	1.3814
0.0013	510.0	1020	1.3729
0.0013	511.0	1022	1.3687
0.0013	512.0	1024	1.3629
0.0013	513.0	1026	1.3900
0.0013	514.0	1028	1.4067
0.0013	515.0	1030	1.3830
0.0013	516.0	1032	1.3642
0.0013	517.0	1034	1.3945
0.0013	518.0	1036	1.4173
0.0013	519.0	1038	1.4311
0.0013	520.0	1040	1.4405
0.0013	521.0	1042	1.4485
0.0013	522.0	1044	1.4568
0.0013	523.0	1046	1.4552
0.0013	524.0	1048	1.4257
0.0013	525.0	1050	1.3988
0.0013	526.0	1052	1.3722
0.0013	527.0	1054	1.3477
0.0013	528.0	1056	1.3285
0.0013	529.0	1058	1.3126
0.0013	530.0	1060	1.2998
0.0013	531.0	1062	1.2948
0.0013	532.0	1064	1.2972
0.0013	533.0	1066	1.2976
0.0013	534.0	1068	1.2979
0.0013	535.0	1070	1.3181
0.0013	536.0	1072	1.3510
0.0013	537.0	1074	1.3788
0.0013	538.0	1076	1.3992
0.0013	539.0	1078	1.4265
0.0013	540.0	1080	1.4463
0.0013	541.0	1082	1.4578
0.0013	542.0	1084	1.4586
0.0013	543.0	1086	1.4551
0.0013	544.0	1088	1.4510
0.0013	545.0	1090	1.4462
0.0013	546.0	1092	1.4394
0.0013	547.0	1094	1.4334
0.0013	548.0	1096	1.4384
0.0013	549.0	1098	1.4397
0.0013	550.0	1100	1.4445
0.0013	551.0	1102	1.4514
0.0013	552.0	1104	1.4554
0.0013	553.0	1106	1.4576
0.0013	554.0	1108	1.4583
0.0013	555.0	1110	1.4601
0.0013	556.0	1112	1.4597
0.0013	557.0	1114	1.4596
0.0013	558.0	1116	1.4577
0.0013	559.0	1118	1.4520
0.0013	560.0	1120	1.4491
0.0013	561.0	1122	1.4455
0.0013	562.0	1124	1.4424
0.0013	563.0	1126	1.4388
0.0013	564.0	1128	1.4303
0.0013	565.0	1130	1.4266
0.0013	566.0	1132	1.4235
0.0013	567.0	1134	1.4207
0.0013	568.0	1136	1.4185
0.0013	569.0	1138	1.4172
0.0013	570.0	1140	1.4145
0.0013	571.0	1142	1.4177
0.0013	572.0	1144	1.4230
0.0013	573.0	1146	1.4247
0.0013	574.0	1148	1.4152
0.0013	575.0	1150	1.4082
0.0013	576.0	1152	1.4027
0.0013	577.0	1154	1.4000
0.0013	578.0	1156	1.3985
0.0013	579.0	1158	1.4005
0.0013	580.0	1160	1.4054
0.0013	581.0	1162	1.4075
0.0013	582.0	1164	1.4120
0.0013	583.0	1166	1.4161
0.0013	584.0	1168	1.4199
0.0013	585.0	1170	1.4222
0.0013	586.0	1172	1.4239
0.0013	587.0	1174	1.4254
0.0013	588.0	1176	1.4162
0.0013	589.0	1178	1.4203
0.0013	590.0	1180	1.4341
0.0013	591.0	1182	1.4659
0.0013	592.0	1184	1.4891
0.0013	593.0	1186	1.5046
0.0013	594.0	1188	1.5110
0.0013	595.0	1190	1.5053
0.0013	596.0	1192	1.5001
0.0013	597.0	1194	1.4795
0.0013	598.0	1196	1.4530
0.0013	599.0	1198	1.4300
0.0013	600.0	1200	1.4101
0.0013	601.0	1202	1.3887
0.0013	602.0	1204	1.3722
0.0013	603.0	1206	1.3588
0.0013	604.0	1208	1.3521
0.0013	605.0	1210	1.3470
0.0013	606.0	1212	1.3519
0.0013	607.0	1214	1.3647
0.0013	608.0	1216	1.3756
0.0013	609.0	1218	1.3838
0.0013	610.0	1220	1.3876
0.0013	611.0	1222	1.3876
0.0013	612.0	1224	1.3871
0.0013	613.0	1226	1.3861
0.0013	614.0	1228	1.3932
0.0013	615.0	1230	1.4157
0.0013	616.0	1232	1.4386
0.0013	617.0	1234	1.4567
0.0013	618.0	1236	1.4693
0.0013	619.0	1238	1.4772
0.0013	620.0	1240	1.4793
0.0013	621.0	1242	1.4671
0.0013	622.0	1244	1.4450
0.0013	623.0	1246	1.4167
0.0013	624.0	1248	1.3841
0.0013	625.0	1250	1.3548
0.0013	626.0	1252	1.3333
0.0013	627.0	1254	1.3233
0.0013	628.0	1256	1.3179
0.0013	629.0	1258	1.3158
0.0013	630.0	1260	1.3153
0.0013	631.0	1262	1.3201
0.0013	632.0	1264	1.3260
0.0013	633.0	1266	1.3341
0.0013	634.0	1268	1.3430
0.0013	635.0	1270	1.3519
0.0013	636.0	1272	1.3612
0.0013	637.0	1274	1.3718
0.0013	638.0	1276	1.3815
0.0013	639.0	1278	1.3941
0.0013	640.0	1280	1.4047
0.0013	641.0	1282	1.4108
0.0013	642.0	1284	1.4149
0.0013	643.0	1286	1.4114
0.0013	644.0	1288	1.4072
0.0013	645.0	1290	1.4023
0.0013	646.0	1292	1.3963
0.0013	647.0	1294	1.3909
0.0013	648.0	1296	1.3862
0.0013	649.0	1298	1.3821
0.0013	650.0	1300	1.3786
0.0013	651.0	1302	1.3785
0.0013	652.0	1304	1.3798
0.0013	653.0	1306	1.3825
0.0013	654.0	1308	1.3856
0.0013	655.0	1310	1.3837
0.0013	656.0	1312	1.3796
0.0013	657.0	1314	1.3739
0.0013	658.0	1316	1.3675
0.0013	659.0	1318	1.3617
0.0013	660.0	1320	1.3569
0.0013	661.0	1322	1.3516
0.0013	662.0	1324	1.3562
0.0013	663.0	1326	1.3711
0.0013	664.0	1328	1.3824
0.0013	665.0	1330	1.3873
0.0013	666.0	1332	1.3901
0.0013	667.0	1334	1.3912
0.0013	668.0	1336	1.3906
0.0013	669.0	1338	1.3892
0.0013	670.0	1340	1.3863
0.0013	671.0	1342	1.3834
0.0013	672.0	1344	1.3811
0.0013	673.0	1346	1.3789
0.0013	674.0	1348	1.3783
0.0013	675.0	1350	1.3775
0.0013	676.0	1352	1.3765
0.0013	677.0	1354	1.3750
0.0013	678.0	1356	1.3732
0.0013	679.0	1358	1.3714
0.0013	680.0	1360	1.3701
0.0013	681.0	1362	1.3690
0.0013	682.0	1364	1.3669
0.0013	683.0	1366	1.3650
0.0013	684.0	1368	1.3652
0.0013	685.0	1370	1.3661
0.0013	686.0	1372	1.3711
0.0013	687.0	1374	1.3762
0.0013	688.0	1376	1.3815
0.0013	689.0	1378	1.3849
0.0013	690.0	1380	1.3866
0.0013	691.0	1382	1.3856
0.0013	692.0	1384	1.3827
0.0013	693.0	1386	1.3785
0.0013	694.0	1388	1.3752
0.0013	695.0	1390	1.3722
0.0013	696.0	1392	1.3719
0.0013	697.0	1394	1.3713
0.0013	698.0	1396	1.3706
0.0013	699.0	1398	1.3682
0.0013	700.0	1400	1.3655
0.0013	701.0	1402	1.3735
0.0013	702.0	1404	1.3824
0.0013	703.0	1406	1.3917
0.0013	704.0	1408	1.3977
0.0013	705.0	1410	1.4018
0.0013	706.0	1412	1.4048
0.0013	707.0	1414	1.4069
0.0013	708.0	1416	1.4071
0.0013	709.0	1418	1.4056
0.0013	710.0	1420	1.4038
0.0013	711.0	1422	1.4027
0.0013	712.0	1424	1.3999
0.0013	713.0	1426	1.3940
0.0013	714.0	1428	1.3880
0.0013	715.0	1430	1.3814
0.0013	716.0	1432	1.3756
0.0013	717.0	1434	1.3708
0.0013	718.0	1436	1.3658
0.0013	719.0	1438	1.3619
0.0013	720.0	1440	1.3605
0.0013	721.0	1442	1.3587
0.0013	722.0	1444	1.3685
0.0013	723.0	1446	1.3823
0.0013	724.0	1448	1.3939
0.0013	725.0	1450	1.4022
0.0013	726.0	1452	1.4089
0.0013	727.0	1454	1.4147
0.0013	728.0	1456	1.4190
0.0013	729.0	1458	1.4273
0.0013	730.0	1460	1.4373
0.0013	731.0	1462	1.4448
0.0013	732.0	1464	1.4494
0.0013	733.0	1466	1.4507
0.0013	734.0	1468	1.4513
0.0013	735.0	1470	1.4585
0.0013	736.0	1472	1.4685
0.0013	737.0	1474	1.4767
0.0013	738.0	1476	1.4740
0.0013	739.0	1478	1.4713
0.0013	740.0	1480	1.4689
0.0013	741.0	1482	1.4668
0.0013	742.0	1484	1.4648
0.0013	743.0	1486	1.4631
0.0013	744.0	1488	1.4613
0.0013	745.0	1490	1.4588
0.0013	746.0	1492	1.4550
0.0013	747.0	1494	1.4507
0.0013	748.0	1496	1.4456
0.0013	749.0	1498	1.4401
0.0003	750.0	1500	1.4360
0.0003	751.0	1502	1.4327
0.0003	752.0	1504	1.4302
0.0003	753.0	1506	1.4290
0.0003	754.0	1508	1.4285
0.0003	755.0	1510	1.4290
0.0003	756.0	1512	1.4267
0.0003	757.0	1514	1.4248
0.0003	758.0	1516	1.4228
0.0003	759.0	1518	1.4206
0.0003	760.0	1520	1.4184
0.0003	761.0	1522	1.4166
0.0003	762.0	1524	1.4148
0.0003	763.0	1526	1.4132
0.0003	764.0	1528	1.4126
0.0003	765.0	1530	1.4171
0.0003	766.0	1532	1.4209
0.0003	767.0	1534	1.4356
0.0003	768.0	1536	1.4466
0.0003	769.0	1538	1.4545
0.0003	770.0	1540	1.4605
0.0003	771.0	1542	1.4648
0.0003	772.0	1544	1.4678
0.0003	773.0	1546	1.4697
0.0003	774.0	1548	1.4707
0.0003	775.0	1550	1.4709
0.0003	776.0	1552	1.4680
0.0003	777.0	1554	1.4634
0.0003	778.0	1556	1.4592
0.0003	779.0	1558	1.4550
0.0003	780.0	1560	1.4512
0.0003	781.0	1562	1.4479
0.0003	782.0	1564	1.4652
0.0003	783.0	1566	1.4978
0.0003	784.0	1568	1.5235
0.0003	785.0	1570	1.5399
0.0003	786.0	1572	1.5518
0.0003	787.0	1574	1.5597
0.0003	788.0	1576	1.5629
0.0003	789.0	1578	1.5628
0.0003	790.0	1580	1.5599
0.0003	791.0	1582	1.5538
0.0003	792.0	1584	1.5479
0.0003	793.0	1586	1.5405
0.0003	794.0	1588	1.5318
0.0003	795.0	1590	1.5236
0.0003	796.0	1592	1.5222
0.0003	797.0	1594	1.5259
0.0003	798.0	1596	1.5279
0.0003	799.0	1598	1.5291
0.0003	800.0	1600	1.5242
0.0003	801.0	1602	1.5197
0.0003	802.0	1604	1.5153
0.0003	803.0	1606	1.5091
0.0003	804.0	1608	1.5018
0.0003	805.0	1610	1.4950
0.0003	806.0	1612	1.4887
0.0003	807.0	1614	1.4833
0.0003	808.0	1616	1.4786
0.0003	809.0	1618	1.4726
0.0003	810.0	1620	1.4676
0.0003	811.0	1622	1.4762
0.0003	812.0	1624	1.4831
0.0003	813.0	1626	1.4911
0.0003	814.0	1628	1.5145
0.0003	815.0	1630	1.5310
0.0003	816.0	1632	1.5441
0.0003	817.0	1634	1.5537
0.0003	818.0	1636	1.5606
0.0003	819.0	1638	1.5644
0.0003	820.0	1640	1.5652
0.0003	821.0	1642	1.5639
0.0003	822.0	1644	1.5595
0.0003	823.0	1646	1.5473
0.0003	824.0	1648	1.5360
0.0003	825.0	1650	1.5237
0.0003	826.0	1652	1.5143
0.0003	827.0	1654	1.5092
0.0003	828.0	1656	1.4986
0.0003	829.0	1658	1.4837
0.0003	830.0	1660	1.4722
0.0003	831.0	1662	1.4626
0.0003	832.0	1664	1.4545
0.0003	833.0	1666	1.4480
0.0003	834.0	1668	1.4345
0.0003	835.0	1670	1.4235
0.0003	836.0	1672	1.4138
0.0003	837.0	1674	1.4071
0.0003	838.0	1676	1.4051
0.0003	839.0	1678	1.4036
0.0003	840.0	1680	1.4020
0.0003	841.0	1682	1.3985
0.0003	842.0	1684	1.3947
0.0003	843.0	1686	1.3917
0.0003	844.0	1688	1.3896
0.0003	845.0	1690	1.3882
0.0003	846.0	1692	1.3870
0.0003	847.0	1694	1.4005
0.0003	848.0	1696	1.4152
0.0003	849.0	1698	1.4301
0.0003	850.0	1700	1.4422
0.0003	851.0	1702	1.4517
0.0003	852.0	1704	1.4587
0.0003	853.0	1706	1.4637
0.0003	854.0	1708	1.4669
0.0003	855.0	1710	1.4685
0.0003	856.0	1712	1.4689
0.0003	857.0	1714	1.4679
0.0003	858.0	1716	1.4595
0.0003	859.0	1718	1.4518
0.0003	860.0	1720	1.4440
0.0003	861.0	1722	1.4372
0.0003	862.0	1724	1.4310
0.0003	863.0	1726	1.4251
0.0003	864.0	1728	1.4212
0.0003	865.0	1730	1.4181
0.0003	866.0	1732	1.4154
0.0003	867.0	1734	1.4129
0.0003	868.0	1736	1.4109
0.0003	869.0	1738	1.4092
0.0003	870.0	1740	1.4077
0.0003	871.0	1742	1.4063
0.0003	872.0	1744	1.4045
0.0003	873.0	1746	1.4027
0.0003	874.0	1748	1.4011
0.0003	875.0	1750	1.3993
0.0003	876.0	1752	1.4034
0.0003	877.0	1754	1.4118
0.0003	878.0	1756	1.4173
0.0003	879.0	1758	1.4212
0.0003	880.0	1760	1.4245
0.0003	881.0	1762	1.4271
0.0003	882.0	1764	1.4292
0.0003	883.0	1766	1.4308
0.0003	884.0	1768	1.4316
0.0003	885.0	1770	1.4318
0.0003	886.0	1772	1.4317
0.0003	887.0	1774	1.4315
0.0003	888.0	1776	1.4311
0.0003	889.0	1778	1.4301
0.0003	890.0	1780	1.4281
0.0003	891.0	1782	1.4265
0.0003	892.0	1784	1.4248
0.0003	893.0	1786	1.4226
0.0003	894.0	1788	1.4189
0.0003	895.0	1790	1.4158
0.0003	896.0	1792	1.4134
0.0003	897.0	1794	1.4114
0.0003	898.0	1796	1.4095
0.0003	899.0	1798	1.4070
0.0003	900.0	1800	1.4048
0.0003	901.0	1802	1.4032
0.0003	902.0	1804	1.4020
0.0003	903.0	1806	1.4013
0.0003	904.0	1808	1.4006
0.0003	905.0	1810	1.4000
0.0003	906.0	1812	1.3997
0.0003	907.0	1814	1.3994
0.0003	908.0	1816	1.3990
0.0003	909.0	1818	1.3983
0.0003	910.0	1820	1.3979
0.0003	911.0	1822	1.3978
0.0003	912.0	1824	1.3986
0.0003	913.0	1826	1.3978
0.0003	914.0	1828	1.3970
0.0003	915.0	1830	1.3964
0.0003	916.0	1832	1.3958
0.0003	917.0	1834	1.3953
0.0003	918.0	1836	1.3945
0.0003	919.0	1838	1.3944
0.0003	920.0	1840	1.3942
0.0003	921.0	1842	1.3940
0.0003	922.0	1844	1.3935
0.0003	923.0	1846	1.3932
0.0003	924.0	1848	1.3927
0.0003	925.0	1850	1.3925
0.0003	926.0	1852	1.3925
0.0003	927.0	1854	1.3926
0.0003	928.0	1856	1.3928
0.0003	929.0	1858	1.3928
0.0003	930.0	1860	1.3903
0.0003	931.0	1862	1.3883
0.0003	932.0	1864	1.3866
0.0003	933.0	1866	1.3853
0.0003	934.0	1868	1.3842
0.0003	935.0	1870	1.3834
0.0003	936.0	1872	1.3826
0.0003	937.0	1874	1.3818
0.0003	938.0	1876	1.3803
0.0003	939.0	1878	1.3791
0.0003	940.0	1880	1.3782
0.0003	941.0	1882	1.3776
0.0003	942.0	1884	1.3770
0.0003	943.0	1886	1.3764
0.0003	944.0	1888	1.3758
0.0003	945.0	1890	1.3760
0.0003	946.0	1892	1.3763
0.0003	947.0	1894	1.3766
0.0003	948.0	1896	1.3770
0.0003	949.0	1898	1.3773
0.0003	950.0	1900	1.3776
0.0003	951.0	1902	1.3778
0.0003	952.0	1904	1.3780
0.0003	953.0	1906	1.3796
0.0003	954.0	1908	1.3821
0.0003	955.0	1910	1.3841
0.0003	956.0	1912	1.3858
0.0003	957.0	1914	1.3859
0.0003	958.0	1916	1.3858
0.0003	959.0	1918	1.3859
0.0003	960.0	1920	1.3857
0.0003	961.0	1922	1.3853
0.0003	962.0	1924	1.3850
0.0003	963.0	1926	1.3848
0.0003	964.0	1928	1.3847
0.0003	965.0	1930	1.3845
0.0003	966.0	1932	1.3843
0.0003	967.0	1934	1.3841
0.0003	968.0	1936	1.3839
0.0003	969.0	1938	1.3837
0.0003	970.0	1940	1.3836
0.0003	971.0	1942	1.3836
0.0003	972.0	1944	1.3836
0.0003	973.0	1946	1.3835
0.0003	974.0	1948	1.3838
0.0003	975.0	1950	1.3843
0.0003	976.0	1952	1.3847
0.0003	977.0	1954	1.3850
0.0003	978.0	1956	1.3852
0.0003	979.0	1958	1.3853
0.0003	980.0	1960	1.3854
0.0003	981.0	1962	1.3855
0.0003	982.0	1964	1.3855
0.0003	983.0	1966	1.3854
0.0003	984.0	1968	1.3854
0.0003	985.0	1970	1.3855
0.0003	986.0	1972	1.3857
0.0003	987.0	1974	1.3858
0.0003	988.0	1976	1.3859
0.0003	989.0	1978	1.3860
0.0003	990.0	1980	1.3860
0.0003	991.0	1982	1.3861
0.0003	992.0	1984	1.3860
0.0003	993.0	1986	1.3860
0.0003	994.0	1988	1.3860
0.0003	995.0	1990	1.3860
0.0003	996.0	1992	1.3860
0.0003	997.0	1994	1.3859
0.0003	998.0	1996	1.3859
0.0003	999.0	1998	1.3859
0.0002	1000.0	2000	1.3859

Framework versions

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