BERT-legal-de-cased_German_legal_SQuAD_part_augmented_1000

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

• Loss: 1.1878

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	3	6.2315
No log	2.0	6	6.1635
No log	3.0	9	5.6804
No log	4.0	12	5.4851
No log	5.0	15	5.1017
No log	6.0	18	4.8099
No log	7.0	21	4.5260
No log	8.0	24	4.2462
No log	9.0	27	4.0071
No log	10.0	30	3.7489
No log	11.0	33	3.5721
No log	12.0	36	3.3983
No log	13.0	39	3.1847
No log	14.0	42	3.0440
No log	15.0	45	2.7774
No log	16.0	48	2.9011
No log	17.0	51	2.5050
No log	18.0	54	2.5825
No log	19.0	57	2.3698
No log	20.0	60	2.1609
No log	21.0	63	2.3133
No log	22.0	66	1.9613
No log	23.0	69	1.9666
No log	24.0	72	1.8069
No log	25.0	75	1.7976
No log	26.0	78	1.7498
No log	27.0	81	1.5485
No log	28.0	84	1.8017
No log	29.0	87	1.4228
No log	30.0	90	1.6463
No log	31.0	93	1.3787
No log	32.0	96	1.5086
No log	33.0	99	1.3644
No log	34.0	102	1.4424
No log	35.0	105	1.4331
No log	36.0	108	1.4622
No log	37.0	111	1.4498
No log	38.0	114	1.4811
No log	39.0	117	1.4247
No log	40.0	120	1.4087
No log	41.0	123	1.4205
No log	42.0	126	1.3249
No log	43.0	129	1.4612
No log	44.0	132	1.3484
No log	45.0	135	1.4333
No log	46.0	138	1.3669
No log	47.0	141	1.4275
No log	48.0	144	1.3946
No log	49.0	147	1.4163
No log	50.0	150	1.4242
No log	51.0	153	1.3976
No log	52.0	156	1.4482
No log	53.0	159	1.2670
No log	54.0	162	1.4237
No log	55.0	165	1.3375
No log	56.0	168	1.4923
No log	57.0	171	1.3465
No log	58.0	174	1.4602
No log	59.0	177	1.3327
No log	60.0	180	1.4953
No log	61.0	183	1.3589
No log	62.0	186	1.3119
No log	63.0	189	1.4500
No log	64.0	192	1.3377
No log	65.0	195	1.4834
No log	66.0	198	1.2696
No log	67.0	201	1.2991
No log	68.0	204	1.2945
No log	69.0	207	1.2524
No log	70.0	210	1.2919
No log	71.0	213	1.2645
No log	72.0	216	1.3566
No log	73.0	219	1.3511
No log	74.0	222	1.4390
No log	75.0	225	1.4624
No log	76.0	228	1.3019
No log	77.0	231	1.3605
No log	78.0	234	1.3079
No log	79.0	237	1.3709
No log	80.0	240	1.3241
No log	81.0	243	1.3111
No log	82.0	246	1.2147
No log	83.0	249	1.2509
No log	84.0	252	1.2801
No log	85.0	255	1.3803
No log	86.0	258	1.3451
No log	87.0	261	1.4449
No log	88.0	264	1.4696
No log	89.0	267	1.3467
No log	90.0	270	1.2665
No log	91.0	273	1.2200
No log	92.0	276	1.2815
No log	93.0	279	1.3957
No log	94.0	282	1.3065
No log	95.0	285	1.3217
No log	96.0	288	1.4439
No log	97.0	291	1.3488
No log	98.0	294	1.3987
No log	99.0	297	1.3149
No log	100.0	300	1.3016
No log	101.0	303	1.3893
No log	102.0	306	1.2377
No log	103.0	309	1.3223
No log	104.0	312	1.2804
No log	105.0	315	1.3317
No log	106.0	318	1.3680
No log	107.0	321	1.4256
No log	108.0	324	1.3947
No log	109.0	327	1.4419
No log	110.0	330	1.4711
No log	111.0	333	1.4832
No log	112.0	336	1.4899
No log	113.0	339	1.4981
No log	114.0	342	1.4621
No log	115.0	345	1.4888
No log	116.0	348	1.5079
No log	117.0	351	1.3973
No log	118.0	354	1.2295
No log	119.0	357	1.2848
No log	120.0	360	1.3691
No log	121.0	363	1.2567
No log	122.0	366	1.2845
No log	123.0	369	1.3837
No log	124.0	372	1.2782
No log	125.0	375	1.2103
No log	126.0	378	1.1015
No log	127.0	381	1.2913
No log	128.0	384	1.4697
No log	129.0	387	1.3874
No log	130.0	390	1.3469
No log	131.0	393	1.4226
No log	132.0	396	1.3852
No log	133.0	399	1.2439
No log	134.0	402	1.2279
No log	135.0	405	1.2736
No log	136.0	408	1.3548
No log	137.0	411	1.4317
No log	138.0	414	1.3363
No log	139.0	417	1.2440
No log	140.0	420	1.3186
No log	141.0	423	1.4799
No log	142.0	426	1.2877
No log	143.0	429	1.2090
No log	144.0	432	1.4745
No log	145.0	435	1.5081
No log	146.0	438	1.3265
No log	147.0	441	1.3201
No log	148.0	444	1.4658
No log	149.0	447	1.3886
No log	150.0	450	1.2982
No log	151.0	453	1.4142
No log	152.0	456	1.2366
No log	153.0	459	1.2230
No log	154.0	462	1.3656
No log	155.0	465	1.4812
No log	156.0	468	1.2443
No log	157.0	471	1.2218
No log	158.0	474	1.3217
No log	159.0	477	1.3993
No log	160.0	480	1.3864
No log	161.0	483	1.2077
No log	162.0	486	1.2481
No log	163.0	489	1.3556
No log	164.0	492	1.1640
No log	165.0	495	1.1620
No log	166.0	498	1.2727
1.2162	167.0	501	1.1838
1.2162	168.0	504	1.0709
1.2162	169.0	507	1.0883
1.2162	170.0	510	1.1733
1.2162	171.0	513	1.2025
1.2162	172.0	516	1.3599
1.2162	173.0	519	1.3350
1.2162	174.0	522	1.3010
1.2162	175.0	525	1.2787
1.2162	176.0	528	1.2670
1.2162	177.0	531	1.2521
1.2162	178.0	534	1.2622
1.2162	179.0	537	1.2749
1.2162	180.0	540	1.2721
1.2162	181.0	543	1.2187
1.2162	182.0	546	1.2258
1.2162	183.0	549	1.2876
1.2162	184.0	552	1.3767
1.2162	185.0	555	1.2188
1.2162	186.0	558	1.2045
1.2162	187.0	561	1.3579
1.2162	188.0	564	1.3865
1.2162	189.0	567	1.3394
1.2162	190.0	570	1.4071
1.2162	191.0	573	1.2541
1.2162	192.0	576	1.2831
1.2162	193.0	579	1.3669
1.2162	194.0	582	1.3352
1.2162	195.0	585	1.2645
1.2162	196.0	588	1.3197
1.2162	197.0	591	1.2828
1.2162	198.0	594	1.2481
1.2162	199.0	597	1.3157
1.2162	200.0	600	1.3786
1.2162	201.0	603	1.1423
1.2162	202.0	606	1.1148
1.2162	203.0	609	1.2952
1.2162	204.0	612	1.4513
1.2162	205.0	615	1.2864
1.2162	206.0	618	1.1797
1.2162	207.0	621	1.2044
1.2162	208.0	624	1.2832
1.2162	209.0	627	1.3439
1.2162	210.0	630	1.2945
1.2162	211.0	633	1.2505
1.2162	212.0	636	1.3416
1.2162	213.0	639	1.4229
1.2162	214.0	642	1.4208
1.2162	215.0	645	1.4262
1.2162	216.0	648	1.3644
1.2162	217.0	651	1.3013
1.2162	218.0	654	1.3661
1.2162	219.0	657	1.3697
1.2162	220.0	660	1.2956
1.2162	221.0	663	1.2354
1.2162	222.0	666	1.2672
1.2162	223.0	669	1.2872
1.2162	224.0	672	1.2958
1.2162	225.0	675	1.2868
1.2162	226.0	678	1.3671
1.2162	227.0	681	1.3249
1.2162	228.0	684	1.2063
1.2162	229.0	687	1.1528
1.2162	230.0	690	1.3187
1.2162	231.0	693	1.3855
1.2162	232.0	696	1.2112
1.2162	233.0	699	1.1696
1.2162	234.0	702	1.2587
1.2162	235.0	705	1.3618
1.2162	236.0	708	1.3278
1.2162	237.0	711	1.2569
1.2162	238.0	714	1.2116
1.2162	239.0	717	1.2680
1.2162	240.0	720	1.2957
1.2162	241.0	723	1.2091
1.2162	242.0	726	1.2165
1.2162	243.0	729	1.3064
1.2162	244.0	732	1.3418
1.2162	245.0	735	1.2615
1.2162	246.0	738	1.2019
1.2162	247.0	741	1.3079
1.2162	248.0	744	1.4366
1.2162	249.0	747	1.4877
1.2162	250.0	750	1.2540
1.2162	251.0	753	1.1401
1.2162	252.0	756	1.1807
1.2162	253.0	759	1.2318
1.2162	254.0	762	1.2673
1.2162	255.0	765	1.1559
1.2162	256.0	768	1.1597
1.2162	257.0	771	1.2098
1.2162	258.0	774	1.3044
1.2162	259.0	777	1.3922
1.2162	260.0	780	1.3851
1.2162	261.0	783	1.2521
1.2162	262.0	786	1.1972
1.2162	263.0	789	1.1917
1.2162	264.0	792	1.2397
1.2162	265.0	795	1.2475
1.2162	266.0	798	1.2223
1.2162	267.0	801	1.1236
1.2162	268.0	804	1.1601
1.2162	269.0	807	1.2181
1.2162	270.0	810	1.3909
1.2162	271.0	813	1.4345
1.2162	272.0	816	1.2946
1.2162	273.0	819	1.2986
1.2162	274.0	822	1.3205
1.2162	275.0	825	1.3303
1.2162	276.0	828	1.3172
1.2162	277.0	831	1.3153
1.2162	278.0	834	1.4371
1.2162	279.0	837	1.4931
1.2162	280.0	840	1.4064
1.2162	281.0	843	1.2293
1.2162	282.0	846	1.1418
1.2162	283.0	849	1.1781
1.2162	284.0	852	1.2730
1.2162	285.0	855	1.2313
1.2162	286.0	858	1.1432
1.2162	287.0	861	1.1192
1.2162	288.0	864	1.1433
1.2162	289.0	867	1.2398
1.2162	290.0	870	1.3305
1.2162	291.0	873	1.2863
1.2162	292.0	876	1.2414
1.2162	293.0	879	1.1992
1.2162	294.0	882	1.2096
1.2162	295.0	885	1.3333
1.2162	296.0	888	1.4855
1.2162	297.0	891	1.4089
1.2162	298.0	894	1.2603
1.2162	299.0	897	1.2206
1.2162	300.0	900	1.3093
1.2162	301.0	903	1.3718
1.2162	302.0	906	1.3228
1.2162	303.0	909	1.2370
1.2162	304.0	912	1.1575
1.2162	305.0	915	1.1498
1.2162	306.0	918	1.2042
1.2162	307.0	921	1.3822
1.2162	308.0	924	1.4627
1.2162	309.0	927	1.3712
1.2162	310.0	930	1.3133
1.2162	311.0	933	1.2560
1.2162	312.0	936	1.2977
1.2162	313.0	939	1.4057
1.2162	314.0	942	1.4639
1.2162	315.0	945	1.3491
1.2162	316.0	948	1.2304
1.2162	317.0	951	1.2247
1.2162	318.0	954	1.3081
1.2162	319.0	957	1.3456
1.2162	320.0	960	1.3814
1.2162	321.0	963	1.3988
1.2162	322.0	966	1.3096
1.2162	323.0	969	1.2534
1.2162	324.0	972	1.2976
1.2162	325.0	975	1.3190
1.2162	326.0	978	1.2385
1.2162	327.0	981	1.1904
1.2162	328.0	984	1.2088
1.2162	329.0	987	1.2338
1.2162	330.0	990	1.2569
1.2162	331.0	993	1.2810
1.2162	332.0	996	1.2614
1.2162	333.0	999	1.2364
0.6027	334.0	1002	1.2698
0.6027	335.0	1005	1.2656
0.6027	336.0	1008	1.2304
0.6027	337.0	1011	1.2487
0.6027	338.0	1014	1.2335
0.6027	339.0	1017	1.2070
0.6027	340.0	1020	1.1861
0.6027	341.0	1023	1.2174
0.6027	342.0	1026	1.3044
0.6027	343.0	1029	1.4261
0.6027	344.0	1032	1.4415
0.6027	345.0	1035	1.2483
0.6027	346.0	1038	1.1422
0.6027	347.0	1041	1.1283
0.6027	348.0	1044	1.2030
0.6027	349.0	1047	1.3278
0.6027	350.0	1050	1.3682
0.6027	351.0	1053	1.3006
0.6027	352.0	1056	1.2266
0.6027	353.0	1059	1.2314
0.6027	354.0	1062	1.2663
0.6027	355.0	1065	1.3043
0.6027	356.0	1068	1.3822
0.6027	357.0	1071	1.3731
0.6027	358.0	1074	1.3056
0.6027	359.0	1077	1.2599
0.6027	360.0	1080	1.2127
0.6027	361.0	1083	1.1976
0.6027	362.0	1086	1.1763
0.6027	363.0	1089	1.1600
0.6027	364.0	1092	1.1661
0.6027	365.0	1095	1.2364
0.6027	366.0	1098	1.3646
0.6027	367.0	1101	1.3731
0.6027	368.0	1104	1.3626
0.6027	369.0	1107	1.2834
0.6027	370.0	1110	1.1932
0.6027	371.0	1113	1.1426
0.6027	372.0	1116	1.1780
0.6027	373.0	1119	1.2530
0.6027	374.0	1122	1.3219
0.6027	375.0	1125	1.3376
0.6027	376.0	1128	1.3394
0.6027	377.0	1131	1.3233
0.6027	378.0	1134	1.3722
0.6027	379.0	1137	1.3659
0.6027	380.0	1140	1.3334
0.6027	381.0	1143	1.3039
0.6027	382.0	1146	1.2726
0.6027	383.0	1149	1.2336
0.6027	384.0	1152	1.2345
0.6027	385.0	1155	1.2710
0.6027	386.0	1158	1.2617
0.6027	387.0	1161	1.2739
0.6027	388.0	1164	1.2888
0.6027	389.0	1167	1.2827
0.6027	390.0	1170	1.2358
0.6027	391.0	1173	1.2043
0.6027	392.0	1176	1.1972
0.6027	393.0	1179	1.2440
0.6027	394.0	1182	1.2507
0.6027	395.0	1185	1.2790
0.6027	396.0	1188	1.2946
0.6027	397.0	1191	1.2702
0.6027	398.0	1194	1.2342
0.6027	399.0	1197	1.2329
0.6027	400.0	1200	1.2447
0.6027	401.0	1203	1.2701
0.6027	402.0	1206	1.2424
0.6027	403.0	1209	1.2076
0.6027	404.0	1212	1.1788
0.6027	405.0	1215	1.1773
0.6027	406.0	1218	1.2095
0.6027	407.0	1221	1.2274
0.6027	408.0	1224	1.2779
0.6027	409.0	1227	1.3229
0.6027	410.0	1230	1.3349
0.6027	411.0	1233	1.3633
0.6027	412.0	1236	1.3390
0.6027	413.0	1239	1.2961
0.6027	414.0	1242	1.2562
0.6027	415.0	1245	1.2037
0.6027	416.0	1248	1.1851
0.6027	417.0	1251	1.2150
0.6027	418.0	1254	1.2337
0.6027	419.0	1257	1.2879
0.6027	420.0	1260	1.3179
0.6027	421.0	1263	1.2644
0.6027	422.0	1266	1.2368
0.6027	423.0	1269	1.2071
0.6027	424.0	1272	1.1892
0.6027	425.0	1275	1.1993
0.6027	426.0	1278	1.1903
0.6027	427.0	1281	1.1795
0.6027	428.0	1284	1.2739
0.6027	429.0	1287	1.4445
0.6027	430.0	1290	1.4577
0.6027	431.0	1293	1.3337
0.6027	432.0	1296	1.2070
0.6027	433.0	1299	1.1450
0.6027	434.0	1302	1.1559
0.6027	435.0	1305	1.1922
0.6027	436.0	1308	1.2026
0.6027	437.0	1311	1.2103
0.6027	438.0	1314	1.1893
0.6027	439.0	1317	1.1543
0.6027	440.0	1320	1.1426
0.6027	441.0	1323	1.1570
0.6027	442.0	1326	1.1924
0.6027	443.0	1329	1.2276
0.6027	444.0	1332	1.2368
0.6027	445.0	1335	1.2033
0.6027	446.0	1338	1.1523
0.6027	447.0	1341	1.1113
0.6027	448.0	1344	1.0830
0.6027	449.0	1347	1.0838
0.6027	450.0	1350	1.1216
0.6027	451.0	1353	1.2278
0.6027	452.0	1356	1.3235
0.6027	453.0	1359	1.3915
0.6027	454.0	1362	1.3815
0.6027	455.0	1365	1.3344
0.6027	456.0	1368	1.2771
0.6027	457.0	1371	1.2489
0.6027	458.0	1374	1.2380
0.6027	459.0	1377	1.2727
0.6027	460.0	1380	1.2965
0.6027	461.0	1383	1.2394
0.6027	462.0	1386	1.1840
0.6027	463.0	1389	1.1688
0.6027	464.0	1392	1.1889
0.6027	465.0	1395	1.2288
0.6027	466.0	1398	1.2761
0.6027	467.0	1401	1.2677
0.6027	468.0	1404	1.2358
0.6027	469.0	1407	1.2216
0.6027	470.0	1410	1.2024
0.6027	471.0	1413	1.1715
0.6027	472.0	1416	1.1574
0.6027	473.0	1419	1.1502
0.6027	474.0	1422	1.1411
0.6027	475.0	1425	1.1593
0.6027	476.0	1428	1.1925
0.6027	477.0	1431	1.2575
0.6027	478.0	1434	1.2916
0.6027	479.0	1437	1.2319
0.6027	480.0	1440	1.1598
0.6027	481.0	1443	1.1294
0.6027	482.0	1446	1.1378
0.6027	483.0	1449	1.1940
0.6027	484.0	1452	1.2335
0.6027	485.0	1455	1.2432
0.6027	486.0	1458	1.2579
0.6027	487.0	1461	1.2750
0.6027	488.0	1464	1.3032
0.6027	489.0	1467	1.3035
0.6027	490.0	1470	1.2572
0.6027	491.0	1473	1.1945
0.6027	492.0	1476	1.1813
0.6027	493.0	1479	1.1825
0.6027	494.0	1482	1.2020
0.6027	495.0	1485	1.2308
0.6027	496.0	1488	1.3193
0.6027	497.0	1491	1.3430
0.6027	498.0	1494	1.3259
0.6027	499.0	1497	1.3193
0.5944	500.0	1500	1.3335
0.5944	501.0	1503	1.3150
0.5944	502.0	1506	1.3196
0.5944	503.0	1509	1.3205
0.5944	504.0	1512	1.3112
0.5944	505.0	1515	1.3149
0.5944	506.0	1518	1.3177
0.5944	507.0	1521	1.3219
0.5944	508.0	1524	1.3145
0.5944	509.0	1527	1.3308
0.5944	510.0	1530	1.3668
0.5944	511.0	1533	1.3518
0.5944	512.0	1536	1.3456
0.5944	513.0	1539	1.3799
0.5944	514.0	1542	1.3541
0.5944	515.0	1545	1.2939
0.5944	516.0	1548	1.2440
0.5944	517.0	1551	1.2067
0.5944	518.0	1554	1.2030
0.5944	519.0	1557	1.2266
0.5944	520.0	1560	1.2721
0.5944	521.0	1563	1.3094
0.5944	522.0	1566	1.3184
0.5944	523.0	1569	1.2774
0.5944	524.0	1572	1.2481
0.5944	525.0	1575	1.2738
0.5944	526.0	1578	1.2902
0.5944	527.0	1581	1.3123
0.5944	528.0	1584	1.3636
0.5944	529.0	1587	1.4190
0.5944	530.0	1590	1.3975
0.5944	531.0	1593	1.3585
0.5944	532.0	1596	1.2997
0.5944	533.0	1599	1.2431
0.5944	534.0	1602	1.2113
0.5944	535.0	1605	1.2067
0.5944	536.0	1608	1.2184
0.5944	537.0	1611	1.2590
0.5944	538.0	1614	1.3079
0.5944	539.0	1617	1.3504
0.5944	540.0	1620	1.4148
0.5944	541.0	1623	1.4638
0.5944	542.0	1626	1.4433
0.5944	543.0	1629	1.3960
0.5944	544.0	1632	1.3668
0.5944	545.0	1635	1.3278
0.5944	546.0	1638	1.3091
0.5944	547.0	1641	1.3051
0.5944	548.0	1644	1.3314
0.5944	549.0	1647	1.3956
0.5944	550.0	1650	1.4376
0.5944	551.0	1653	1.4370
0.5944	552.0	1656	1.4136
0.5944	553.0	1659	1.3899
0.5944	554.0	1662	1.3554
0.5944	555.0	1665	1.3140
0.5944	556.0	1668	1.2804
0.5944	557.0	1671	1.2542
0.5944	558.0	1674	1.2323
0.5944	559.0	1677	1.2551
0.5944	560.0	1680	1.2822
0.5944	561.0	1683	1.3115
0.5944	562.0	1686	1.3283
0.5944	563.0	1689	1.3012
0.5944	564.0	1692	1.2631
0.5944	565.0	1695	1.2382
0.5944	566.0	1698	1.2400
0.5944	567.0	1701	1.2665
0.5944	568.0	1704	1.3340
0.5944	569.0	1707	1.4012
0.5944	570.0	1710	1.4067
0.5944	571.0	1713	1.3610
0.5944	572.0	1716	1.3208
0.5944	573.0	1719	1.2790
0.5944	574.0	1722	1.2342
0.5944	575.0	1725	1.2167
0.5944	576.0	1728	1.2145
0.5944	577.0	1731	1.2206
0.5944	578.0	1734	1.2628
0.5944	579.0	1737	1.3549
0.5944	580.0	1740	1.4501
0.5944	581.0	1743	1.4901
0.5944	582.0	1746	1.4840
0.5944	583.0	1749	1.4560
0.5944	584.0	1752	1.4036
0.5944	585.0	1755	1.3515
0.5944	586.0	1758	1.3315
0.5944	587.0	1761	1.3061
0.5944	588.0	1764	1.2743
0.5944	589.0	1767	1.2555
0.5944	590.0	1770	1.2833
0.5944	591.0	1773	1.3176
0.5944	592.0	1776	1.3505
0.5944	593.0	1779	1.3845
0.5944	594.0	1782	1.4712
0.5944	595.0	1785	1.5025
0.5944	596.0	1788	1.4482
0.5944	597.0	1791	1.3797
0.5944	598.0	1794	1.3452
0.5944	599.0	1797	1.3053
0.5944	600.0	1800	1.3026
0.5944	601.0	1803	1.3229
0.5944	602.0	1806	1.3488
0.5944	603.0	1809	1.3613
0.5944	604.0	1812	1.3550
0.5944	605.0	1815	1.3544
0.5944	606.0	1818	1.3331
0.5944	607.0	1821	1.3079
0.5944	608.0	1824	1.2879
0.5944	609.0	1827	1.2662
0.5944	610.0	1830	1.2683
0.5944	611.0	1833	1.2700
0.5944	612.0	1836	1.2734
0.5944	613.0	1839	1.2960
0.5944	614.0	1842	1.3067
0.5944	615.0	1845	1.3627
0.5944	616.0	1848	1.3759
0.5944	617.0	1851	1.3645
0.5944	618.0	1854	1.3467
0.5944	619.0	1857	1.3400
0.5944	620.0	1860	1.3433
0.5944	621.0	1863	1.3289
0.5944	622.0	1866	1.3015
0.5944	623.0	1869	1.2728
0.5944	624.0	1872	1.2608
0.5944	625.0	1875	1.2926
0.5944	626.0	1878	1.3529
0.5944	627.0	1881	1.3868
0.5944	628.0	1884	1.3884
0.5944	629.0	1887	1.3737
0.5944	630.0	1890	1.3577
0.5944	631.0	1893	1.3417
0.5944	632.0	1896	1.3481
0.5944	633.0	1899	1.3714
0.5944	634.0	1902	1.3655
0.5944	635.0	1905	1.3585
0.5944	636.0	1908	1.3495
0.5944	637.0	1911	1.3367
0.5944	638.0	1914	1.3388
0.5944	639.0	1917	1.3803
0.5944	640.0	1920	1.4244
0.5944	641.0	1923	1.4492
0.5944	642.0	1926	1.4547
0.5944	643.0	1929	1.4064
0.5944	644.0	1932	1.3751
0.5944	645.0	1935	1.3736
0.5944	646.0	1938	1.3477
0.5944	647.0	1941	1.3216
0.5944	648.0	1944	1.3038
0.5944	649.0	1947	1.3073
0.5944	650.0	1950	1.3469
0.5944	651.0	1953	1.4295
0.5944	652.0	1956	1.4882
0.5944	653.0	1959	1.4951
0.5944	654.0	1962	1.4485
0.5944	655.0	1965	1.3914
0.5944	656.0	1968	1.3436
0.5944	657.0	1971	1.3058
0.5944	658.0	1974	1.2814
0.5944	659.0	1977	1.2814
0.5944	660.0	1980	1.2969
0.5944	661.0	1983	1.3217
0.5944	662.0	1986	1.3504
0.5944	663.0	1989	1.3722
0.5944	664.0	1992	1.3912
0.5944	665.0	1995	1.4130
0.5944	666.0	1998	1.4268
0.5909	667.0	2001	1.4114
0.5909	668.0	2004	1.3909
0.5909	669.0	2007	1.3607
0.5909	670.0	2010	1.3385
0.5909	671.0	2013	1.3028
0.5909	672.0	2016	1.2786
0.5909	673.0	2019	1.2751
0.5909	674.0	2022	1.2682
0.5909	675.0	2025	1.2630
0.5909	676.0	2028	1.2854
0.5909	677.0	2031	1.3036
0.5909	678.0	2034	1.3120
0.5909	679.0	2037	1.3192
0.5909	680.0	2040	1.3181
0.5909	681.0	2043	1.3109
0.5909	682.0	2046	1.2921
0.5909	683.0	2049	1.2845
0.5909	684.0	2052	1.2922
0.5909	685.0	2055	1.2924
0.5909	686.0	2058	1.2862
0.5909	687.0	2061	1.2803
0.5909	688.0	2064	1.2763
0.5909	689.0	2067	1.2649
0.5909	690.0	2070	1.2480
0.5909	691.0	2073	1.2456
0.5909	692.0	2076	1.2418
0.5909	693.0	2079	1.2502
0.5909	694.0	2082	1.2513
0.5909	695.0	2085	1.2536
0.5909	696.0	2088	1.2621
0.5909	697.0	2091	1.2741
0.5909	698.0	2094	1.2901
0.5909	699.0	2097	1.3105
0.5909	700.0	2100	1.3396
0.5909	701.0	2103	1.3239
0.5909	702.0	2106	1.3079
0.5909	703.0	2109	1.2946
0.5909	704.0	2112	1.2912
0.5909	705.0	2115	1.2884
0.5909	706.0	2118	1.2840
0.5909	707.0	2121	1.2755
0.5909	708.0	2124	1.2650
0.5909	709.0	2127	1.2537
0.5909	710.0	2130	1.2616
0.5909	711.0	2133	1.2617
0.5909	712.0	2136	1.2695
0.5909	713.0	2139	1.2891
0.5909	714.0	2142	1.3034
0.5909	715.0	2145	1.3136
0.5909	716.0	2148	1.3133
0.5909	717.0	2151	1.3153
0.5909	718.0	2154	1.3138
0.5909	719.0	2157	1.3124
0.5909	720.0	2160	1.3052
0.5909	721.0	2163	1.2905
0.5909	722.0	2166	1.2622
0.5909	723.0	2169	1.2538
0.5909	724.0	2172	1.2684
0.5909	725.0	2175	1.2733
0.5909	726.0	2178	1.2760
0.5909	727.0	2181	1.2783
0.5909	728.0	2184	1.2604
0.5909	729.0	2187	1.2403
0.5909	730.0	2190	1.2355
0.5909	731.0	2193	1.2545
0.5909	732.0	2196	1.2664
0.5909	733.0	2199	1.2756
0.5909	734.0	2202	1.2961
0.5909	735.0	2205	1.3142
0.5909	736.0	2208	1.3490
0.5909	737.0	2211	1.3876
0.5909	738.0	2214	1.4099
0.5909	739.0	2217	1.4156
0.5909	740.0	2220	1.4088
0.5909	741.0	2223	1.3909
0.5909	742.0	2226	1.3756
0.5909	743.0	2229	1.3514
0.5909	744.0	2232	1.3264
0.5909	745.0	2235	1.3002
0.5909	746.0	2238	1.2782
0.5909	747.0	2241	1.2669
0.5909	748.0	2244	1.2506
0.5909	749.0	2247	1.2303
0.5909	750.0	2250	1.2116
0.5909	751.0	2253	1.1983
0.5909	752.0	2256	1.1836
0.5909	753.0	2259	1.1715
0.5909	754.0	2262	1.1646
0.5909	755.0	2265	1.1743
0.5909	756.0	2268	1.1937
0.5909	757.0	2271	1.2165
0.5909	758.0	2274	1.2358
0.5909	759.0	2277	1.2634
0.5909	760.0	2280	1.3025
0.5909	761.0	2283	1.3150
0.5909	762.0	2286	1.3161
0.5909	763.0	2289	1.3194
0.5909	764.0	2292	1.3130
0.5909	765.0	2295	1.2999
0.5909	766.0	2298	1.2901
0.5909	767.0	2301	1.2769
0.5909	768.0	2304	1.2724
0.5909	769.0	2307	1.2722
0.5909	770.0	2310	1.2835
0.5909	771.0	2313	1.2839
0.5909	772.0	2316	1.2757
0.5909	773.0	2319	1.2646
0.5909	774.0	2322	1.2524
0.5909	775.0	2325	1.2407
0.5909	776.0	2328	1.2267
0.5909	777.0	2331	1.2185
0.5909	778.0	2334	1.2023
0.5909	779.0	2337	1.1905
0.5909	780.0	2340	1.2213
0.5909	781.0	2343	1.2697
0.5909	782.0	2346	1.3146
0.5909	783.0	2349	1.3661
0.5909	784.0	2352	1.4072
0.5909	785.0	2355	1.4232
0.5909	786.0	2358	1.4138
0.5909	787.0	2361	1.3909
0.5909	788.0	2364	1.3794
0.5909	789.0	2367	1.3707
0.5909	790.0	2370	1.3724
0.5909	791.0	2373	1.3753
0.5909	792.0	2376	1.3635
0.5909	793.0	2379	1.3491
0.5909	794.0	2382	1.3323
0.5909	795.0	2385	1.3166
0.5909	796.0	2388	1.2962
0.5909	797.0	2391	1.2790
0.5909	798.0	2394	1.2511
0.5909	799.0	2397	1.2188
0.5909	800.0	2400	1.1961
0.5909	801.0	2403	1.1927
0.5909	802.0	2406	1.1961
0.5909	803.0	2409	1.2023
0.5909	804.0	2412	1.2075
0.5909	805.0	2415	1.2110
0.5909	806.0	2418	1.2131
0.5909	807.0	2421	1.2199
0.5909	808.0	2424	1.2311
0.5909	809.0	2427	1.2448
0.5909	810.0	2430	1.2610
0.5909	811.0	2433	1.2643
0.5909	812.0	2436	1.2624
0.5909	813.0	2439	1.2496
0.5909	814.0	2442	1.2402
0.5909	815.0	2445	1.2328
0.5909	816.0	2448	1.2230
0.5909	817.0	2451	1.2148
0.5909	818.0	2454	1.2076
0.5909	819.0	2457	1.2072
0.5909	820.0	2460	1.1988
0.5909	821.0	2463	1.1995
0.5909	822.0	2466	1.1995
0.5909	823.0	2469	1.2038
0.5909	824.0	2472	1.2073
0.5909	825.0	2475	1.2113
0.5909	826.0	2478	1.2069
0.5909	827.0	2481	1.1964
0.5909	828.0	2484	1.1977
0.5909	829.0	2487	1.1973
0.5909	830.0	2490	1.2021
0.5909	831.0	2493	1.2109
0.5909	832.0	2496	1.2188
0.5909	833.0	2499	1.2217
0.5872	834.0	2502	1.2267
0.5872	835.0	2505	1.2269
0.5872	836.0	2508	1.2216
0.5872	837.0	2511	1.2190
0.5872	838.0	2514	1.2175
0.5872	839.0	2517	1.2208
0.5872	840.0	2520	1.2255
0.5872	841.0	2523	1.2277
0.5872	842.0	2526	1.2336
0.5872	843.0	2529	1.2353
0.5872	844.0	2532	1.2331
0.5872	845.0	2535	1.2318
0.5872	846.0	2538	1.2284
0.5872	847.0	2541	1.2225
0.5872	848.0	2544	1.2202
0.5872	849.0	2547	1.2197
0.5872	850.0	2550	1.2145
0.5872	851.0	2553	1.2070
0.5872	852.0	2556	1.2001
0.5872	853.0	2559	1.1940
0.5872	854.0	2562	1.1971
0.5872	855.0	2565	1.2066
0.5872	856.0	2568	1.2059
0.5872	857.0	2571	1.2128
0.5872	858.0	2574	1.2236
0.5872	859.0	2577	1.2332
0.5872	860.0	2580	1.2424
0.5872	861.0	2583	1.2520
0.5872	862.0	2586	1.2651
0.5872	863.0	2589	1.2689
0.5872	864.0	2592	1.2631
0.5872	865.0	2595	1.2428
0.5872	866.0	2598	1.2249
0.5872	867.0	2601	1.2125
0.5872	868.0	2604	1.2047
0.5872	869.0	2607	1.1973
0.5872	870.0	2610	1.1928
0.5872	871.0	2613	1.1880
0.5872	872.0	2616	1.1823
0.5872	873.0	2619	1.1768
0.5872	874.0	2622	1.1748
0.5872	875.0	2625	1.1736
0.5872	876.0	2628	1.1746
0.5872	877.0	2631	1.1769
0.5872	878.0	2634	1.1848
0.5872	879.0	2637	1.1985
0.5872	880.0	2640	1.2086
0.5872	881.0	2643	1.2092
0.5872	882.0	2646	1.2024
0.5872	883.0	2649	1.1883
0.5872	884.0	2652	1.1839
0.5872	885.0	2655	1.1910
0.5872	886.0	2658	1.2002
0.5872	887.0	2661	1.2049
0.5872	888.0	2664	1.2068
0.5872	889.0	2667	1.2105
0.5872	890.0	2670	1.2176
0.5872	891.0	2673	1.2217
0.5872	892.0	2676	1.2242
0.5872	893.0	2679	1.2253
0.5872	894.0	2682	1.2220
0.5872	895.0	2685	1.2167
0.5872	896.0	2688	1.2134
0.5872	897.0	2691	1.2062
0.5872	898.0	2694	1.1981
0.5872	899.0	2697	1.1970
0.5872	900.0	2700	1.2012
0.5872	901.0	2703	1.2045
0.5872	902.0	2706	1.2031
0.5872	903.0	2709	1.1999
0.5872	904.0	2712	1.1964
0.5872	905.0	2715	1.1979
0.5872	906.0	2718	1.1997
0.5872	907.0	2721	1.1975
0.5872	908.0	2724	1.1993
0.5872	909.0	2727	1.2022
0.5872	910.0	2730	1.1999
0.5872	911.0	2733	1.1973
0.5872	912.0	2736	1.1921
0.5872	913.0	2739	1.1839
0.5872	914.0	2742	1.1751
0.5872	915.0	2745	1.1629
0.5872	916.0	2748	1.1511
0.5872	917.0	2751	1.1446
0.5872	918.0	2754	1.1396
0.5872	919.0	2757	1.1439
0.5872	920.0	2760	1.1529
0.5872	921.0	2763	1.1549
0.5872	922.0	2766	1.1545
0.5872	923.0	2769	1.1546
0.5872	924.0	2772	1.1566
0.5872	925.0	2775	1.1572
0.5872	926.0	2778	1.1541
0.5872	927.0	2781	1.1480
0.5872	928.0	2784	1.1519
0.5872	929.0	2787	1.1596
0.5872	930.0	2790	1.1662
0.5872	931.0	2793	1.1741
0.5872	932.0	2796	1.1827
0.5872	933.0	2799	1.1899
0.5872	934.0	2802	1.1917
0.5872	935.0	2805	1.1958
0.5872	936.0	2808	1.1983
0.5872	937.0	2811	1.1975
0.5872	938.0	2814	1.1995
0.5872	939.0	2817	1.2002
0.5872	940.0	2820	1.1976
0.5872	941.0	2823	1.1911
0.5872	942.0	2826	1.1840
0.5872	943.0	2829	1.1802
0.5872	944.0	2832	1.1782
0.5872	945.0	2835	1.1785
0.5872	946.0	2838	1.1777
0.5872	947.0	2841	1.1771
0.5872	948.0	2844	1.1772
0.5872	949.0	2847	1.1755
0.5872	950.0	2850	1.1798
0.5872	951.0	2853	1.1837
0.5872	952.0	2856	1.1850
0.5872	953.0	2859	1.1835
0.5872	954.0	2862	1.1830
0.5872	955.0	2865	1.1816
0.5872	956.0	2868	1.1797
0.5872	957.0	2871	1.1762
0.5872	958.0	2874	1.1751
0.5872	959.0	2877	1.1756
0.5872	960.0	2880	1.1753
0.5872	961.0	2883	1.1772
0.5872	962.0	2886	1.1808
0.5872	963.0	2889	1.1819
0.5872	964.0	2892	1.1832
0.5872	965.0	2895	1.1844
0.5872	966.0	2898	1.1859
0.5872	967.0	2901	1.1876
0.5872	968.0	2904	1.1895
0.5872	969.0	2907	1.1935
0.5872	970.0	2910	1.1987
0.5872	971.0	2913	1.2017
0.5872	972.0	2916	1.2033
0.5872	973.0	2919	1.2042
0.5872	974.0	2922	1.2063
0.5872	975.0	2925	1.2079
0.5872	976.0	2928	1.2105
0.5872	977.0	2931	1.2110
0.5872	978.0	2934	1.2104
0.5872	979.0	2937	1.2099
0.5872	980.0	2940	1.2086
0.5872	981.0	2943	1.2066
0.5872	982.0	2946	1.2038
0.5872	983.0	2949	1.2014
0.5872	984.0	2952	1.1986
0.5872	985.0	2955	1.1960
0.5872	986.0	2958	1.1942
0.5872	987.0	2961	1.1928
0.5872	988.0	2964	1.1917
0.5872	989.0	2967	1.1913
0.5872	990.0	2970	1.1905
0.5872	991.0	2973	1.1903
0.5872	992.0	2976	1.1900
0.5872	993.0	2979	1.1894
0.5872	994.0	2982	1.1886
0.5872	995.0	2985	1.1880
0.5872	996.0	2988	1.1878
0.5872	997.0	2991	1.1878
0.5872	998.0	2994	1.1878
0.5872	999.0	2997	1.1878
0.5804	1000.0	3000	1.1878

Framework versions

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