BERiT_2000_custom_architecture_150_epochs_2_heb_am_vocalized

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 3.6490

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: 0.0005
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Use 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: 150

Training results

Training Loss	Epoch	Step	Validation Loss
6.8292	0.1936	500	6.6653
6.6081	0.3873	1000	6.4747
6.4639	0.5809	1500	6.3805
6.3724	0.7746	2000	6.2879
6.3267	0.9682	2500	6.2524
6.314	1.1619	3000	6.2107
6.2862	1.3555	3500	6.2337
6.2405	1.5492	4000	6.2512
6.2335	1.7428	4500	6.1942
6.2097	1.9365	5000	6.2115
6.2179	2.1301	5500	6.2054
6.201	2.3238	6000	6.1903
6.2105	2.5174	6500	6.1802
6.2065	2.7111	7000	6.2193
6.2057	2.9047	7500	6.2172
6.1816	3.0984	8000	6.1880
6.1766	3.2920	8500	6.2251
6.1566	3.4857	9000	6.2344
6.2125	3.6793	9500	6.2343
6.1936	3.8730	10000	6.1873
6.1538	4.0666	10500	6.2016
6.1762	4.2603	11000	6.2031
6.202	4.4539	11500	6.2060
6.1426	4.6476	12000	6.2382
6.1568	4.8412	12500	6.2447
6.1514	5.0349	13000	6.2607
6.185	5.2285	13500	6.2460
6.1544	5.4222	14000	6.1895
6.1269	5.6158	14500	6.2177
6.1391	5.8095	15000	6.1928
6.1389	6.0031	15500	6.2240
6.1263	6.1967	16000	6.2199
6.1636	6.3904	16500	6.1996
6.1293	6.5840	17000	6.1859
6.106	6.7777	17500	6.2058
6.1583	6.9713	18000	6.2068
6.1227	7.1650	18500	6.2075
6.1166	7.3586	19000	6.1952
6.1264	7.5523	19500	6.1783
6.1459	7.7459	20000	6.1819
6.1582	7.9396	20500	6.1375
6.1428	8.1332	21000	6.1926
6.0972	8.3269	21500	6.1695
6.0948	8.5205	22000	6.2274
6.1044	8.7142	22500	6.1639
6.0811	8.9078	23000	6.1646
6.1358	9.1015	23500	6.1854
6.0932	9.2951	24000	6.1404
6.0982	9.4888	24500	6.1456
6.0979	9.6824	25000	6.1634
6.1137	9.8761	25500	6.1626
6.1216	10.0697	26000	6.1513
6.0751	10.2634	26500	6.1691
6.0998	10.4570	27000	6.1323
6.0763	10.6507	27500	6.0996
6.0575	10.8443	28000	6.1790
6.0892	11.0380	28500	6.1181
6.1017	11.2316	29000	6.1925
6.0808	11.4253	29500	6.2045
6.0338	11.6189	30000	6.1933
6.0737	11.8125	30500	6.1264
6.1021	12.0062	31000	6.0902
6.0583	12.1998	31500	6.1725
6.0776	12.3935	32000	6.1291
6.0649	12.5871	32500	6.1939
6.0382	12.7808	33000	6.1385
6.0644	12.9744	33500	6.1369
6.0667	13.1681	34000	6.1513
6.0553	13.3617	34500	6.1462
6.0492	13.5554	35000	6.1388
6.0536	13.7490	35500	6.1052
6.0772	13.9427	36000	6.1079
6.0968	14.1363	36500	6.0717
6.059	14.3300	37000	6.1146
6.0597	14.5236	37500	6.1459
6.0655	14.7173	38000	6.0903
6.0571	14.9109	38500	6.0758
6.0299	15.1046	39000	6.1276
6.0502	15.2982	39500	6.1508
6.0169	15.4919	40000	6.0623
6.0277	15.6855	40500	6.0366
6.0745	15.8792	41000	6.1786
6.0639	16.0728	41500	6.1268
6.0131	16.2665	42000	6.0677
6.0467	16.4601	42500	6.0779
6.024	16.6538	43000	6.1133
6.0391	16.8474	43500	6.1201
6.038	17.0411	44000	6.1148
6.0244	17.2347	44500	6.1200
6.0234	17.4284	45000	6.0953
6.016	17.6220	45500	6.0500
5.9708	17.8156	46000	6.1189
6.0058	18.0093	46500	6.0646
6.0324	18.2029	47000	6.1335
6.0199	18.3966	47500	6.0839
5.9983	18.5902	48000	6.0985
6.0116	18.7839	48500	6.0716
6.0287	18.9775	49000	6.0477
5.9992	19.1712	49500	6.0525
6.0038	19.3648	50000	5.9906
5.9815	19.5585	50500	6.0704
5.9819	19.7521	51000	6.0696
5.9733	19.9458	51500	6.0512
5.9831	20.1394	52000	6.0353
5.9525	20.3331	52500	6.0279
6.0209	20.5267	53000	6.0384
6.0105	20.7204	53500	6.0467
5.9657	20.9140	54000	6.0295
5.9734	21.1077	54500	6.0251
5.9896	21.3013	55000	6.0677
5.9876	21.4950	55500	6.0247
5.9599	21.6886	56000	6.0182
5.9876	21.8823	56500	5.9948
5.9769	22.0759	57000	5.9918
5.985	22.2696	57500	5.9939
5.9549	22.4632	58000	6.0447
5.9571	22.6569	58500	6.0326
5.9648	22.8505	59000	6.0003
5.9414	23.0442	59500	5.9473
5.9561	23.2378	60000	5.9609
5.938	23.4314	60500	6.0111
5.9646	23.6251	61000	5.9694
5.91	23.8187	61500	5.9625
5.9178	24.0124	62000	5.9925
5.9175	24.2060	62500	5.9258
5.9237	24.3997	63000	5.9175
5.9211	24.5933	63500	5.8894
5.9044	24.7870	64000	5.9770
5.9209	24.9806	64500	5.9092
5.9206	25.1743	65000	5.9483
5.9155	25.3679	65500	5.9513
5.8903	25.5616	66000	5.9066
5.8957	25.7552	66500	5.9230
5.9178	25.9489	67000	5.8969
5.854	26.1425	67500	5.9792
5.8999	26.3362	68000	5.9164
5.8916	26.5298	68500	5.9135
5.8743	26.7235	69000	5.8661
5.8695	26.9171	69500	5.8496
5.8577	27.1108	70000	5.8879
5.8483	27.3044	70500	5.8503
5.8185	27.4981	71000	5.8294
5.8446	27.6917	71500	5.8073
5.8814	27.8854	72000	5.8238
5.8356	28.0790	72500	5.8217
5.8024	28.2727	73000	5.8453
5.8639	28.4663	73500	5.8210
5.8335	28.6600	74000	5.7947
5.8275	28.8536	74500	5.8086
5.824	29.0473	75000	5.7778
5.799	29.2409	75500	5.8068
5.8135	29.4345	76000	5.7777
5.8005	29.6282	76500	5.7950
5.7752	29.8218	77000	5.7633
5.7837	30.0155	77500	5.8382
5.7848	30.2091	78000	5.6831
5.7792	30.4028	78500	5.6924
5.7801	30.5964	79000	5.7232
5.7618	30.7901	79500	5.6490
5.8056	30.9837	80000	5.6914
5.7634	31.1774	80500	5.7227
5.785	31.3710	81000	5.7027
5.7636	31.5647	81500	5.6681
5.7335	31.7583	82000	5.6583
5.758	31.9520	82500	5.6327
5.7189	32.1456	83000	5.6554
5.6934	32.3393	83500	5.6172
5.7224	32.5329	84000	5.5835
5.6718	32.7266	84500	5.5725
5.7006	32.9202	85000	5.5804
5.7237	33.1139	85500	5.5397
5.6662	33.3075	86000	5.5788
5.6902	33.5012	86500	5.5304
5.6489	33.6948	87000	5.5039
5.6962	33.8885	87500	5.5039
5.6443	34.0821	88000	5.4401
5.6406	34.2758	88500	5.4268
5.627	34.4694	89000	5.4615
5.6488	34.6631	89500	5.4192
5.6195	34.8567	90000	5.3049
5.5708	35.0503	90500	5.4265
5.5911	35.2440	91000	5.2762
5.5866	35.4376	91500	5.3317
5.5857	35.6313	92000	5.2564
5.563	35.8249	92500	5.3021
5.5481	36.0186	93000	5.2022
5.5227	36.2122	93500	5.1294
5.4793	36.4059	94000	5.1087
5.4838	36.5995	94500	5.1437
5.4792	36.7932	95000	5.1284
5.4879	36.9868	95500	5.0501
5.4839	37.1805	96000	5.0108
5.4517	37.3741	96500	5.0410
5.4196	37.5678	97000	5.0196
5.4324	37.7614	97500	4.9257
5.4333	37.9551	98000	4.9084
5.4007	38.1487	98500	4.8744
5.3932	38.3424	99000	4.9698
5.3815	38.5360	99500	4.9262
5.3665	38.7297	100000	4.9391
5.3895	38.9233	100500	4.8432
5.3374	39.1170	101000	4.7807
5.3052	39.3106	101500	4.7828
5.3363	39.5043	102000	4.8032
5.2916	39.6979	102500	4.7303
5.3287	39.8916	103000	4.7817
5.2972	40.0852	103500	4.7316
5.2912	40.2789	104000	4.7483
5.2687	40.4725	104500	4.6831
5.2889	40.6662	105000	4.7307
5.2696	40.8598	105500	4.6318
5.2522	41.0534	106000	4.6295
5.2154	41.2471	106500	4.5981
5.2259	41.4407	107000	4.5960
5.2265	41.6344	107500	4.5883
5.2329	41.8280	108000	4.5900
5.2137	42.0217	108500	4.6289
5.2099	42.2153	109000	4.5895
5.2189	42.4090	109500	4.5477
5.2096	42.6026	110000	4.5973
5.2003	42.7963	110500	4.5600
5.1946	42.9899	111000	4.5769
5.1581	43.1836	111500	4.5390
5.1412	43.3772	112000	4.5388
5.1894	43.5709	112500	4.5477
5.169	43.7645	113000	4.5633
5.1428	43.9582	113500	4.5124
5.1314	44.1518	114000	4.5104
5.1484	44.3455	114500	4.5105
5.1354	44.5391	115000	4.4692
5.123	44.7328	115500	4.4487
5.1076	44.9264	116000	4.4673
5.1249	45.1201	116500	4.4148
5.1134	45.3137	117000	4.4427
5.1182	45.5074	117500	4.4064
5.1113	45.7010	118000	4.3928
5.0943	45.8947	118500	4.4398
5.1024	46.0883	119000	4.4041
5.0489	46.2820	119500	4.4397
5.0226	46.4756	120000	4.3907
5.1199	46.6692	120500	4.3906
5.0533	46.8629	121000	4.4336
5.0266	47.0565	121500	4.3855
5.0777	47.2502	122000	4.3777
5.0288	47.4438	122500	4.3883
5.0279	47.6375	123000	4.3357
5.064	47.8311	123500	4.3728
5.019	48.0248	124000	4.3189
5.0072	48.2184	124500	4.3528
5.0046	48.4121	125000	4.2882
5.0348	48.6057	125500	4.3147
5.0184	48.7994	126000	4.3294
5.0284	48.9930	126500	4.2760
5.0051	49.1867	127000	4.2928
5.0328	49.3803	127500	4.3105
5.0404	49.5740	128000	4.2637
5.0	49.7676	128500	4.3090
4.9966	49.9613	129000	4.2247
4.9961	50.1549	129500	4.2761
5.0104	50.3486	130000	4.2644
4.9573	50.5422	130500	4.2952
4.9814	50.7359	131000	4.2671
4.9644	50.9295	131500	4.2593
4.9565	51.1232	132000	4.2320
4.9438	51.3168	132500	4.2728
4.9541	51.5105	133000	4.3011
4.964	51.7041	133500	4.2579
4.9672	51.8978	134000	4.2718
4.9769	52.0914	134500	4.2479
4.9342	52.2851	135000	4.2368
4.9299	52.4787	135500	4.2070
4.9359	52.6723	136000	4.1851
4.9527	52.8660	136500	4.1856
4.9595	53.0596	137000	4.1904
4.8905	53.2533	137500	4.2284
4.8959	53.4469	138000	4.2043
4.9117	53.6406	138500	4.2046
4.9455	53.8342	139000	4.1601
4.924	54.0279	139500	4.1897
4.9095	54.2215	140000	4.1883
4.9301	54.4152	140500	4.2107
4.9245	54.6088	141000	4.1843
4.8943	54.8025	141500	4.1660
4.9389	54.9961	142000	4.1003
4.8923	55.1898	142500	4.1336
4.8744	55.3834	143000	4.1473
4.881	55.5771	143500	4.1421
4.9113	55.7707	144000	4.1281
4.9092	55.9644	144500	4.1598
4.9196	56.1580	145000	4.1527
4.8645	56.3517	145500	4.1509
4.8909	56.5453	146000	4.1260
4.9075	56.7390	146500	4.0816
4.8808	56.9326	147000	4.1153
4.8699	57.1263	147500	4.1395
4.9228	57.3199	148000	4.0929
4.8921	57.5136	148500	4.0634
4.8373	57.7072	149000	4.0886
4.8811	57.9009	149500	4.1376
4.8302	58.0945	150000	4.1601
4.8658	58.2881	150500	4.0687
4.8583	58.4818	151000	4.0568
4.8335	58.6754	151500	4.0947
4.8738	58.8691	152000	4.0730
4.8236	59.0627	152500	4.0980
4.8524	59.2564	153000	4.0692
4.8234	59.4500	153500	4.0992
4.8628	59.6437	154000	4.0811
4.8245	59.8373	154500	4.1100
4.8642	60.0310	155000	4.0195
4.8005	60.2246	155500	4.0788
4.8715	60.4183	156000	4.0182
4.7888	60.6119	156500	4.0454
4.8026	60.8056	157000	4.0185
4.8607	60.9992	157500	4.0626
4.8332	61.1929	158000	4.0101
4.8283	61.3865	158500	4.0159
4.8275	61.5802	159000	4.0750
4.8242	61.7738	159500	4.0017
4.7877	61.9675	160000	4.1124
4.832	62.1611	160500	4.0515
4.8158	62.3548	161000	4.0083
4.842	62.5484	161500	3.9895
4.8079	62.7421	162000	4.0212
4.8223	62.9357	162500	3.9834
4.785	63.1294	163000	4.0595
4.8286	63.3230	163500	3.9496
4.7848	63.5167	164000	4.0207
4.8145	63.7103	164500	3.9480
4.7748	63.9040	165000	3.9902
4.8046	64.0976	165500	3.9718
4.7521	64.2912	166000	4.0421
4.7875	64.4849	166500	3.9574
4.7952	64.6785	167000	3.9784
4.833	64.8722	167500	3.9668
4.8252	65.0658	168000	3.9914
4.7502	65.2595	168500	3.9608
4.77	65.4531	169000	3.9212
4.8152	65.6468	169500	3.9697
4.7886	65.8404	170000	4.0165
4.7859	66.0341	170500	3.9606
4.7845	66.2277	171000	3.9947
4.7338	66.4214	171500	3.9398
4.7833	66.6150	172000	3.9577
4.7549	66.8087	172500	3.9581
4.7849	67.0023	173000	3.9250
4.7385	67.1960	173500	3.9278
4.7453	67.3896	174000	3.9429
4.7567	67.5833	174500	3.9960
4.7871	67.7769	175000	3.9168
4.7572	67.9706	175500	3.8975
4.7468	68.1642	176000	3.9798
4.7336	68.3579	176500	3.9709
4.7613	68.5515	177000	3.9041
4.7582	68.7452	177500	3.9456
4.7528	68.9388	178000	3.9854
4.7766	69.1325	178500	3.9155
4.7667	69.3261	179000	3.9173
4.7464	69.5198	179500	3.9317
4.7393	69.7134	180000	3.9443
4.7764	69.9070	180500	3.8960
4.7131	70.1007	181000	3.9430
4.7639	70.2943	181500	3.9493
4.7078	70.4880	182000	3.8614
4.7255	70.6816	182500	3.9380
4.7739	70.8753	183000	3.9162
4.751	71.0689	183500	3.9651
4.7336	71.2626	184000	3.8497
4.7358	71.4562	184500	3.9524
4.7196	71.6499	185000	3.9017
4.7505	71.8435	185500	3.8546
4.7361	72.0372	186000	3.8973
4.7095	72.2308	186500	3.9193
4.7294	72.4245	187000	3.9343
4.7286	72.6181	187500	3.8865
4.7248	72.8118	188000	3.9182
4.7232	73.0054	188500	3.9105
4.7562	73.1991	189000	3.8870
4.7051	73.3927	189500	3.9733
4.6903	73.5864	190000	3.8708
4.726	73.7800	190500	3.8900
4.7158	73.9737	191000	3.8977
4.6848	74.1673	191500	3.9057
4.7354	74.3610	192000	3.8246
4.6949	74.5546	192500	3.8850
4.7441	74.7483	193000	3.8742
4.7149	74.9419	193500	3.8777
4.7138	75.1356	194000	3.9410
4.7283	75.3292	194500	3.8757
4.7062	75.5229	195000	3.8598
4.6882	75.7165	195500	3.8663
4.676	75.9101	196000	3.8612
4.7012	76.1038	196500	3.8605
4.7067	76.2974	197000	3.8449
4.6741	76.4911	197500	3.8367
4.7081	76.6847	198000	3.8917
4.6722	76.8784	198500	3.8330
4.7121	77.0720	199000	3.9040
4.7001	77.2657	199500	3.8497
4.6488	77.4593	200000	3.8355
4.6881	77.6530	200500	3.8505
4.6576	77.8466	201000	3.8649
4.6987	78.0403	201500	3.8702
4.699	78.2339	202000	3.8523
4.6646	78.4276	202500	3.8136
4.725	78.6212	203000	3.8068
4.6583	78.8149	203500	3.8316
4.6897	79.0085	204000	3.8243
4.6709	79.2022	204500	3.8413
4.6668	79.3958	205000	3.8540
4.6595	79.5895	205500	3.8325
4.7162	79.7831	206000	3.8456
4.6463	79.9768	206500	3.8372
4.6587	80.1704	207000	3.8282
4.6469	80.3641	207500	3.8994
4.6703	80.5577	208000	3.8414
4.6663	80.7514	208500	3.8616
4.6452	80.9450	209000	3.7995
4.6579	81.1387	209500	3.8125
4.6931	81.3323	210000	3.8220
4.6515	81.5259	210500	3.8243
4.6705	81.7196	211000	3.8334
4.6678	81.9132	211500	3.8118
4.6621	82.1069	212000	3.8572
4.6666	82.3005	212500	3.9069
4.6537	82.4942	213000	3.8049
4.6639	82.6878	213500	3.8360
4.6864	82.8815	214000	3.7987
4.649	83.0751	214500	3.8088
4.6414	83.2688	215000	3.8258
4.6554	83.4624	215500	3.7669
4.6534	83.6561	216000	3.8019
4.6297	83.8497	216500	3.7960
4.6351	84.0434	217000	3.7918
4.6586	84.2370	217500	3.7566
4.6369	84.4307	218000	3.8534
4.6499	84.6243	218500	3.8371
4.6741	84.8180	219000	3.8186
4.6346	85.0116	219500	3.8050
4.661	85.2053	220000	3.8452
4.6378	85.3989	220500	3.8106
4.5802	85.5926	221000	3.8536
4.6573	85.7862	221500	3.8201
4.6531	85.9799	222000	3.8553
4.6177	86.1735	222500	3.8140
4.6294	86.3672	223000	3.7528
4.6577	86.5608	223500	3.7969
4.6377	86.7545	224000	3.7863
4.6142	86.9481	224500	3.7430
4.6587	87.1418	225000	3.8328
4.6301	87.3354	225500	3.7709
4.6446	87.5290	226000	3.7589
4.6138	87.7227	226500	3.8317
4.6317	87.9163	227000	3.8261
4.6504	88.1100	227500	3.8125
4.6191	88.3036	228000	3.8123
4.6499	88.4973	228500	3.7895
4.6377	88.6909	229000	3.7598
4.5823	88.8846	229500	3.7732
4.6007	89.0782	230000	3.7635
4.5884	89.2719	230500	3.7985
4.6334	89.4655	231000	3.8107
4.5976	89.6592	231500	3.7952
4.6039	89.8528	232000	3.7160
4.633	90.0465	232500	3.7798
4.6219	90.2401	233000	3.7862
4.5949	90.4338	233500	3.7855
4.6236	90.6274	234000	3.7827
4.6188	90.8211	234500	3.7882
4.6282	91.0147	235000	3.7647
4.6289	91.2084	235500	3.7740
4.6559	91.4020	236000	3.7900
4.5826	91.5957	236500	3.7688
4.616	91.7893	237000	3.7678
4.6308	91.9830	237500	3.7804
4.5802	92.1766	238000	3.8273
4.5688	92.3703	238500	3.7194
4.596	92.5639	239000	3.7914
4.664	92.7576	239500	3.7324
4.6125	92.9512	240000	3.7870
4.6129	93.1448	240500	3.7922
4.6308	93.3385	241000	3.7172
4.6091	93.5321	241500	3.7225
4.5945	93.7258	242000	3.7369
4.6058	93.9194	242500	3.7861
4.5489	94.1131	243000	3.7666
4.544	94.3067	243500	3.7964
4.6205	94.5004	244000	3.7842
4.5884	94.6940	244500	3.8102
4.5919	94.8877	245000	3.7659
4.5958	95.0813	245500	3.7296
4.6027	95.2750	246000	3.7448
4.6031	95.4686	246500	3.7389
4.6148	95.6623	247000	3.6923
4.5812	95.8559	247500	3.7429
4.6202	96.0496	248000	3.7531
4.5903	96.2432	248500	3.7326
4.591	96.4369	249000	3.7347
4.5847	96.6305	249500	3.7999
4.6262	96.8242	250000	3.7363
4.5983	97.0178	250500	3.7809
4.539	97.2115	251000	3.7407
4.6164	97.4051	251500	3.7369
4.5595	97.5988	252000	3.6946
4.6193	97.7924	252500	3.7787
4.5731	97.9861	253000	3.7257
4.5523	98.1797	253500	3.7258
4.5504	98.3734	254000	3.7532
4.5967	98.5670	254500	3.7516
4.5568	98.7607	255000	3.7304
4.5801	98.9543	255500	3.7364
4.5803	99.1479	256000	3.7572
4.5515	99.3416	256500	3.7176
4.5977	99.5352	257000	3.7380
4.5637	99.7289	257500	3.7538
4.561	99.9225	258000	3.7304
4.5661	100.1162	258500	3.7380
4.5814	100.3098	259000	3.7056
4.5592	100.5035	259500	3.6908
4.56	100.6971	260000	3.7220
4.5749	100.8908	260500	3.7628
4.5831	101.0844	261000	3.7377
4.5268	101.2781	261500	3.7249
4.6085	101.4717	262000	3.7908
4.577	101.6654	262500	3.7288
4.5897	101.8590	263000	3.7190
4.5671	102.0527	263500	3.7330
4.5656	102.2463	264000	3.7167
4.5679	102.4400	264500	3.7392
4.5352	102.6336	265000	3.7013
4.5959	102.8273	265500	3.6983
4.618	103.0209	266000	3.7244
4.5011	103.2146	266500	3.7342
4.5965	103.4082	267000	3.6866
4.541	103.6019	267500	3.6922
4.5516	103.7955	268000	3.7084
4.5559	103.9892	268500	3.6680
4.5007	104.1828	269000	3.6800
4.5871	104.3765	269500	3.7037
4.5187	104.5701	270000	3.7447
4.5274	104.7637	270500	3.7530
4.6156	104.9574	271000	3.7121
4.5471	105.1510	271500	3.6840
4.5361	105.3447	272000	3.6854
4.5572	105.5383	272500	3.6806
4.5396	105.7320	273000	3.7692
4.5822	105.9256	273500	3.7231
4.5498	106.1193	274000	3.7022
4.548	106.3129	274500	3.7241
4.5746	106.5066	275000	3.7106
4.5449	106.7002	275500	3.6764
4.5531	106.8939	276000	3.7384
4.5603	107.0875	276500	3.7046
4.5211	107.2812	277000	3.7242
4.5286	107.4748	277500	3.6576
4.5478	107.6685	278000	3.7496
4.5739	107.8621	278500	3.7430
4.5063	108.0558	279000	3.7133
4.5211	108.2494	279500	3.6906
4.54	108.4431	280000	3.6701
4.5778	108.6367	280500	3.7431
4.5244	108.8304	281000	3.6858
4.5156	109.0240	281500	3.7200
4.5313	109.2177	282000	3.6986
4.542	109.4113	282500	3.6794
4.5367	109.6050	283000	3.6701
4.5329	109.7986	283500	3.7172
4.5036	109.9923	284000	3.6961
4.5117	110.1859	284500	3.6419
4.5144	110.3796	285000	3.6579
4.5342	110.5732	285500	3.7301
4.5211	110.7668	286000	3.6857
4.5413	110.9605	286500	3.6918
4.5415	111.1541	287000	3.6801
4.51	111.3478	287500	3.6741
4.5429	111.5414	288000	3.6782
4.5442	111.7351	288500	3.6892
4.5165	111.9287	289000	3.6598
4.5014	112.1224	289500	3.7337
4.4981	112.3160	290000	3.6983
4.5243	112.5097	290500	3.6609
4.5369	112.7033	291000	3.6898
4.524	112.8970	291500	3.7025
4.5282	113.0906	292000	3.6845
4.5253	113.2843	292500	3.6544
4.5303	113.4779	293000	3.6866
4.5204	113.6716	293500	3.6719
4.5137	113.8652	294000	3.6420
4.5103	114.0589	294500	3.6299
4.5344	114.2525	295000	3.6793
4.4998	114.4462	295500	3.7115
4.5126	114.6398	296000	3.6806
4.4933	114.8335	296500	3.6392
4.506	115.0271	297000	3.6033
4.5182	115.2208	297500	3.6528
4.4912	115.4144	298000	3.6632
4.5346	115.6081	298500	3.6911
4.5431	115.8017	299000	3.6657
4.5468	115.9954	299500	3.6870
4.4543	116.1890	300000	3.6812
4.4892	116.3826	300500	3.6619
4.4987	116.5763	301000	3.6451
4.5404	116.7699	301500	3.6796
4.5301	116.9636	302000	3.6434
4.4981	117.1572	302500	3.6867
4.4746	117.3509	303000	3.6593
4.5167	117.5445	303500	3.7036
4.4976	117.7382	304000	3.6595
4.5221	117.9318	304500	3.7371
4.5494	118.1255	305000	3.6908
4.5158	118.3191	305500	3.6809
4.499	118.5128	306000	3.6736
4.4808	118.7064	306500	3.7138
4.5171	118.9001	307000	3.6348
4.516	119.0937	307500	3.6692
4.4944	119.2874	308000	3.6473
4.5338	119.4810	308500	3.6489
4.4601	119.6747	309000	3.6188
4.4808	119.8683	309500	3.6355
4.4806	120.0620	310000	3.6587
4.4842	120.2556	310500	3.6396
4.5136	120.4493	311000	3.6757
4.522	120.6429	311500	3.6864
4.4852	120.8366	312000	3.6019
4.5112	121.0302	312500	3.7107
4.4743	121.2239	313000	3.6578
4.5084	121.4175	313500	3.6126
4.5103	121.6112	314000	3.7097
4.4729	121.8048	314500	3.6640
4.4865	121.9985	315000	3.6766
4.495	122.1921	315500	3.6611
4.5203	122.3857	316000	3.6146
4.4671	122.5794	316500	3.6730
4.496	122.7730	317000	3.6845
4.5151	122.9667	317500	3.6581
4.5078	123.1603	318000	3.6863
4.5032	123.3540	318500	3.6235
4.5037	123.5476	319000	3.6368
4.4952	123.7413	319500	3.6806
4.4284	123.9349	320000	3.6088
4.5178	124.1286	320500	3.6788
4.4868	124.3222	321000	3.7301
4.4802	124.5159	321500	3.6470
4.5059	124.7095	322000	3.6565
4.5436	124.9032	322500	3.6283
4.477	125.0968	323000	3.6366
4.4911	125.2905	323500	3.6788
4.4639	125.4841	324000	3.6453
4.4943	125.6778	324500	3.6304
4.4467	125.8714	325000	3.6861
4.5158	126.0651	325500	3.6044
4.4889	126.2587	326000	3.6097
4.4662	126.4524	326500	3.6589
4.4902	126.6460	327000	3.6667
4.5259	126.8397	327500	3.6207
4.5227	127.0333	328000	3.6796
4.5387	127.2270	328500	3.6576
4.4337	127.4206	329000	3.6374
4.4871	127.6143	329500	3.6183
4.4436	127.8079	330000	3.6419
4.466	128.0015	330500	3.6817
4.5177	128.1952	331000	3.6503
4.515	128.3888	331500	3.6152
4.4625	128.5825	332000	3.6743
4.5254	128.7761	332500	3.6511
4.4522	128.9698	333000	3.6524
4.4406	129.1634	333500	3.6470
4.467	129.3571	334000	3.6100
4.456	129.5507	334500	3.6418
4.4371	129.7444	335000	3.6337
4.4772	129.9380	335500	3.6196
4.485	130.1317	336000	3.6077
4.4904	130.3253	336500	3.6653
4.4878	130.5190	337000	3.5970
4.4769	130.7126	337500	3.6289
4.428	130.9063	338000	3.6799
4.4622	131.0999	338500	3.6463
4.4446	131.2936	339000	3.6383
4.4723	131.4872	339500	3.6245
4.4858	131.6809	340000	3.6645
4.4585	131.8745	340500	3.6164
4.4679	132.0682	341000	3.6587
4.4774	132.2618	341500	3.6614
4.4663	132.4555	342000	3.6414
4.4723	132.6491	342500	3.5997
4.4829	132.8428	343000	3.6350
4.4239	133.0364	343500	3.6355
4.458	133.2301	344000	3.6044
4.4815	133.4237	344500	3.6359
4.4941	133.6174	345000	3.6511
4.4624	133.8110	345500	3.6280
4.4922	134.0046	346000	3.6182
4.4197	134.1983	346500	3.6440
4.4063	134.3919	347000	3.5909
4.4581	134.5856	347500	3.6017
4.4858	134.7792	348000	3.6888
4.4734	134.9729	348500	3.6265
4.4551	135.1665	349000	3.6756
4.463	135.3602	349500	3.6207
4.451	135.5538	350000	3.6168
4.4237	135.7475	350500	3.5949
4.5363	135.9411	351000	3.5992
4.4469	136.1348	351500	3.6196
4.4419	136.3284	352000	3.6028
4.4436	136.5221	352500	3.5895
4.4831	136.7157	353000	3.5875
4.4807	136.9094	353500	3.6075
4.4925	137.1030	354000	3.6787
4.425	137.2967	354500	3.6184
4.4912	137.4903	355000	3.6283
4.4129	137.6840	355500	3.6303
4.4713	137.8776	356000	3.6243
4.4519	138.0713	356500	3.6761
4.4445	138.2649	357000	3.6118
4.4625	138.4586	357500	3.5876
4.4335	138.6522	358000	3.6654
4.44	138.8459	358500	3.6132
4.459	139.0395	359000	3.6271
4.4649	139.2332	359500	3.6139
4.4442	139.4268	360000	3.6708
4.4559	139.6204	360500	3.6543
4.4634	139.8141	361000	3.6305
4.4627	140.0077	361500	3.6459
4.4311	140.2014	362000	3.6116
4.4782	140.3950	362500	3.6371
4.4322	140.5887	363000	3.6725
4.4589	140.7823	363500	3.6144
4.4408	140.9760	364000	3.6776
4.4476	141.1696	364500	3.6225
4.4611	141.3633	365000	3.6122
4.4862	141.5569	365500	3.5576
4.4195	141.7506	366000	3.6787
4.4268	141.9442	366500	3.6185
4.461	142.1379	367000	3.5568
4.4477	142.3315	367500	3.6153
4.4425	142.5252	368000	3.6649
4.4511	142.7188	368500	3.6379
4.4047	142.9125	369000	3.6177
4.4156	143.1061	369500	3.5783
4.4484	143.2998	370000	3.6435
4.44	143.4934	370500	3.6386
4.436	143.6871	371000	3.6438
4.4867	143.8807	371500	3.6714
4.4251	144.0744	372000	3.5955
4.4698	144.2680	372500	3.5736
4.4363	144.4617	373000	3.6886
4.4354	144.6553	373500	3.6063
4.3851	144.8490	374000	3.6600
4.4397	145.0426	374500	3.6089
4.4084	145.2363	375000	3.5522
4.4454	145.4299	375500	3.6098
4.4226	145.6235	376000	3.5841
4.4413	145.8172	376500	3.6255
4.4223	146.0108	377000	3.5746
4.4433	146.2045	377500	3.6371
4.391	146.3981	378000	3.6469
4.4443	146.5918	378500	3.6030
4.4636	146.7854	379000	3.6249
4.4505	146.9791	379500	3.6323
4.4688	147.1727	380000	3.6407
4.4417	147.3664	380500	3.5906
4.442	147.5600	381000	3.5921
4.4419	147.7537	381500	3.6379
4.4009	147.9473	382000	3.6362
4.4655	148.1410	382500	3.5332
4.4454	148.3346	383000	3.6197
4.4046	148.5283	383500	3.6369
4.4717	148.7219	384000	3.6059
4.3967	148.9156	384500	3.6484
4.4381	149.1092	385000	3.6019
4.4152	149.3029	385500	3.5978
4.4381	149.4965	386000	3.6166
4.4352	149.6902	386500	3.5988
4.4	149.8838	387000	3.6490

Framework versions

• Transformers 4.47.1
• Pytorch 2.5.1+cu118
• Datasets 3.2.0
• Tokenizers 0.21.0