BERiT_2000_custom_architecture_150_epochs_2_heb_aram_unvocalized

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

• Loss: 5.7020

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
6.9129	0.1914	500	6.7623
6.6867	0.3828	1000	6.6025
6.559	0.5743	1500	6.4817
6.4561	0.7657	2000	6.3670
6.4002	0.9571	2500	6.3705
6.4053	1.1485	3000	6.2886
6.3532	1.3400	3500	6.3263
6.2956	1.5314	4000	6.3117
6.3196	1.7228	4500	6.3191
6.3468	1.9142	5000	6.2801
6.247	2.1057	5500	6.2701
6.2751	2.2971	6000	6.3015
6.2433	2.4885	6500	6.2503
6.2751	2.6799	7000	6.1891
6.2082	2.8714	7500	6.2159
6.2773	3.0628	8000	6.1769
6.2878	3.2542	8500	6.2313
6.2453	3.4456	9000	6.2350
6.25	3.6371	9500	6.2541
6.2376	3.8285	10000	6.2518
6.2604	4.0199	10500	6.3240
6.2476	4.2113	11000	6.3244
6.2009	4.4028	11500	6.2439
6.2677	4.5942	12000	6.2444
6.2579	4.7856	12500	6.2121
6.2604	4.9770	13000	6.1793
6.1874	5.1685	13500	6.2503
6.2157	5.3599	14000	6.1762
6.2167	5.5513	14500	6.2923
6.2373	5.7427	15000	6.2243
6.1871	5.9342	15500	6.1604
6.2082	6.1256	16000	6.2945
6.2055	6.3170	16500	6.1978
6.2041	6.5084	17000	6.1868
6.2078	6.6998	17500	6.2447
6.1901	6.8913	18000	6.2587
6.2096	7.0827	18500	6.2132
6.1962	7.2741	19000	6.2076
6.2102	7.4655	19500	6.1697
6.1974	7.6570	20000	6.1877
6.1473	7.8484	20500	6.2511
6.1714	8.0398	21000	6.2442
6.1271	8.2312	21500	6.2531
6.1573	8.4227	22000	6.1686
6.1711	8.6141	22500	6.2579
6.2304	8.8055	23000	6.1955
6.1275	8.9969	23500	6.1516
6.1669	9.1884	24000	6.1811
6.1294	9.3798	24500	6.2109
6.1405	9.5712	25000	6.1886
6.1624	9.7626	25500	6.2026
6.1256	9.9541	26000	6.1202
6.1164	10.1455	26500	6.1264
6.1468	10.3369	27000	6.1388
6.1086	10.5283	27500	6.1787
6.1411	10.7198	28000	6.1753
6.1164	10.9112	28500	6.0995
6.0802	11.1026	29000	6.1308
6.1073	11.2940	29500	6.1762
6.1032	11.4855	30000	6.1644
6.1186	11.6769	30500	6.1513
6.0873	11.8683	31000	6.0945
6.1393	12.0597	31500	6.1433
6.1035	12.2511	32000	6.1327
6.1026	12.4426	32500	6.1702
6.1322	12.6340	33000	6.2254
6.1282	12.8254	33500	6.1469
6.1163	13.0168	34000	6.1357
6.084	13.2083	34500	6.0955
6.1311	13.3997	35000	6.1286
6.1119	13.5911	35500	6.1401
6.1088	13.7825	36000	6.1265
6.1008	13.9740	36500	6.1710
6.0705	14.1654	37000	6.1490
6.0817	14.3568	37500	6.1386
6.09	14.5482	38000	6.1116
6.0978	14.7397	38500	6.1006
6.1036	14.9311	39000	6.1741
6.0879	15.1225	39500	6.1310
6.0927	15.3139	40000	6.1416
6.0524	15.5054	40500	6.1101
6.0952	15.6968	41000	6.1095
6.1019	15.8882	41500	6.0927
6.0663	16.0796	42000	6.1467
6.0732	16.2711	42500	6.1317
6.0621	16.4625	43000	6.1106
6.0814	16.6539	43500	6.0586
6.1138	16.8453	44000	6.0870
6.0481	17.0368	44500	6.1120
6.0626	17.2282	45000	6.1237
6.0639	17.4196	45500	6.0621
6.0605	17.6110	46000	6.0816
6.0523	17.8025	46500	6.0753
6.098	17.9939	47000	6.1019
6.047	18.1853	47500	6.0835
6.0234	18.3767	48000	6.0252
6.0867	18.5681	48500	6.0613
5.9693	18.7596	49000	6.0842
6.039	18.9510	49500	6.1367
6.0357	19.1424	50000	6.0255
6.0257	19.3338	50500	6.0904
6.0516	19.5253	51000	6.0727
6.0453	19.7167	51500	5.9947
6.0128	19.9081	52000	6.0294
6.0352	20.0995	52500	6.0902
6.0248	20.2910	53000	6.0500
6.0419	20.4824	53500	6.0413
6.032	20.6738	54000	6.1052
5.9969	20.8652	54500	6.0179
6.0229	21.0567	55000	6.0171
6.026	21.2481	55500	6.0029
6.0176	21.4395	56000	6.0421
6.0015	21.6309	56500	6.0848
6.0154	21.8224	57000	6.0888
5.9801	22.0138	57500	5.9835
6.0005	22.2052	58000	6.0618
5.9646	22.3966	58500	6.0468
5.9886	22.5881	59000	6.0187
6.0191	22.7795	59500	5.9496
6.018	22.9709	60000	6.0831
5.9961	23.1623	60500	6.0070
6.0123	23.3538	61000	6.0139
5.9889	23.5452	61500	6.0337
5.9607	23.7366	62000	6.0540
6.0239	23.9280	62500	6.0213
5.9715	24.1194	63000	5.9891
6.0002	24.3109	63500	6.0186
6.0042	24.5023	64000	6.0147
5.9798	24.6937	64500	6.0541
5.9899	24.8851	65000	5.9810
5.9913	25.0766	65500	5.9875
5.9888	25.2680	66000	6.0179
6.0181	25.4594	66500	5.9477
5.9941	25.6508	67000	5.9568
5.9747	25.8423	67500	6.0254
6.0085	26.0337	68000	5.9688
6.0222	26.2251	68500	5.9883
5.968	26.4165	69000	6.0086
6.0023	26.6080	69500	6.0381
5.9983	26.7994	70000	6.0733
5.9467	26.9908	70500	5.9798
5.9668	27.1822	71000	6.0162
5.9629	27.3737	71500	5.9824
5.9446	27.5651	72000	5.9137
5.956	27.7565	72500	6.0137
5.9765	27.9479	73000	5.9584
5.9603	28.1394	73500	6.0153
5.9756	28.3308	74000	5.9545
5.9533	28.5222	74500	6.0306
5.9618	28.7136	75000	5.9196
5.985	28.9051	75500	5.9912
5.9636	29.0965	76000	6.0233
5.9839	29.2879	76500	5.9167
5.9979	29.4793	77000	6.0081
6.0055	29.6708	77500	5.9731
5.9589	29.8622	78000	5.9772
5.9352	30.0536	78500	5.9698
5.9992	30.2450	79000	5.9615
5.966	30.4364	79500	6.0211
5.9154	30.6279	80000	5.9958
5.9405	30.8193	80500	5.9328
5.9238	31.0107	81000	5.9995
5.9665	31.2021	81500	5.9308
5.9255	31.3936	82000	5.9635
5.9634	31.5850	82500	5.9303
5.9421	31.7764	83000	6.0011
5.9801	31.9678	83500	5.9437
5.9608	32.1593	84000	6.0111
5.9528	32.3507	84500	5.9722
5.9313	32.5421	85000	5.9949
5.9257	32.7335	85500	6.0312
5.9206	32.9250	86000	6.0149
5.9108	33.1164	86500	5.9585
5.9446	33.3078	87000	5.9681
5.923	33.4992	87500	5.9396
5.935	33.6907	88000	6.0147
5.9395	33.8821	88500	5.9949
5.9449	34.0735	89000	5.9473
5.9407	34.2649	89500	5.8791
5.9575	34.4564	90000	5.9923
5.92	34.6478	90500	5.9147
5.9061	34.8392	91000	6.0032
5.9418	35.0306	91500	5.9470
5.9211	35.2221	92000	6.0319
5.9419	35.4135	92500	5.9567
5.9124	35.6049	93000	5.9756
5.9411	35.7963	93500	5.9808
5.9332	35.9877	94000	5.8921
5.9221	36.1792	94500	5.9374
5.9365	36.3706	95000	5.8785
5.9526	36.5620	95500	5.9702
5.9	36.7534	96000	5.9869
5.908	36.9449	96500	5.9662
5.9481	37.1363	97000	5.8850
5.908	37.3277	97500	5.9647
5.8899	37.5191	98000	5.9079
5.9353	37.7106	98500	5.8988
5.8997	37.9020	99000	5.9440
5.9234	38.0934	99500	5.9188
5.9197	38.2848	100000	5.9417
5.8923	38.4763	100500	5.8747
5.9364	38.6677	101000	5.8980
5.8969	38.8591	101500	5.9165
5.9024	39.0505	102000	5.9842
5.9194	39.2420	102500	5.9831
5.9029	39.4334	103000	5.9707
5.907	39.6248	103500	5.9054
5.883	39.8162	104000	5.9945
5.883	40.0077	104500	5.9212
5.9324	40.1991	105000	5.9319
5.9146	40.3905	105500	5.8591
5.9246	40.5819	106000	5.9684
5.9195	40.7734	106500	5.9840
5.9044	40.9648	107000	5.9239
5.9221	41.1562	107500	5.9722
5.854	41.3476	108000	5.9447
5.9047	41.5391	108500	5.9919
5.9004	41.7305	109000	5.9659
5.8646	41.9219	109500	5.9614
5.8886	42.1133	110000	5.8372
5.9187	42.3047	110500	5.9034
5.8973	42.4962	111000	6.0033
5.9239	42.6876	111500	5.8946
5.9001	42.8790	112000	5.9770
5.8694	43.0704	112500	5.9520
5.8785	43.2619	113000	5.9314
5.898	43.4533	113500	5.8183
5.9022	43.6447	114000	5.9198
5.8957	43.8361	114500	5.8956
5.918	44.0276	115000	5.9760
5.8724	44.2190	115500	5.9281
5.9058	44.4104	116000	5.9400
5.9127	44.6018	116500	5.9392
5.8805	44.7933	117000	5.8897
5.8543	44.9847	117500	5.9348
5.8593	45.1761	118000	5.9695
5.8869	45.3675	118500	5.8711
5.8799	45.5590	119000	5.9565
5.8936	45.7504	119500	5.9151
5.8759	45.9418	120000	5.8932
5.85	46.1332	120500	5.9410
5.8331	46.3247	121000	5.9507
5.8844	46.5161	121500	5.9057
5.8553	46.7075	122000	5.9080
5.8573	46.8989	122500	5.8792
5.8602	47.0904	123000	5.9445
5.8491	47.2818	123500	5.8634
5.8513	47.4732	124000	5.9248
5.8739	47.6646	124500	5.9856
5.831	47.8560	125000	5.9260
5.879	48.0475	125500	5.8973
5.9078	48.2389	126000	5.8949
5.8275	48.4303	126500	5.8687
5.894	48.6217	127000	5.9424
5.8578	48.8132	127500	5.8859
5.8764	49.0046	128000	5.9396
5.8758	49.1960	128500	5.8783
5.8892	49.3874	129000	5.8983
5.8595	49.5789	129500	5.9503
5.8806	49.7703	130000	5.9060
5.877	49.9617	130500	5.9100
5.8659	50.1531	131000	5.8909
5.8853	50.3446	131500	5.8420
5.906	50.5360	132000	5.8889
5.9059	50.7274	132500	5.8633
5.8626	50.9188	133000	5.9088
5.8389	51.1103	133500	5.9517
5.8464	51.3017	134000	5.8634
5.8594	51.4931	134500	5.8874
5.8417	51.6845	135000	5.9136
5.8755	51.8760	135500	5.8971
5.8578	52.0674	136000	5.9457
5.8445	52.2588	136500	5.8670
5.8542	52.4502	137000	5.9072
5.7978	52.6417	137500	5.9091
5.8211	52.8331	138000	5.8812
5.8513	53.0245	138500	5.8791
5.8475	53.2159	139000	5.9348
5.857	53.4074	139500	5.8931
5.8514	53.5988	140000	5.9281
5.8479	53.7902	140500	5.8864
5.8999	53.9816	141000	5.8891
5.8652	54.1730	141500	5.9009
5.8099	54.3645	142000	5.8923
5.8391	54.5559	142500	5.8939
5.8577	54.7473	143000	5.9092
5.832	54.9387	143500	5.8866
5.8175	55.1302	144000	5.8751
5.8725	55.3216	144500	5.8533
5.8548	55.5130	145000	5.9342
5.8585	55.7044	145500	5.8618
5.8101	55.8959	146000	5.9306
5.8766	56.0873	146500	5.9342
5.8483	56.2787	147000	5.8692
5.8539	56.4701	147500	5.8836
5.8211	56.6616	148000	5.8453
5.8431	56.8530	148500	5.8777
5.8051	57.0444	149000	5.8182
5.902	57.2358	149500	5.8841
5.8722	57.4273	150000	5.8964
5.8722	57.6187	150500	5.8367
5.8416	57.8101	151000	5.8504
5.8093	58.0015	151500	5.9442
5.8443	58.1930	152000	5.8503
5.8374	58.3844	152500	5.9477
5.8422	58.5758	153000	5.8830
5.8488	58.7672	153500	5.8442
5.8481	58.9587	154000	5.9207
5.8474	59.1501	154500	5.9029
5.8276	59.3415	155000	5.9105
5.8334	59.5329	155500	5.8670
5.8261	59.7243	156000	5.8690
5.7976	59.9158	156500	5.8650
5.8234	60.1072	157000	5.8998
5.858	60.2986	157500	5.8468
5.8321	60.4900	158000	5.8738
5.8369	60.6815	158500	5.8860
5.8122	60.8729	159000	5.9146
5.8198	61.0643	159500	5.9093
5.8318	61.2557	160000	5.8923
5.8584	61.4472	160500	5.8243
5.8329	61.6386	161000	5.8586
5.8387	61.8300	161500	5.8856
5.7961	62.0214	162000	5.8836
5.8098	62.2129	162500	5.9050
5.8298	62.4043	163000	5.8812
5.8185	62.5957	163500	5.8598
5.865	62.7871	164000	5.8166
5.8362	62.9786	164500	5.8715
5.8214	63.1700	165000	5.8833
5.8469	63.3614	165500	5.8375
5.8227	63.5528	166000	5.8848
5.8409	63.7443	166500	5.8458
5.8347	63.9357	167000	5.8327
5.8112	64.1271	167500	5.8721
5.7912	64.3185	168000	5.9254
5.814	64.5100	168500	5.9129
5.8254	64.7014	169000	5.8233
5.8368	64.8928	169500	5.8325
5.8302	65.0842	170000	5.9031
5.8265	65.2757	170500	5.8603
5.822	65.4671	171000	5.7566
5.8347	65.6585	171500	5.8227
5.8323	65.8499	172000	5.8891
5.827	66.0413	172500	5.9270
5.8228	66.2328	173000	5.8607
5.8208	66.4242	173500	5.8262
5.7625	66.6156	174000	5.9195
5.805	66.8070	174500	5.8824
5.8117	66.9985	175000	5.8198
5.7703	67.1899	175500	5.8465
5.7879	67.3813	176000	5.7708
5.8099	67.5727	176500	5.8659
5.8334	67.7642	177000	5.9134
5.8235	67.9556	177500	5.8051
5.8014	68.1470	178000	5.8482
5.8139	68.3384	178500	5.8624
5.7902	68.5299	179000	5.8600
5.8451	68.7213	179500	5.8645
5.7905	68.9127	180000	5.8395
5.8567	69.1041	180500	5.8525
5.7846	69.2956	181000	5.8824
5.7984	69.4870	181500	5.8429
5.8055	69.6784	182000	5.8512
5.8156	69.8698	182500	5.8526
5.7896	70.0613	183000	5.8349
5.7859	70.2527	183500	5.8527
5.8373	70.4441	184000	5.8605
5.7751	70.6355	184500	5.8548
5.8151	70.8270	185000	5.8508
5.785	71.0184	185500	5.8108
5.7698	71.2098	186000	5.8150
5.7859	71.4012	186500	5.8589
5.7901	71.5926	187000	5.8141
5.7828	71.7841	187500	5.8404
5.7789	71.9755	188000	5.8881
5.78	72.1669	188500	5.7836
5.8109	72.3583	189000	5.8862
5.8101	72.5498	189500	5.8735
5.8302	72.7412	190000	5.8539
5.8013	72.9326	190500	5.8299
5.7936	73.1240	191000	5.8356
5.777	73.3155	191500	5.8921
5.806	73.5069	192000	5.8392
5.7653	73.6983	192500	5.8339
5.7608	73.8897	193000	5.8314
5.8054	74.0812	193500	5.8330
5.7814	74.2726	194000	5.8077
5.7562	74.4640	194500	5.8463
5.8134	74.6554	195000	5.8393
5.781	74.8469	195500	5.8568
5.8049	75.0383	196000	5.8569
5.7533	75.2297	196500	5.8345
5.7828	75.4211	197000	5.7968
5.7897	75.6126	197500	5.7778
5.8293	75.8040	198000	5.8450
5.7823	75.9954	198500	5.8475
5.7903	76.1868	199000	5.7947
5.7938	76.3783	199500	5.8473
5.783	76.5697	200000	5.8172
5.7947	76.7611	200500	5.8304
5.7394	76.9525	201000	5.8567
5.7678	77.1440	201500	5.9019
5.7711	77.3354	202000	5.7885
5.7625	77.5268	202500	5.8024
5.7865	77.7182	203000	5.8777
5.8356	77.9096	203500	5.7594
5.809	78.1011	204000	5.7971
5.7573	78.2925	204500	5.8007
5.7487	78.4839	205000	5.8719
5.7626	78.6753	205500	5.8309
5.7909	78.8668	206000	5.8099
5.7772	79.0582	206500	5.8229
5.7711	79.2496	207000	5.7872
5.8104	79.4410	207500	5.7794
5.7939	79.6325	208000	5.7982
5.758	79.8239	208500	5.8723
5.7439	80.0153	209000	5.8511
5.7688	80.2067	209500	5.8257
5.7474	80.3982	210000	5.8062
5.7859	80.5896	210500	5.8332
5.8033	80.7810	211000	5.7996
5.753	80.9724	211500	5.8070
5.777	81.1639	212000	5.8474
5.7669	81.3553	212500	5.8966
5.7899	81.5467	213000	5.8363
5.7706	81.7381	213500	5.8523
5.7678	81.9296	214000	5.8138
5.7579	82.1210	214500	5.8355
5.7703	82.3124	215000	5.7791
5.7865	82.5038	215500	5.8757
5.7621	82.6953	216000	5.8666
5.7978	82.8867	216500	5.7541
5.7662	83.0781	217000	5.8345
5.7543	83.2695	217500	5.8661
5.8121	83.4609	218000	5.8527
5.7785	83.6524	218500	5.8246
5.7515	83.8438	219000	5.8559
5.7333	84.0352	219500	5.8495
5.7838	84.2266	220000	5.8142
5.7728	84.4181	220500	5.7884
5.7473	84.6095	221000	5.7673
5.7423	84.8009	221500	5.7893
5.7364	84.9923	222000	5.8241
5.7973	85.1838	222500	5.7670
5.7703	85.3752	223000	5.7994
5.7686	85.5666	223500	5.8214
5.7625	85.7580	224000	5.7421
5.759	85.9495	224500	5.8232
5.7852	86.1409	225000	5.7711
5.7202	86.3323	225500	5.7780
5.7132	86.5237	226000	5.8643
5.7536	86.7152	226500	5.8479
5.761	86.9066	227000	5.7923
5.7372	87.0980	227500	5.7842
5.7519	87.2894	228000	5.8424
5.7585	87.4809	228500	5.7636
5.7348	87.6723	229000	5.8230
5.7833	87.8637	229500	5.8136
5.7546	88.0551	230000	5.8488
5.7345	88.2466	230500	5.8059
5.7478	88.4380	231000	5.7796
5.7601	88.6294	231500	5.7063
5.7358	88.8208	232000	5.8042
5.7203	89.0123	232500	5.8439
5.7535	89.2037	233000	5.7597
5.7906	89.3951	233500	5.7804
5.7207	89.5865	234000	5.8051
5.7355	89.7779	234500	5.8107
5.7536	89.9694	235000	5.8775
5.7262	90.1608	235500	5.7784
5.7827	90.3522	236000	5.7898
5.7753	90.5436	236500	5.7426
5.7447	90.7351	237000	5.7756
5.7283	90.9265	237500	5.8045
5.7563	91.1179	238000	5.7593
5.7537	91.3093	238500	5.8185
5.7098	91.5008	239000	5.7730
5.7143	91.6922	239500	5.8149
5.7347	91.8836	240000	5.8131
5.7337	92.0750	240500	5.7616
5.7225	92.2665	241000	5.7477
5.7398	92.4579	241500	5.7813
5.7292	92.6493	242000	5.8025
5.6876	92.8407	242500	5.7698
5.6998	93.0322	243000	5.8519
5.7335	93.2236	243500	5.7912
5.7325	93.4150	244000	5.7530
5.7006	93.6064	244500	5.8334
5.7146	93.7979	245000	5.7885
5.7358	93.9893	245500	5.7454
5.7928	94.1807	246000	5.8052
5.7536	94.3721	246500	5.7350
5.7531	94.5636	247000	5.8031
5.7104	94.7550	247500	5.7964
5.7638	94.9464	248000	5.7498
5.7491	95.1378	248500	5.8471
5.7314	95.3292	249000	5.7667
5.7464	95.5207	249500	5.7912
5.7196	95.7121	250000	5.7656
5.7565	95.9035	250500	5.7990
5.7014	96.0949	251000	5.7990
5.7216	96.2864	251500	5.7533
5.7577	96.4778	252000	5.7998
5.7482	96.6692	252500	5.7981
5.7346	96.8606	253000	5.7867
5.7141	97.0521	253500	5.8464
5.7546	97.2435	254000	5.7624
5.7102	97.4349	254500	5.8087
5.7192	97.6263	255000	5.7920
5.7387	97.8178	255500	5.8075
5.7249	98.0092	256000	5.7825
5.7414	98.2006	256500	5.6834
5.7106	98.3920	257000	5.7723
5.6878	98.5835	257500	5.8278
5.7457	98.7749	258000	5.7338
5.7203	98.9663	258500	5.7167
5.7035	99.1577	259000	5.7846
5.7483	99.3492	259500	5.7833
5.7596	99.5406	260000	5.7733
5.7142	99.7320	260500	5.7858
5.7431	99.9234	261000	5.7848
5.7034	100.1149	261500	5.8286
5.7142	100.3063	262000	5.7455
5.7089	100.4977	262500	5.7366
5.7574	100.6891	263000	5.7975
5.7481	100.8806	263500	5.7466
5.7545	101.0720	264000	5.7784
5.7339	101.2634	264500	5.7626
5.7069	101.4548	265000	5.7843
5.7489	101.6462	265500	5.7494
5.7172	101.8377	266000	5.7494
5.7295	102.0291	266500	5.8201
5.6934	102.2205	267000	5.7867
5.7342	102.4119	267500	5.7498
5.7459	102.6034	268000	5.7708
5.7075	102.7948	268500	5.7506
5.7211	102.9862	269000	5.7718
5.7302	103.1776	269500	5.7696
5.6846	103.3691	270000	5.7498
5.7342	103.5605	270500	5.7513
5.724	103.7519	271000	5.8326
5.7318	103.9433	271500	5.8046
5.7284	104.1348	272000	5.8002
5.7348	104.3262	272500	5.7575
5.7179	104.5176	273000	5.7230
5.7075	104.7090	273500	5.7666
5.7262	104.9005	274000	5.8389
5.7108	105.0919	274500	5.7503
5.729	105.2833	275000	5.8030
5.6889	105.4747	275500	5.7295
5.7444	105.6662	276000	5.7657
5.6925	105.8576	276500	5.7680
5.7385	106.0490	277000	5.7622
5.7534	106.2404	277500	5.7177
5.6773	106.4319	278000	5.7719
5.712	106.6233	278500	5.7707
5.6788	106.8147	279000	5.7795
5.7091	107.0061	279500	5.7084
5.7092	107.1975	280000	5.7566
5.7159	107.3890	280500	5.7930
5.7116	107.5804	281000	5.7372
5.6828	107.7718	281500	5.7537
5.7543	107.9632	282000	5.7678
5.7021	108.1547	282500	5.7715
5.7131	108.3461	283000	5.7492
5.7107	108.5375	283500	5.7402
5.682	108.7289	284000	5.7771
5.742	108.9204	284500	5.7183
5.6737	109.1118	285000	5.8299
5.6711	109.3032	285500	5.7396
5.7126	109.4946	286000	5.7759
5.7174	109.6861	286500	5.7565
5.7043	109.8775	287000	5.7333
5.7357	110.0689	287500	5.7195
5.7341	110.2603	288000	5.7354
5.7077	110.4518	288500	5.7927
5.6917	110.6432	289000	5.7833
5.7205	110.8346	289500	5.7545
5.7049	111.0260	290000	5.7295
5.6547	111.2175	290500	5.7483
5.7234	111.4089	291000	5.7921
5.6864	111.6003	291500	5.7946
5.694	111.7917	292000	5.7771
5.6578	111.9832	292500	5.7073
5.6942	112.1746	293000	5.7277
5.7383	112.3660	293500	5.7650
5.7087	112.5574	294000	5.6786
5.6665	112.7489	294500	5.7066
5.7213	112.9403	295000	5.7314
5.6683	113.1317	295500	5.7048
5.704	113.3231	296000	5.7248
5.6818	113.5145	296500	5.7225
5.7037	113.7060	297000	5.7427
5.7691	113.8974	297500	5.7286
5.648	114.0888	298000	5.7098
5.6898	114.2802	298500	5.7623
5.6637	114.4717	299000	5.7624
5.6984	114.6631	299500	5.7635
5.7034	114.8545	300000	5.7116
5.6558	115.0459	300500	5.7139
5.6922	115.2374	301000	5.7886
5.7119	115.4288	301500	5.7478
5.6608	115.6202	302000	5.7635
5.7264	115.8116	302500	5.7373
5.6841	116.0031	303000	5.8004
5.6608	116.1945	303500	5.7845
5.6848	116.3859	304000	5.8170
5.6564	116.5773	304500	5.7695
5.6956	116.7688	305000	5.7593
5.6855	116.9602	305500	5.7546
5.6861	117.1516	306000	5.7641
5.6753	117.3430	306500	5.7926
5.6808	117.5345	307000	5.7396
5.704	117.7259	307500	5.7148
5.693	117.9173	308000	5.6639
5.6941	118.1087	308500	5.7493
5.6238	118.3002	309000	5.7442
5.7128	118.4916	309500	5.7050
5.6902	118.6830	310000	5.6667
5.6675	118.8744	310500	5.7068
5.7071	119.0658	311000	5.6875
5.6812	119.2573	311500	5.7347
5.6522	119.4487	312000	5.7637
5.7454	119.6401	312500	5.7434
5.6888	119.8315	313000	5.6988
5.6565	120.0230	313500	5.7702
5.6949	120.2144	314000	5.7801
5.7039	120.4058	314500	5.7600
5.6939	120.5972	315000	5.6909
5.6867	120.7887	315500	5.7460
5.6552	120.9801	316000	5.6953
5.7012	121.1715	316500	5.7212
5.6476	121.3629	317000	5.6698
5.659	121.5544	317500	5.6867
5.6718	121.7458	318000	5.7211
5.672	121.9372	318500	5.7448
5.6833	122.1286	319000	5.7304
5.6957	122.3201	319500	5.8143
5.675	122.5115	320000	5.7154
5.6933	122.7029	320500	5.6890
5.6532	122.8943	321000	5.6836
5.6762	123.0858	321500	5.6727
5.666	123.2772	322000	5.7394
5.7046	123.4686	322500	5.6800
5.6604	123.6600	323000	5.6860
5.665	123.8515	323500	5.7352
5.6743	124.0429	324000	5.7261
5.6862	124.2343	324500	5.7539
5.6893	124.4257	325000	5.7356
5.7031	124.6172	325500	5.7075
5.6671	124.8086	326000	5.6824
5.6238	125.0	326500	5.7040
5.6671	125.1914	327000	5.7280
5.6755	125.3828	327500	5.7334
5.6688	125.5743	328000	5.7124
5.6471	125.7657	328500	5.7372
5.6597	125.9571	329000	5.7268
5.6495	126.1485	329500	5.7194
5.675	126.3400	330000	5.7417
5.6283	126.5314	330500	5.7636
5.6787	126.7228	331000	5.7044
5.6938	126.9142	331500	5.7632
5.6422	127.1057	332000	5.7095
5.6419	127.2971	332500	5.6980
5.6633	127.4885	333000	5.7100
5.6482	127.6799	333500	5.7469
5.6645	127.8714	334000	5.7233
5.6779	128.0628	334500	5.7259
5.6756	128.2542	335000	5.7711
5.6635	128.4456	335500	5.7418
5.6599	128.6371	336000	5.7161
5.6851	128.8285	336500	5.6852
5.6698	129.0199	337000	5.7218
5.6473	129.2113	337500	5.6924
5.6839	129.4028	338000	5.6493
5.6728	129.5942	338500	5.7007
5.66	129.7856	339000	5.7246
5.6498	129.9770	339500	5.7423
5.635	130.1685	340000	5.7726
5.6326	130.3599	340500	5.6995
5.6366	130.5513	341000	5.6890
5.6675	130.7427	341500	5.6442
5.6717	130.9342	342000	5.7126
5.6486	131.1256	342500	5.7257
5.6424	131.3170	343000	5.6759
5.6749	131.5084	343500	5.7565
5.6817	131.6998	344000	5.7572
5.6514	131.8913	344500	5.7337
5.6623	132.0827	345000	5.7126
5.6593	132.2741	345500	5.6610
5.6689	132.4655	346000	5.7397
5.6663	132.6570	346500	5.7531
5.6689	132.8484	347000	5.6961
5.6659	133.0398	347500	5.6560
5.6423	133.2312	348000	5.6788
5.6998	133.4227	348500	5.7165
5.6608	133.6141	349000	5.7335
5.63	133.8055	349500	5.6861
5.667	133.9969	350000	5.6860
5.6267	134.1884	350500	5.6731
5.7093	134.3798	351000	5.7395
5.6727	134.5712	351500	5.7295
5.6584	134.7626	352000	5.6467
5.6852	134.9541	352500	5.7001
5.6333	135.1455	353000	5.7034
5.6587	135.3369	353500	5.6525
5.6759	135.5283	354000	5.7024
5.6686	135.7198	354500	5.7043
5.6876	135.9112	355000	5.6780
5.6509	136.1026	355500	5.7338
5.6577	136.2940	356000	5.7234
5.6964	136.4855	356500	5.6406
5.6386	136.6769	357000	5.7443
5.6397	136.8683	357500	5.6784
5.654	137.0597	358000	5.6591
5.6468	137.2511	358500	5.6884
5.662	137.4426	359000	5.6995
5.655	137.6340	359500	5.6940
5.6216	137.8254	360000	5.7210
5.6621	138.0168	360500	5.6937
5.6698	138.2083	361000	5.6445
5.6355	138.3997	361500	5.6869
5.6483	138.5911	362000	5.6757
5.6539	138.7825	362500	5.7481
5.6463	138.9740	363000	5.7188
5.638	139.1654	363500	5.6920
5.6289	139.3568	364000	5.7175
5.6626	139.5482	364500	5.6330
5.6537	139.7397	365000	5.6655
5.6364	139.9311	365500	5.6871
5.6318	140.1225	366000	5.7024
5.6715	140.3139	366500	5.6774
5.6426	140.5054	367000	5.6795
5.6663	140.6968	367500	5.7285
5.6505	140.8882	368000	5.6844
5.6416	141.0796	368500	5.6568
5.6681	141.2711	369000	5.7025
5.6364	141.4625	369500	5.7259
5.6248	141.6539	370000	5.6654
5.6794	141.8453	370500	5.7241
5.6768	142.0368	371000	5.7368
5.6423	142.2282	371500	5.7005
5.6683	142.4196	372000	5.6258
5.6467	142.6110	372500	5.7217
5.6328	142.8025	373000	5.7194
5.6393	142.9939	373500	5.6425
5.6313	143.1853	374000	5.6426
5.6275	143.3767	374500	5.6317
5.631	143.5681	375000	5.7136
5.686	143.7596	375500	5.6725
5.6469	143.9510	376000	5.6924
5.6164	144.1424	376500	5.6409
5.6047	144.3338	377000	5.6789
5.6627	144.5253	377500	5.6675
5.6561	144.7167	378000	5.7081
5.7076	144.9081	378500	5.7157
5.6575	145.0995	379000	5.6629
5.6322	145.2910	379500	5.6690
5.6468	145.4824	380000	5.7106
5.6515	145.6738	380500	5.7027
5.6346	145.8652	381000	5.6717
5.6487	146.0567	381500	5.6905
5.6385	146.2481	382000	5.6805
5.6849	146.4395	382500	5.7386
5.6243	146.6309	383000	5.7114
5.6643	146.8224	383500	5.6952
5.6556	147.0138	384000	5.6786
5.644	147.2052	384500	5.6898
5.6359	147.3966	385000	5.7010
5.6701	147.5881	385500	5.7302
5.6381	147.7795	386000	5.6945
5.6211	147.9709	386500	5.6675
5.6516	148.1623	387000	5.6647
5.6253	148.3538	387500	5.6690
5.6594	148.5452	388000	5.6577
5.6201	148.7366	388500	5.6985
5.6548	148.9280	389000	5.7661
5.6072	149.1194	389500	5.7478
5.677	149.3109	390000	5.6667
5.6356	149.5023	390500	5.7313
5.6296	149.6937	391000	5.6446
5.6305	149.8851	391500	5.7020

Framework versions

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