ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k19_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.1218
• Qwk: 0.1003
• Mse: 1.1218
• Rmse: 1.0592

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0244	2	3.0641	0.0029	3.0641	1.7505
No log	0.0488	4	1.5927	0.0210	1.5927	1.2620
No log	0.0732	6	1.1866	0.1077	1.1866	1.0893
No log	0.0976	8	0.5663	0.0303	0.5663	0.7525
No log	0.1220	10	0.6354	-0.0159	0.6354	0.7971
No log	0.1463	12	0.7667	-0.1358	0.7667	0.8756
No log	0.1707	14	0.6853	0.1206	0.6853	0.8278
No log	0.1951	16	0.7548	0.0095	0.7548	0.8688
No log	0.2195	18	0.7078	0.1813	0.7078	0.8413
No log	0.2439	20	0.6695	0.2340	0.6695	0.8182
No log	0.2683	22	0.6288	0.1111	0.6288	0.7930
No log	0.2927	24	0.6048	0.0	0.6048	0.7777
No log	0.3171	26	0.6151	0.0	0.6151	0.7843
No log	0.3415	28	0.6382	0.0	0.6382	0.7988
No log	0.3659	30	0.7294	-0.1701	0.7294	0.8540
No log	0.3902	32	0.7968	-0.1034	0.7968	0.8926
No log	0.4146	34	1.0036	-0.0476	1.0036	1.0018
No log	0.4390	36	1.3387	0.0	1.3387	1.1570
No log	0.4634	38	1.1508	0.0078	1.1508	1.0728
No log	0.4878	40	0.7593	0.0968	0.7593	0.8714
No log	0.5122	42	0.6180	0.0	0.6180	0.7861
No log	0.5366	44	0.6714	0.0	0.6714	0.8194
No log	0.5610	46	0.6545	0.0	0.6545	0.8090
No log	0.5854	48	0.6201	0.0	0.6201	0.7875
No log	0.6098	50	0.5694	0.0	0.5694	0.7546
No log	0.6341	52	0.5599	0.0	0.5599	0.7483
No log	0.6585	54	0.6310	0.0	0.6310	0.7943
No log	0.6829	56	0.6839	0.0	0.6839	0.8270
No log	0.7073	58	0.6748	0.0	0.6748	0.8214
No log	0.7317	60	0.6745	0.0	0.6745	0.8213
No log	0.7561	62	0.6710	0.0	0.6710	0.8191
No log	0.7805	64	0.6942	0.0	0.6942	0.8332
No log	0.8049	66	0.7655	-0.0560	0.7655	0.8749
No log	0.8293	68	0.7092	0.0	0.7092	0.8422
No log	0.8537	70	0.6224	0.0	0.6224	0.7889
No log	0.8780	72	0.6191	-0.0081	0.6191	0.7868
No log	0.9024	74	0.6442	0.0815	0.6442	0.8026
No log	0.9268	76	0.6259	-0.0159	0.6259	0.7912
No log	0.9512	78	0.7098	0.0154	0.7098	0.8425
No log	0.9756	80	0.9675	0.0041	0.9675	0.9836
No log	1.0	82	1.0027	0.1396	1.0027	1.0013
No log	1.0244	84	0.8323	0.0647	0.8323	0.9123
No log	1.0488	86	0.6627	0.0649	0.6627	0.8141
No log	1.0732	88	0.6364	0.1688	0.6364	0.7978
No log	1.0976	90	0.6897	0.0130	0.6897	0.8305
No log	1.1220	92	0.9257	-0.0233	0.9257	0.9621
No log	1.1463	94	1.2069	-0.1385	1.2069	1.0986
No log	1.1707	96	1.4154	-0.0963	1.4154	1.1897
No log	1.1951	98	1.1016	-0.0385	1.1016	1.0496
No log	1.2195	100	1.1031	-0.0357	1.1031	1.0503
No log	1.2439	102	1.2695	-0.0575	1.2695	1.1267
No log	1.2683	104	1.0913	-0.0598	1.0913	1.0447
No log	1.2927	106	1.0060	0.0045	1.0060	1.0030
No log	1.3171	108	1.0299	0.0599	1.0299	1.0149
No log	1.3415	110	1.3433	-0.0511	1.3433	1.1590
No log	1.3659	112	1.1490	-0.0879	1.1490	1.0719
No log	1.3902	114	1.4894	-0.0935	1.4894	1.2204
No log	1.4146	116	1.9521	0.0300	1.9521	1.3972
No log	1.4390	118	2.1644	0.0189	2.1644	1.4712
No log	1.4634	120	1.6178	0.0909	1.6178	1.2719
No log	1.4878	122	1.1912	0.0698	1.1912	1.0914
No log	1.5122	124	0.9947	0.0901	0.9947	0.9974
No log	1.5366	126	1.1327	0.1027	1.1327	1.0643
No log	1.5610	128	1.3389	0.1418	1.3389	1.1571
No log	1.5854	130	1.3557	0.1418	1.3557	1.1643
No log	1.6098	132	1.4819	0.1139	1.4819	1.2173
No log	1.6341	134	1.8154	0.0983	1.8154	1.3474
No log	1.6585	136	1.8564	0.0752	1.8564	1.3625
No log	1.6829	138	2.5476	0.0057	2.5476	1.5961
No log	1.7073	140	2.8873	0.0405	2.8873	1.6992
No log	1.7317	142	2.1054	-0.0208	2.1054	1.4510
No log	1.7561	144	1.1320	0.0996	1.1320	1.0640
No log	1.7805	146	0.7079	0.2281	0.7079	0.8414
No log	1.8049	148	0.9128	0.0588	0.9128	0.9554
No log	1.8293	150	0.8234	0.0647	0.8234	0.9074
No log	1.8537	152	0.6793	0.1195	0.6793	0.8242
No log	1.8780	154	0.6898	-0.0303	0.6898	0.8305
No log	1.9024	156	0.8825	0.1068	0.8825	0.9394
No log	1.9268	158	1.3495	0.0571	1.3495	1.1617
No log	1.9512	160	2.0815	-0.0292	2.0815	1.4427
No log	1.9756	162	2.2773	0.0067	2.2773	1.5091
No log	2.0	164	1.6418	-0.0279	1.6418	1.2813
No log	2.0244	166	0.8376	0.1568	0.8376	0.9152
No log	2.0488	168	0.9857	-0.0233	0.9857	0.9928
No log	2.0732	170	1.0859	0.0370	1.0859	1.0421
No log	2.0976	172	0.7542	0.0118	0.7542	0.8685
No log	2.1220	174	0.9589	0.0476	0.9589	0.9792
No log	2.1463	176	1.5366	0.0951	1.5366	1.2396
No log	2.1707	178	1.6212	0.0951	1.6212	1.2733
No log	2.1951	180	1.1699	0.1014	1.1699	1.0816
No log	2.2195	182	0.8914	0.1429	0.8914	0.9441
No log	2.2439	184	0.8160	0.1050	0.8160	0.9033
No log	2.2683	186	0.8683	0.1193	0.8683	0.9318
No log	2.2927	188	0.8303	0.1193	0.8303	0.9112
No log	2.3171	190	0.9898	0.136	0.9898	0.9949
No log	2.3415	192	1.4351	0.1186	1.4351	1.1980
No log	2.3659	194	2.0453	0.1131	2.0453	1.4301
No log	2.3902	196	2.0868	0.1121	2.0868	1.4446
No log	2.4146	198	1.6109	0.1858	1.6109	1.2692
No log	2.4390	200	0.8658	0.2787	0.8658	0.9305
No log	2.4634	202	0.8170	0.2072	0.8170	0.9039
No log	2.4878	204	1.0780	0.1127	1.0780	1.0382
No log	2.5122	206	1.9536	0.0576	1.9536	1.3977
No log	2.5366	208	2.0925	0.0408	2.0925	1.4465
No log	2.5610	210	1.5285	0.0984	1.5285	1.2363
No log	2.5854	212	0.8335	0.0852	0.8335	0.9130
No log	2.6098	214	0.6673	0.3149	0.6673	0.8169
No log	2.6341	216	0.7629	0.1133	0.7629	0.8734
No log	2.6585	218	1.2807	0.0897	1.2807	1.1317
No log	2.6829	220	1.8576	0.0090	1.8576	1.3629
No log	2.7073	222	1.8590	0.0115	1.8590	1.3635
No log	2.7317	224	1.3956	0.0891	1.3956	1.1813
No log	2.7561	226	0.8558	0.0717	0.8558	0.9251
No log	2.7805	228	0.7292	0.2941	0.7292	0.8539
No log	2.8049	230	0.8586	0.0979	0.8586	0.9266
No log	2.8293	232	1.4654	0.0853	1.4654	1.2105
No log	2.8537	234	2.2169	0.0255	2.2169	1.4889
No log	2.8780	236	2.2290	0.0275	2.2290	1.4930
No log	2.9024	238	1.6970	0.0511	1.6970	1.3027
No log	2.9268	240	1.0088	0.0476	1.0088	1.0044
No log	2.9512	242	0.8026	0.0802	0.8026	0.8959
No log	2.9756	244	0.7932	0.2850	0.7932	0.8906
No log	3.0	246	0.9049	0.1238	0.9049	0.9513
No log	3.0244	248	1.3973	0.0769	1.3973	1.1821
No log	3.0488	250	1.6676	0.0868	1.6676	1.2914
No log	3.0732	252	1.8122	0.0227	1.8122	1.3462
No log	3.0976	254	1.8597	0.0734	1.8597	1.3637
No log	3.1220	256	1.6254	0.0943	1.6254	1.2749
No log	3.1463	258	1.2825	0.0580	1.2825	1.1325
No log	3.1707	260	1.0923	0.0791	1.0923	1.0452
No log	3.1951	262	1.1040	0.0791	1.1040	1.0507
No log	3.2195	264	1.4258	0.0671	1.4258	1.1941
No log	3.2439	266	1.5637	0.0943	1.5637	1.2505
No log	3.2683	268	1.5625	0.1169	1.5625	1.2500
No log	3.2927	270	1.5183	0.1169	1.5183	1.2322
No log	3.3171	272	1.2977	0.1622	1.2977	1.1391
No log	3.3415	274	1.1907	0.0747	1.1907	1.0912
No log	3.3659	276	1.1488	0.0747	1.1488	1.0718
No log	3.3902	278	1.2164	0.1672	1.2164	1.1029
No log	3.4146	280	1.0818	0.1062	1.0818	1.0401
No log	3.4390	282	0.8768	0.1130	0.8768	0.9364
No log	3.4634	284	0.9618	0.1008	0.9618	0.9807
No log	3.4878	286	1.2219	0.1672	1.2219	1.1054
No log	3.5122	288	1.0752	0.1661	1.0752	1.0369
No log	3.5366	290	0.8227	0.1074	0.8227	0.9070
No log	3.5610	292	0.9036	0.1475	0.9036	0.9506
No log	3.5854	294	1.1603	0.1389	1.1603	1.0772
No log	3.6098	296	1.2258	0.1672	1.2258	1.1071
No log	3.6341	298	1.4064	0.1947	1.4064	1.1859
No log	3.6585	300	1.1362	0.1655	1.1362	1.0659
No log	3.6829	302	0.8445	0.1570	0.8445	0.9190
No log	3.7073	304	0.8714	0.1570	0.8714	0.9335
No log	3.7317	306	1.0397	0.1934	1.0397	1.0197
No log	3.7561	308	1.1606	0.1331	1.1606	1.0773
No log	3.7805	310	1.3900	0.1139	1.3900	1.1790
No log	3.8049	312	1.1697	0.1655	1.1697	1.0815
No log	3.8293	314	0.9943	0.1515	0.9943	0.9971
No log	3.8537	316	0.8978	0.0667	0.8978	0.9475
No log	3.8780	318	1.0409	0.1822	1.0409	1.0203
No log	3.9024	320	1.3370	0.1888	1.3370	1.1563
No log	3.9268	322	1.5764	0.0429	1.5764	1.2555
No log	3.9512	324	1.4217	0.2226	1.4217	1.1923
No log	3.9756	326	1.0475	0.1822	1.0475	1.0235
No log	4.0	328	0.8495	0.0308	0.8495	0.9217
No log	4.0244	330	0.8247	0.0631	0.8247	0.9081
No log	4.0488	332	0.9535	0.1235	0.9535	0.9765
No log	4.0732	334	0.9851	0.1261	0.9851	0.9925
No log	4.0976	336	0.7773	0.1712	0.7773	0.8817
No log	4.1220	338	0.6756	0.2000	0.6756	0.8220
No log	4.1463	340	0.7531	0.2074	0.7531	0.8678
No log	4.1707	342	1.0827	0.1008	1.0827	1.0405
No log	4.1951	344	1.3672	0.0891	1.3672	1.1693
No log	4.2195	346	1.2394	0.1399	1.2394	1.1133
No log	4.2439	348	1.0218	0.1235	1.0218	1.0108
No log	4.2683	350	0.9436	0.1040	0.9436	0.9714
No log	4.2927	352	1.0805	0.1515	1.0805	1.0395
No log	4.3171	354	1.4108	0.1096	1.4108	1.1878
No log	4.3415	356	1.5715	0.1153	1.5715	1.2536
No log	4.3659	358	1.6277	0.1153	1.6277	1.2758
No log	4.3902	360	1.4064	0.1622	1.4064	1.1859
No log	4.4146	362	1.0500	0.1227	1.0500	1.0247
No log	4.4390	364	0.9234	0.1373	0.9234	0.9609
No log	4.4634	366	0.9982	0.0888	0.9982	0.9991
No log	4.4878	368	1.2522	0.1340	1.2522	1.1190
No log	4.5122	370	1.2833	0.1340	1.2833	1.1328
No log	4.5366	372	1.0963	0.0949	1.0963	1.0470
No log	4.5610	374	0.8771	0.1464	0.8771	0.9365
No log	4.5854	376	0.8341	0.2000	0.8341	0.9133
No log	4.6098	378	0.9089	0.2275	0.9089	0.9534
No log	4.6341	380	1.1132	0.1161	1.1132	1.0551
No log	4.6585	382	1.5601	0.1097	1.5601	1.2490
No log	4.6829	384	1.7349	0.0476	1.7349	1.3172
No log	4.7073	386	1.4585	0.1383	1.4585	1.2077
No log	4.7317	388	0.9790	0.1525	0.9790	0.9894
No log	4.7561	390	0.7593	0.2676	0.7593	0.8714
No log	4.7805	392	0.7833	0.2000	0.7833	0.8850
No log	4.8049	394	0.9397	0.1525	0.9397	0.9694
No log	4.8293	396	1.3101	0.1890	1.3101	1.1446
No log	4.8537	398	1.4727	0.0868	1.4727	1.2136
No log	4.8780	400	1.3564	0.1049	1.3564	1.1646
No log	4.9024	402	1.1185	0.1227	1.1185	1.0576
No log	4.9268	404	0.9144	0.1040	0.9144	0.9563
No log	4.9512	406	0.9075	0.1535	0.9075	0.9526
No log	4.9756	408	1.0021	0.1220	1.0021	1.0010
No log	5.0	410	0.9971	0.1220	0.9971	0.9986
No log	5.0244	412	0.9646	0.1525	0.9646	0.9822
No log	5.0488	414	1.0188	0.0924	1.0188	1.0093
No log	5.0732	416	0.9810	0.0924	0.9810	0.9905
No log	5.0976	418	0.8714	0.1504	0.8714	0.9335
No log	5.1220	420	0.7715	0.1841	0.7715	0.8783
No log	5.1463	422	0.8435	0.1504	0.8435	0.9184
No log	5.1707	424	0.9360	0.1562	0.9360	0.9674
No log	5.1951	426	1.2559	0.1317	1.2559	1.1207
No log	5.2195	428	1.4332	0.0811	1.4332	1.1972
No log	5.2439	430	1.2902	0.1049	1.2902	1.1359
No log	5.2683	432	1.1579	0.1587	1.1579	1.0760
No log	5.2927	434	1.3128	0.1317	1.3128	1.1458
No log	5.3171	436	1.6031	0.0828	1.6031	1.2661
No log	5.3415	438	1.7909	0.0703	1.7909	1.3382
No log	5.3659	440	1.6885	0.0638	1.6885	1.2994
No log	5.3902	442	1.3435	0.0789	1.3435	1.1591
No log	5.4146	444	1.1370	0.1714	1.1370	1.0663
No log	5.4390	446	1.1038	0.1471	1.1038	1.0506
No log	5.4634	448	1.2176	0.0769	1.2176	1.1034
No log	5.4878	450	1.2222	0.0769	1.2222	1.1055
No log	5.5122	452	1.0216	0.0303	1.0216	1.0107
No log	5.5366	454	0.8900	0.1441	0.8900	0.9434
No log	5.5610	456	0.9148	0.0769	0.9148	0.9565
No log	5.5854	458	1.0396	0.0376	1.0396	1.0196
No log	5.6098	460	1.1268	0.0725	1.1268	1.0615
No log	5.6341	462	1.1769	0.1032	1.1769	1.0849
No log	5.6585	464	1.2073	0.0769	1.2073	1.0988
No log	5.6829	466	1.1982	0.1220	1.1982	1.0946
No log	5.7073	468	1.1243	0.1480	1.1243	1.0603
No log	5.7317	470	1.1240	0.1206	1.1240	1.0602
No log	5.7561	472	1.3189	0.0789	1.3189	1.1484
No log	5.7805	474	1.3621	0.1068	1.3621	1.1671
No log	5.8049	476	1.1933	0.1049	1.1933	1.0924
No log	5.8293	478	1.0787	0.1480	1.0787	1.0386
No log	5.8537	480	1.1590	0.1049	1.1590	1.0766
No log	5.8780	482	1.3169	0.0850	1.3169	1.1475
No log	5.9024	484	1.2564	0.0515	1.2564	1.1209
No log	5.9268	486	1.1976	0.0515	1.1976	1.0944
No log	5.9512	488	1.3281	0.0811	1.3281	1.1524
No log	5.9756	490	1.3917	0.0828	1.3917	1.1797
No log	6.0	492	1.2851	0.0515	1.2851	1.1336
No log	6.0244	494	1.1548	0.0949	1.1548	1.0746
No log	6.0488	496	1.0857	0.1161	1.0857	1.0420
No log	6.0732	498	1.1219	0.1161	1.1219	1.0592
0.5776	6.0976	500	1.3236	0.0476	1.3236	1.1505
0.5776	6.1220	502	1.6306	0.0864	1.6306	1.2770
0.5776	6.1463	504	1.6276	0.0864	1.6276	1.2758
0.5776	6.1707	506	1.4379	0.0811	1.4379	1.1991
0.5776	6.1951	508	1.2576	0.0704	1.2576	1.1214
0.5776	6.2195	510	1.0609	0.1450	1.0609	1.0300
0.5776	6.2439	512	1.0687	0.1161	1.0687	1.0338
0.5776	6.2683	514	1.1871	0.0435	1.1871	1.0895
0.5776	6.2927	516	1.2870	0.0811	1.2870	1.1345
0.5776	6.3171	518	1.4028	0.0588	1.4028	1.1844
0.5776	6.3415	520	1.3494	0.0565	1.3494	1.1617
0.5776	6.3659	522	1.3595	0.0588	1.3595	1.1660
0.5776	6.3902	524	1.3359	0.0565	1.3359	1.1558
0.5776	6.4146	526	1.3696	0.0627	1.3696	1.1703
0.5776	6.4390	528	1.2866	0.0530	1.2866	1.1343
0.5776	6.4634	530	1.1583	0.0394	1.1583	1.0762
0.5776	6.4878	532	1.0171	-0.0079	1.0171	1.0085
0.5776	6.5122	534	0.9630	0.0820	0.9630	0.9813
0.5776	6.5366	536	1.0557	-0.0347	1.0557	1.0275
0.5776	6.5610	538	1.2662	0.0833	1.2662	1.1252
0.5776	6.5854	540	1.3353	0.0891	1.3353	1.1556
0.5776	6.6098	542	1.2293	0.0790	1.2293	1.1087
0.5776	6.6341	544	1.0235	0.0606	1.0235	1.0117
0.5776	6.6585	546	0.8292	0.2554	0.8292	0.9106
0.5776	6.6829	548	0.7681	0.2364	0.7681	0.8764
0.5776	6.7073	550	0.7852	0.2227	0.7852	0.8861
0.5776	6.7317	552	0.9022	0.1405	0.9022	0.9498
0.5776	6.7561	554	1.1805	0.1049	1.1805	1.0865
0.5776	6.7805	556	1.3843	0.0891	1.3843	1.1766
0.5776	6.8049	558	1.3735	0.0891	1.3735	1.1720
0.5776	6.8293	560	1.2651	0.0872	1.2651	1.1247
0.5776	6.8537	562	1.0614	0.0345	1.0614	1.0303
0.5776	6.8780	564	0.8570	0.1441	0.8570	0.9258
0.5776	6.9024	566	0.7579	0.2000	0.7579	0.8706
0.5776	6.9268	568	0.7572	0.1923	0.7572	0.8702
0.5776	6.9512	570	0.8384	0.1429	0.8384	0.9156
0.5776	6.9756	572	1.0347	0.0916	1.0347	1.0172
0.5776	7.0	574	1.2851	0.0833	1.2851	1.1336
0.5776	7.0244	576	1.4439	-0.0063	1.4439	1.2016
0.5776	7.0488	578	1.4415	-0.0063	1.4415	1.2006
0.5776	7.0732	580	1.2942	0.0790	1.2942	1.1376
0.5776	7.0976	582	1.0964	0.0625	1.0964	1.0471
0.5776	7.1220	584	0.9774	0.1074	0.9774	0.9887
0.5776	7.1463	586	0.9914	0.1074	0.9914	0.9957
0.5776	7.1707	588	1.0960	0.0579	1.0960	1.0469
0.5776	7.1951	590	1.2963	0.1317	1.2963	1.1386
0.5776	7.2195	592	1.4146	0.0831	1.4146	1.1894
0.5776	7.2439	594	1.3728	0.1317	1.3728	1.1717
0.5776	7.2683	596	1.2131	0.1317	1.2131	1.1014
0.5776	7.2927	598	1.0114	0.0769	1.0114	1.0057
0.5776	7.3171	600	0.9337	0.1545	0.9337	0.9663
0.5776	7.3415	602	0.8926	0.0769	0.8926	0.9448
0.5776	7.3659	604	0.9193	0.1392	0.9193	0.9588
0.5776	7.3902	606	1.0201	0.1111	1.0201	1.0100
0.5776	7.4146	608	1.1005	0.0949	1.1005	1.0490
0.5776	7.4390	610	1.1126	0.0949	1.1126	1.0548
0.5776	7.4634	612	1.0703	0.0949	1.0703	1.0346
0.5776	7.4878	614	0.9934	0.1496	0.9934	0.9967
0.5776	7.5122	616	0.9884	0.1496	0.9884	0.9942
0.5776	7.5366	618	0.9459	0.1417	0.9459	0.9726
0.5776	7.5610	620	0.9361	0.1417	0.9361	0.9675
0.5776	7.5854	622	0.9188	0.1417	0.9188	0.9586
0.5776	7.6098	624	0.9907	0.1515	0.9907	0.9953
0.5776	7.6341	626	1.0951	0.0747	1.0951	1.0465
0.5776	7.6585	628	1.0894	0.0747	1.0894	1.0437
0.5776	7.6829	630	0.9970	0.1571	0.9970	0.9985
0.5776	7.7073	632	0.8752	0.1475	0.8752	0.9355
0.5776	7.7317	634	0.8315	0.2070	0.8315	0.9118
0.5776	7.7561	636	0.8563	0.2140	0.8563	0.9254
0.5776	7.7805	638	0.9298	0.1475	0.9298	0.9643
0.5776	7.8049	640	1.0488	0.0996	1.0488	1.0241
0.5776	7.8293	642	1.0917	0.0996	1.0917	1.0449
0.5776	7.8537	644	1.0989	0.0996	1.0989	1.0483
0.5776	7.8780	646	1.0786	0.0996	1.0786	1.0386
0.5776	7.9024	648	0.9822	0.1165	0.9822	0.9911
0.5776	7.9268	650	0.8941	0.1453	0.8941	0.9455
0.5776	7.9512	652	0.8227	0.1351	0.8227	0.9070
0.5776	7.9756	654	0.8177	0.1351	0.8177	0.9043
0.5776	8.0	656	0.8581	0.1453	0.8581	0.9263
0.5776	8.0244	658	0.9524	0.1475	0.9524	0.9759
0.5776	8.0488	660	1.0483	0.0625	1.0483	1.0238
0.5776	8.0732	662	1.1106	0.0725	1.1106	1.0539
0.5776	8.0976	664	1.0786	0.0677	1.0786	1.0386
0.5776	8.1220	666	1.0499	0.0651	1.0499	1.0247
0.5776	8.1463	668	0.9872	0.1496	0.9872	0.9936
0.5776	8.1707	670	0.9809	0.1496	0.9809	0.9904
0.5776	8.1951	672	0.9962	0.1197	0.9962	0.9981
0.5776	8.2195	674	1.0262	0.1212	1.0262	1.0130
0.5776	8.2439	676	1.0695	0.1212	1.0695	1.0342
0.5776	8.2683	678	1.1136	0.1304	1.1136	1.0553
0.5776	8.2927	680	1.1377	0.0747	1.1377	1.0666
0.5776	8.3171	682	1.1557	0.0747	1.1557	1.0750
0.5776	8.3415	684	1.1064	0.1254	1.1064	1.0519
0.5776	8.3659	686	1.0836	0.1212	1.0836	1.0410
0.5776	8.3902	688	1.0385	0.1212	1.0385	1.0190
0.5776	8.4146	690	0.9970	0.1212	0.9970	0.9985
0.5776	8.4390	692	0.9713	0.1506	0.9713	0.9855
0.5776	8.4634	694	0.9969	0.1212	0.9969	0.9985
0.5776	8.4878	696	1.0494	0.1212	1.0494	1.0244
0.5776	8.5122	698	1.0842	0.0657	1.0842	1.0412
0.5776	8.5366	700	1.0887	0.0657	1.0887	1.0434
0.5776	8.5610	702	1.0452	0.0632	1.0452	1.0224
0.5776	8.5854	704	1.0128	0.1496	1.0128	1.0064
0.5776	8.6098	706	1.0120	0.1496	1.0120	1.0060
0.5776	8.6341	708	1.0455	0.0606	1.0455	1.0225
0.5776	8.6585	710	1.0692	0.0632	1.0692	1.0340
0.5776	8.6829	712	1.1295	0.0704	1.1295	1.0628
0.5776	8.7073	714	1.1539	0.1003	1.1539	1.0742
0.5776	8.7317	716	1.1562	0.1003	1.1562	1.0753
0.5776	8.7561	718	1.1467	0.1003	1.1467	1.0709
0.5776	8.7805	720	1.1293	0.0704	1.1293	1.0627
0.5776	8.8049	722	1.0919	0.0657	1.0919	1.0450
0.5776	8.8293	724	1.0895	0.0632	1.0895	1.0438
0.5776	8.8537	726	1.0854	0.0949	1.0854	1.0418
0.5776	8.8780	728	1.1037	0.0968	1.1037	1.0506
0.5776	8.9024	730	1.1214	0.0704	1.1214	1.0590
0.5776	8.9268	732	1.1224	0.0704	1.1224	1.0595
0.5776	8.9512	734	1.1338	0.0704	1.1338	1.0648
0.5776	8.9756	736	1.1120	0.0968	1.1120	1.0545
0.5776	9.0	738	1.0762	0.1212	1.0762	1.0374
0.5776	9.0244	740	1.0766	0.1212	1.0766	1.0376
0.5776	9.0488	742	1.0794	0.0632	1.0794	1.0389
0.5776	9.0732	744	1.0685	0.0632	1.0685	1.0337
0.5776	9.0976	746	1.0578	0.1212	1.0578	1.0285
0.5776	9.1220	748	1.0478	0.1212	1.0478	1.0236
0.5776	9.1463	750	1.0276	0.1506	1.0276	1.0137
0.5776	9.1707	752	1.0390	0.1506	1.0390	1.0193
0.5776	9.1951	754	1.0537	0.1212	1.0537	1.0265
0.5776	9.2195	756	1.0813	0.0632	1.0813	1.0399
0.5776	9.2439	758	1.1054	0.0704	1.1054	1.0514
0.5776	9.2683	760	1.1099	0.0704	1.1099	1.0535
0.5776	9.2927	762	1.1266	0.0704	1.1266	1.0614
0.5776	9.3171	764	1.1206	0.0704	1.1206	1.0586
0.5776	9.3415	766	1.1060	0.0657	1.1060	1.0516
0.5776	9.3659	768	1.1113	0.0657	1.1113	1.0542
0.5776	9.3902	770	1.1222	0.0968	1.1222	1.0594
0.5776	9.4146	772	1.1507	0.1003	1.1507	1.0727
0.5776	9.4390	774	1.1612	0.1003	1.1612	1.0776
0.5776	9.4634	776	1.1565	0.1003	1.1565	1.0754
0.5776	9.4878	778	1.1495	0.1003	1.1495	1.0721
0.5776	9.5122	780	1.1403	0.1003	1.1403	1.0679
0.5776	9.5366	782	1.1332	0.1003	1.1332	1.0645
0.5776	9.5610	784	1.1305	0.0704	1.1305	1.0633
0.5776	9.5854	786	1.1280	0.0704	1.1280	1.0621
0.5776	9.6098	788	1.1174	0.0394	1.1174	1.0571
0.5776	9.6341	790	1.1190	0.0394	1.1190	1.0578
0.5776	9.6585	792	1.1244	0.0394	1.1244	1.0604
0.5776	9.6829	794	1.1336	0.1003	1.1336	1.0647
0.5776	9.7073	796	1.1474	0.1003	1.1474	1.0712
0.5776	9.7317	798	1.1559	0.1003	1.1559	1.0751
0.5776	9.7561	800	1.1614	0.1003	1.1614	1.0777
0.5776	9.7805	802	1.1592	0.1003	1.1592	1.0766
0.5776	9.8049	804	1.1573	0.1003	1.1573	1.0758
0.5776	9.8293	806	1.1492	0.1003	1.1492	1.0720
0.5776	9.8537	808	1.1437	0.1003	1.1437	1.0695
0.5776	9.8780	810	1.1367	0.1003	1.1367	1.0661
0.5776	9.9024	812	1.1306	0.1003	1.1306	1.0633
0.5776	9.9268	814	1.1254	0.1003	1.1254	1.0608
0.5776	9.9512	816	1.1233	0.1003	1.1233	1.0599
0.5776	9.9756	818	1.1225	0.1003	1.1225	1.0595
0.5776	10.0	820	1.1218	0.1003	1.1218	1.0592

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1