ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k13_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: 0.9126
• Qwk: 0.2583
• Mse: 0.9126
• Rmse: 0.9553

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	0.0303	2	3.4513	-0.0248	3.4513	1.8578
No log	0.0606	4	2.0510	-0.0267	2.0510	1.4321
No log	0.0909	6	0.9921	0.0588	0.9921	0.9960
No log	0.1212	8	0.7675	0.2157	0.7675	0.8761
No log	0.1515	10	0.5683	0.0569	0.5683	0.7539
No log	0.1818	12	0.9321	0.0578	0.9321	0.9654
No log	0.2121	14	1.0029	-0.0113	1.0029	1.0014
No log	0.2424	16	0.7494	0.0720	0.7494	0.8657
No log	0.2727	18	0.5883	0.0	0.5883	0.7670
No log	0.3030	20	0.5916	-0.0081	0.5916	0.7692
No log	0.3333	22	0.6145	-0.0159	0.6145	0.7839
No log	0.3636	24	0.6121	-0.0159	0.6121	0.7824
No log	0.3939	26	0.5193	0.2653	0.5193	0.7206
No log	0.4242	28	0.5148	0.2533	0.5148	0.7175
No log	0.4545	30	0.5237	0.0476	0.5237	0.7237
No log	0.4848	32	0.5508	-0.0081	0.5508	0.7422
No log	0.5152	34	0.5964	-0.0233	0.5964	0.7723
No log	0.5455	36	0.5720	-0.0159	0.5720	0.7563
No log	0.5758	38	0.4866	0.4012	0.4866	0.6976
No log	0.6061	40	0.5552	0.3846	0.5552	0.7451
No log	0.6364	42	0.5377	0.3636	0.5377	0.7333
No log	0.6667	44	0.5475	0.0815	0.5475	0.7400
No log	0.6970	46	0.6024	-0.0233	0.6024	0.7762
No log	0.7273	48	0.6207	-0.0303	0.6207	0.7878
No log	0.7576	50	0.6313	0.1373	0.6313	0.7945
No log	0.7879	52	0.6122	0.0933	0.6122	0.7825
No log	0.8182	54	0.6107	0.0303	0.6107	0.7815
No log	0.8485	56	0.7886	0.1020	0.7886	0.8880
No log	0.8788	58	0.6432	0.1592	0.6432	0.8020
No log	0.9091	60	0.7406	0.2165	0.7406	0.8606
No log	0.9394	62	0.7442	0.24	0.7442	0.8627
No log	0.9697	64	0.6165	0.4074	0.6165	0.7852
No log	1.0	66	0.8848	0.2000	0.8848	0.9406
No log	1.0303	68	0.9833	0.1396	0.9833	0.9916
No log	1.0606	70	0.5629	0.3208	0.5629	0.7502
No log	1.0909	72	0.4844	0.3007	0.4844	0.6960
No log	1.1212	74	0.5490	0.2329	0.5490	0.7410
No log	1.1515	76	0.7607	0.1579	0.7607	0.8722
No log	1.1818	78	1.1100	0.0596	1.1100	1.0536
No log	1.2121	80	0.8567	0.1933	0.8567	0.9256
No log	1.2424	82	0.5880	0.4098	0.5880	0.7668
No log	1.2727	84	0.5752	0.2941	0.5752	0.7584
No log	1.3030	86	0.4945	0.4051	0.4945	0.7032
No log	1.3333	88	0.7406	0.2459	0.7406	0.8606
No log	1.3636	90	1.3504	0.0984	1.3504	1.1621
No log	1.3939	92	1.0643	0.1172	1.0643	1.0316
No log	1.4242	94	0.4300	0.4536	0.4300	0.6558
No log	1.4545	96	0.4920	0.4725	0.4920	0.7014
No log	1.4848	98	0.4481	0.4353	0.4481	0.6694
No log	1.5152	100	0.8492	0.1877	0.8492	0.9215
No log	1.5455	102	1.1051	0.0853	1.1051	1.0512
No log	1.5758	104	0.7022	0.3548	0.7022	0.8380
No log	1.6061	106	0.5328	0.3661	0.5328	0.7299
No log	1.6364	108	0.5250	0.4350	0.5250	0.7246
No log	1.6667	110	0.5819	0.3684	0.5819	0.7628
No log	1.6970	112	0.6002	0.3846	0.6002	0.7747
No log	1.7273	114	0.7718	0.3178	0.7718	0.8785
No log	1.7576	116	1.0550	0.28	1.0550	1.0271
No log	1.7879	118	1.1754	0.2525	1.1754	1.0841
No log	1.8182	120	1.1627	0.2054	1.1627	1.0783
No log	1.8485	122	0.8053	0.3309	0.8053	0.8974
No log	1.8788	124	0.8736	0.2401	0.8736	0.9346
No log	1.9091	126	0.9900	0.2113	0.9900	0.9950
No log	1.9394	128	1.1448	0.2691	1.1448	1.0700
No log	1.9697	130	1.3515	0.2198	1.3515	1.1625
No log	2.0	132	1.1936	0.2680	1.1936	1.0925
No log	2.0303	134	1.0349	0.25	1.0349	1.0173
No log	2.0606	136	0.8610	0.2327	0.8610	0.9279
No log	2.0909	138	0.7206	0.2646	0.7206	0.8489
No log	2.1212	140	0.7021	0.2646	0.7021	0.8379
No log	2.1515	142	0.9313	0.2058	0.9313	0.9650
No log	2.1818	144	1.7612	0.1828	1.7612	1.3271
No log	2.2121	146	2.1657	0.1263	2.1657	1.4716
No log	2.2424	148	1.4130	0.2874	1.4130	1.1887
No log	2.2727	150	0.6708	0.4118	0.6708	0.8190
No log	2.3030	152	0.6018	0.4062	0.6018	0.7758
No log	2.3333	154	0.7283	0.3481	0.7283	0.8534
No log	2.3636	156	0.8489	0.2624	0.8489	0.9213
No log	2.3939	158	0.7908	0.3011	0.7908	0.8893
No log	2.4242	160	0.6521	0.3455	0.6521	0.8075
No log	2.4545	162	0.9343	0.2401	0.9343	0.9666
No log	2.4848	164	1.5086	0.1231	1.5086	1.2282
No log	2.5152	166	1.3918	0.1463	1.3918	1.1798
No log	2.5455	168	0.9920	0.2271	0.9920	0.9960
No log	2.5758	170	1.0362	0.2329	1.0362	1.0179
No log	2.6061	172	0.8633	0.2286	0.8633	0.9291
No log	2.6364	174	1.1420	0.2104	1.1420	1.0686
No log	2.6667	176	1.3400	0.1852	1.3400	1.1576
No log	2.6970	178	1.5780	0.1633	1.5780	1.2562
No log	2.7273	180	2.1336	0.1111	2.1336	1.4607
No log	2.7576	182	1.9113	0.0787	1.9113	1.3825
No log	2.7879	184	1.0097	0.1458	1.0097	1.0049
No log	2.8182	186	0.5669	0.4286	0.5669	0.7529
No log	2.8485	188	0.5711	0.4348	0.5711	0.7557
No log	2.8788	190	0.8036	0.2405	0.8036	0.8964
No log	2.9091	192	1.2986	0.0689	1.2986	1.1396
No log	2.9394	194	1.5262	0.0984	1.5262	1.2354
No log	2.9697	196	1.1210	0.1095	1.1210	1.0588
No log	3.0	198	0.6377	0.4615	0.6377	0.7985
No log	3.0303	200	0.6617	0.4081	0.6617	0.8134
No log	3.0606	202	1.0252	0.1507	1.0252	1.0125
No log	3.0909	204	1.1560	0.1351	1.1560	1.0752
No log	3.1212	206	1.0742	0.1351	1.0742	1.0364
No log	3.1515	208	1.0406	0.2054	1.0406	1.0201
No log	3.1818	210	1.3171	0.1703	1.3171	1.1477
No log	3.2121	212	1.3037	0.1905	1.3037	1.1418
No log	3.2424	214	0.9870	0.2000	0.9870	0.9935
No log	3.2727	216	0.9307	0.3357	0.9307	0.9647
No log	3.3030	218	1.2199	0.1566	1.2199	1.1045
No log	3.3333	220	1.3190	0.1810	1.3190	1.1485
No log	3.3636	222	1.0667	0.2000	1.0667	1.0328
No log	3.3939	224	0.7557	0.2996	0.7557	0.8693
No log	3.4242	226	0.8772	0.3239	0.8772	0.9366
No log	3.4545	228	1.4007	0.1617	1.4007	1.1835
No log	3.4848	230	1.5521	0.1662	1.5521	1.2459
No log	3.5152	232	1.4332	0.1662	1.4332	1.1971
No log	3.5455	234	1.2742	0.1807	1.2742	1.1288
No log	3.5758	236	0.7104	0.2977	0.7104	0.8429
No log	3.6061	238	0.5751	0.4851	0.5751	0.7584
No log	3.6364	240	0.6928	0.3558	0.6928	0.8323
No log	3.6667	242	1.3979	0.1628	1.3979	1.1823
No log	3.6970	244	2.2922	0.0962	2.2922	1.5140
No log	3.7273	246	2.2673	0.0642	2.2673	1.5058
No log	3.7576	248	1.6589	0.1676	1.6589	1.2880
No log	3.7879	250	0.9186	0.2812	0.9186	0.9584
No log	3.8182	252	0.5943	0.4188	0.5943	0.7709
No log	3.8485	254	0.5199	0.4510	0.5199	0.7211
No log	3.8788	256	0.6412	0.4142	0.6412	0.8007
No log	3.9091	258	1.1892	0.2105	1.1892	1.0905
No log	3.9394	260	1.5122	0.1643	1.5122	1.2297
No log	3.9697	262	1.5587	0.1643	1.5587	1.2485
No log	4.0	264	1.1925	0.2105	1.1925	1.0920
No log	4.0303	266	0.8328	0.3410	0.8328	0.9126
No log	4.0606	268	0.8378	0.3383	0.8378	0.9153
No log	4.0909	270	1.1561	0.1894	1.1561	1.0752
No log	4.1212	272	1.4306	0.0960	1.4306	1.1961
No log	4.1515	274	1.2781	0.1155	1.2781	1.1306
No log	4.1818	276	0.8910	0.3231	0.8910	0.9439
No log	4.2121	278	0.6792	0.3821	0.6792	0.8242
No log	4.2424	280	0.6452	0.3527	0.6452	0.8033
No log	4.2727	282	0.8248	0.3488	0.8248	0.9082
No log	4.3030	284	1.3153	0.1617	1.3153	1.1468
No log	4.3333	286	1.5830	0.1633	1.5830	1.2582
No log	4.3636	288	1.3970	0.2232	1.3970	1.1820
No log	4.3939	290	0.9078	0.3540	0.9078	0.9528
No log	4.4242	292	0.7835	0.3495	0.7835	0.8852
No log	4.4545	294	0.9762	0.3267	0.9762	0.9880
No log	4.4848	296	1.3762	0.1597	1.3762	1.1731
No log	4.5152	298	1.4972	0.1421	1.4972	1.2236
No log	4.5455	300	1.3094	0.1672	1.3094	1.1443
No log	4.5758	302	1.0286	0.28	1.0286	1.0142
No log	4.6061	304	0.9588	0.28	0.9588	0.9792
No log	4.6364	306	1.0109	0.2787	1.0109	1.0055
No log	4.6667	308	1.1843	0.3189	1.1843	1.0882
No log	4.6970	310	1.2471	0.2913	1.2471	1.1167
No log	4.7273	312	1.1235	0.2927	1.1235	1.0599
No log	4.7576	314	0.9762	0.2271	0.9762	0.9880
No log	4.7879	316	1.1504	0.2693	1.1504	1.0726
No log	4.8182	318	1.4225	0.2809	1.4225	1.1927
No log	4.8485	320	1.5675	0.1608	1.5675	1.2520
No log	4.8788	322	1.4899	0.1453	1.4899	1.2206
No log	4.9091	324	1.2014	0.1899	1.2014	1.0961
No log	4.9394	326	0.7920	0.3307	0.7920	0.8899
No log	4.9697	328	0.6457	0.3480	0.6457	0.8036
No log	5.0	330	0.7096	0.3755	0.7096	0.8424
No log	5.0303	332	0.8659	0.3529	0.8659	0.9305
No log	5.0606	334	0.8559	0.3235	0.8559	0.9251
No log	5.0909	336	0.9278	0.3213	0.9278	0.9632
No log	5.1212	338	1.1593	0.1856	1.1593	1.0767
No log	5.1515	340	1.1414	0.2294	1.1414	1.0684
No log	5.1818	342	1.1369	0.2913	1.1369	1.0662
No log	5.2121	344	0.9972	0.2693	0.9972	0.9986
No log	5.2424	346	1.1674	0.2913	1.1674	1.0804
No log	5.2727	348	1.2851	0.2047	1.2851	1.1336
No log	5.3030	350	1.1489	0.2100	1.1489	1.0719
No log	5.3333	352	1.0396	0.2313	1.0396	1.0196
No log	5.3636	354	0.9058	0.2873	0.9058	0.9518
No log	5.3939	356	1.0561	0.2313	1.0561	1.0277
No log	5.4242	358	1.2956	0.1611	1.2956	1.1382
No log	5.4545	360	1.4180	0.1676	1.4180	1.1908
No log	5.4848	362	1.4021	0.1471	1.4021	1.1841
No log	5.5152	364	1.1390	0.1640	1.1390	1.0673
No log	5.5455	366	0.8916	0.1571	0.8916	0.9442
No log	5.5758	368	0.7624	0.36	0.7624	0.8732
No log	5.6061	370	0.7841	0.3569	0.7841	0.8855
No log	5.6364	372	0.9344	0.1579	0.9344	0.9667
No log	5.6667	374	1.2054	0.1455	1.2054	1.0979
No log	5.6970	376	1.3106	0.1862	1.3106	1.1448
No log	5.7273	378	1.1671	0.2289	1.1671	1.0803
No log	5.7576	380	0.8434	0.2778	0.8434	0.9184
No log	5.7879	382	0.7324	0.3785	0.7324	0.8558
No log	5.8182	384	0.8496	0.2973	0.8496	0.9217
No log	5.8485	386	1.0017	0.2897	1.0017	1.0009
No log	5.8788	388	1.3645	0.1676	1.3645	1.1681
No log	5.9091	390	1.4597	0.1453	1.4597	1.2082
No log	5.9394	392	1.2926	0.1676	1.2926	1.1369
No log	5.9697	394	0.9301	0.1601	0.9301	0.9644
No log	6.0	396	0.6091	0.5048	0.6091	0.7805
No log	6.0303	398	0.5570	0.4882	0.5570	0.7463
No log	6.0606	400	0.6204	0.4977	0.6204	0.7877
No log	6.0909	402	0.7916	0.2741	0.7916	0.8897
No log	6.1212	404	1.0161	0.2105	1.0161	1.0080
No log	6.1515	406	1.2830	0.1858	1.2830	1.1327
No log	6.1818	408	1.2148	0.2096	1.2148	1.1022
No log	6.2121	410	0.9119	0.1777	0.9119	0.9549
No log	6.2424	412	0.6332	0.4439	0.6332	0.7958
No log	6.2727	414	0.5746	0.4951	0.5746	0.7580
No log	6.3030	416	0.5694	0.4951	0.5694	0.7546
No log	6.3333	418	0.6096	0.4862	0.6096	0.7808
No log	6.3636	420	0.7676	0.2821	0.7676	0.8761
No log	6.3939	422	0.9114	0.2542	0.9114	0.9546
No log	6.4242	424	0.9275	0.2533	0.9275	0.9631
No log	6.4545	426	0.8993	0.3038	0.8993	0.9483
No log	6.4848	428	0.8478	0.3357	0.8478	0.9208
No log	6.5152	430	0.8931	0.3311	0.8931	0.9450
No log	6.5455	432	1.1419	0.2478	1.1419	1.0686
No log	6.5758	434	1.4780	0.1643	1.4780	1.2157
No log	6.6061	436	1.6107	0.1643	1.6107	1.2691
No log	6.6364	438	1.5337	0.1676	1.5337	1.2384
No log	6.6667	440	1.2628	0.1672	1.2628	1.1237
No log	6.6970	442	0.9127	0.1880	0.9127	0.9554
No log	6.7273	444	0.7316	0.3138	0.7316	0.8553
No log	6.7576	446	0.7393	0.3138	0.7393	0.8598
No log	6.7879	448	0.8506	0.2520	0.8506	0.9223
No log	6.8182	450	0.9532	0.1882	0.9532	0.9763
No log	6.8485	452	0.9537	0.1882	0.9537	0.9766
No log	6.8788	454	0.9074	0.2121	0.9074	0.9526
No log	6.9091	456	0.8922	0.2121	0.8922	0.9445
No log	6.9394	458	0.9017	0.2340	0.9017	0.9496
No log	6.9697	460	1.0145	0.2787	1.0145	1.0072
No log	7.0	462	1.0378	0.2787	1.0378	1.0187
No log	7.0303	464	1.0063	0.2787	1.0063	1.0031
No log	7.0606	466	0.9677	0.28	0.9677	0.9837
No log	7.0909	468	0.8701	0.2857	0.8701	0.9328
No log	7.1212	470	0.8161	0.2977	0.8161	0.9034
No log	7.1515	472	0.7520	0.3569	0.7520	0.8672
No log	7.1818	474	0.7608	0.3569	0.7608	0.8722
No log	7.2121	476	0.9011	0.2842	0.9011	0.9492
No log	7.2424	478	1.0901	0.2716	1.0901	1.0441
No log	7.2727	480	1.0907	0.2771	1.0907	1.0444
No log	7.3030	482	1.0021	0.2927	1.0021	1.0011
No log	7.3333	484	0.9690	0.3247	0.9690	0.9844
No log	7.3636	486	0.8491	0.3038	0.8491	0.9215
No log	7.3939	488	0.7126	0.4	0.7126	0.8441
No log	7.4242	490	0.6743	0.4	0.6743	0.8212
No log	7.4545	492	0.6931	0.3162	0.6931	0.8325
No log	7.4848	494	0.6617	0.3537	0.6617	0.8135
No log	7.5152	496	0.6886	0.3537	0.6886	0.8298
No log	7.5455	498	0.7781	0.3138	0.7781	0.8821
0.4377	7.5758	500	0.8391	0.2340	0.8391	0.9160
0.4377	7.6061	502	0.9257	0.28	0.9257	0.9621
0.4377	7.6364	504	0.9361	0.28	0.9361	0.9675
0.4377	7.6667	506	0.8470	0.2542	0.8470	0.9203
0.4377	7.6970	508	0.7375	0.4109	0.7375	0.8588
0.4377	7.7273	510	0.7606	0.3913	0.7606	0.8722
0.4377	7.7576	512	0.7847	0.3879	0.7847	0.8858
0.4377	7.7879	514	0.9094	0.3267	0.9094	0.9536
0.4377	7.8182	516	1.1115	0.2485	1.1115	1.0543
0.4377	7.8485	518	1.1736	0.2285	1.1736	1.0833
0.4377	7.8788	520	1.0741	0.2985	1.0741	1.0364
0.4377	7.9091	522	0.8702	0.2814	0.8702	0.9328
0.4377	7.9394	524	0.7324	0.36	0.7324	0.8558
0.4377	7.9697	526	0.7112	0.3633	0.7112	0.8433
0.4377	8.0	528	0.7808	0.2977	0.7808	0.8836
0.4377	8.0303	530	0.8339	0.2424	0.8339	0.9132
0.4377	8.0606	532	0.8618	0.2424	0.8618	0.9283
0.4377	8.0909	534	0.8736	0.2409	0.8736	0.9347
0.4377	8.1212	536	0.8676	0.2416	0.8676	0.9315
0.4377	8.1515	538	0.8116	0.2741	0.8116	0.9009
0.4377	8.1818	540	0.7671	0.3307	0.7671	0.8758
0.4377	8.2121	542	0.7650	0.3016	0.7650	0.8746
0.4377	8.2424	544	0.7981	0.2977	0.7981	0.8934
0.4377	8.2727	546	0.8642	0.2814	0.8642	0.9296
0.4377	8.3030	548	0.9651	0.2583	0.9651	0.9824
0.4377	8.3333	550	0.9990	0.2564	0.9990	0.9995
0.4377	8.3636	552	0.9620	0.2583	0.9620	0.9808
0.4377	8.3939	554	0.8963	0.3441	0.8963	0.9467
0.4377	8.4242	556	0.9078	0.3441	0.9078	0.9528
0.4377	8.4545	558	0.9138	0.3441	0.9138	0.9559
0.4377	8.4848	560	0.9372	0.3247	0.9372	0.9681
0.4377	8.5152	562	0.9560	0.2583	0.9560	0.9777
0.4377	8.5455	564	0.9784	0.2821	0.9784	0.9892
0.4377	8.5758	566	0.9443	0.2583	0.9443	0.9718
0.4377	8.6061	568	0.8513	0.3464	0.8513	0.9227
0.4377	8.6364	570	0.7513	0.3569	0.7513	0.8668
0.4377	8.6667	572	0.7321	0.36	0.7321	0.8556
0.4377	8.6970	574	0.7727	0.3731	0.7727	0.8790
0.4377	8.7273	576	0.8612	0.3584	0.8612	0.9280
0.4377	8.7576	578	1.0011	0.2821	1.0011	1.0006
0.4377	8.7879	580	1.0995	0.2298	1.0995	1.0486
0.4377	8.8182	582	1.1469	0.2346	1.1469	1.0710
0.4377	8.8485	584	1.1431	0.2346	1.1431	1.0692
0.4377	8.8788	586	1.0671	0.2298	1.0671	1.0330
0.4377	8.9091	588	0.9626	0.2583	0.9626	0.9811
0.4377	8.9394	590	0.8930	0.2877	0.8930	0.9450
0.4377	8.9697	592	0.8515	0.3311	0.8515	0.9227
0.4377	9.0	594	0.8220	0.3231	0.8220	0.9067
0.4377	9.0303	596	0.8003	0.3569	0.8003	0.8946
0.4377	9.0606	598	0.8202	0.3231	0.8202	0.9056
0.4377	9.0909	600	0.8757	0.3356	0.8757	0.9358
0.4377	9.1212	602	0.9049	0.3067	0.9049	0.9513
0.4377	9.1515	604	0.9089	0.2593	0.9089	0.9534
0.4377	9.1818	606	0.9445	0.2583	0.9445	0.9718
0.4377	9.2121	608	0.9675	0.2583	0.9675	0.9836
0.4377	9.2424	610	0.9799	0.2583	0.9799	0.9899
0.4377	9.2727	612	0.9653	0.2583	0.9653	0.9825
0.4377	9.3030	614	0.9553	0.2787	0.9553	0.9774
0.4377	9.3333	616	0.9372	0.2787	0.9372	0.9681
0.4377	9.3636	618	0.9257	0.2787	0.9257	0.9621
0.4377	9.3939	620	0.9195	0.2787	0.9195	0.9589
0.4377	9.4242	622	0.9118	0.2787	0.9118	0.9549
0.4377	9.4545	624	0.9133	0.2787	0.9133	0.9557
0.4377	9.4848	626	0.9023	0.2787	0.9023	0.9499
0.4377	9.5152	628	0.9140	0.2787	0.9140	0.9560
0.4377	9.5455	630	0.9293	0.2583	0.9293	0.9640
0.4377	9.5758	632	0.9518	0.2583	0.9518	0.9756
0.4377	9.6061	634	0.9620	0.2583	0.9620	0.9808
0.4377	9.6364	636	0.9700	0.2583	0.9700	0.9849
0.4377	9.6667	638	0.9642	0.2583	0.9642	0.9819
0.4377	9.6970	640	0.9551	0.2583	0.9551	0.9773
0.4377	9.7273	642	0.9444	0.2583	0.9444	0.9718
0.4377	9.7576	644	0.9286	0.2583	0.9286	0.9636
0.4377	9.7879	646	0.9184	0.2583	0.9184	0.9584
0.4377	9.8182	648	0.9207	0.2583	0.9207	0.9595
0.4377	9.8485	650	0.9205	0.2583	0.9205	0.9594
0.4377	9.8788	652	0.9180	0.2583	0.9180	0.9581
0.4377	9.9091	654	0.9148	0.2583	0.9148	0.9565
0.4377	9.9394	656	0.9132	0.2583	0.9132	0.9556
0.4377	9.9697	658	0.9134	0.2583	0.9134	0.9557
0.4377	10.0	660	0.9126	0.2583	0.9126	0.9553

Framework versions

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