ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k12_task2_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: 0.8354
• Qwk: 0.4833
• Mse: 0.8354
• Rmse: 0.9140

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	0.0290	2	4.0238	-0.0242	4.0238	2.0059
No log	0.0580	4	2.3025	0.0488	2.3025	1.5174
No log	0.0870	6	1.1310	0.0569	1.1310	1.0635
No log	0.1159	8	1.1808	-0.0323	1.1808	1.0867
No log	0.1449	10	0.8254	-0.0111	0.8254	0.9085
No log	0.1739	12	0.7605	0.1404	0.7605	0.8721
No log	0.2029	14	0.7448	0.1442	0.7448	0.8630
No log	0.2319	16	0.7292	0.1469	0.7292	0.8539
No log	0.2609	18	0.7194	0.1754	0.7194	0.8482
No log	0.2899	20	0.7317	0.1786	0.7317	0.8554
No log	0.3188	22	0.7276	0.1952	0.7276	0.8530
No log	0.3478	24	0.7324	0.1297	0.7324	0.8558
No log	0.3768	26	0.7057	0.2673	0.7057	0.8401
No log	0.4058	28	0.6820	0.2289	0.6820	0.8259
No log	0.4348	30	0.7112	0.2058	0.7112	0.8433
No log	0.4638	32	0.6935	0.2539	0.6935	0.8328
No log	0.4928	34	0.7518	0.1967	0.7518	0.8671
No log	0.5217	36	0.8874	0.2255	0.8874	0.9420
No log	0.5507	38	0.7377	0.2737	0.7377	0.8589
No log	0.5797	40	0.6961	0.2781	0.6961	0.8343
No log	0.6087	42	0.6968	0.2871	0.6968	0.8347
No log	0.6377	44	0.7699	0.3178	0.7699	0.8775
No log	0.6667	46	0.7654	0.3111	0.7654	0.8749
No log	0.6957	48	0.6789	0.3288	0.6789	0.8239
No log	0.7246	50	0.6389	0.3454	0.6389	0.7993
No log	0.7536	52	0.6560	0.3392	0.6560	0.8099
No log	0.7826	54	0.5879	0.3489	0.5879	0.7667
No log	0.8116	56	0.5944	0.4078	0.5944	0.7710
No log	0.8406	58	0.8917	0.3309	0.8917	0.9443
No log	0.8696	60	0.9754	0.3202	0.9754	0.9876
No log	0.8986	62	0.8959	0.3201	0.8959	0.9465
No log	0.9275	64	0.8341	0.3872	0.8341	0.9133
No log	0.9565	66	0.6987	0.4642	0.6987	0.8359
No log	0.9855	68	0.6687	0.4706	0.6687	0.8177
No log	1.0145	70	0.6409	0.4901	0.6409	0.8006
No log	1.0435	72	0.7095	0.5165	0.7095	0.8423
No log	1.0725	74	0.7974	0.4327	0.7974	0.8930
No log	1.1014	76	0.8137	0.4457	0.8137	0.9020
No log	1.1304	78	0.7588	0.4587	0.7588	0.8711
No log	1.1594	80	0.6808	0.4722	0.6808	0.8251
No log	1.1884	82	0.6479	0.4931	0.6479	0.8049
No log	1.2174	84	0.6527	0.4388	0.6527	0.8079
No log	1.2464	86	0.6986	0.4207	0.6986	0.8358
No log	1.2754	88	0.7043	0.4286	0.7043	0.8392
No log	1.3043	90	0.7262	0.4871	0.7262	0.8522
No log	1.3333	92	0.7185	0.5023	0.7185	0.8476
No log	1.3623	94	0.7412	0.5259	0.7412	0.8609
No log	1.3913	96	0.9116	0.4825	0.9116	0.9548
No log	1.4203	98	1.0101	0.4583	1.0101	1.0051
No log	1.4493	100	0.8121	0.5139	0.8121	0.9012
No log	1.4783	102	0.6390	0.5344	0.6390	0.7994
No log	1.5072	104	0.6623	0.5330	0.6623	0.8138
No log	1.5362	106	0.6352	0.5238	0.6352	0.7970
No log	1.5652	108	0.6830	0.5431	0.6830	0.8264
No log	1.5942	110	0.7202	0.5249	0.7202	0.8486
No log	1.6232	112	0.7466	0.4977	0.7466	0.8641
No log	1.6522	114	0.8196	0.4833	0.8196	0.9053
No log	1.6812	116	0.9964	0.4847	0.9964	0.9982
No log	1.7101	118	1.1287	0.4620	1.1287	1.0624
No log	1.7391	120	0.8450	0.4648	0.8450	0.9193
No log	1.7681	122	0.6084	0.4372	0.6084	0.7800
No log	1.7971	124	0.6365	0.3811	0.6365	0.7978
No log	1.8261	126	0.6100	0.3796	0.6100	0.7811
No log	1.8551	128	0.6519	0.5092	0.6519	0.8074
No log	1.8841	130	0.9080	0.4671	0.9080	0.9529
No log	1.9130	132	1.0542	0.4096	1.0542	1.0268
No log	1.9420	134	0.8291	0.4661	0.8291	0.9106
No log	1.9710	136	0.6931	0.4937	0.6931	0.8325
No log	2.0	138	0.7258	0.5448	0.7258	0.8520
No log	2.0290	140	0.7495	0.5430	0.7495	0.8657
No log	2.0580	142	0.7791	0.5248	0.7791	0.8827
No log	2.0870	144	0.8375	0.4223	0.8375	0.9152
No log	2.1159	146	1.0878	0.4736	1.0878	1.0430
No log	2.1449	148	1.3511	0.3784	1.3511	1.1623
No log	2.1739	150	1.3189	0.4017	1.3189	1.1484
No log	2.2029	152	1.2538	0.4277	1.2538	1.1197
No log	2.2319	154	1.3280	0.4029	1.3280	1.1524
No log	2.2609	156	1.2207	0.4422	1.2207	1.1049
No log	2.2899	158	1.1106	0.4700	1.1106	1.0538
No log	2.3188	160	1.1865	0.4166	1.1865	1.0893
No log	2.3478	162	1.0332	0.4652	1.0332	1.0165
No log	2.3768	164	0.9080	0.4808	0.9080	0.9529
No log	2.4058	166	0.7641	0.4574	0.7641	0.8741
No log	2.4348	168	0.7231	0.4687	0.7231	0.8503
No log	2.4638	170	0.7103	0.4867	0.7103	0.8428
No log	2.4928	172	0.7942	0.4773	0.7942	0.8912
No log	2.5217	174	0.9698	0.4446	0.9698	0.9848
No log	2.5507	176	0.9939	0.4451	0.9939	0.9969
No log	2.5797	178	0.8250	0.4607	0.8250	0.9083
No log	2.6087	180	0.7751	0.4968	0.7751	0.8804
No log	2.6377	182	0.8380	0.4568	0.8380	0.9154
No log	2.6667	184	0.8380	0.4572	0.8380	0.9154
No log	2.6957	186	0.7129	0.5306	0.7129	0.8444
No log	2.7246	188	0.7263	0.5255	0.7263	0.8522
No log	2.7536	190	0.8420	0.4947	0.8420	0.9176
No log	2.7826	192	0.8725	0.4690	0.8725	0.9341
No log	2.8116	194	1.0521	0.4418	1.0521	1.0257
No log	2.8406	196	1.1567	0.4422	1.1567	1.0755
No log	2.8696	198	0.9654	0.4751	0.9654	0.9826
No log	2.8986	200	0.8914	0.4986	0.8914	0.9441
No log	2.9275	202	0.9325	0.4964	0.9325	0.9657
No log	2.9565	204	1.1468	0.4387	1.1468	1.0709
No log	2.9855	206	1.2255	0.4316	1.2255	1.1070
No log	3.0145	208	1.0128	0.4491	1.0128	1.0064
No log	3.0435	210	0.8019	0.5040	0.8019	0.8955
No log	3.0725	212	0.7129	0.5140	0.7129	0.8444
No log	3.1014	214	0.7055	0.5178	0.7055	0.8399
No log	3.1304	216	0.7450	0.5179	0.7450	0.8631
No log	3.1594	218	0.8302	0.4897	0.8302	0.9112
No log	3.1884	220	0.8598	0.5072	0.8598	0.9272
No log	3.2174	222	0.9598	0.4971	0.9598	0.9797
No log	3.2464	224	0.9801	0.5026	0.9801	0.9900
No log	3.2754	226	0.8986	0.4838	0.8986	0.9479
No log	3.3043	228	0.8880	0.4742	0.8880	0.9423
No log	3.3333	230	0.9979	0.5177	0.9979	0.9989
No log	3.3623	232	1.3371	0.4199	1.3371	1.1563
No log	3.3913	234	1.4369	0.3945	1.4369	1.1987
No log	3.4203	236	1.3538	0.4006	1.3538	1.1635
No log	3.4493	238	1.1600	0.4319	1.1600	1.0770
No log	3.4783	240	1.0195	0.4672	1.0195	1.0097
No log	3.5072	242	1.0923	0.4573	1.0923	1.0451
No log	3.5362	244	1.2684	0.4345	1.2684	1.1262
No log	3.5652	246	1.2082	0.4562	1.2082	1.0992
No log	3.5942	248	1.0264	0.4575	1.0264	1.0131
No log	3.6232	250	0.8656	0.4793	0.8656	0.9304
No log	3.6522	252	0.8194	0.4917	0.8194	0.9052
No log	3.6812	254	0.8587	0.4951	0.8587	0.9267
No log	3.7101	256	0.9574	0.4521	0.9574	0.9784
No log	3.7391	258	0.9177	0.4524	0.9177	0.9580
No log	3.7681	260	0.8599	0.4719	0.8599	0.9273
No log	3.7971	262	0.8402	0.4719	0.8402	0.9166
No log	3.8261	264	0.8535	0.4582	0.8535	0.9238
No log	3.8551	266	0.8778	0.4579	0.8778	0.9369
No log	3.8841	268	1.0399	0.4219	1.0399	1.0198
No log	3.9130	270	1.0319	0.4219	1.0319	1.0158
No log	3.9420	272	0.8784	0.4846	0.8784	0.9373
No log	3.9710	274	0.7633	0.5414	0.7633	0.8737
No log	4.0	276	0.7523	0.5211	0.7523	0.8674
No log	4.0290	278	0.7981	0.5194	0.7981	0.8933
No log	4.0580	280	0.9058	0.4956	0.9058	0.9517
No log	4.0870	282	0.9143	0.4727	0.9143	0.9562
No log	4.1159	284	0.8655	0.5257	0.8655	0.9303
No log	4.1449	286	0.8526	0.5257	0.8526	0.9234
No log	4.1739	288	0.8930	0.4676	0.8930	0.9450
No log	4.2029	290	1.0519	0.4470	1.0519	1.0256
No log	4.2319	292	1.0252	0.4576	1.0252	1.0125
No log	4.2609	294	0.9063	0.4485	0.9063	0.9520
No log	4.2899	296	0.7761	0.5032	0.7761	0.8810
No log	4.3188	298	0.7356	0.5153	0.7356	0.8577
No log	4.3478	300	0.7389	0.5082	0.7389	0.8596
No log	4.3768	302	0.8211	0.4881	0.8211	0.9061
No log	4.4058	304	0.9458	0.4313	0.9458	0.9725
No log	4.4348	306	0.9031	0.4540	0.9031	0.9503
No log	4.4638	308	0.8173	0.4937	0.8173	0.9040
No log	4.4928	310	0.7645	0.5321	0.7645	0.8744
No log	4.5217	312	0.7867	0.5181	0.7867	0.8870
No log	4.5507	314	0.8962	0.4773	0.8962	0.9467
No log	4.5797	316	1.0046	0.4509	1.0046	1.0023
No log	4.6087	318	1.0054	0.4448	1.0054	1.0027
No log	4.6377	320	0.9880	0.4482	0.9880	0.9940
No log	4.6667	322	0.9062	0.4379	0.9062	0.9519
No log	4.6957	324	0.7926	0.5159	0.7926	0.8903
No log	4.7246	326	0.7850	0.5115	0.7850	0.8860
No log	4.7536	328	0.8502	0.5116	0.8502	0.9221
No log	4.7826	330	0.9310	0.4594	0.9310	0.9649
No log	4.8116	332	0.8922	0.4521	0.8922	0.9446
No log	4.8406	334	0.8178	0.475	0.8178	0.9043
No log	4.8696	336	0.7233	0.5003	0.7233	0.8505
No log	4.8986	338	0.6973	0.5068	0.6973	0.8350
No log	4.9275	340	0.7187	0.4994	0.7187	0.8477
No log	4.9565	342	0.7951	0.4862	0.7951	0.8917
No log	4.9855	344	0.8785	0.4575	0.8785	0.9373
No log	5.0145	346	0.9061	0.4648	0.9061	0.9519
No log	5.0435	348	0.9164	0.4644	0.9164	0.9573
No log	5.0725	350	0.8441	0.4890	0.8441	0.9188
No log	5.1014	352	0.7776	0.5180	0.7776	0.8818
No log	5.1304	354	0.7810	0.5145	0.7810	0.8837
No log	5.1594	356	0.8054	0.5192	0.8054	0.8975
No log	5.1884	358	0.8537	0.5458	0.8537	0.9239
No log	5.2174	360	0.8838	0.4901	0.8838	0.9401
No log	5.2464	362	0.8702	0.4886	0.8702	0.9328
No log	5.2754	364	0.8143	0.4778	0.8143	0.9024
No log	5.3043	366	0.8447	0.4626	0.8447	0.9191
No log	5.3333	368	0.8215	0.4626	0.8215	0.9064
No log	5.3623	370	0.8082	0.4878	0.8082	0.8990
No log	5.3913	372	0.7722	0.5214	0.7722	0.8787
No log	5.4203	374	0.7931	0.4989	0.7931	0.8906
No log	5.4493	376	0.7990	0.5186	0.7990	0.8938
No log	5.4783	378	0.8501	0.5162	0.8501	0.9220
No log	5.5072	380	0.9043	0.5199	0.9043	0.9509
No log	5.5362	382	0.9227	0.4930	0.9227	0.9606
No log	5.5652	384	0.9875	0.4461	0.9875	0.9937
No log	5.5942	386	0.9249	0.4746	0.9249	0.9617
No log	5.6232	388	0.7941	0.5489	0.7941	0.8911
No log	5.6522	390	0.7304	0.5150	0.7304	0.8546
No log	5.6812	392	0.7128	0.5150	0.7128	0.8443
No log	5.7101	394	0.7576	0.5270	0.7576	0.8704
No log	5.7391	396	0.9080	0.4621	0.9080	0.9529
No log	5.7681	398	1.0319	0.4506	1.0319	1.0158
No log	5.7971	400	1.0024	0.4663	1.0024	1.0012
No log	5.8261	402	0.8620	0.4773	0.8620	0.9284
No log	5.8551	404	0.7344	0.5214	0.7344	0.8570
No log	5.8841	406	0.6824	0.5374	0.6824	0.8261
No log	5.9130	408	0.6953	0.5449	0.6953	0.8339
No log	5.9420	410	0.7470	0.5180	0.7470	0.8643
No log	5.9710	412	0.8848	0.5005	0.8848	0.9406
No log	6.0	414	1.0660	0.4630	1.0660	1.0325
No log	6.0290	416	1.1036	0.4533	1.1036	1.0505
No log	6.0580	418	1.0256	0.4782	1.0256	1.0127
No log	6.0870	420	0.9039	0.5041	0.9039	0.9507
No log	6.1159	422	0.8155	0.5307	0.8155	0.9031
No log	6.1449	424	0.7884	0.5198	0.7884	0.8879
No log	6.1739	426	0.8191	0.5149	0.8191	0.9050
No log	6.2029	428	0.8756	0.4566	0.8756	0.9358
No log	6.2319	430	0.8596	0.4566	0.8596	0.9272
No log	6.2609	432	0.8303	0.4786	0.8303	0.9112
No log	6.2899	434	0.7941	0.4956	0.7941	0.8911
No log	6.3188	436	0.7856	0.5032	0.7856	0.8863
No log	6.3478	438	0.7790	0.4961	0.7790	0.8826
No log	6.3768	440	0.7836	0.4953	0.7836	0.8852
No log	6.4058	442	0.8116	0.4922	0.8116	0.9009
No log	6.4348	444	0.8488	0.4565	0.8488	0.9213
No log	6.4638	446	0.8790	0.4773	0.8790	0.9375
No log	6.4928	448	0.9006	0.4720	0.9006	0.9490
No log	6.5217	450	0.9110	0.4715	0.9110	0.9544
No log	6.5507	452	0.8816	0.4748	0.8816	0.9389
No log	6.5797	454	0.8121	0.4885	0.8121	0.9011
No log	6.6087	456	0.7559	0.5474	0.7559	0.8694
No log	6.6377	458	0.7661	0.5393	0.7661	0.8753
No log	6.6667	460	0.7668	0.5272	0.7668	0.8757
No log	6.6957	462	0.7477	0.5365	0.7477	0.8647
No log	6.7246	464	0.7431	0.5365	0.7431	0.8620
No log	6.7536	466	0.7347	0.5365	0.7347	0.8572
No log	6.7826	468	0.7115	0.5505	0.7115	0.8435
No log	6.8116	470	0.7192	0.5506	0.7192	0.8480
No log	6.8406	472	0.7421	0.5287	0.7421	0.8614
No log	6.8696	474	0.7842	0.5237	0.7842	0.8855
No log	6.8986	476	0.8020	0.5147	0.8020	0.8956
No log	6.9275	478	0.8173	0.4868	0.8173	0.9040
No log	6.9565	480	0.8468	0.4665	0.8468	0.9202
No log	6.9855	482	0.8074	0.5016	0.8074	0.8986
No log	7.0145	484	0.7720	0.5216	0.7720	0.8787
No log	7.0435	486	0.7853	0.5024	0.7853	0.8862
No log	7.0725	488	0.8314	0.4609	0.8314	0.9118
No log	7.1014	490	0.9184	0.4608	0.9184	0.9583
No log	7.1304	492	0.9512	0.4650	0.9512	0.9753
No log	7.1594	494	0.9199	0.4681	0.9199	0.9591
No log	7.1884	496	0.8620	0.4562	0.8620	0.9284
No log	7.2174	498	0.8384	0.5008	0.8384	0.9156
0.4484	7.2464	500	0.8076	0.5063	0.8076	0.8987
0.4484	7.2754	502	0.8229	0.4987	0.8229	0.9071
0.4484	7.3043	504	0.8676	0.4865	0.8676	0.9315
0.4484	7.3333	506	0.8783	0.4668	0.8783	0.9372
0.4484	7.3623	508	0.8855	0.4668	0.8855	0.9410
0.4484	7.3913	510	0.8642	0.4791	0.8642	0.9296
0.4484	7.4203	512	0.8318	0.4897	0.8318	0.9120
0.4484	7.4493	514	0.7719	0.5149	0.7719	0.8786
0.4484	7.4783	516	0.7509	0.5137	0.7509	0.8666
0.4484	7.5072	518	0.7591	0.5105	0.7591	0.8713
0.4484	7.5362	520	0.7888	0.5003	0.7888	0.8881
0.4484	7.5652	522	0.8413	0.4752	0.8413	0.9172
0.4484	7.5942	524	0.8516	0.4732	0.8516	0.9228
0.4484	7.6232	526	0.8451	0.4780	0.8451	0.9193
0.4484	7.6522	528	0.8322	0.4746	0.8322	0.9122
0.4484	7.6812	530	0.8088	0.4728	0.8088	0.8993
0.4484	7.7101	532	0.8365	0.4715	0.8365	0.9146
0.4484	7.7391	534	0.8948	0.4380	0.8948	0.9459
0.4484	7.7681	536	0.9189	0.4443	0.9189	0.9586
0.4484	7.7971	538	0.8919	0.4457	0.8919	0.9444
0.4484	7.8261	540	0.8413	0.4647	0.8413	0.9172
0.4484	7.8551	542	0.8304	0.4973	0.8304	0.9112
0.4484	7.8841	544	0.8195	0.5110	0.8195	0.9052
0.4484	7.9130	546	0.8078	0.5054	0.8078	0.8988
0.4484	7.9420	548	0.7979	0.5177	0.7979	0.8932
0.4484	7.9710	550	0.7916	0.5192	0.7916	0.8897
0.4484	8.0	552	0.8049	0.5172	0.8049	0.8972
0.4484	8.0290	554	0.8159	0.5025	0.8159	0.9033
0.4484	8.0580	556	0.8466	0.4871	0.8466	0.9201
0.4484	8.0870	558	0.8621	0.4966	0.8621	0.9285
0.4484	8.1159	560	0.8522	0.4865	0.8522	0.9231
0.4484	8.1449	562	0.8568	0.4904	0.8568	0.9256
0.4484	8.1739	564	0.8526	0.4910	0.8526	0.9234
0.4484	8.2029	566	0.8510	0.4973	0.8510	0.9225
0.4484	8.2319	568	0.8439	0.4910	0.8439	0.9187
0.4484	8.2609	570	0.8304	0.4858	0.8304	0.9113
0.4484	8.2899	572	0.8137	0.4935	0.8137	0.9021
0.4484	8.3188	574	0.8202	0.4852	0.8202	0.9056
0.4484	8.3478	576	0.8181	0.4858	0.8181	0.9045
0.4484	8.3768	578	0.8265	0.4808	0.8265	0.9091
0.4484	8.4058	580	0.8392	0.4615	0.8392	0.9161
0.4484	8.4348	582	0.8312	0.4615	0.8312	0.9117
0.4484	8.4638	584	0.8315	0.4619	0.8315	0.9118
0.4484	8.4928	586	0.8510	0.4644	0.8510	0.9225
0.4484	8.5217	588	0.8587	0.4575	0.8587	0.9267
0.4484	8.5507	590	0.8453	0.4661	0.8453	0.9194
0.4484	8.5797	592	0.8423	0.4822	0.8423	0.9178
0.4484	8.6087	594	0.8309	0.4908	0.8309	0.9115
0.4484	8.6377	596	0.8296	0.4908	0.8296	0.9108
0.4484	8.6667	598	0.8390	0.4908	0.8390	0.9160
0.4484	8.6957	600	0.8357	0.4908	0.8357	0.9142
0.4484	8.7246	602	0.8232	0.4908	0.8232	0.9073
0.4484	8.7536	604	0.8078	0.5102	0.8078	0.8988
0.4484	8.7826	606	0.8094	0.5102	0.8094	0.8997
0.4484	8.8116	608	0.8192	0.4908	0.8192	0.9051
0.4484	8.8406	610	0.8317	0.4886	0.8317	0.9120
0.4484	8.8696	612	0.8414	0.4877	0.8414	0.9173
0.4484	8.8986	614	0.8417	0.4877	0.8417	0.9174
0.4484	8.9275	616	0.8397	0.4812	0.8397	0.9163
0.4484	8.9565	618	0.8248	0.4812	0.8248	0.9082
0.4484	8.9855	620	0.8046	0.4833	0.8046	0.8970
0.4484	9.0145	622	0.7914	0.4957	0.7914	0.8896
0.4484	9.0435	624	0.7819	0.5082	0.7819	0.8842
0.4484	9.0725	626	0.7852	0.4956	0.7852	0.8861
0.4484	9.1014	628	0.7831	0.4901	0.7831	0.8849
0.4484	9.1304	630	0.7796	0.4901	0.7796	0.8829
0.4484	9.1594	632	0.7813	0.4956	0.7813	0.8839
0.4484	9.1884	634	0.7800	0.5023	0.7800	0.8832
0.4484	9.2174	636	0.7839	0.5091	0.7839	0.8854
0.4484	9.2464	638	0.7874	0.5216	0.7874	0.8874
0.4484	9.2754	640	0.7957	0.4965	0.7957	0.8920
0.4484	9.3043	642	0.8066	0.4833	0.8066	0.8981
0.4484	9.3333	644	0.8115	0.4833	0.8115	0.9008
0.4484	9.3623	646	0.8229	0.4706	0.8229	0.9071
0.4484	9.3913	648	0.8404	0.4690	0.8404	0.9167
0.4484	9.4203	650	0.8540	0.4681	0.8540	0.9241
0.4484	9.4493	652	0.8646	0.4705	0.8646	0.9298
0.4484	9.4783	654	0.8673	0.4705	0.8673	0.9313
0.4484	9.5072	656	0.8631	0.4717	0.8631	0.9290
0.4484	9.5362	658	0.8552	0.4742	0.8552	0.9248
0.4484	9.5652	660	0.8484	0.4752	0.8484	0.9211
0.4484	9.5942	662	0.8442	0.4706	0.8442	0.9188
0.4484	9.6232	664	0.8383	0.4706	0.8383	0.9156
0.4484	9.6522	666	0.8333	0.4833	0.8333	0.9129
0.4484	9.6812	668	0.8308	0.4833	0.8308	0.9115
0.4484	9.7101	670	0.8276	0.4843	0.8276	0.9097
0.4484	9.7391	672	0.8299	0.4843	0.8299	0.9110
0.4484	9.7681	674	0.8337	0.4833	0.8337	0.9131
0.4484	9.7971	676	0.8373	0.4833	0.8373	0.9151
0.4484	9.8261	678	0.8388	0.4833	0.8388	0.9158
0.4484	9.8551	680	0.8373	0.4833	0.8373	0.9150
0.4484	9.8841	682	0.8365	0.4833	0.8365	0.9146
0.4484	9.9130	684	0.8361	0.4833	0.8361	0.9144
0.4484	9.9420	686	0.8358	0.4833	0.8358	0.9142
0.4484	9.9710	688	0.8357	0.4833	0.8357	0.9142
0.4484	10.0	690	0.8354	0.4833	0.8354	0.9140

Framework versions

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