ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k18_task5_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: 0.7339
• Qwk: 0.6982
• Mse: 0.7339
• Rmse: 0.8567

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	0.0282	2	2.3554	0.0077	2.3554	1.5347
No log	0.0563	4	1.5272	0.2436	1.5272	1.2358
No log	0.0845	6	1.4229	0.1495	1.4229	1.1928
No log	0.1127	8	1.6551	0.1884	1.6551	1.2865
No log	0.1408	10	1.9509	0.2689	1.9509	1.3967
No log	0.1690	12	2.1525	0.1787	2.1525	1.4671
No log	0.1972	14	2.1508	0.1713	2.1508	1.4665
No log	0.2254	16	1.8575	0.2381	1.8575	1.3629
No log	0.2535	18	1.6809	0.2493	1.6809	1.2965
No log	0.2817	20	1.5921	0.2310	1.5921	1.2618
No log	0.3099	22	1.5655	0.2427	1.5655	1.2512
No log	0.3380	24	1.5024	0.1931	1.5024	1.2257
No log	0.3662	26	1.5019	0.1984	1.5019	1.2255
No log	0.3944	28	1.5898	0.3082	1.5898	1.2609
No log	0.4225	30	1.6359	0.3137	1.6359	1.2790
No log	0.4507	32	1.6052	0.3456	1.6052	1.2670
No log	0.4789	34	1.6121	0.3445	1.6121	1.2697
No log	0.5070	36	1.6603	0.3370	1.6603	1.2885
No log	0.5352	38	1.7199	0.3581	1.7199	1.3115
No log	0.5634	40	1.6359	0.3275	1.6359	1.2790
No log	0.5915	42	1.6354	0.3476	1.6354	1.2788
No log	0.6197	44	1.6390	0.3476	1.6390	1.2802
No log	0.6479	46	1.4390	0.2542	1.4390	1.1996
No log	0.6761	48	1.3386	0.2578	1.3386	1.1570
No log	0.7042	50	1.4020	0.2926	1.4020	1.1841
No log	0.7324	52	1.5920	0.3365	1.5920	1.2618
No log	0.7606	54	1.9310	0.2859	1.9310	1.3896
No log	0.7887	56	2.1101	0.3035	2.1101	1.4526
No log	0.8169	58	2.0538	0.3215	2.0538	1.4331
No log	0.8451	60	2.1005	0.3220	2.1005	1.4493
No log	0.8732	62	1.8596	0.3571	1.8596	1.3637
No log	0.9014	64	1.4048	0.3807	1.4048	1.1853
No log	0.9296	66	1.1503	0.4907	1.1503	1.0725
No log	0.9577	68	1.1431	0.5050	1.1431	1.0692
No log	0.9859	70	1.1512	0.4997	1.1512	1.0729
No log	1.0141	72	1.2967	0.5015	1.2967	1.1387
No log	1.0423	74	1.5069	0.4672	1.5069	1.2275
No log	1.0704	76	1.6223	0.4506	1.6223	1.2737
No log	1.0986	78	1.4071	0.4920	1.4071	1.1862
No log	1.1268	80	1.2811	0.5303	1.2811	1.1319
No log	1.1549	82	1.3658	0.5180	1.3658	1.1687
No log	1.1831	84	1.6046	0.4799	1.6046	1.2667
No log	1.2113	86	1.6018	0.4875	1.6018	1.2656
No log	1.2394	88	1.5267	0.5096	1.5267	1.2356
No log	1.2676	90	1.2397	0.5625	1.2397	1.1134
No log	1.2958	92	0.9662	0.6049	0.9662	0.9829
No log	1.3239	94	0.9866	0.6049	0.9866	0.9933
No log	1.3521	96	1.2769	0.5173	1.2769	1.1300
No log	1.3803	98	1.8556	0.4309	1.8556	1.3622
No log	1.4085	100	1.9058	0.4181	1.9058	1.3805
No log	1.4366	102	1.6486	0.4914	1.6486	1.2840
No log	1.4648	104	1.3240	0.5488	1.3240	1.1507
No log	1.4930	106	0.9885	0.6097	0.9885	0.9942
No log	1.5211	108	0.9431	0.6239	0.9431	0.9711
No log	1.5493	110	1.0186	0.5653	1.0186	1.0093
No log	1.5775	112	1.2456	0.5901	1.2456	1.1160
No log	1.6056	114	1.2847	0.5738	1.2847	1.1334
No log	1.6338	116	1.0650	0.6003	1.0650	1.0320
No log	1.6620	118	0.7662	0.6675	0.7662	0.8754
No log	1.6901	120	0.7251	0.6530	0.7251	0.8515
No log	1.7183	122	0.6963	0.6537	0.6963	0.8345
No log	1.7465	124	0.6898	0.6745	0.6898	0.8305
No log	1.7746	126	0.7728	0.6827	0.7728	0.8791
No log	1.8028	128	0.8947	0.6528	0.8947	0.9459
No log	1.8310	130	0.8992	0.6298	0.8992	0.9483
No log	1.8592	132	0.9158	0.5670	0.9158	0.9570
No log	1.8873	134	0.9790	0.4932	0.9790	0.9895
No log	1.9155	136	0.9671	0.5173	0.9671	0.9834
No log	1.9437	138	0.9857	0.5464	0.9857	0.9928
No log	1.9718	140	0.9470	0.6318	0.9470	0.9731
No log	2.0	142	0.9650	0.6455	0.9650	0.9823
No log	2.0282	144	0.8142	0.6933	0.8142	0.9023
No log	2.0563	146	0.7235	0.7037	0.7235	0.8506
No log	2.0845	148	0.7656	0.6970	0.7656	0.8750
No log	2.1127	150	1.0039	0.6115	1.0039	1.0019
No log	2.1408	152	1.2806	0.5874	1.2806	1.1316
No log	2.1690	154	1.2126	0.5747	1.2126	1.1012
No log	2.1972	156	0.9550	0.6232	0.9550	0.9772
No log	2.2254	158	0.9051	0.6750	0.9051	0.9514
No log	2.2535	160	1.0356	0.6005	1.0356	1.0177
No log	2.2817	162	1.1158	0.5883	1.1158	1.0563
No log	2.3099	164	1.2830	0.5818	1.2830	1.1327
No log	2.3380	166	1.7328	0.5459	1.7328	1.3164
No log	2.3662	168	1.9835	0.5237	1.9835	1.4084
No log	2.3944	170	1.7167	0.5367	1.7167	1.3102
No log	2.4225	172	1.1932	0.6031	1.1932	1.0923
No log	2.4507	174	0.8506	0.6833	0.8506	0.9223
No log	2.4789	176	0.7301	0.6953	0.7301	0.8545
No log	2.5070	178	0.7678	0.7056	0.7678	0.8762
No log	2.5352	180	0.9524	0.6070	0.9524	0.9759
No log	2.5634	182	1.1498	0.6037	1.1498	1.0723
No log	2.5915	184	1.1496	0.6066	1.1496	1.0722
No log	2.6197	186	1.2882	0.5747	1.2882	1.1350
No log	2.6479	188	1.2545	0.5823	1.2545	1.1201
No log	2.6761	190	1.0220	0.6231	1.0220	1.0109
No log	2.7042	192	0.8100	0.6836	0.8100	0.9000
No log	2.7324	194	0.7899	0.7006	0.7899	0.8888
No log	2.7606	196	0.8310	0.6744	0.8310	0.9116
No log	2.7887	198	0.8792	0.6797	0.8792	0.9377
No log	2.8169	200	0.8411	0.6835	0.8411	0.9171
No log	2.8451	202	0.8819	0.6726	0.8819	0.9391
No log	2.8732	204	0.8533	0.6878	0.8533	0.9237
No log	2.9014	206	0.7326	0.6878	0.7326	0.8559
No log	2.9296	208	0.7113	0.7026	0.7113	0.8434
No log	2.9577	210	0.6897	0.7078	0.6897	0.8305
No log	2.9859	212	0.6765	0.6760	0.6765	0.8225
No log	3.0141	214	0.7031	0.7016	0.7031	0.8385
No log	3.0423	216	0.7669	0.6817	0.7669	0.8758
No log	3.0704	218	0.8152	0.6742	0.8152	0.9029
No log	3.0986	220	0.7691	0.6742	0.7691	0.8770
No log	3.1268	222	0.7998	0.6869	0.7998	0.8943
No log	3.1549	224	0.8776	0.6663	0.8776	0.9368
No log	3.1831	226	0.8701	0.6843	0.8701	0.9328
No log	3.2113	228	0.9190	0.6878	0.9190	0.9586
No log	3.2394	230	1.0033	0.6232	1.0033	1.0017
No log	3.2676	232	0.8948	0.7055	0.8948	0.9460
No log	3.2958	234	0.7153	0.7046	0.7153	0.8458
No log	3.3239	236	0.6910	0.7164	0.6910	0.8312
No log	3.3521	238	0.7195	0.7164	0.7195	0.8482
No log	3.3803	240	0.7673	0.7063	0.7673	0.8760
No log	3.4085	242	0.7982	0.6938	0.7982	0.8934
No log	3.4366	244	0.8519	0.6930	0.8519	0.9230
No log	3.4648	246	0.8888	0.6734	0.8888	0.9428
No log	3.4930	248	0.9137	0.6636	0.9137	0.9559
No log	3.5211	250	1.0028	0.6617	1.0028	1.0014
No log	3.5493	252	1.1189	0.6310	1.1189	1.0578
No log	3.5775	254	1.1017	0.6150	1.1017	1.0496
No log	3.6056	256	1.0461	0.6544	1.0461	1.0228
No log	3.6338	258	0.9594	0.6698	0.9594	0.9795
No log	3.6620	260	0.8307	0.6734	0.8307	0.9114
No log	3.6901	262	0.8008	0.6779	0.8008	0.8949
No log	3.7183	264	0.7987	0.6779	0.7987	0.8937
No log	3.7465	266	0.8623	0.6734	0.8623	0.9286
No log	3.7746	268	1.0148	0.6514	1.0148	1.0074
No log	3.8028	270	0.9667	0.6523	0.9667	0.9832
No log	3.8310	272	0.8541	0.6849	0.8541	0.9242
No log	3.8592	274	0.8455	0.6932	0.8455	0.9195
No log	3.8873	276	0.8789	0.7034	0.8789	0.9375
No log	3.9155	278	0.8341	0.7192	0.8341	0.9133
No log	3.9437	280	0.8532	0.7192	0.8532	0.9237
No log	3.9718	282	0.8814	0.7034	0.8814	0.9388
No log	4.0	284	0.8767	0.7187	0.8767	0.9363
No log	4.0282	286	0.9339	0.6997	0.9339	0.9664
No log	4.0563	288	0.9169	0.7068	0.9169	0.9575
No log	4.0845	290	0.8559	0.7303	0.8559	0.9251
No log	4.1127	292	0.8175	0.7269	0.8175	0.9041
No log	4.1408	294	0.9099	0.7270	0.9099	0.9539
No log	4.1690	296	0.9062	0.7167	0.9062	0.9520
No log	4.1972	298	0.8043	0.7120	0.8043	0.8968
No log	4.2254	300	0.8041	0.7156	0.8041	0.8967
No log	4.2535	302	0.9286	0.7089	0.9286	0.9636
No log	4.2817	304	1.0812	0.6464	1.0812	1.0398
No log	4.3099	306	1.0877	0.6464	1.0877	1.0429
No log	4.3380	308	0.9374	0.7095	0.9374	0.9682
No log	4.3662	310	0.7561	0.7143	0.7561	0.8696
No log	4.3944	312	0.6875	0.7228	0.6875	0.8291
No log	4.4225	314	0.6893	0.7228	0.6893	0.8303
No log	4.4507	316	0.7600	0.7232	0.7600	0.8718
No log	4.4789	318	0.9644	0.7051	0.9644	0.9820
No log	4.5070	320	1.1715	0.5918	1.1715	1.0824
No log	4.5352	322	1.2101	0.5767	1.2101	1.1001
No log	4.5634	324	1.0558	0.6512	1.0558	1.0275
No log	4.5915	326	0.8683	0.6653	0.8683	0.9318
No log	4.6197	328	0.7231	0.6677	0.7231	0.8504
No log	4.6479	330	0.6789	0.6781	0.6789	0.8240
No log	4.6761	332	0.6738	0.6759	0.6738	0.8209
No log	4.7042	334	0.7002	0.6796	0.7002	0.8368
No log	4.7324	336	0.7914	0.7048	0.7914	0.8896
No log	4.7606	338	0.9150	0.7028	0.9150	0.9566
No log	4.7887	340	0.9684	0.7028	0.9684	0.9841
No log	4.8169	342	0.9500	0.7028	0.9500	0.9747
No log	4.8451	344	0.8783	0.6966	0.8783	0.9372
No log	4.8732	346	0.7924	0.6964	0.7924	0.8902
No log	4.9014	348	0.7314	0.6836	0.7314	0.8552
No log	4.9296	350	0.6899	0.6950	0.6899	0.8306
No log	4.9577	352	0.6958	0.6950	0.6958	0.8341
No log	4.9859	354	0.7191	0.7063	0.7191	0.8480
No log	5.0141	356	0.7889	0.7178	0.7889	0.8882
No log	5.0423	358	0.9138	0.6813	0.9138	0.9559
No log	5.0704	360	0.9416	0.6746	0.9416	0.9703
No log	5.0986	362	0.9523	0.6585	0.9523	0.9759
No log	5.1268	364	0.8632	0.7167	0.8632	0.9291
No log	5.1549	366	0.7594	0.7113	0.7594	0.8714
No log	5.1831	368	0.6993	0.7076	0.6993	0.8362
No log	5.2113	370	0.6855	0.7105	0.6855	0.8279
No log	5.2394	372	0.7136	0.6861	0.7136	0.8448
No log	5.2676	374	0.7669	0.6903	0.7669	0.8757
No log	5.2958	376	0.8189	0.7000	0.8189	0.9050
No log	5.3239	378	0.7985	0.6964	0.7985	0.8936
No log	5.3521	380	0.7328	0.6771	0.7328	0.8560
No log	5.3803	382	0.7176	0.6771	0.7176	0.8471
No log	5.4085	384	0.6899	0.6988	0.6899	0.8306
No log	5.4366	386	0.6876	0.6943	0.6876	0.8292
No log	5.4648	388	0.7334	0.6905	0.7334	0.8564
No log	5.4930	390	0.7507	0.6861	0.7507	0.8664
No log	5.5211	392	0.7806	0.7048	0.7806	0.8835
No log	5.5493	394	0.7614	0.7039	0.7614	0.8726
No log	5.5775	396	0.7442	0.7289	0.7442	0.8626
No log	5.6056	398	0.7585	0.7246	0.7585	0.8709
No log	5.6338	400	0.8138	0.7090	0.8138	0.9021
No log	5.6620	402	0.8682	0.7083	0.8682	0.9318
No log	5.6901	404	0.8943	0.6864	0.8943	0.9457
No log	5.7183	406	0.8388	0.7083	0.8388	0.9159
No log	5.7465	408	0.7584	0.6817	0.7584	0.8709
No log	5.7746	410	0.7196	0.6869	0.7196	0.8483
No log	5.8028	412	0.7149	0.6869	0.7149	0.8455
No log	5.8310	414	0.7452	0.6679	0.7452	0.8632
No log	5.8592	416	0.7762	0.6909	0.7762	0.8810
No log	5.8873	418	0.8499	0.6971	0.8499	0.9219
No log	5.9155	420	0.9295	0.6715	0.9295	0.9641
No log	5.9437	422	0.9663	0.6786	0.9663	0.9830
No log	5.9718	424	0.9215	0.6846	0.9215	0.9599
No log	6.0	426	0.8307	0.6793	0.8307	0.9114
No log	6.0282	428	0.7537	0.7108	0.7537	0.8682
No log	6.0563	430	0.7161	0.7092	0.7161	0.8462
No log	6.0845	432	0.7128	0.7044	0.7128	0.8443
No log	6.1127	434	0.7641	0.6984	0.7641	0.8741
No log	6.1408	436	0.7787	0.6984	0.7787	0.8824
No log	6.1690	438	0.7812	0.7044	0.7812	0.8839
No log	6.1972	440	0.8196	0.6876	0.8196	0.9053
No log	6.2254	442	0.8981	0.6725	0.8981	0.9477
No log	6.2535	444	0.9827	0.6539	0.9827	0.9913
No log	6.2817	446	0.9926	0.6549	0.9926	0.9963
No log	6.3099	448	0.9543	0.6632	0.9543	0.9769
No log	6.3380	450	0.8934	0.6840	0.8934	0.9452
No log	6.3662	452	0.8274	0.6914	0.8274	0.9096
No log	6.3944	454	0.8211	0.6830	0.8211	0.9062
No log	6.4225	456	0.8673	0.6742	0.8673	0.9313
No log	6.4507	458	0.9187	0.6742	0.9187	0.9585
No log	6.4789	460	0.9139	0.6742	0.9139	0.9560
No log	6.5070	462	0.8733	0.6553	0.8733	0.9345
No log	6.5352	464	0.8310	0.6757	0.8310	0.9116
No log	6.5634	466	0.8179	0.6825	0.8179	0.9044
No log	6.5915	468	0.8605	0.6690	0.8605	0.9276
No log	6.6197	470	0.8702	0.6907	0.8702	0.9328
No log	6.6479	472	0.8924	0.6907	0.8924	0.9447
No log	6.6761	474	0.9271	0.6782	0.9271	0.9628
No log	6.7042	476	0.9284	0.6899	0.9284	0.9636
No log	6.7324	478	0.8640	0.6810	0.8640	0.9295
No log	6.7606	480	0.8300	0.6940	0.8300	0.9110
No log	6.7887	482	0.8017	0.6698	0.8017	0.8954
No log	6.8169	484	0.8014	0.6698	0.8014	0.8952
No log	6.8451	486	0.8057	0.6604	0.8057	0.8976
No log	6.8732	488	0.8377	0.6901	0.8377	0.9153
No log	6.9014	490	0.8925	0.6817	0.8925	0.9447
No log	6.9296	492	0.9101	0.6899	0.9101	0.9540
No log	6.9577	494	0.8826	0.6994	0.8826	0.9395
No log	6.9859	496	0.8598	0.6994	0.8598	0.9272
No log	7.0141	498	0.8202	0.6896	0.8202	0.9057
0.3355	7.0423	500	0.8122	0.6811	0.8122	0.9012
0.3355	7.0704	502	0.7779	0.6824	0.7779	0.8820
0.3355	7.0986	504	0.7711	0.6824	0.7711	0.8781
0.3355	7.1268	506	0.7814	0.6891	0.7814	0.8840
0.3355	7.1549	508	0.7707	0.6801	0.7707	0.8779
0.3355	7.1831	510	0.7632	0.6793	0.7632	0.8736
0.3355	7.2113	512	0.7573	0.6793	0.7573	0.8702
0.3355	7.2394	514	0.7663	0.6801	0.7663	0.8754
0.3355	7.2676	516	0.7640	0.6763	0.7640	0.8741
0.3355	7.2958	518	0.7631	0.6763	0.7631	0.8736
0.3355	7.3239	520	0.7628	0.6763	0.7628	0.8734
0.3355	7.3521	522	0.7689	0.6801	0.7689	0.8769
0.3355	7.3803	524	0.7605	0.6763	0.7605	0.8721
0.3355	7.4085	526	0.7773	0.6801	0.7773	0.8817
0.3355	7.4366	528	0.7800	0.6891	0.7800	0.8832
0.3355	7.4648	530	0.7672	0.6891	0.7672	0.8759
0.3355	7.4930	532	0.7461	0.6837	0.7461	0.8638
0.3355	7.5211	534	0.7407	0.6837	0.7407	0.8606
0.3355	7.5493	536	0.7409	0.6792	0.7409	0.8608
0.3355	7.5775	538	0.7783	0.6593	0.7783	0.8822
0.3355	7.6056	540	0.8431	0.6654	0.8431	0.9182
0.3355	7.6338	542	0.8804	0.6803	0.8804	0.9383
0.3355	7.6620	544	0.8818	0.6770	0.8818	0.9390
0.3355	7.6901	546	0.8461	0.6579	0.8461	0.9198
0.3355	7.7183	548	0.7970	0.6615	0.7970	0.8927
0.3355	7.7465	550	0.7693	0.6802	0.7693	0.8771
0.3355	7.7746	552	0.7735	0.6893	0.7735	0.8795
0.3355	7.8028	554	0.8117	0.6615	0.8117	0.9009
0.3355	7.8310	556	0.8821	0.6870	0.8821	0.9392
0.3355	7.8592	558	0.9257	0.6870	0.9257	0.9621
0.3355	7.8873	560	0.9287	0.6876	0.9287	0.9637
0.3355	7.9155	562	0.8871	0.6876	0.8871	0.9419
0.3355	7.9437	564	0.8228	0.6847	0.8228	0.9071
0.3355	7.9718	566	0.7428	0.7035	0.7428	0.8618
0.3355	8.0	568	0.6776	0.6837	0.6776	0.8232
0.3355	8.0282	570	0.6549	0.7060	0.6549	0.8092
0.3355	8.0563	572	0.6587	0.6926	0.6587	0.8116
0.3355	8.0845	574	0.6773	0.6830	0.6773	0.8230
0.3355	8.1127	576	0.7078	0.6869	0.7078	0.8413
0.3355	8.1408	578	0.7311	0.6977	0.7311	0.8550
0.3355	8.1690	580	0.7645	0.6861	0.7645	0.8744
0.3355	8.1972	582	0.7986	0.6940	0.7986	0.8936
0.3355	8.2254	584	0.8170	0.6760	0.8170	0.9039
0.3355	8.2535	586	0.8158	0.6847	0.8158	0.9032
0.3355	8.2817	588	0.7925	0.6768	0.7925	0.8902
0.3355	8.3099	590	0.7636	0.6905	0.7636	0.8739
0.3355	8.3380	592	0.7267	0.6950	0.7267	0.8525
0.3355	8.3662	594	0.7030	0.6953	0.7030	0.8385
0.3355	8.3944	596	0.6897	0.6852	0.6897	0.8305
0.3355	8.4225	598	0.6907	0.6845	0.6907	0.8311
0.3355	8.4507	600	0.7100	0.6939	0.7100	0.8426
0.3355	8.4789	602	0.7384	0.6899	0.7384	0.8593
0.3355	8.5070	604	0.7719	0.6724	0.7719	0.8786
0.3355	8.5352	606	0.7903	0.6662	0.7903	0.8890
0.3355	8.5634	608	0.8167	0.6716	0.8167	0.9037
0.3355	8.5915	610	0.8218	0.6716	0.8218	0.9065
0.3355	8.6197	612	0.8218	0.6822	0.8218	0.9066
0.3355	8.6479	614	0.7942	0.6760	0.7942	0.8912
0.3355	8.6761	616	0.7653	0.6903	0.7653	0.8748
0.3355	8.7042	618	0.7521	0.6991	0.7521	0.8672
0.3355	8.7324	620	0.7390	0.7118	0.7390	0.8597
0.3355	8.7606	622	0.7249	0.7118	0.7249	0.8514
0.3355	8.7887	624	0.7280	0.7118	0.7280	0.8532
0.3355	8.8169	626	0.7340	0.7118	0.7340	0.8567
0.3355	8.8451	628	0.7391	0.7118	0.7391	0.8597
0.3355	8.8732	630	0.7372	0.7118	0.7372	0.8586
0.3355	8.9014	632	0.7356	0.7118	0.7356	0.8577
0.3355	8.9296	634	0.7295	0.7027	0.7295	0.8541
0.3355	8.9577	636	0.7343	0.6937	0.7343	0.8569
0.3355	8.9859	638	0.7449	0.6861	0.7449	0.8631
0.3355	9.0141	640	0.7472	0.6861	0.7472	0.8644
0.3355	9.0423	642	0.7493	0.6947	0.7493	0.8656
0.3355	9.0704	644	0.7499	0.6947	0.7499	0.8660
0.3355	9.0986	646	0.7550	0.7031	0.7550	0.8689
0.3355	9.1268	648	0.7543	0.7031	0.7543	0.8685
0.3355	9.1549	650	0.7461	0.6947	0.7461	0.8638
0.3355	9.1831	652	0.7307	0.7113	0.7307	0.8548
0.3355	9.2113	654	0.7253	0.7052	0.7253	0.8516
0.3355	9.2394	656	0.7166	0.6965	0.7166	0.8465
0.3355	9.2676	658	0.7145	0.6965	0.7145	0.8453
0.3355	9.2958	660	0.7215	0.6965	0.7215	0.8494
0.3355	9.3239	662	0.7313	0.7027	0.7313	0.8552
0.3355	9.3521	664	0.7431	0.6937	0.7431	0.8620
0.3355	9.3803	666	0.7568	0.6861	0.7568	0.8699
0.3355	9.4085	668	0.7679	0.6903	0.7679	0.8763
0.3355	9.4366	670	0.7770	0.6724	0.7770	0.8815
0.3355	9.4648	672	0.7767	0.6724	0.7767	0.8813
0.3355	9.4930	674	0.7733	0.6816	0.7733	0.8794
0.3355	9.5211	676	0.7692	0.6903	0.7692	0.8770
0.3355	9.5493	678	0.7640	0.6816	0.7640	0.8741
0.3355	9.5775	680	0.7537	0.6861	0.7537	0.8681
0.3355	9.6056	682	0.7431	0.6937	0.7431	0.8621
0.3355	9.6338	684	0.7373	0.6982	0.7373	0.8587
0.3355	9.6620	686	0.7316	0.7027	0.7316	0.8554
0.3355	9.6901	688	0.7305	0.7027	0.7305	0.8547
0.3355	9.7183	690	0.7298	0.7027	0.7298	0.8543
0.3355	9.7465	692	0.7305	0.7027	0.7305	0.8547
0.3355	9.7746	694	0.7294	0.7027	0.7294	0.8540
0.3355	9.8028	696	0.7294	0.7027	0.7294	0.8540
0.3355	9.8310	698	0.7287	0.7027	0.7287	0.8537
0.3355	9.8592	700	0.7301	0.7027	0.7301	0.8544
0.3355	9.8873	702	0.7305	0.7027	0.7305	0.8547
0.3355	9.9155	704	0.7320	0.7027	0.7320	0.8556
0.3355	9.9437	706	0.7329	0.7027	0.7329	0.8561
0.3355	9.9718	708	0.7335	0.7027	0.7335	0.8564
0.3355	10.0	710	0.7339	0.6982	0.7339	0.8567

Framework versions

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