ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k17_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: 0.9785
• Qwk: 0.4622
• Mse: 0.9785
• Rmse: 0.9892

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	0.0233	2	4.0680	-0.0256	4.0680	2.0169
No log	0.0465	4	2.0007	0.0682	2.0007	1.4145
No log	0.0698	6	1.0272	0.0569	1.0272	1.0135
No log	0.0930	8	0.7947	0.0330	0.7947	0.8915
No log	0.1163	10	0.9283	-0.1136	0.9283	0.9635
No log	0.1395	12	1.1665	-0.1617	1.1665	1.0800
No log	0.1628	14	1.0084	-0.1236	1.0084	1.0042
No log	0.1860	16	1.1273	-0.0426	1.1273	1.0617
No log	0.2093	18	1.3792	0.0269	1.3792	1.1744
No log	0.2326	20	1.4917	0.0076	1.4917	1.2213
No log	0.2558	22	1.4419	0.0480	1.4419	1.2008
No log	0.2791	24	1.1519	0.0609	1.1519	1.0733
No log	0.3023	26	0.8297	0.1014	0.8297	0.9109
No log	0.3256	28	0.7988	0.1694	0.7988	0.8938
No log	0.3488	30	0.7570	0.2029	0.7570	0.8701
No log	0.3721	32	0.7357	0.2076	0.7357	0.8577
No log	0.3953	34	0.7871	0.2865	0.7871	0.8872
No log	0.4186	36	0.7361	0.2724	0.7361	0.8580
No log	0.4419	38	0.6861	0.3224	0.6861	0.8283
No log	0.4651	40	0.8322	0.2857	0.8322	0.9123
No log	0.4884	42	0.7850	0.2714	0.7850	0.8860
No log	0.5116	44	0.6657	0.3467	0.6657	0.8159
No log	0.5349	46	0.6962	0.3219	0.6962	0.8344
No log	0.5581	48	0.8724	0.1510	0.8724	0.9340
No log	0.5814	50	0.7459	0.2273	0.7459	0.8637
No log	0.6047	52	0.5959	0.3652	0.5959	0.7720
No log	0.6279	54	0.7409	0.3253	0.7409	0.8608
No log	0.6512	56	0.8768	0.3145	0.8768	0.9364
No log	0.6744	58	0.8388	0.2761	0.8388	0.9159
No log	0.6977	60	0.6487	0.2560	0.6487	0.8054
No log	0.7209	62	0.5790	0.3438	0.5790	0.7609
No log	0.7442	64	0.5532	0.3033	0.5532	0.7438
No log	0.7674	66	0.5532	0.3489	0.5532	0.7438
No log	0.7907	68	0.5804	0.4544	0.5804	0.7619
No log	0.8140	70	0.7136	0.4345	0.7136	0.8448
No log	0.8372	72	1.0503	0.3341	1.0503	1.0248
No log	0.8605	74	1.0967	0.3370	1.0967	1.0472
No log	0.8837	76	0.7606	0.4408	0.7606	0.8721
No log	0.9070	78	0.6433	0.4855	0.6433	0.8021
No log	0.9302	80	0.6718	0.4756	0.6718	0.8196
No log	0.9535	82	0.6820	0.5069	0.6820	0.8258
No log	0.9767	84	0.9527	0.4422	0.9527	0.9760
No log	1.0	86	1.3995	0.3687	1.3995	1.1830
No log	1.0233	88	1.3738	0.3765	1.3738	1.1721
No log	1.0465	90	0.9330	0.4197	0.9330	0.9659
No log	1.0698	92	0.7153	0.4653	0.7153	0.8457
No log	1.0930	94	0.7186	0.4717	0.7186	0.8477
No log	1.1163	96	0.7192	0.4711	0.7192	0.8480
No log	1.1395	98	0.7755	0.4941	0.7755	0.8806
No log	1.1628	100	1.0986	0.3727	1.0986	1.0482
No log	1.1860	102	1.1720	0.3740	1.1720	1.0826
No log	1.2093	104	1.2629	0.3650	1.2629	1.1238
No log	1.2326	106	1.1067	0.3582	1.1067	1.0520
No log	1.2558	108	1.2236	0.3611	1.2236	1.1062
No log	1.2791	110	1.4035	0.3397	1.4035	1.1847
No log	1.3023	112	1.9644	0.2646	1.9644	1.4016
No log	1.3256	114	2.3143	0.2340	2.3143	1.5213
No log	1.3488	116	1.8989	0.2779	1.8989	1.3780
No log	1.3721	118	1.1404	0.4161	1.1404	1.0679
No log	1.3953	120	0.9547	0.4507	0.9547	0.9771
No log	1.4186	122	0.9295	0.4202	0.9295	0.9641
No log	1.4419	124	0.9036	0.4130	0.9036	0.9506
No log	1.4651	126	1.0807	0.3905	1.0807	1.0396
No log	1.4884	128	1.0263	0.4005	1.0263	1.0130
No log	1.5116	130	0.9453	0.4106	0.9453	0.9723
No log	1.5349	132	0.9890	0.4088	0.9890	0.9945
No log	1.5581	134	1.1888	0.3232	1.1888	1.0903
No log	1.5814	136	1.2308	0.3331	1.2308	1.1094
No log	1.6047	138	1.2090	0.3096	1.2090	1.0995
No log	1.6279	140	1.0070	0.4444	1.0070	1.0035
No log	1.6512	142	1.0248	0.4527	1.0248	1.0123
No log	1.6744	144	1.2743	0.3659	1.2743	1.1289
No log	1.6977	146	1.3446	0.3688	1.3446	1.1595
No log	1.7209	148	0.9843	0.4910	0.9843	0.9921
No log	1.7442	150	0.7868	0.4576	0.7868	0.8870
No log	1.7674	152	0.9471	0.3954	0.9471	0.9732
No log	1.7907	154	0.9016	0.4462	0.9016	0.9495
No log	1.8140	156	0.8876	0.4399	0.8876	0.9421
No log	1.8372	158	1.4517	0.3825	1.4517	1.2049
No log	1.8605	160	1.6819	0.3198	1.6819	1.2969
No log	1.8837	162	1.3268	0.4080	1.3268	1.1518
No log	1.9070	164	1.0406	0.5005	1.0406	1.0201
No log	1.9302	166	1.0360	0.4489	1.0360	1.0178
No log	1.9535	168	1.0542	0.4792	1.0542	1.0267
No log	1.9767	170	1.2353	0.4040	1.2353	1.1114
No log	2.0	172	1.7785	0.3050	1.7785	1.3336
No log	2.0233	174	2.0553	0.2980	2.0553	1.4336
No log	2.0465	176	1.8334	0.3270	1.8334	1.3540
No log	2.0698	178	1.3323	0.3819	1.3323	1.1543
No log	2.0930	180	0.9814	0.4660	0.9814	0.9907
No log	2.1163	182	0.8926	0.4450	0.8926	0.9448
No log	2.1395	184	0.9097	0.4375	0.9097	0.9538
No log	2.1628	186	0.9826	0.4351	0.9826	0.9913
No log	2.1860	188	1.0202	0.4426	1.0202	1.0100
No log	2.2093	190	1.1376	0.4452	1.1376	1.0666
No log	2.2326	192	1.3591	0.4239	1.3591	1.1658
No log	2.2558	194	1.7736	0.3292	1.7736	1.3318
No log	2.2791	196	1.8157	0.3175	1.8157	1.3475
No log	2.3023	198	1.6375	0.3462	1.6375	1.2796
No log	2.3256	200	1.3080	0.4578	1.3080	1.1437
No log	2.3488	202	1.1430	0.4296	1.1430	1.0691
No log	2.3721	204	1.1254	0.4711	1.1254	1.0608
No log	2.3953	206	1.1600	0.4540	1.1600	1.0770
No log	2.4186	208	1.3094	0.3619	1.3094	1.1443
No log	2.4419	210	1.5128	0.3646	1.5128	1.2300
No log	2.4651	212	1.2299	0.3801	1.2299	1.1090
No log	2.4884	214	0.9151	0.4708	0.9151	0.9566
No log	2.5116	216	0.9461	0.4837	0.9461	0.9727
No log	2.5349	218	1.0965	0.4468	1.0965	1.0472
No log	2.5581	220	1.0573	0.4766	1.0573	1.0282
No log	2.5814	222	1.0508	0.4970	1.0508	1.0251
No log	2.6047	224	1.0179	0.4970	1.0179	1.0089
No log	2.6279	226	0.9042	0.5049	0.9042	0.9509
No log	2.6512	228	0.9013	0.5091	0.9013	0.9494
No log	2.6744	230	0.9130	0.4948	0.9130	0.9555
No log	2.6977	232	0.9660	0.4913	0.9660	0.9829
No log	2.7209	234	1.0110	0.4851	1.0110	1.0055
No log	2.7442	236	0.9814	0.4941	0.9814	0.9907
No log	2.7674	238	0.9181	0.4664	0.9181	0.9582
No log	2.7907	240	0.9576	0.4676	0.9576	0.9786
No log	2.8140	242	1.1921	0.4570	1.1921	1.0918
No log	2.8372	244	1.2196	0.4531	1.2196	1.1044
No log	2.8605	246	1.0359	0.4828	1.0359	1.0178
No log	2.8837	248	0.9477	0.4948	0.9477	0.9735
No log	2.9070	250	0.8151	0.4735	0.8151	0.9028
No log	2.9302	252	0.8093	0.4861	0.8093	0.8996
No log	2.9535	254	0.9300	0.4958	0.9300	0.9643
No log	2.9767	256	1.3181	0.3899	1.3181	1.1481
No log	3.0	258	1.4808	0.3866	1.4808	1.2169
No log	3.0233	260	1.3303	0.3940	1.3303	1.1534
No log	3.0465	262	1.0267	0.4608	1.0267	1.0132
No log	3.0698	264	0.9498	0.4524	0.9498	0.9746
No log	3.0930	266	1.0189	0.4662	1.0189	1.0094
No log	3.1163	268	1.1784	0.4081	1.1784	1.0855
No log	3.1395	270	1.3062	0.3998	1.3062	1.1429
No log	3.1628	272	1.2963	0.3877	1.2963	1.1386
No log	3.1860	274	1.1209	0.4149	1.1209	1.0587
No log	3.2093	276	0.9065	0.4356	0.9065	0.9521
No log	3.2326	278	0.8928	0.4356	0.8928	0.9449
No log	3.2558	280	1.0003	0.4463	1.0003	1.0002
No log	3.2791	282	1.1337	0.4235	1.1337	1.0647
No log	3.3023	284	1.2103	0.4250	1.2103	1.1001
No log	3.3256	286	1.1399	0.4575	1.1399	1.0677
No log	3.3488	288	0.9977	0.4894	0.9977	0.9989
No log	3.3721	290	0.9105	0.5034	0.9105	0.9542
No log	3.3953	292	0.9764	0.4802	0.9764	0.9881
No log	3.4186	294	1.0258	0.4726	1.0258	1.0128
No log	3.4419	296	1.1059	0.4429	1.1059	1.0516
No log	3.4651	298	1.0621	0.4855	1.0621	1.0306
No log	3.4884	300	1.1770	0.4901	1.1770	1.0849
No log	3.5116	302	1.2203	0.4407	1.2203	1.1047
No log	3.5349	304	1.2310	0.4077	1.2310	1.1095
No log	3.5581	306	1.1442	0.4099	1.1442	1.0697
No log	3.5814	308	1.1007	0.3950	1.1007	1.0491
No log	3.6047	310	1.0820	0.3991	1.0820	1.0402
No log	3.6279	312	1.0982	0.4076	1.0982	1.0479
No log	3.6512	314	0.9759	0.4427	0.9759	0.9879
No log	3.6744	316	0.9093	0.4625	0.9093	0.9536
No log	3.6977	318	0.8519	0.4870	0.8519	0.9230
No log	3.7209	320	0.8825	0.4630	0.8825	0.9394
No log	3.7442	322	0.9501	0.4543	0.9501	0.9747
No log	3.7674	324	1.0029	0.4343	1.0029	1.0014
No log	3.7907	326	0.9465	0.4329	0.9465	0.9729
No log	3.8140	328	0.8361	0.5098	0.8361	0.9144
No log	3.8372	330	0.8631	0.4783	0.8631	0.9290
No log	3.8605	332	0.9369	0.4421	0.9369	0.9679
No log	3.8837	334	0.9579	0.4733	0.9580	0.9787
No log	3.9070	336	0.9919	0.4816	0.9919	0.9960
No log	3.9302	338	1.1278	0.4540	1.1278	1.0620
No log	3.9535	340	1.1727	0.4495	1.1727	1.0829
No log	3.9767	342	1.0700	0.4386	1.0700	1.0344
No log	4.0	344	0.8726	0.4560	0.8726	0.9341
No log	4.0233	346	0.8184	0.5101	0.8184	0.9047
No log	4.0465	348	0.8168	0.4739	0.8168	0.9038
No log	4.0698	350	0.8302	0.4826	0.8302	0.9112
No log	4.0930	352	0.8677	0.4597	0.8677	0.9315
No log	4.1163	354	0.8947	0.4375	0.8947	0.9459
No log	4.1395	356	0.9286	0.4509	0.9286	0.9636
No log	4.1628	358	1.0003	0.4453	1.0003	1.0002
No log	4.1860	360	0.9571	0.4679	0.9571	0.9783
No log	4.2093	362	0.9279	0.4976	0.9279	0.9633
No log	4.2326	364	0.9568	0.4609	0.9568	0.9782
No log	4.2558	366	0.9909	0.4639	0.9909	0.9955
No log	4.2791	368	0.9370	0.4651	0.9370	0.9680
No log	4.3023	370	0.9993	0.4632	0.9993	0.9996
No log	4.3256	372	1.0974	0.4185	1.0974	1.0476
No log	4.3488	374	1.0946	0.3944	1.0946	1.0462
No log	4.3721	376	1.0657	0.3944	1.0657	1.0323
No log	4.3953	378	1.0366	0.4054	1.0366	1.0182
No log	4.4186	380	0.8973	0.4976	0.8973	0.9473
No log	4.4419	382	0.8117	0.4816	0.8117	0.9009
No log	4.4651	384	0.8050	0.4913	0.8050	0.8972
No log	4.4884	386	0.8331	0.4673	0.8331	0.9127
No log	4.5116	388	0.8858	0.4578	0.8858	0.9412
No log	4.5349	390	0.9925	0.4750	0.9925	0.9962
No log	4.5581	392	1.0551	0.4498	1.0551	1.0272
No log	4.5814	394	1.0061	0.4645	1.0061	1.0030
No log	4.6047	396	0.9917	0.4691	0.9917	0.9958
No log	4.6279	398	1.0118	0.4753	1.0118	1.0059
No log	4.6512	400	1.1508	0.4628	1.1508	1.0727
No log	4.6744	402	1.3744	0.3979	1.3744	1.1723
No log	4.6977	404	1.4294	0.3989	1.4294	1.1956
No log	4.7209	406	1.3545	0.4201	1.3545	1.1638
No log	4.7442	408	1.3074	0.4410	1.3074	1.1434
No log	4.7674	410	1.1157	0.4784	1.1157	1.0563
No log	4.7907	412	0.9696	0.4884	0.9696	0.9847
No log	4.8140	414	0.9158	0.4908	0.9158	0.9570
No log	4.8372	416	0.9654	0.4900	0.9654	0.9825
No log	4.8605	418	1.1299	0.4324	1.1299	1.0629
No log	4.8837	420	1.3186	0.4112	1.3186	1.1483
No log	4.9070	422	1.2859	0.4036	1.2859	1.1340
No log	4.9302	424	1.1022	0.4308	1.1022	1.0498
No log	4.9535	426	0.9863	0.4594	0.9863	0.9931
No log	4.9767	428	0.8937	0.4915	0.8937	0.9454
No log	5.0	430	0.8761	0.4904	0.8761	0.9360
No log	5.0233	432	0.9071	0.4955	0.9071	0.9524
No log	5.0465	434	0.9571	0.4850	0.9571	0.9783
No log	5.0698	436	1.0374	0.4539	1.0374	1.0185
No log	5.0930	438	1.1342	0.4325	1.1342	1.0650
No log	5.1163	440	1.0793	0.4247	1.0793	1.0389
No log	5.1395	442	0.9529	0.4582	0.9529	0.9762
No log	5.1628	444	0.9267	0.4641	0.9267	0.9626
No log	5.1860	446	0.9759	0.4563	0.9759	0.9879
No log	5.2093	448	0.9904	0.4585	0.9904	0.9952
No log	5.2326	450	0.9801	0.4717	0.9801	0.9900
No log	5.2558	452	1.0268	0.4588	1.0268	1.0133
No log	5.2791	454	1.1708	0.4192	1.1708	1.0820
No log	5.3023	456	1.2216	0.4347	1.2216	1.1053
No log	5.3256	458	1.1903	0.4347	1.1903	1.0910
No log	5.3488	460	1.0777	0.4386	1.0777	1.0381
No log	5.3721	462	1.0297	0.4311	1.0297	1.0147
No log	5.3953	464	0.9374	0.4504	0.9374	0.9682
No log	5.4186	466	0.9302	0.4504	0.9302	0.9645
No log	5.4419	468	1.0163	0.4153	1.0163	1.0081
No log	5.4651	470	1.1553	0.4221	1.1553	1.0748
No log	5.4884	472	1.2149	0.4125	1.2149	1.1022
No log	5.5116	474	1.2201	0.3947	1.2201	1.1046
No log	5.5349	476	1.1519	0.4198	1.1519	1.0733
No log	5.5581	478	1.0409	0.4516	1.0409	1.0202
No log	5.5814	480	0.9398	0.4998	0.9398	0.9694
No log	5.6047	482	0.8986	0.4985	0.8986	0.9479
No log	5.6279	484	0.9031	0.4938	0.9031	0.9503
No log	5.6512	486	0.9213	0.5010	0.9213	0.9599
No log	5.6744	488	0.9059	0.4944	0.9059	0.9518
No log	5.6977	490	0.8867	0.5139	0.8867	0.9416
No log	5.7209	492	0.8980	0.5139	0.8980	0.9476
No log	5.7442	494	0.9249	0.4739	0.9249	0.9617
No log	5.7674	496	0.9947	0.4429	0.9947	0.9974
No log	5.7907	498	1.0921	0.4294	1.0921	1.0450
0.4943	5.8140	500	1.0809	0.4353	1.0809	1.0397
0.4943	5.8372	502	0.9992	0.4691	0.9992	0.9996
0.4943	5.8605	504	0.9521	0.4926	0.9521	0.9757
0.4943	5.8837	506	0.9348	0.5078	0.9348	0.9668
0.4943	5.9070	508	0.9216	0.5038	0.9216	0.9600
0.4943	5.9302	510	0.8986	0.5102	0.8986	0.9480
0.4943	5.9535	512	0.9119	0.5043	0.9119	0.9549
0.4943	5.9767	514	0.9164	0.5085	0.9164	0.9573
0.4943	6.0	516	0.8955	0.5064	0.8955	0.9463
0.4943	6.0233	518	0.9358	0.5035	0.9358	0.9673
0.4943	6.0465	520	0.9784	0.4910	0.9784	0.9891
0.4943	6.0698	522	1.0508	0.4655	1.0508	1.0251
0.4943	6.0930	524	1.0822	0.4768	1.0822	1.0403
0.4943	6.1163	526	1.0807	0.4648	1.0807	1.0396
0.4943	6.1395	528	1.0950	0.4452	1.0950	1.0464
0.4943	6.1628	530	1.0270	0.4446	1.0270	1.0134
0.4943	6.1860	532	0.9450	0.4500	0.9450	0.9721
0.4943	6.2093	534	0.9160	0.4684	0.9160	0.9571
0.4943	6.2326	536	0.9075	0.4758	0.9075	0.9526
0.4943	6.2558	538	0.9447	0.4563	0.9447	0.9720
0.4943	6.2791	540	1.0012	0.4511	1.0012	1.0006
0.4943	6.3023	542	1.0740	0.4500	1.0740	1.0363
0.4943	6.3256	544	1.0319	0.4529	1.0319	1.0158
0.4943	6.3488	546	0.9594	0.4722	0.9594	0.9795
0.4943	6.3721	548	0.9233	0.4945	0.9233	0.9609
0.4943	6.3953	550	0.9098	0.4993	0.9098	0.9538
0.4943	6.4186	552	0.8728	0.5015	0.8728	0.9343
0.4943	6.4419	554	0.8868	0.5	0.8868	0.9417
0.4943	6.4651	556	0.9241	0.4874	0.9241	0.9613
0.4943	6.4884	558	0.9802	0.4587	0.9802	0.9901
0.4943	6.5116	560	0.9919	0.4640	0.9919	0.9959
0.4943	6.5349	562	0.9758	0.4557	0.9758	0.9878
0.4943	6.5581	564	1.0148	0.4534	1.0148	1.0074
0.4943	6.5814	566	1.0383	0.4356	1.0383	1.0190
0.4943	6.6047	568	0.9818	0.4526	0.9818	0.9909
0.4943	6.6279	570	0.9239	0.4758	0.9239	0.9612
0.4943	6.6512	572	0.8727	0.4773	0.8727	0.9342
0.4943	6.6744	574	0.8747	0.5036	0.8747	0.9352
0.4943	6.6977	576	0.8886	0.4969	0.8885	0.9426
0.4943	6.7209	578	0.9108	0.4721	0.9108	0.9544
0.4943	6.7442	580	0.9387	0.4652	0.9387	0.9689
0.4943	6.7674	582	0.9320	0.4814	0.9320	0.9654
0.4943	6.7907	584	0.9531	0.4677	0.9531	0.9763
0.4943	6.8140	586	0.9028	0.4869	0.9028	0.9502
0.4943	6.8372	588	0.8539	0.4969	0.8539	0.9241
0.4943	6.8605	590	0.8561	0.4969	0.8561	0.9252
0.4943	6.8837	592	0.8882	0.4990	0.8882	0.9424
0.4943	6.9070	594	0.8873	0.5040	0.8873	0.9420
0.4943	6.9302	596	0.8772	0.5055	0.8772	0.9366
0.4943	6.9535	598	0.8610	0.5071	0.8610	0.9279
0.4943	6.9767	600	0.8639	0.5138	0.8639	0.9295
0.4943	7.0	602	0.8420	0.4933	0.8420	0.9176
0.4943	7.0233	604	0.8503	0.5	0.8503	0.9221
0.4943	7.0465	606	0.8768	0.4884	0.8768	0.9364
0.4943	7.0698	608	0.9190	0.4816	0.9190	0.9586
0.4943	7.0930	610	0.9100	0.4835	0.9100	0.9539
0.4943	7.1163	612	0.9256	0.4816	0.9256	0.9621
0.4943	7.1395	614	0.9800	0.4705	0.9800	0.9900
0.4943	7.1628	616	1.0010	0.4705	1.0010	1.0005
0.4943	7.1860	618	0.9850	0.4883	0.9850	0.9925
0.4943	7.2093	620	0.9959	0.4931	0.9959	0.9980
0.4943	7.2326	622	0.9731	0.4883	0.9731	0.9865
0.4943	7.2558	624	0.9465	0.4729	0.9465	0.9729
0.4943	7.2791	626	0.9022	0.4921	0.9022	0.9498
0.4943	7.3023	628	0.8995	0.4927	0.8995	0.9484
0.4943	7.3256	630	0.9360	0.5047	0.9360	0.9675
0.4943	7.3488	632	0.9303	0.4983	0.9303	0.9645
0.4943	7.3721	634	0.9378	0.4954	0.9378	0.9684
0.4943	7.3953	636	0.9013	0.5198	0.9013	0.9493
0.4943	7.4186	638	0.8992	0.4977	0.8992	0.9483
0.4943	7.4419	640	0.9329	0.4983	0.9329	0.9659
0.4943	7.4651	642	0.9905	0.4768	0.9905	0.9952
0.4943	7.4884	644	1.0245	0.4657	1.0245	1.0122
0.4943	7.5116	646	0.9906	0.4773	0.9906	0.9953
0.4943	7.5349	648	0.9435	0.4840	0.9435	0.9713
0.4943	7.5581	650	0.9047	0.4757	0.9047	0.9512
0.4943	7.5814	652	0.9050	0.4818	0.9050	0.9513
0.4943	7.6047	654	0.9584	0.4601	0.9584	0.9790
0.4943	7.6279	656	1.0418	0.4661	1.0418	1.0207
0.4943	7.6512	658	1.1414	0.4489	1.1414	1.0684
0.4943	7.6744	660	1.1969	0.4290	1.1969	1.0940
0.4943	7.6977	662	1.2083	0.4332	1.2083	1.0992
0.4943	7.7209	664	1.1640	0.4540	1.1640	1.0789
0.4943	7.7442	666	1.0854	0.4549	1.0854	1.0418
0.4943	7.7674	668	1.0569	0.4504	1.0569	1.0280
0.4943	7.7907	670	0.9916	0.4511	0.9916	0.9958
0.4943	7.8140	672	0.9065	0.4921	0.9065	0.9521
0.4943	7.8372	674	0.8357	0.4919	0.8357	0.9142
0.4943	7.8605	676	0.8102	0.4934	0.8102	0.9001
0.4943	7.8837	678	0.8121	0.4868	0.8121	0.9011
0.4943	7.9070	680	0.8529	0.4839	0.8529	0.9235
0.4943	7.9302	682	0.9384	0.4941	0.9384	0.9687
0.4943	7.9535	684	1.0107	0.4511	1.0107	1.0053
0.4943	7.9767	686	1.0382	0.4567	1.0382	1.0189
0.4943	8.0	688	1.0137	0.4581	1.0137	1.0068
0.4943	8.0233	690	0.9908	0.4836	0.9908	0.9954
0.4943	8.0465	692	0.9815	0.4842	0.9815	0.9907
0.4943	8.0698	694	0.9715	0.4790	0.9715	0.9856
0.4943	8.0930	696	0.9536	0.4796	0.9536	0.9765
0.4943	8.1163	698	0.9390	0.4856	0.9390	0.9690
0.4943	8.1395	700	0.9408	0.4962	0.9408	0.9700
0.4943	8.1628	702	0.9286	0.4962	0.9286	0.9637
0.4943	8.1860	704	0.9188	0.4947	0.9188	0.9585
0.4943	8.2093	706	0.9441	0.4749	0.9441	0.9717
0.4943	8.2326	708	0.9672	0.4783	0.9672	0.9835
0.4943	8.2558	710	0.9837	0.4610	0.9837	0.9918
0.4943	8.2791	712	0.9710	0.4798	0.9710	0.9854
0.4943	8.3023	714	0.9464	0.4875	0.9464	0.9728
0.4943	8.3256	716	0.9108	0.4969	0.9108	0.9544
0.4943	8.3488	718	0.8985	0.4706	0.8985	0.9479
0.4943	8.3721	720	0.8987	0.4601	0.8987	0.9480
0.4943	8.3953	722	0.8848	0.4733	0.8848	0.9406
0.4943	8.4186	724	0.8842	0.4722	0.8842	0.9403
0.4943	8.4419	726	0.9006	0.4722	0.9006	0.9490
0.4943	8.4651	728	0.9415	0.4796	0.9415	0.9703
0.4943	8.4884	730	1.0027	0.4797	1.0027	1.0013
0.4943	8.5116	732	1.0595	0.4676	1.0595	1.0293
0.4943	8.5349	734	1.1141	0.4487	1.1141	1.0555
0.4943	8.5581	736	1.1153	0.4487	1.1153	1.0561
0.4943	8.5814	738	1.0946	0.4430	1.0946	1.0462
0.4943	8.6047	740	1.0870	0.4650	1.0870	1.0426
0.4943	8.6279	742	1.0690	0.4650	1.0690	1.0339
0.4943	8.6512	744	1.0466	0.4650	1.0466	1.0231
0.4943	8.6744	746	1.0164	0.4595	1.0164	1.0082
0.4943	8.6977	748	1.0196	0.4595	1.0196	1.0097
0.4943	8.7209	750	1.0089	0.4595	1.0089	1.0045
0.4943	8.7442	752	1.0007	0.4595	1.0007	1.0003
0.4943	8.7674	754	1.0197	0.4595	1.0197	1.0098
0.4943	8.7907	756	1.0311	0.4650	1.0311	1.0154
0.4943	8.8140	758	1.0505	0.4650	1.0505	1.0249
0.4943	8.8372	760	1.0589	0.4588	1.0589	1.0290
0.4943	8.8605	762	1.0857	0.4202	1.0857	1.0420
0.4943	8.8837	764	1.1032	0.4097	1.1032	1.0503
0.4943	8.9070	766	1.1056	0.4097	1.1056	1.0515
0.4943	8.9302	768	1.0960	0.4097	1.0960	1.0469
0.4943	8.9535	770	1.0750	0.4309	1.0750	1.0368
0.4943	8.9767	772	1.0482	0.4358	1.0482	1.0238
0.4943	9.0	774	1.0403	0.4532	1.0403	1.0200
0.4943	9.0233	776	1.0457	0.4532	1.0457	1.0226
0.4943	9.0465	778	1.0415	0.4588	1.0415	1.0205
0.4943	9.0698	780	1.0438	0.4588	1.0438	1.0216
0.4943	9.0930	782	1.0243	0.4716	1.0243	1.0121
0.4943	9.1163	784	1.0210	0.4716	1.0210	1.0104
0.4943	9.1395	786	1.0298	0.4768	1.0298	1.0148
0.4943	9.1628	788	1.0387	0.4768	1.0387	1.0192
0.4943	9.1860	790	1.0546	0.4768	1.0546	1.0269
0.4943	9.2093	792	1.0591	0.4768	1.0591	1.0291
0.4943	9.2326	794	1.0688	0.4768	1.0688	1.0338
0.4943	9.2558	796	1.0600	0.4722	1.0600	1.0296
0.4943	9.2791	798	1.0536	0.4676	1.0536	1.0264
0.4943	9.3023	800	1.0566	0.4676	1.0566	1.0279
0.4943	9.3256	802	1.0671	0.4676	1.0671	1.0330
0.4943	9.3488	804	1.0786	0.4722	1.0786	1.0386
0.4943	9.3721	806	1.0806	0.4768	1.0806	1.0395
0.4943	9.3953	808	1.0728	0.4722	1.0728	1.0358
0.4943	9.4186	810	1.0538	0.4676	1.0538	1.0265
0.4943	9.4419	812	1.0280	0.4676	1.0280	1.0139
0.4943	9.4651	814	1.0032	0.4676	1.0032	1.0016
0.4943	9.4884	816	0.9831	0.4688	0.9831	0.9915
0.4943	9.5116	818	0.9738	0.4688	0.9738	0.9868
0.4943	9.5349	820	0.9735	0.4688	0.9735	0.9867
0.4943	9.5581	822	0.9796	0.4626	0.9796	0.9898
0.4943	9.5814	824	0.9892	0.4622	0.9892	0.9946
0.4943	9.6047	826	0.9909	0.4622	0.9909	0.9955
0.4943	9.6279	828	0.9877	0.4622	0.9877	0.9938
0.4943	9.6512	830	0.9867	0.4622	0.9867	0.9933
0.4943	9.6744	832	0.9876	0.4622	0.9876	0.9938
0.4943	9.6977	834	0.9920	0.4622	0.9920	0.9960
0.4943	9.7209	836	0.9988	0.4622	0.9988	0.9994
0.4943	9.7442	838	1.0043	0.4547	1.0043	1.0022
0.4943	9.7674	840	1.0052	0.4547	1.0052	1.0026
0.4943	9.7907	842	1.0046	0.4547	1.0046	1.0023
0.4943	9.8140	844	1.0006	0.4547	1.0006	1.0003
0.4943	9.8372	846	0.9954	0.4547	0.9954	0.9977
0.4943	9.8605	848	0.9910	0.4547	0.9910	0.9955
0.4943	9.8837	850	0.9870	0.4500	0.9870	0.9935
0.4943	9.9070	852	0.9832	0.4622	0.9832	0.9915
0.4943	9.9302	854	0.9805	0.4622	0.9805	0.9902
0.4943	9.9535	856	0.9794	0.4622	0.9794	0.9896
0.4943	9.9767	858	0.9784	0.4622	0.9784	0.9891
0.4943	10.0	860	0.9785	0.4622	0.9785	0.9892

Framework versions

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