ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k19_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: 0.8615
• Qwk: 0.4733
• Mse: 0.8615
• Rmse: 0.9282

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	0.0208	2	3.8564	-0.0078	3.8564	1.9638
No log	0.0417	4	1.9465	0.0378	1.9465	1.3952
No log	0.0625	6	1.0986	0.0495	1.0986	1.0481
No log	0.0833	8	0.7847	-0.0766	0.7847	0.8859
No log	0.1042	10	0.7491	0.1271	0.7491	0.8655
No log	0.125	12	0.7072	0.1446	0.7072	0.8410
No log	0.1458	14	1.1603	0.1276	1.1603	1.0772
No log	0.1667	16	1.6231	0.1128	1.6231	1.2740
No log	0.1875	18	1.9596	0.0630	1.9596	1.3998
No log	0.2083	20	1.1988	0.1712	1.1988	1.0949
No log	0.2292	22	0.6509	0.3145	0.6509	0.8068
No log	0.25	24	0.6378	0.1754	0.6378	0.7986
No log	0.2708	26	0.6426	0.2489	0.6426	0.8016
No log	0.2917	28	0.6531	0.2524	0.6531	0.8082
No log	0.3125	30	0.7403	0.3042	0.7403	0.8604
No log	0.3333	32	0.7182	0.2367	0.7182	0.8475
No log	0.3542	34	0.7806	0.2922	0.7806	0.8835
No log	0.375	36	1.1230	0.2550	1.1230	1.0597
No log	0.3958	38	1.1034	0.3150	1.1034	1.0504
No log	0.4167	40	0.8715	0.3138	0.8715	0.9335
No log	0.4375	42	0.7080	0.2673	0.7080	0.8414
No log	0.4583	44	0.6688	0.2053	0.6688	0.8178
No log	0.4792	46	0.6704	0.2345	0.6704	0.8188
No log	0.5	48	0.7265	0.2975	0.7265	0.8524
No log	0.5208	50	1.0050	0.3270	1.0050	1.0025
No log	0.5417	52	1.1112	0.3092	1.1112	1.0542
No log	0.5625	54	1.1879	0.2704	1.1879	1.0899
No log	0.5833	56	1.0077	0.3371	1.0077	1.0038
No log	0.6042	58	0.8953	0.3411	0.8953	0.9462
No log	0.625	60	0.8405	0.3763	0.8405	0.9168
No log	0.6458	62	1.0199	0.3919	1.0199	1.0099
No log	0.6667	64	1.4580	0.3000	1.4580	1.2075
No log	0.6875	66	1.3163	0.3103	1.3163	1.1473
No log	0.7083	68	0.8492	0.4877	0.8492	0.9215
No log	0.7292	70	0.7071	0.5167	0.7071	0.8409
No log	0.75	72	0.6591	0.4957	0.6591	0.8119
No log	0.7708	74	0.8094	0.4739	0.8094	0.8997
No log	0.7917	76	0.8033	0.4746	0.8033	0.8962
No log	0.8125	78	0.7619	0.4754	0.7619	0.8729
No log	0.8333	80	0.6530	0.5006	0.6530	0.8081
No log	0.8542	82	0.6932	0.4873	0.6932	0.8326
No log	0.875	84	0.7091	0.5240	0.7091	0.8421
No log	0.8958	86	0.9971	0.4848	0.9971	0.9986
No log	0.9167	88	1.3633	0.4025	1.3633	1.1676
No log	0.9375	90	1.3480	0.4254	1.3480	1.1611
No log	0.9583	92	1.0421	0.4987	1.0421	1.0208
No log	0.9792	94	1.0634	0.4825	1.0634	1.0312
No log	1.0	96	1.0606	0.4816	1.0606	1.0299
No log	1.0208	98	1.1502	0.4607	1.1502	1.0725
No log	1.0417	100	1.5124	0.3930	1.5124	1.2298
No log	1.0625	102	1.5398	0.3897	1.5398	1.2409
No log	1.0833	104	1.1890	0.4371	1.1890	1.0904
No log	1.1042	106	0.9866	0.4675	0.9866	0.9933
No log	1.125	108	1.0365	0.5	1.0365	1.0181
No log	1.1458	110	1.0797	0.4737	1.0797	1.0391
No log	1.1667	112	1.1420	0.4430	1.1420	1.0687
No log	1.1875	114	1.1487	0.4402	1.1487	1.0718
No log	1.2083	116	1.2440	0.4255	1.2440	1.1154
No log	1.2292	118	1.1913	0.4378	1.1913	1.0915
No log	1.25	120	1.0509	0.4576	1.0509	1.0251
No log	1.2708	122	1.0948	0.4624	1.0948	1.0463
No log	1.2917	124	1.3129	0.3957	1.3129	1.1458
No log	1.3125	126	1.4631	0.3901	1.4631	1.2096
No log	1.3333	128	1.3120	0.3957	1.3120	1.1454
No log	1.3542	130	1.0428	0.4431	1.0428	1.0212
No log	1.375	132	1.0212	0.4289	1.0212	1.0106
No log	1.3958	134	1.0204	0.4391	1.0204	1.0101
No log	1.4167	136	1.0437	0.4592	1.0437	1.0216
No log	1.4375	138	1.1749	0.4168	1.1749	1.0839
No log	1.4583	140	1.3354	0.3207	1.3354	1.1556
No log	1.4792	142	1.3017	0.3015	1.3017	1.1409
No log	1.5	144	0.9828	0.4016	0.9828	0.9914
No log	1.5208	146	0.7935	0.4651	0.7935	0.8908
No log	1.5417	148	0.8556	0.4488	0.8556	0.9250
No log	1.5625	150	0.9313	0.4448	0.9313	0.9651
No log	1.5833	152	0.9113	0.4516	0.9113	0.9546
No log	1.6042	154	1.0652	0.4414	1.0652	1.0321
No log	1.625	156	1.1645	0.4198	1.1645	1.0791
No log	1.6458	158	1.1309	0.4027	1.1309	1.0634
No log	1.6667	160	1.2654	0.3624	1.2654	1.1249
No log	1.6875	162	1.5698	0.3633	1.5698	1.2529
No log	1.7083	164	1.5522	0.3708	1.5522	1.2459
No log	1.7292	166	1.1744	0.4198	1.1744	1.0837
No log	1.75	168	1.0692	0.4210	1.0692	1.0340
No log	1.7708	170	0.9965	0.4597	0.9965	0.9982
No log	1.7917	172	0.8599	0.5100	0.8599	0.9273
No log	1.8125	174	0.8633	0.5100	0.8633	0.9291
No log	1.8333	176	0.9635	0.4534	0.9635	0.9816
No log	1.8542	178	1.0648	0.4526	1.0648	1.0319
No log	1.875	180	1.0028	0.4723	1.0028	1.0014
No log	1.8958	182	0.9425	0.4403	0.9425	0.9708
No log	1.9167	184	0.9619	0.4351	0.9619	0.9808
No log	1.9375	186	0.9255	0.4173	0.9255	0.9620
No log	1.9583	188	1.0583	0.4377	1.0583	1.0288
No log	1.9792	190	1.2328	0.4322	1.2328	1.1103
No log	2.0	192	1.1272	0.4417	1.1272	1.0617
No log	2.0208	194	0.9853	0.3972	0.9853	0.9926
No log	2.0417	196	0.9791	0.4179	0.9791	0.9895
No log	2.0625	198	0.9972	0.4050	0.9972	0.9986
No log	2.0833	200	1.2760	0.3932	1.2760	1.1296
No log	2.1042	202	1.4534	0.3586	1.4534	1.2056
No log	2.125	204	1.2603	0.3724	1.2603	1.1226
No log	2.1458	206	1.0302	0.4149	1.0302	1.0150
No log	2.1667	208	1.0910	0.4030	1.0910	1.0445
No log	2.1875	210	0.9797	0.4010	0.9797	0.9898
No log	2.2083	212	0.8561	0.4471	0.8561	0.9252
No log	2.2292	214	0.7850	0.4742	0.7850	0.8860
No log	2.25	216	0.8312	0.4463	0.8312	0.9117
No log	2.2708	218	0.9166	0.4340	0.9166	0.9574
No log	2.2917	220	0.9065	0.4545	0.9065	0.9521
No log	2.3125	222	0.8254	0.4061	0.8254	0.9085
No log	2.3333	224	0.8021	0.3904	0.8021	0.8956
No log	2.3542	226	0.7893	0.3896	0.7893	0.8884
No log	2.375	228	0.8100	0.3998	0.8100	0.9000
No log	2.3958	230	0.8801	0.4288	0.8801	0.9381
No log	2.4167	232	1.0467	0.3977	1.0467	1.0231
No log	2.4375	234	1.0726	0.3923	1.0726	1.0357
No log	2.4583	236	0.9860	0.4283	0.9860	0.9930
No log	2.4792	238	0.9912	0.4334	0.9912	0.9956
No log	2.5	240	1.0096	0.4405	1.0096	1.0048
No log	2.5208	242	1.1728	0.3971	1.1728	1.0829
No log	2.5417	244	1.3849	0.3448	1.3849	1.1768
No log	2.5625	246	1.2868	0.3608	1.2868	1.1344
No log	2.5833	248	1.0067	0.4019	1.0067	1.0033
No log	2.6042	250	0.8950	0.4311	0.8950	0.9460
No log	2.625	252	0.8610	0.4399	0.8610	0.9279
No log	2.6458	254	0.9275	0.4311	0.9275	0.9630
No log	2.6667	256	1.1251	0.4366	1.1251	1.0607
No log	2.6875	258	1.1279	0.4374	1.1279	1.0620
No log	2.7083	260	1.0080	0.4739	1.0080	1.0040
No log	2.7292	262	1.0350	0.4539	1.0350	1.0173
No log	2.75	264	1.0568	0.4524	1.0568	1.0280
No log	2.7708	266	1.0607	0.4480	1.0607	1.0299
No log	2.7917	268	1.0603	0.4480	1.0603	1.0297
No log	2.8125	270	1.0571	0.4492	1.0571	1.0281
No log	2.8333	272	1.1039	0.4588	1.1039	1.0507
No log	2.8542	274	1.1076	0.4635	1.1076	1.0524
No log	2.875	276	1.1041	0.4750	1.1041	1.0508
No log	2.8958	278	1.1922	0.4646	1.1922	1.0919
No log	2.9167	280	1.2349	0.4528	1.2349	1.1113
No log	2.9375	282	1.3503	0.4236	1.3503	1.1620
No log	2.9583	284	1.4859	0.4048	1.4859	1.2190
No log	2.9792	286	1.4311	0.4024	1.4311	1.1963
No log	3.0	288	1.3737	0.4038	1.3737	1.1721
No log	3.0208	290	1.1974	0.4058	1.1974	1.0942
No log	3.0417	292	0.9909	0.4706	0.9909	0.9954
No log	3.0625	294	0.9643	0.4727	0.9643	0.9820
No log	3.0833	296	1.0820	0.4343	1.0820	1.0402
No log	3.1042	298	1.2394	0.3971	1.2394	1.1133
No log	3.125	300	1.4521	0.3358	1.4521	1.2050
No log	3.1458	302	1.3403	0.3394	1.3403	1.1577
No log	3.1667	304	1.0532	0.4445	1.0532	1.0262
No log	3.1875	306	0.9499	0.4665	0.9499	0.9746
No log	3.2083	308	0.9085	0.4740	0.9085	0.9532
No log	3.2292	310	0.9991	0.4494	0.9991	0.9996
No log	3.25	312	1.0702	0.3894	1.0702	1.0345
No log	3.2708	314	1.0989	0.3807	1.0989	1.0483
No log	3.2917	316	1.0869	0.3963	1.0869	1.0425
No log	3.3125	318	1.0327	0.4314	1.0327	1.0162
No log	3.3333	320	0.8977	0.4636	0.8977	0.9475
No log	3.3542	322	0.9053	0.4572	0.9053	0.9515
No log	3.375	324	1.0026	0.4452	1.0026	1.0013
No log	3.3958	326	1.0788	0.4394	1.0788	1.0386
No log	3.4167	328	1.1947	0.4127	1.1947	1.0930
No log	3.4375	330	1.1462	0.4138	1.1462	1.0706
No log	3.4583	332	1.0500	0.4477	1.0500	1.0247
No log	3.4792	334	0.8609	0.4862	0.8609	0.9278
No log	3.5	336	0.8290	0.4948	0.8290	0.9105
No log	3.5208	338	0.8350	0.4789	0.8350	0.9138
No log	3.5417	340	0.9938	0.4737	0.9938	0.9969
No log	3.5625	342	1.2699	0.4278	1.2699	1.1269
No log	3.5833	344	1.3485	0.4149	1.3485	1.1612
No log	3.6042	346	1.2006	0.4383	1.2006	1.0957
No log	3.625	348	1.0391	0.4757	1.0391	1.0194
No log	3.6458	350	0.9630	0.4712	0.9630	0.9813
No log	3.6667	352	0.9754	0.4736	0.9754	0.9876
No log	3.6875	354	1.0156	0.4734	1.0156	1.0078
No log	3.7083	356	1.1146	0.4694	1.1146	1.0557
No log	3.7292	358	1.2639	0.4329	1.2639	1.1242
No log	3.75	360	1.2744	0.4241	1.2744	1.1289
No log	3.7708	362	1.1102	0.4461	1.1102	1.0537
No log	3.7917	364	0.9292	0.4998	0.9292	0.9639
No log	3.8125	366	0.8360	0.5097	0.8360	0.9143
No log	3.8333	368	0.8149	0.5318	0.8149	0.9027
No log	3.8542	370	0.8372	0.5536	0.8372	0.9150
No log	3.875	372	0.8973	0.4645	0.8973	0.9473
No log	3.8958	374	0.9445	0.4742	0.9445	0.9719
No log	3.9167	376	1.0211	0.4664	1.0211	1.0105
No log	3.9375	378	0.9960	0.4746	0.9960	0.9980
No log	3.9583	380	0.9018	0.4742	0.9018	0.9496
No log	3.9792	382	0.8588	0.4849	0.8588	0.9267
No log	4.0	384	0.8301	0.5084	0.8301	0.9111
No log	4.0208	386	0.8555	0.4998	0.8555	0.9249
No log	4.0417	388	0.9725	0.4534	0.9725	0.9861
No log	4.0625	390	1.0777	0.4502	1.0777	1.0381
No log	4.0833	392	1.2062	0.4096	1.2062	1.0983
No log	4.1042	394	1.1936	0.3940	1.1936	1.0925
No log	4.125	396	1.0594	0.4389	1.0594	1.0293
No log	4.1458	398	0.9481	0.4792	0.9481	0.9737
No log	4.1667	400	0.9465	0.4828	0.9465	0.9729
No log	4.1875	402	1.0047	0.4796	1.0047	1.0023
No log	4.2083	404	0.9555	0.5	0.9555	0.9775
No log	4.2292	406	0.8982	0.5064	0.8982	0.9477
No log	4.25	408	0.8763	0.5116	0.8763	0.9361
No log	4.2708	410	0.9601	0.4566	0.9601	0.9799
No log	4.2917	412	1.0769	0.4452	1.0769	1.0378
No log	4.3125	414	1.0928	0.4355	1.0928	1.0454
No log	4.3333	416	0.9721	0.4859	0.9721	0.9860
No log	4.3542	418	0.9276	0.4868	0.9276	0.9631
No log	4.375	420	0.9282	0.4828	0.9282	0.9634
No log	4.3958	422	0.9288	0.4740	0.9288	0.9638
No log	4.4167	424	0.9378	0.4811	0.9378	0.9684
No log	4.4375	426	0.9690	0.4819	0.9690	0.9844
No log	4.4583	428	0.9289	0.4663	0.9289	0.9638
No log	4.4792	430	0.8509	0.4646	0.8509	0.9224
No log	4.5	432	0.7819	0.4839	0.7819	0.8842
No log	4.5208	434	0.7638	0.4992	0.7638	0.8740
No log	4.5417	436	0.7755	0.4749	0.7755	0.8806
No log	4.5625	438	0.8748	0.4778	0.8748	0.9353
No log	4.5833	440	1.0001	0.4593	1.0001	1.0001
No log	4.6042	442	1.1305	0.4054	1.1305	1.0633
No log	4.625	444	1.2423	0.4085	1.2423	1.1146
No log	4.6458	446	1.1451	0.4278	1.1451	1.0701
No log	4.6667	448	0.9373	0.4725	0.9373	0.9681
No log	4.6875	450	0.8571	0.4820	0.8571	0.9258
No log	4.7083	452	0.8380	0.4904	0.8380	0.9154
No log	4.7292	454	0.8793	0.4600	0.8793	0.9377
No log	4.75	456	0.9493	0.4140	0.9493	0.9743
No log	4.7708	458	0.9467	0.4369	0.9467	0.9730
No log	4.7917	460	0.8615	0.4503	0.8615	0.9282
No log	4.8125	462	0.8614	0.4671	0.8614	0.9281
No log	4.8333	464	0.9556	0.4386	0.9556	0.9775
No log	4.8542	466	0.9952	0.4524	0.9952	0.9976
No log	4.875	468	1.0442	0.4601	1.0442	1.0218
No log	4.8958	470	1.1092	0.4269	1.1092	1.0532
No log	4.9167	472	1.1823	0.4179	1.1823	1.0873
No log	4.9375	474	1.1375	0.4491	1.1375	1.0665
No log	4.9583	476	1.0478	0.4489	1.0478	1.0236
No log	4.9792	478	1.0558	0.4563	1.0558	1.0275
No log	5.0	480	1.0231	0.4594	1.0231	1.0115
No log	5.0208	482	0.9765	0.4780	0.9765	0.9882
No log	5.0417	484	0.9972	0.4780	0.9972	0.9986
No log	5.0625	486	1.0911	0.4385	1.0911	1.0446
No log	5.0833	488	1.1230	0.4561	1.1230	1.0597
No log	5.1042	490	1.0534	0.4838	1.0534	1.0263
No log	5.125	492	0.9612	0.4768	0.9612	0.9804
No log	5.1458	494	0.8751	0.5045	0.8751	0.9355
No log	5.1667	496	0.8477	0.4885	0.8477	0.9207
No log	5.1875	498	0.8585	0.4915	0.8585	0.9266
0.488	5.2083	500	0.9226	0.4691	0.9226	0.9605
0.488	5.2292	502	1.0313	0.4667	1.0313	1.0155
0.488	5.25	504	1.0652	0.4357	1.0652	1.0321
0.488	5.2708	506	1.0322	0.4343	1.0322	1.0160
0.488	5.2917	508	0.9348	0.4651	0.9348	0.9669
0.488	5.3125	510	0.8841	0.4871	0.8841	0.9403
0.488	5.3333	512	0.8745	0.4920	0.8745	0.9351
0.488	5.3542	514	0.8757	0.5168	0.8757	0.9358
0.488	5.375	516	0.8587	0.4894	0.8587	0.9267
0.488	5.3958	518	0.8489	0.5148	0.8489	0.9214
0.488	5.4167	520	0.8478	0.4909	0.8478	0.9208
0.488	5.4375	522	0.8466	0.5049	0.8466	0.9201
0.488	5.4583	524	0.8510	0.4838	0.8510	0.9225
0.488	5.4792	526	0.8626	0.4957	0.8626	0.9288
0.488	5.5	528	0.8466	0.4825	0.8466	0.9201
0.488	5.5208	530	0.7864	0.4784	0.7864	0.8868
0.488	5.5417	532	0.7803	0.4706	0.7803	0.8833
0.488	5.5625	534	0.8252	0.4821	0.8252	0.9084
0.488	5.5833	536	0.9209	0.4457	0.9209	0.9597
0.488	5.6042	538	0.9794	0.4281	0.9794	0.9896
0.488	5.625	540	1.0440	0.4327	1.0440	1.0217
0.488	5.6458	542	0.9959	0.4406	0.9959	0.9979
0.488	5.6667	544	0.9140	0.5056	0.9140	0.9560
0.488	5.6875	546	0.8507	0.4946	0.8507	0.9223
0.488	5.7083	548	0.8645	0.4845	0.8645	0.9298
0.488	5.7292	550	0.9033	0.5017	0.9033	0.9504
0.488	5.75	552	0.9441	0.5136	0.9441	0.9717
0.488	5.7708	554	1.0314	0.4619	1.0314	1.0156
0.488	5.7917	556	1.1501	0.4143	1.1501	1.0724
0.488	5.8125	558	1.1627	0.4073	1.1627	1.0783
0.488	5.8333	560	1.0941	0.4131	1.0941	1.0460
0.488	5.8542	562	0.9883	0.4594	0.9883	0.9941
0.488	5.875	564	0.8562	0.5238	0.8562	0.9253
0.488	5.8958	566	0.7949	0.5174	0.7949	0.8916
0.488	5.9167	568	0.7949	0.5131	0.7949	0.8916
0.488	5.9375	570	0.8412	0.5196	0.8412	0.9172
0.488	5.9583	572	0.9046	0.5194	0.9046	0.9511
0.488	5.9792	574	0.9451	0.5081	0.9451	0.9722
0.488	6.0	576	0.9779	0.5073	0.9779	0.9889
0.488	6.0208	578	1.0311	0.4608	1.0311	1.0154
0.488	6.0417	580	1.0124	0.4714	1.0124	1.0062
0.488	6.0625	582	0.9499	0.4664	0.9499	0.9746
0.488	6.0833	584	0.9084	0.5043	0.9084	0.9531
0.488	6.1042	586	0.9020	0.5049	0.9020	0.9497
0.488	6.125	588	0.9519	0.4738	0.9519	0.9757
0.488	6.1458	590	1.0381	0.4714	1.0381	1.0189
0.488	6.1667	592	1.1042	0.4281	1.1042	1.0508
0.488	6.1875	594	1.0965	0.4445	1.0965	1.0471
0.488	6.2083	596	1.0254	0.4785	1.0254	1.0126
0.488	6.2292	598	0.9739	0.5332	0.9739	0.9869
0.488	6.25	600	0.9627	0.5267	0.9627	0.9812
0.488	6.2708	602	1.0171	0.4780	1.0171	1.0085
0.488	6.2917	604	1.1453	0.4074	1.1453	1.0702
0.488	6.3125	606	1.2057	0.4145	1.2057	1.0980
0.488	6.3333	608	1.1704	0.4145	1.1704	1.0818
0.488	6.3542	610	1.0539	0.4627	1.0539	1.0266
0.488	6.375	612	0.8898	0.4905	0.8898	0.9433
0.488	6.3958	614	0.7776	0.4738	0.7776	0.8818
0.488	6.4167	616	0.7529	0.5307	0.7529	0.8677
0.488	6.4375	618	0.7710	0.5198	0.7710	0.8781
0.488	6.4583	620	0.8217	0.5178	0.8217	0.9065
0.488	6.4792	622	0.9043	0.4895	0.9043	0.9509
0.488	6.5	624	1.0333	0.4678	1.0333	1.0165
0.488	6.5208	626	1.1141	0.4361	1.1141	1.0555
0.488	6.5417	628	1.1507	0.4209	1.1507	1.0727
0.488	6.5625	630	1.0819	0.4305	1.0819	1.0402
0.488	6.5833	632	0.9639	0.4895	0.9639	0.9818
0.488	6.6042	634	0.8488	0.4907	0.8488	0.9213
0.488	6.625	636	0.7903	0.4620	0.7903	0.8890
0.488	6.6458	638	0.7914	0.5177	0.7914	0.8896
0.488	6.6667	640	0.8120	0.5183	0.8120	0.9011
0.488	6.6875	642	0.8281	0.5071	0.8281	0.9100
0.488	6.7083	644	0.8511	0.4930	0.8511	0.9226
0.488	6.7292	646	0.9162	0.5070	0.9162	0.9572
0.488	6.75	648	1.0293	0.4435	1.0293	1.0145
0.488	6.7708	650	1.1059	0.4166	1.1059	1.0516
0.488	6.7917	652	1.1097	0.4419	1.1097	1.0534
0.488	6.8125	654	1.0808	0.4379	1.0808	1.0396
0.488	6.8333	656	0.9981	0.4726	0.9981	0.9990
0.488	6.8542	658	0.9560	0.5134	0.9560	0.9778
0.488	6.875	660	0.9041	0.5041	0.9041	0.9509
0.488	6.8958	662	0.8705	0.4907	0.8705	0.9330
0.488	6.9167	664	0.8479	0.5037	0.8479	0.9208
0.488	6.9375	666	0.8519	0.4907	0.8519	0.9230
0.488	6.9583	668	0.8558	0.4907	0.8558	0.9251
0.488	6.9792	670	0.8850	0.5179	0.8850	0.9407
0.488	7.0	672	0.9499	0.4672	0.9499	0.9746
0.488	7.0208	674	1.0193	0.4439	1.0193	1.0096
0.488	7.0417	676	1.0477	0.4247	1.0477	1.0236
0.488	7.0625	678	1.0236	0.4441	1.0236	1.0117
0.488	7.0833	680	0.9846	0.4411	0.9846	0.9923
0.488	7.1042	682	0.9190	0.4622	0.9190	0.9586
0.488	7.125	684	0.8898	0.4746	0.8898	0.9433
0.488	7.1458	686	0.8676	0.4933	0.8676	0.9314
0.488	7.1667	688	0.8765	0.4933	0.8765	0.9362
0.488	7.1875	690	0.8995	0.4622	0.8995	0.9484
0.488	7.2083	692	0.8990	0.4765	0.8990	0.9482
0.488	7.2292	694	0.9017	0.4691	0.9017	0.9496
0.488	7.25	696	0.9102	0.4368	0.9102	0.9541
0.488	7.2708	698	0.9338	0.4484	0.9338	0.9663
0.488	7.2917	700	0.9424	0.4434	0.9424	0.9708
0.488	7.3125	702	0.9225	0.4595	0.9225	0.9604
0.488	7.3333	704	0.9007	0.4688	0.9007	0.9491
0.488	7.3542	706	0.9200	0.4584	0.9200	0.9592
0.488	7.375	708	0.9827	0.4572	0.9827	0.9913
0.488	7.3958	710	1.0019	0.4412	1.0019	1.0010
0.488	7.4167	712	0.9775	0.4608	0.9775	0.9887
0.488	7.4375	714	0.9588	0.4608	0.9588	0.9792
0.488	7.4583	716	0.9880	0.4595	0.9880	0.9940
0.488	7.4792	718	1.0427	0.4511	1.0427	1.0211
0.488	7.5	720	1.0670	0.4511	1.0670	1.0330
0.488	7.5208	722	1.0573	0.4439	1.0573	1.0283
0.488	7.5417	724	1.0307	0.4314	1.0307	1.0152
0.488	7.5625	726	0.9598	0.4620	0.9598	0.9797
0.488	7.5833	728	0.8801	0.4812	0.8801	0.9381
0.488	7.6042	730	0.8549	0.4934	0.8549	0.9246
0.488	7.625	732	0.8498	0.5066	0.8498	0.9219
0.488	7.6458	734	0.8576	0.5066	0.8576	0.9261
0.488	7.6667	736	0.8663	0.5066	0.8663	0.9308
0.488	7.6875	738	0.8777	0.4812	0.8777	0.9369
0.488	7.7083	740	0.8637	0.4812	0.8637	0.9293
0.488	7.7292	742	0.8566	0.4958	0.8566	0.9255
0.488	7.75	744	0.8781	0.4865	0.8781	0.9371
0.488	7.7708	746	0.9283	0.4899	0.9283	0.9635
0.488	7.7917	748	0.9673	0.4760	0.9673	0.9835
0.488	7.8125	750	0.9931	0.4579	0.9931	0.9965
0.488	7.8333	752	0.9862	0.4592	0.9862	0.9931
0.488	7.8542	754	0.9382	0.4899	0.9382	0.9686
0.488	7.875	756	0.8693	0.5134	0.8693	0.9324
0.488	7.8958	758	0.8031	0.5121	0.8031	0.8961
0.488	7.9167	760	0.7575	0.4802	0.7575	0.8703
0.488	7.9375	762	0.7360	0.4936	0.7360	0.8579
0.488	7.9583	764	0.7362	0.4802	0.7362	0.8580
0.488	7.9792	766	0.7435	0.4856	0.7435	0.8622
0.488	8.0	768	0.7616	0.4850	0.7616	0.8727
0.488	8.0208	770	0.7877	0.5117	0.7877	0.8875
0.488	8.0417	772	0.8301	0.5193	0.8301	0.9111
0.488	8.0625	774	0.8870	0.4936	0.8870	0.9418
0.488	8.0833	776	0.9555	0.4825	0.9555	0.9775
0.488	8.1042	778	0.9945	0.4585	0.9945	0.9973
0.488	8.125	780	0.9974	0.4712	0.9974	0.9987
0.488	8.1458	782	0.9714	0.4985	0.9714	0.9856
0.488	8.1667	784	0.9504	0.4826	0.9504	0.9749
0.488	8.1875	786	0.9458	0.4826	0.9458	0.9725
0.488	8.2083	788	0.9573	0.4710	0.9573	0.9784
0.488	8.2292	790	0.9686	0.4710	0.9686	0.9842
0.488	8.25	792	0.9812	0.4916	0.9812	0.9906
0.488	8.2708	794	0.9711	0.4710	0.9711	0.9855
0.488	8.2917	796	0.9685	0.4805	0.9685	0.9841
0.488	8.3125	798	0.9762	0.4805	0.9762	0.9880
0.488	8.3333	800	0.9987	0.4885	0.9987	0.9994
0.488	8.3542	802	0.9961	0.4734	0.9961	0.9981
0.488	8.375	804	0.9955	0.4739	0.9955	0.9977
0.488	8.3958	806	1.0064	0.4840	1.0064	1.0032
0.488	8.4167	808	0.9987	0.4958	0.9987	0.9993
0.488	8.4375	810	1.0058	0.4785	1.0058	1.0029
0.488	8.4583	812	0.9814	0.4796	0.9814	0.9906
0.488	8.4792	814	0.9748	0.4796	0.9748	0.9873
0.488	8.5	816	0.9812	0.4829	0.9812	0.9906
0.488	8.5208	818	0.9851	0.4765	0.9851	0.9925
0.488	8.5417	820	0.9960	0.4745	0.9960	0.9980
0.488	8.5625	822	0.9935	0.4559	0.9935	0.9968
0.488	8.5833	824	0.9735	0.4678	0.9735	0.9867
0.488	8.6042	826	0.9551	0.4678	0.9551	0.9773
0.488	8.625	828	0.9526	0.4799	0.9526	0.9760
0.488	8.6458	830	0.9404	0.4636	0.9404	0.9697
0.488	8.6667	832	0.9168	0.4715	0.9168	0.9575
0.488	8.6875	834	0.8948	0.4921	0.8948	0.9459
0.488	8.7083	836	0.8684	0.4667	0.8684	0.9319
0.488	8.7292	838	0.8422	0.4697	0.8422	0.9177
0.488	8.75	840	0.8327	0.4675	0.8327	0.9125
0.488	8.7708	842	0.8400	0.4615	0.8400	0.9165
0.488	8.7917	844	0.8507	0.4611	0.8507	0.9223
0.488	8.8125	846	0.8640	0.4435	0.8640	0.9295
0.488	8.8333	848	0.8895	0.4679	0.8895	0.9431
0.488	8.8542	850	0.9156	0.4773	0.9156	0.9568
0.488	8.875	852	0.9390	0.4871	0.9390	0.9690
0.488	8.8958	854	0.9497	0.4922	0.9497	0.9745
0.488	8.9167	856	0.9469	0.4914	0.9469	0.9731
0.488	8.9375	858	0.9449	0.4914	0.9449	0.9721
0.488	8.9583	860	0.9539	0.4914	0.9539	0.9767
0.488	8.9792	862	0.9750	0.5012	0.9750	0.9874
0.488	9.0	864	0.9833	0.4775	0.9833	0.9916
0.488	9.0208	866	0.9818	0.4775	0.9818	0.9909
0.488	9.0417	868	0.9860	0.4775	0.9860	0.9930
0.488	9.0625	870	0.9895	0.4712	0.9895	0.9947
0.488	9.0833	872	0.9974	0.4692	0.9974	0.9987
0.488	9.1042	874	1.0003	0.4692	1.0003	1.0001
0.488	9.125	876	0.9951	0.4755	0.9951	0.9976
0.488	9.1458	878	0.9750	0.4770	0.9750	0.9874
0.488	9.1667	880	0.9478	0.4786	0.9478	0.9736
0.488	9.1875	882	0.9197	0.4914	0.9197	0.9590
0.488	9.2083	884	0.8940	0.4985	0.8940	0.9455
0.488	9.2292	886	0.8806	0.4831	0.8806	0.9384
0.488	9.25	888	0.8814	0.4831	0.8814	0.9388
0.488	9.2708	890	0.8933	0.4831	0.8933	0.9451
0.488	9.2917	892	0.9100	0.4985	0.9100	0.9540
0.488	9.3125	894	0.9232	0.4914	0.9232	0.9608
0.488	9.3333	896	0.9340	0.4914	0.9340	0.9664
0.488	9.3542	898	0.9411	0.4737	0.9411	0.9701
0.488	9.375	900	0.9474	0.4786	0.9474	0.9733
0.488	9.3958	902	0.9556	0.4835	0.9556	0.9775
0.488	9.4167	904	0.9556	0.4835	0.9556	0.9775
0.488	9.4375	906	0.9511	0.4835	0.9511	0.9753
0.488	9.4583	908	0.9494	0.4835	0.9494	0.9743
0.488	9.4792	910	0.9456	0.4835	0.9456	0.9724
0.488	9.5	912	0.9438	0.4835	0.9438	0.9715
0.488	9.5208	914	0.9466	0.4835	0.9466	0.9729
0.488	9.5417	916	0.9458	0.4786	0.9458	0.9725
0.488	9.5625	918	0.9414	0.4786	0.9414	0.9703
0.488	9.5833	920	0.9304	0.4786	0.9304	0.9646
0.488	9.6042	922	0.9230	0.4914	0.9230	0.9607
0.488	9.625	924	0.9153	0.4914	0.9153	0.9567
0.488	9.6458	926	0.9067	0.4914	0.9067	0.9522
0.488	9.6667	928	0.8986	0.4993	0.8986	0.9479
0.488	9.6875	930	0.8914	0.4831	0.8914	0.9442
0.488	9.7083	932	0.8827	0.4951	0.8827	0.9395
0.488	9.7292	934	0.8754	0.4951	0.8754	0.9356
0.488	9.75	936	0.8668	0.4951	0.8668	0.9310
0.488	9.7708	938	0.8621	0.4733	0.8621	0.9285
0.488	9.7917	940	0.8576	0.4855	0.8576	0.9260
0.488	9.8125	942	0.8555	0.4855	0.8555	0.9250
0.488	9.8333	944	0.8546	0.4855	0.8546	0.9244
0.488	9.8542	946	0.8552	0.4855	0.8552	0.9247
0.488	9.875	948	0.8560	0.4855	0.8560	0.9252
0.488	9.8958	950	0.8573	0.4855	0.8573	0.9259
0.488	9.9167	952	0.8586	0.4855	0.8586	0.9266
0.488	9.9375	954	0.8595	0.4855	0.8595	0.9271
0.488	9.9583	956	0.8603	0.4733	0.8603	0.9275
0.488	9.9792	958	0.8611	0.4733	0.8611	0.9280
0.488	10.0	960	0.8615	0.4733	0.8615	0.9282

Framework versions

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