ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k16_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: 1.1149
• Qwk: 0.3959
• Mse: 1.1149
• Rmse: 1.0559

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	0.0244	2	3.9869	-0.0239	3.9869	1.9967
No log	0.0488	4	2.0139	0.0638	2.0139	1.4191
No log	0.0732	6	1.0626	0.0569	1.0626	1.0308
No log	0.0976	8	0.7209	0.2666	0.7209	0.8491
No log	0.1220	10	0.7605	0.1314	0.7605	0.8721
No log	0.1463	12	0.7941	0.1819	0.7941	0.8911
No log	0.1707	14	0.7871	0.1728	0.7871	0.8872
No log	0.1951	16	0.6955	0.1481	0.6955	0.8340
No log	0.2195	18	0.7707	0.1415	0.7707	0.8779
No log	0.2439	20	0.7152	0.2010	0.7152	0.8457
No log	0.2683	22	0.6460	0.1469	0.6460	0.8038
No log	0.2927	24	0.7760	0.0842	0.7760	0.8809
No log	0.3171	26	0.8694	0.0610	0.8694	0.9324
No log	0.3415	28	0.8470	0.0446	0.8470	0.9203
No log	0.3659	30	0.7833	0.0562	0.7833	0.8850
No log	0.3902	32	0.6933	0.1277	0.6933	0.8327
No log	0.4146	34	0.6534	0.2637	0.6534	0.8083
No log	0.4390	36	0.6545	0.2543	0.6545	0.8090
No log	0.4634	38	0.6257	0.2546	0.6257	0.7910
No log	0.4878	40	0.6302	0.3260	0.6302	0.7939
No log	0.5122	42	0.7494	0.3252	0.7494	0.8657
No log	0.5366	44	0.8207	0.2453	0.8207	0.9059
No log	0.5610	46	0.7920	0.3039	0.7920	0.8900
No log	0.5854	48	0.6833	0.3579	0.6833	0.8266
No log	0.6098	50	0.6613	0.4134	0.6613	0.8132
No log	0.6341	52	0.6412	0.4428	0.6412	0.8007
No log	0.6585	54	0.6746	0.4295	0.6746	0.8214
No log	0.6829	56	0.8085	0.2988	0.8085	0.8992
No log	0.7073	58	1.0211	0.2887	1.0211	1.0105
No log	0.7317	60	1.3798	0.1978	1.3798	1.1746
No log	0.7561	62	1.8189	0.1917	1.8189	1.3487
No log	0.7805	64	1.7619	0.2106	1.7619	1.3274
No log	0.8049	66	1.4230	0.2639	1.4230	1.1929
No log	0.8293	68	1.1289	0.2856	1.1289	1.0625
No log	0.8537	70	0.9865	0.2724	0.9865	0.9932
No log	0.8780	72	1.1191	0.2516	1.1191	1.0579
No log	0.9024	74	1.4370	0.3119	1.4370	1.1988
No log	0.9268	76	1.5955	0.3051	1.5955	1.2631
No log	0.9512	78	1.5402	0.2713	1.5402	1.2410
No log	0.9756	80	1.3249	0.3494	1.3249	1.1511
No log	1.0	82	1.3449	0.3494	1.3449	1.1597
No log	1.0244	84	1.5297	0.2729	1.5297	1.2368
No log	1.0488	86	1.8255	0.2729	1.8255	1.3511
No log	1.0732	88	1.9287	0.2784	1.9287	1.3888
No log	1.0976	90	1.9039	0.2795	1.9039	1.3798
No log	1.1220	92	2.0500	0.2617	2.0500	1.4318
No log	1.1463	94	2.4057	0.1950	2.4057	1.5510
No log	1.1707	96	2.6689	0.1925	2.6689	1.6337
No log	1.1951	98	2.2682	0.1894	2.2682	1.5060
No log	1.2195	100	1.7015	0.2465	1.7015	1.3044
No log	1.2439	102	1.3324	0.3138	1.3324	1.1543
No log	1.2683	104	1.3755	0.3312	1.3755	1.1728
No log	1.2927	106	1.5582	0.2393	1.5582	1.2483
No log	1.3171	108	1.7572	0.2364	1.7572	1.3256
No log	1.3415	110	1.9812	0.2246	1.9812	1.4076
No log	1.3659	112	1.8745	0.2482	1.8745	1.3691
No log	1.3902	114	1.6262	0.2275	1.6262	1.2752
No log	1.4146	116	1.4340	0.2464	1.4340	1.1975
No log	1.4390	118	1.2473	0.2654	1.2473	1.1168
No log	1.4634	120	0.9270	0.3073	0.9270	0.9628
No log	1.4878	122	0.9382	0.3619	0.9382	0.9686
No log	1.5122	124	1.1298	0.2628	1.1298	1.0629
No log	1.5366	126	1.1969	0.2675	1.1969	1.0940
No log	1.5610	128	0.9914	0.3672	0.9914	0.9957
No log	1.5854	130	0.8442	0.3326	0.8442	0.9188
No log	1.6098	132	0.9489	0.3487	0.9489	0.9741
No log	1.6341	134	1.0581	0.3258	1.0581	1.0286
No log	1.6585	136	1.3196	0.3139	1.3196	1.1487
No log	1.6829	138	1.7549	0.2863	1.7549	1.3247
No log	1.7073	140	2.2325	0.2393	2.2325	1.4941
No log	1.7317	142	2.2422	0.2413	2.2422	1.4974
No log	1.7561	144	1.8648	0.2953	1.8648	1.3656
No log	1.7805	146	1.3429	0.3647	1.3429	1.1588
No log	1.8049	148	1.1444	0.3599	1.1444	1.0697
No log	1.8293	150	1.2572	0.3566	1.2572	1.1213
No log	1.8537	152	1.7773	0.2792	1.7773	1.3332
No log	1.8780	154	1.8044	0.2689	1.8044	1.3433
No log	1.9024	156	1.4098	0.3268	1.4098	1.1873
No log	1.9268	158	0.9115	0.3482	0.9115	0.9547
No log	1.9512	160	0.8115	0.3982	0.8115	0.9008
No log	1.9756	162	0.9409	0.3678	0.9409	0.9700
No log	2.0	164	1.1905	0.3361	1.1905	1.0911
No log	2.0244	166	1.6411	0.3355	1.6411	1.2811
No log	2.0488	168	1.6546	0.3320	1.6546	1.2863
No log	2.0732	170	1.4348	0.3690	1.4348	1.1978
No log	2.0976	172	1.3526	0.3383	1.3526	1.1630
No log	2.1220	174	1.6075	0.3623	1.6075	1.2679
No log	2.1463	176	1.9905	0.2810	1.9905	1.4108
No log	2.1707	178	2.2195	0.2216	2.2195	1.4898
No log	2.1951	180	2.1025	0.2333	2.1025	1.4500
No log	2.2195	182	1.6460	0.3053	1.6460	1.2830
No log	2.2439	184	1.2597	0.3254	1.2597	1.1224
No log	2.2683	186	1.2206	0.3112	1.2206	1.1048
No log	2.2927	188	1.4281	0.3416	1.4281	1.1950
No log	2.3171	190	1.6753	0.3451	1.6753	1.2943
No log	2.3415	192	1.6772	0.2881	1.6772	1.2951
No log	2.3659	194	1.5647	0.3251	1.5647	1.2509
No log	2.3902	196	1.4875	0.3355	1.4875	1.2196
No log	2.4146	198	1.4807	0.3553	1.4807	1.2168
No log	2.4390	200	1.5025	0.3344	1.5025	1.2258
No log	2.4634	202	1.2565	0.3855	1.2565	1.1209
No log	2.4878	204	1.1041	0.3835	1.1041	1.0508
No log	2.5122	206	1.1712	0.3554	1.1712	1.0822
No log	2.5366	208	1.3534	0.3268	1.3534	1.1634
No log	2.5610	210	1.6010	0.3121	1.6010	1.2653
No log	2.5854	212	1.5627	0.3084	1.5627	1.2501
No log	2.6098	214	1.3390	0.3338	1.3390	1.1572
No log	2.6341	216	1.3579	0.3378	1.3579	1.1653
No log	2.6585	218	1.7028	0.3054	1.7028	1.3049
No log	2.6829	220	2.0601	0.2616	2.0601	1.4353
No log	2.7073	222	1.8855	0.2632	1.8855	1.3731
No log	2.7317	224	1.4163	0.3338	1.4163	1.1901
No log	2.7561	226	1.1253	0.3690	1.1253	1.0608
No log	2.7805	228	1.0777	0.3947	1.0777	1.0381
No log	2.8049	230	1.2345	0.3474	1.2345	1.1111
No log	2.8293	232	1.2905	0.3515	1.2905	1.1360
No log	2.8537	234	1.4177	0.3674	1.4177	1.1907
No log	2.8780	236	1.5688	0.3369	1.5688	1.2525
No log	2.9024	238	1.6662	0.3272	1.6662	1.2908
No log	2.9268	240	1.4349	0.3337	1.4349	1.1979
No log	2.9512	242	1.1841	0.3673	1.1841	1.0882
No log	2.9756	244	1.0467	0.3932	1.0467	1.0231
No log	3.0	246	1.1139	0.3781	1.1139	1.0554
No log	3.0244	248	1.3004	0.3642	1.3004	1.1403
No log	3.0488	250	1.5224	0.3233	1.5224	1.2338
No log	3.0732	252	1.5769	0.3201	1.5769	1.2558
No log	3.0976	254	1.3350	0.3937	1.3350	1.1554
No log	3.1220	256	1.0493	0.4196	1.0493	1.0244
No log	3.1463	258	0.9978	0.4292	0.9978	0.9989
No log	3.1707	260	1.0219	0.4275	1.0219	1.0109
No log	3.1951	262	1.1895	0.4054	1.1895	1.0907
No log	3.2195	264	1.5009	0.3538	1.5009	1.2251
No log	3.2439	266	1.6006	0.3469	1.6006	1.2651
No log	3.2683	268	1.4412	0.3749	1.4412	1.2005
No log	3.2927	270	1.2216	0.4130	1.2216	1.1053
No log	3.3171	272	1.0904	0.4065	1.0904	1.0442
No log	3.3415	274	1.0891	0.3942	1.0891	1.0436
No log	3.3659	276	1.1667	0.3988	1.1667	1.0801
No log	3.3902	278	1.3036	0.4022	1.3036	1.1418
No log	3.4146	280	1.3894	0.3609	1.3894	1.1787
No log	3.4390	282	1.3439	0.3683	1.3439	1.1593
No log	3.4634	284	1.2108	0.3830	1.2108	1.1004
No log	3.4878	286	1.1309	0.3899	1.1309	1.0634
No log	3.5122	288	0.9501	0.4100	0.9501	0.9747
No log	3.5366	290	0.8510	0.4289	0.8510	0.9225
No log	3.5610	292	0.8450	0.4474	0.8450	0.9192
No log	3.5854	294	0.8428	0.4474	0.8428	0.9180
No log	3.6098	296	0.9078	0.4176	0.9078	0.9528
No log	3.6341	298	1.0985	0.3823	1.0985	1.0481
No log	3.6585	300	1.3442	0.3767	1.3442	1.1594
No log	3.6829	302	1.3794	0.3882	1.3794	1.1745
No log	3.7073	304	1.2465	0.3971	1.2465	1.1165
No log	3.7317	306	1.1487	0.3828	1.1487	1.0718
No log	3.7561	308	1.1949	0.3739	1.1949	1.0931
No log	3.7805	310	1.2394	0.3799	1.2394	1.1133
No log	3.8049	312	1.2087	0.4010	1.2087	1.0994
No log	3.8293	314	1.1220	0.3798	1.1220	1.0592
No log	3.8537	316	1.1262	0.3794	1.1262	1.0612
No log	3.8780	318	1.0895	0.3889	1.0895	1.0438
No log	3.9024	320	1.1584	0.4065	1.1584	1.0763
No log	3.9268	322	1.2742	0.4001	1.2742	1.1288
No log	3.9512	324	1.4213	0.3928	1.4213	1.1922
No log	3.9756	326	1.2690	0.4001	1.2690	1.1265
No log	4.0	328	1.1100	0.4533	1.1100	1.0536
No log	4.0244	330	1.0551	0.4343	1.0551	1.0272
No log	4.0488	332	1.1371	0.4173	1.1371	1.0663
No log	4.0732	334	1.3456	0.3498	1.3456	1.1600
No log	4.0976	336	1.3494	0.3454	1.3494	1.1616
No log	4.1220	338	1.1521	0.3930	1.1521	1.0734
No log	4.1463	340	0.9776	0.4265	0.9776	0.9887
No log	4.1707	342	0.9730	0.4201	0.9730	0.9864
No log	4.1951	344	1.0698	0.4125	1.0698	1.0343
No log	4.2195	346	1.1812	0.4175	1.1812	1.0868
No log	4.2439	348	1.3537	0.3683	1.3537	1.1635
No log	4.2683	350	1.4709	0.3585	1.4709	1.2128
No log	4.2927	352	1.3724	0.3700	1.3724	1.1715
No log	4.3171	354	1.1677	0.4116	1.1677	1.0806
No log	4.3415	356	1.0467	0.4264	1.0467	1.0231
No log	4.3659	358	1.0152	0.4236	1.0152	1.0076
No log	4.3902	360	1.1248	0.4194	1.1248	1.0605
No log	4.4146	362	1.3071	0.4423	1.3071	1.1433
No log	4.4390	364	1.4616	0.4154	1.4616	1.2090
No log	4.4634	366	1.4232	0.4094	1.4232	1.1930
No log	4.4878	368	1.3613	0.3991	1.3613	1.1667
No log	4.5122	370	1.2310	0.4043	1.2310	1.1095
No log	4.5366	372	1.1468	0.4273	1.1468	1.0709
No log	4.5610	374	1.1136	0.4273	1.1136	1.0553
No log	4.5854	376	1.1334	0.4206	1.1334	1.0646
No log	4.6098	378	1.1545	0.4269	1.1545	1.0745
No log	4.6341	380	1.1365	0.4199	1.1365	1.0661
No log	4.6585	382	1.2063	0.4209	1.2063	1.0983
No log	4.6829	384	1.1778	0.4092	1.1778	1.0853
No log	4.7073	386	1.1116	0.4250	1.1116	1.0543
No log	4.7317	388	1.0819	0.4338	1.0819	1.0402
No log	4.7561	390	1.0254	0.4563	1.0254	1.0126
No log	4.7805	392	0.9642	0.4568	0.9642	0.9819
No log	4.8049	394	0.9428	0.4453	0.9428	0.9710
No log	4.8293	396	0.9671	0.4440	0.9671	0.9834
No log	4.8537	398	1.0065	0.4539	1.0065	1.0033
No log	4.8780	400	1.0756	0.4622	1.0756	1.0371
No log	4.9024	402	1.2410	0.4209	1.2410	1.1140
No log	4.9268	404	1.2870	0.3907	1.2870	1.1345
No log	4.9512	406	1.1858	0.4053	1.1858	1.0889
No log	4.9756	408	0.9880	0.4636	0.9880	0.9940
No log	5.0	410	0.8976	0.4584	0.8976	0.9474
No log	5.0244	412	0.8908	0.4529	0.8908	0.9438
No log	5.0488	414	0.8948	0.4794	0.8948	0.9459
No log	5.0732	416	0.8814	0.4894	0.8814	0.9388
No log	5.0976	418	0.9357	0.4792	0.9357	0.9673
No log	5.1220	420	1.0496	0.4264	1.0496	1.0245
No log	5.1463	422	1.1065	0.4137	1.1065	1.0519
No log	5.1707	424	1.0597	0.4234	1.0597	1.0294
No log	5.1951	426	0.9863	0.4440	0.9863	0.9931
No log	5.2195	428	0.9454	0.4874	0.9454	0.9723
No log	5.2439	430	0.9215	0.4498	0.9215	0.9599
No log	5.2683	432	0.9231	0.4553	0.9231	0.9608
No log	5.2927	434	0.9813	0.4316	0.9813	0.9906
No log	5.3171	436	1.0334	0.4187	1.0334	1.0165
No log	5.3415	438	1.0771	0.3827	1.0771	1.0378
No log	5.3659	440	1.0381	0.3672	1.0381	1.0189
No log	5.3902	442	0.9301	0.4451	0.9301	0.9644
No log	5.4146	444	0.9121	0.4567	0.9121	0.9550
No log	5.4390	446	0.9262	0.4506	0.9262	0.9624
No log	5.4634	448	0.9729	0.4288	0.9729	0.9863
No log	5.4878	450	0.9962	0.4590	0.9962	0.9981
No log	5.5122	452	0.9705	0.4309	0.9705	0.9851
No log	5.5366	454	0.9921	0.4579	0.9921	0.9961
No log	5.5610	456	1.0355	0.4737	1.0355	1.0176
No log	5.5854	458	1.1292	0.4441	1.1292	1.0626
No log	5.6098	460	1.1998	0.4310	1.1998	1.0953
No log	5.6341	462	1.2567	0.4141	1.2567	1.1210
No log	5.6585	464	1.2424	0.4014	1.2424	1.1146
No log	5.6829	466	1.1486	0.4180	1.1486	1.0717
No log	5.7073	468	1.0626	0.4504	1.0626	1.0308
No log	5.7317	470	1.0222	0.4479	1.0222	1.0111
No log	5.7561	472	1.0424	0.4393	1.0424	1.0210
No log	5.7805	474	1.0680	0.4224	1.0680	1.0334
No log	5.8049	476	1.0176	0.4155	1.0176	1.0087
No log	5.8293	478	0.9378	0.4169	0.9378	0.9684
No log	5.8537	480	0.9432	0.4169	0.9432	0.9712
No log	5.8780	482	1.0187	0.4037	1.0187	1.0093
No log	5.9024	484	1.2105	0.4004	1.2105	1.1002
No log	5.9268	486	1.3656	0.3713	1.3656	1.1686
No log	5.9512	488	1.3711	0.3609	1.3711	1.1709
No log	5.9756	490	1.2154	0.3773	1.2154	1.1025
No log	6.0	492	1.0855	0.3886	1.0855	1.0419
No log	6.0244	494	1.0063	0.3965	1.0063	1.0031
No log	6.0488	496	0.9911	0.4270	0.9911	0.9955
No log	6.0732	498	1.0439	0.4053	1.0439	1.0217
0.438	6.0976	500	1.1529	0.3876	1.1529	1.0737
0.438	6.1220	502	1.2846	0.3726	1.2846	1.1334
0.438	6.1463	504	1.3628	0.3771	1.3628	1.1674
0.438	6.1707	506	1.3627	0.3771	1.3627	1.1674
0.438	6.1951	508	1.2693	0.3768	1.2693	1.1266
0.438	6.2195	510	1.1421	0.3886	1.1421	1.0687
0.438	6.2439	512	1.0593	0.4060	1.0593	1.0292
0.438	6.2683	514	1.0677	0.4058	1.0677	1.0333
0.438	6.2927	516	1.1666	0.3849	1.1666	1.0801
0.438	6.3171	518	1.3099	0.3843	1.3099	1.1445
0.438	6.3415	520	1.3523	0.3783	1.3523	1.1629
0.438	6.3659	522	1.2635	0.3832	1.2635	1.1240
0.438	6.3902	524	1.1079	0.3844	1.1079	1.0526
0.438	6.4146	526	0.9475	0.4548	0.9475	0.9734
0.438	6.4390	528	0.8954	0.4406	0.8954	0.9463
0.438	6.4634	530	0.9111	0.4356	0.9111	0.9545
0.438	6.4878	532	0.9762	0.4446	0.9762	0.9880
0.438	6.5122	534	1.0220	0.4207	1.0220	1.0109
0.438	6.5366	536	1.0489	0.4083	1.0489	1.0242
0.438	6.5610	538	1.0325	0.4282	1.0325	1.0161
0.438	6.5854	540	0.9825	0.4410	0.9825	0.9912
0.438	6.6098	542	0.9105	0.4571	0.9105	0.9542
0.438	6.6341	544	0.9062	0.4473	0.9062	0.9520
0.438	6.6585	546	0.9479	0.4270	0.9479	0.9736
0.438	6.6829	548	1.0215	0.4406	1.0215	1.0107
0.438	6.7073	550	1.1281	0.4179	1.1281	1.0621
0.438	6.7317	552	1.1714	0.4222	1.1714	1.0823
0.438	6.7561	554	1.1300	0.4179	1.1300	1.0630
0.438	6.7805	556	1.0232	0.4454	1.0232	1.0115
0.438	6.8049	558	0.9253	0.4386	0.9253	0.9619
0.438	6.8293	560	0.9022	0.4439	0.9022	0.9498
0.438	6.8537	562	0.9363	0.4386	0.9363	0.9676
0.438	6.8780	564	0.9673	0.4417	0.9673	0.9835
0.438	6.9024	566	0.9653	0.4402	0.9653	0.9825
0.438	6.9268	568	0.9941	0.4348	0.9941	0.9970
0.438	6.9512	570	1.0495	0.3913	1.0495	1.0245
0.438	6.9756	572	1.1040	0.4152	1.1040	1.0507
0.438	7.0	574	1.1267	0.4267	1.1267	1.0615
0.438	7.0244	576	1.1047	0.4152	1.1047	1.0511
0.438	7.0488	578	1.0263	0.4177	1.0263	1.0131
0.438	7.0732	580	0.9954	0.4193	0.9954	0.9977
0.438	7.0976	582	0.9958	0.4194	0.9958	0.9979
0.438	7.1220	584	1.0444	0.3986	1.0444	1.0220
0.438	7.1463	586	1.1234	0.4336	1.1234	1.0599
0.438	7.1707	588	1.1863	0.4132	1.1863	1.0892
0.438	7.1951	590	1.1966	0.4068	1.1966	1.0939
0.438	7.2195	592	1.1672	0.4174	1.1672	1.0804
0.438	7.2439	594	1.1024	0.4126	1.1024	1.0499
0.438	7.2683	596	1.0751	0.4345	1.0751	1.0369
0.438	7.2927	598	1.0713	0.4332	1.0713	1.0350
0.438	7.3171	600	1.0959	0.4211	1.0959	1.0468
0.438	7.3415	602	1.1223	0.4198	1.1223	1.0594
0.438	7.3659	604	1.1089	0.4149	1.1089	1.0531
0.438	7.3902	606	1.1004	0.4068	1.1004	1.0490
0.438	7.4146	608	1.0735	0.4174	1.0735	1.0361
0.438	7.4390	610	1.0411	0.4236	1.0411	1.0203
0.438	7.4634	612	1.0074	0.4054	1.0074	1.0037
0.438	7.4878	614	1.0031	0.4236	1.0031	1.0015
0.438	7.5122	616	0.9870	0.4353	0.9870	0.9935
0.438	7.5366	618	0.9831	0.4287	0.9831	0.9915
0.438	7.5610	620	0.9653	0.4403	0.9653	0.9825
0.438	7.5854	622	0.9288	0.4564	0.9288	0.9637
0.438	7.6098	624	0.9398	0.4475	0.9398	0.9694
0.438	7.6341	626	0.9674	0.4168	0.9674	0.9836
0.438	7.6585	628	0.9823	0.4168	0.9823	0.9911
0.438	7.6829	630	0.9991	0.4485	0.9991	0.9996
0.438	7.7073	632	0.9937	0.4387	0.9937	0.9968
0.438	7.7317	634	0.9782	0.4438	0.9782	0.9890
0.438	7.7561	636	0.9719	0.4518	0.9719	0.9859
0.438	7.7805	638	0.9935	0.4289	0.9935	0.9967
0.438	7.8049	640	1.0288	0.4147	1.0288	1.0143
0.438	7.8293	642	1.0614	0.4402	1.0614	1.0303
0.438	7.8537	644	1.1138	0.4166	1.1138	1.0553
0.438	7.8780	646	1.1727	0.4194	1.1727	1.0829
0.438	7.9024	648	1.2523	0.4278	1.2523	1.1191
0.438	7.9268	650	1.2763	0.4027	1.2763	1.1298
0.438	7.9512	652	1.2554	0.4025	1.2554	1.1205
0.438	7.9756	654	1.2114	0.4238	1.2114	1.1006
0.438	8.0	656	1.1647	0.4237	1.1647	1.0792
0.438	8.0244	658	1.1302	0.4237	1.1302	1.0631
0.438	8.0488	660	1.0969	0.4566	1.0969	1.0473
0.438	8.0732	662	1.0753	0.4329	1.0753	1.0370
0.438	8.0976	664	1.0815	0.4164	1.0815	1.0399
0.438	8.1220	666	1.0926	0.4458	1.0926	1.0453
0.438	8.1463	668	1.0993	0.4221	1.0993	1.0485
0.438	8.1707	670	1.0908	0.4250	1.0908	1.0444
0.438	8.1951	672	1.0961	0.4297	1.0961	1.0470
0.438	8.2195	674	1.0998	0.4312	1.0998	1.0487
0.438	8.2439	676	1.0924	0.4192	1.0924	1.0452
0.438	8.2683	678	1.1084	0.4149	1.1084	1.0528
0.438	8.2927	680	1.1412	0.4296	1.1412	1.0683
0.438	8.3171	682	1.1690	0.4076	1.1690	1.0812
0.438	8.3415	684	1.1825	0.4190	1.1825	1.0874
0.438	8.3659	686	1.1866	0.4027	1.1866	1.0893
0.438	8.3902	688	1.1704	0.4027	1.1704	1.0819
0.438	8.4146	690	1.1869	0.3967	1.1869	1.0894
0.438	8.4390	692	1.1825	0.3967	1.1825	1.0874
0.438	8.4634	694	1.1604	0.3983	1.1604	1.0772
0.438	8.4878	696	1.1259	0.3910	1.1259	1.0611
0.438	8.5122	698	1.0942	0.4016	1.0942	1.0460
0.438	8.5366	700	1.0522	0.3833	1.0522	1.0258
0.438	8.5610	702	1.0024	0.4105	1.0024	1.0012
0.438	8.5854	704	0.9818	0.4105	0.9818	0.9909
0.438	8.6098	706	0.9890	0.4105	0.9890	0.9945
0.438	8.6341	708	0.9844	0.4464	0.9844	0.9922
0.438	8.6585	710	0.9948	0.4253	0.9948	0.9974
0.438	8.6829	712	1.0257	0.4361	1.0257	1.0128
0.438	8.7073	714	1.0525	0.4128	1.0525	1.0259
0.438	8.7317	716	1.0753	0.4129	1.0753	1.0370
0.438	8.7561	718	1.0895	0.4004	1.0895	1.0438
0.438	8.7805	720	1.1247	0.4031	1.1247	1.0605
0.438	8.8049	722	1.1667	0.4222	1.1667	1.0801
0.438	8.8293	724	1.1947	0.4033	1.1947	1.0930
0.438	8.8537	726	1.2010	0.4033	1.2010	1.0959
0.438	8.8780	728	1.1928	0.4033	1.1928	1.0921
0.438	8.9024	730	1.1846	0.4033	1.1846	1.0884
0.438	8.9268	732	1.1589	0.3999	1.1589	1.0765
0.438	8.9512	734	1.1393	0.3999	1.1393	1.0674
0.438	8.9756	736	1.1309	0.3999	1.1309	1.0634
0.438	9.0	738	1.1103	0.4098	1.1103	1.0537
0.438	9.0244	740	1.0948	0.4068	1.0948	1.0463
0.438	9.0488	742	1.0843	0.3978	1.0843	1.0413
0.438	9.0732	744	1.0771	0.4101	1.0771	1.0378
0.438	9.0976	746	1.0886	0.4040	1.0886	1.0433
0.438	9.1220	748	1.1130	0.3942	1.1130	1.0550
0.438	9.1463	750	1.1270	0.3942	1.1270	1.0616
0.438	9.1707	752	1.1294	0.3942	1.1294	1.0627
0.438	9.1951	754	1.1297	0.3842	1.1297	1.0629
0.438	9.2195	756	1.1258	0.3782	1.1258	1.0610
0.438	9.2439	758	1.1142	0.3826	1.1142	1.0556
0.438	9.2683	760	1.1103	0.4055	1.1103	1.0537
0.438	9.2927	762	1.1080	0.4039	1.1080	1.0526
0.438	9.3171	764	1.1172	0.4039	1.1172	1.0570
0.438	9.3415	766	1.1288	0.3959	1.1288	1.0624
0.438	9.3659	768	1.1394	0.3959	1.1394	1.0674
0.438	9.3902	770	1.1441	0.3920	1.1441	1.0696
0.438	9.4146	772	1.1483	0.3920	1.1483	1.0716
0.438	9.4390	774	1.1426	0.3920	1.1426	1.0689
0.438	9.4634	776	1.1374	0.3920	1.1374	1.0665
0.438	9.4878	778	1.1405	0.3920	1.1405	1.0679
0.438	9.5122	780	1.1454	0.3920	1.1454	1.0702
0.438	9.5366	782	1.1383	0.3920	1.1383	1.0669
0.438	9.5610	784	1.1248	0.3959	1.1248	1.0606
0.438	9.5854	786	1.1079	0.4020	1.1079	1.0526
0.438	9.6098	788	1.0957	0.3953	1.0957	1.0467
0.438	9.6341	790	1.0854	0.3953	1.0854	1.0418
0.438	9.6585	792	1.0744	0.3901	1.0744	1.0365
0.438	9.6829	794	1.0669	0.3828	1.0669	1.0329
0.438	9.7073	796	1.0671	0.3828	1.0671	1.0330
0.438	9.7317	798	1.0736	0.4058	1.0736	1.0362
0.438	9.7561	800	1.0831	0.3953	1.0831	1.0407
0.438	9.7805	802	1.0895	0.3953	1.0895	1.0438
0.438	9.8049	804	1.0975	0.3953	1.0975	1.0476
0.438	9.8293	806	1.1049	0.3890	1.1049	1.0511
0.438	9.8537	808	1.1080	0.3959	1.1080	1.0526
0.438	9.8780	810	1.1111	0.3959	1.1111	1.0541
0.438	9.9024	812	1.1119	0.3959	1.1119	1.0545
0.438	9.9268	814	1.1131	0.3959	1.1131	1.0550
0.438	9.9512	816	1.1146	0.3959	1.1146	1.0558
0.438	9.9756	818	1.1148	0.3959	1.1148	1.0559
0.438	10.0	820	1.1149	0.3959	1.1149	1.0559

Framework versions

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