ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k15_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: 1.0998
• Qwk: 0.4225
• Mse: 1.0998
• Rmse: 1.0487

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	0.0260	2	3.8634	0.0162	3.8634	1.9655
No log	0.0519	4	2.0109	0.0570	2.0109	1.4181
No log	0.0779	6	1.1196	0.0602	1.1196	1.0581
No log	0.1039	8	0.7788	0.0213	0.7788	0.8825
No log	0.1299	10	0.7011	0.2014	0.7011	0.8373
No log	0.1558	12	0.7203	0.1033	0.7203	0.8487
No log	0.1818	14	0.7516	0.1344	0.7516	0.8670
No log	0.2078	16	0.7547	0.1056	0.7547	0.8687
No log	0.2338	18	0.7281	0.0935	0.7281	0.8533
No log	0.2597	20	0.7172	0.1703	0.7172	0.8469
No log	0.2857	22	0.7202	0.1552	0.7202	0.8487
No log	0.3117	24	0.6910	0.1309	0.6910	0.8313
No log	0.3377	26	0.6796	0.2614	0.6796	0.8244
No log	0.3636	28	0.8579	0.2556	0.8579	0.9262
No log	0.3896	30	0.8662	0.2706	0.8662	0.9307
No log	0.4156	32	0.6688	0.3036	0.6688	0.8178
No log	0.4416	34	0.8612	0.2402	0.8612	0.9280
No log	0.4675	36	1.1845	0.1247	1.1845	1.0884
No log	0.4935	38	1.1663	0.0995	1.1663	1.0799
No log	0.5195	40	1.0131	0.1763	1.0131	1.0065
No log	0.5455	42	0.7718	0.2885	0.7718	0.8785
No log	0.5714	44	0.6362	0.2838	0.6362	0.7976
No log	0.5974	46	0.6864	0.2454	0.6864	0.8285
No log	0.6234	48	0.6875	0.2413	0.6875	0.8292
No log	0.6494	50	0.6859	0.3528	0.6859	0.8282
No log	0.6753	52	0.6210	0.3288	0.6210	0.7881
No log	0.7013	54	0.6102	0.2145	0.6102	0.7811
No log	0.7273	56	0.6313	0.2926	0.6313	0.7945
No log	0.7532	58	0.6924	0.4067	0.6924	0.8321
No log	0.7792	60	0.8418	0.3679	0.8418	0.9175
No log	0.8052	62	0.8425	0.4424	0.8425	0.9179
No log	0.8312	64	0.8840	0.4148	0.8840	0.9402
No log	0.8571	66	0.9949	0.3726	0.9949	0.9975
No log	0.8831	68	1.1070	0.3864	1.1070	1.0521
No log	0.9091	70	1.1509	0.3876	1.1509	1.0728
No log	0.9351	72	1.2071	0.3910	1.2071	1.0987
No log	0.9610	74	1.2601	0.3873	1.2601	1.1225
No log	0.9870	76	1.3866	0.3501	1.3866	1.1775
No log	1.0130	78	1.2618	0.3554	1.2618	1.1233
No log	1.0390	80	1.0731	0.4049	1.0731	1.0359
No log	1.0649	82	1.0860	0.3682	1.0860	1.0421
No log	1.0909	84	1.4428	0.3308	1.4428	1.2012
No log	1.1169	86	1.5337	0.3133	1.5337	1.2384
No log	1.1429	88	1.2497	0.3922	1.2497	1.1179
No log	1.1688	90	1.1598	0.3566	1.1598	1.0770
No log	1.1948	92	1.3640	0.35	1.3640	1.1679
No log	1.2208	94	1.6093	0.3228	1.6093	1.2686
No log	1.2468	96	1.6211	0.3070	1.6211	1.2732
No log	1.2727	98	1.5187	0.3542	1.5187	1.2324
No log	1.2987	100	1.3279	0.3586	1.3279	1.1524
No log	1.3247	102	1.2224	0.3449	1.2224	1.1056
No log	1.3506	104	1.2585	0.3476	1.2585	1.1218
No log	1.3766	106	1.5759	0.3380	1.5759	1.2554
No log	1.4026	108	1.6651	0.3463	1.6651	1.2904
No log	1.4286	110	1.3652	0.3637	1.3652	1.1684
No log	1.4545	112	1.1305	0.4167	1.1305	1.0632
No log	1.4805	114	1.1829	0.4172	1.1829	1.0876
No log	1.5065	116	1.2541	0.3736	1.2541	1.1199
No log	1.5325	118	1.1135	0.4721	1.1135	1.0552
No log	1.5584	120	1.1252	0.4547	1.1252	1.0607
No log	1.5844	122	1.1584	0.4284	1.1584	1.0763
No log	1.6104	124	1.1508	0.4669	1.1508	1.0727
No log	1.6364	126	1.1812	0.4079	1.1812	1.0868
No log	1.6623	128	1.2496	0.3614	1.2496	1.1178
No log	1.6883	130	1.3291	0.3298	1.3291	1.1529
No log	1.7143	132	1.0782	0.4165	1.0782	1.0383
No log	1.7403	134	0.9856	0.4736	0.9856	0.9928
No log	1.7662	136	1.0582	0.4899	1.0582	1.0287
No log	1.7922	138	1.0546	0.4749	1.0546	1.0269
No log	1.8182	140	1.1068	0.4725	1.1068	1.0520
No log	1.8442	142	1.1602	0.4636	1.1602	1.0771
No log	1.8701	144	1.3442	0.3395	1.3442	1.1594
No log	1.8961	146	1.3431	0.3155	1.3431	1.1589
No log	1.9221	148	1.0637	0.4169	1.0637	1.0313
No log	1.9481	150	0.9780	0.4256	0.9780	0.9890
No log	1.9740	152	0.9929	0.4145	0.9929	0.9965
No log	2.0	154	1.2057	0.3296	1.2057	1.0980
No log	2.0260	156	1.4004	0.3221	1.4004	1.1834
No log	2.0519	158	1.5038	0.3255	1.5038	1.2263
No log	2.0779	160	1.2228	0.3469	1.2228	1.1058
No log	2.1039	162	0.9208	0.3643	0.9208	0.9596
No log	2.1299	164	0.9029	0.3869	0.9029	0.9502
No log	2.1558	166	0.9270	0.3847	0.9270	0.9628
No log	2.1818	168	1.0922	0.3681	1.0922	1.0451
No log	2.2078	170	1.4783	0.3380	1.4783	1.2159
No log	2.2338	172	1.5510	0.3291	1.5510	1.2454
No log	2.2597	174	1.2357	0.3470	1.2357	1.1116
No log	2.2857	176	1.0450	0.4163	1.0450	1.0222
No log	2.3117	178	1.0502	0.4387	1.0502	1.0248
No log	2.3377	180	1.0326	0.4418	1.0326	1.0162
No log	2.3636	182	1.1086	0.3686	1.1086	1.0529
No log	2.3896	184	1.0151	0.3898	1.0151	1.0075
No log	2.4156	186	0.9283	0.4178	0.9283	0.9635
No log	2.4416	188	0.9103	0.3947	0.9103	0.9541
No log	2.4675	190	0.9575	0.4237	0.9575	0.9785
No log	2.4935	192	1.0187	0.4146	1.0187	1.0093
No log	2.5195	194	0.9888	0.3987	0.9888	0.9944
No log	2.5455	196	1.0199	0.4099	1.0199	1.0099
No log	2.5714	198	1.1450	0.3773	1.1450	1.0700
No log	2.5974	200	1.3184	0.3173	1.3184	1.1482
No log	2.6234	202	1.2645	0.3682	1.2645	1.1245
No log	2.6494	204	1.1600	0.3877	1.1600	1.0770
No log	2.6753	206	1.1558	0.3650	1.1558	1.0751
No log	2.7013	208	1.2002	0.3597	1.2002	1.0955
No log	2.7273	210	1.3944	0.3296	1.3944	1.1808
No log	2.7532	212	1.5846	0.2979	1.5846	1.2588
No log	2.7792	214	1.5628	0.3057	1.5628	1.2501
No log	2.8052	216	1.2786	0.3378	1.2786	1.1307
No log	2.8312	218	1.0314	0.4136	1.0314	1.0156
No log	2.8571	220	0.9986	0.3491	0.9986	0.9993
No log	2.8831	222	0.9889	0.3504	0.9889	0.9944
No log	2.9091	224	0.9734	0.3978	0.9734	0.9866
No log	2.9351	226	1.1677	0.3759	1.1677	1.0806
No log	2.9610	228	1.3490	0.3762	1.3490	1.1615
No log	2.9870	230	1.3329	0.3656	1.3329	1.1545
No log	3.0130	232	1.2472	0.3664	1.2472	1.1168
No log	3.0390	234	1.2290	0.3639	1.2290	1.1086
No log	3.0649	236	1.1899	0.4189	1.1899	1.0908
No log	3.0909	238	1.1543	0.4666	1.1543	1.0744
No log	3.1169	240	1.1716	0.4723	1.1716	1.0824
No log	3.1429	242	1.2082	0.4471	1.2082	1.0992
No log	3.1688	244	1.2619	0.3868	1.2619	1.1234
No log	3.1948	246	1.2408	0.3696	1.2408	1.1139
No log	3.2208	248	1.2316	0.3764	1.2316	1.1098
No log	3.2468	250	1.2060	0.3699	1.2060	1.0982
No log	3.2727	252	1.1849	0.3682	1.1849	1.0885
No log	3.2987	254	1.0190	0.4168	1.0190	1.0094
No log	3.3247	256	1.0023	0.4357	1.0023	1.0012
No log	3.3506	258	1.0868	0.4394	1.0868	1.0425
No log	3.3766	260	1.1828	0.4066	1.1828	1.0875
No log	3.4026	262	1.3338	0.3851	1.3338	1.1549
No log	3.4286	264	1.5682	0.3423	1.5682	1.2523
No log	3.4545	266	1.5571	0.3477	1.5571	1.2478
No log	3.4805	268	1.4642	0.3282	1.4642	1.2100
No log	3.5065	270	1.3270	0.3587	1.3270	1.1519
No log	3.5325	272	1.1614	0.4162	1.1614	1.0777
No log	3.5584	274	1.1634	0.4296	1.1634	1.0786
No log	3.5844	276	1.1655	0.4194	1.1655	1.0796
No log	3.6104	278	1.1680	0.4051	1.1680	1.0807
No log	3.6364	280	1.1286	0.3895	1.1286	1.0624
No log	3.6623	282	1.0168	0.4238	1.0168	1.0084
No log	3.6883	284	0.9431	0.3453	0.9431	0.9712
No log	3.7143	286	0.9206	0.3871	0.9206	0.9595
No log	3.7403	288	0.8730	0.4053	0.8730	0.9344
No log	3.7662	290	0.9194	0.4308	0.9194	0.9589
No log	3.7922	292	1.0377	0.3687	1.0377	1.0187
No log	3.8182	294	1.2218	0.3665	1.2218	1.1054
No log	3.8442	296	1.1886	0.3602	1.1886	1.0902
No log	3.8701	298	1.0192	0.3993	1.0192	1.0095
No log	3.8961	300	0.9383	0.3988	0.9383	0.9687
No log	3.9221	302	0.9532	0.3999	0.9532	0.9763
No log	3.9481	304	0.9829	0.4147	0.9829	0.9914
No log	3.9740	306	1.0598	0.4088	1.0598	1.0295
No log	4.0	308	1.0803	0.3998	1.0803	1.0394
No log	4.0260	310	1.1344	0.4167	1.1344	1.0651
No log	4.0519	312	1.1051	0.3942	1.1051	1.0512
No log	4.0779	314	1.1099	0.3737	1.1099	1.0535
No log	4.1039	316	1.1083	0.3852	1.1083	1.0528
No log	4.1299	318	1.1483	0.3883	1.1483	1.0716
No log	4.1558	320	1.1645	0.4160	1.1645	1.0791
No log	4.1818	322	1.0747	0.4500	1.0747	1.0367
No log	4.2078	324	1.0352	0.4661	1.0352	1.0175
No log	4.2338	326	1.0118	0.4193	1.0118	1.0059
No log	4.2597	328	0.9809	0.3836	0.9809	0.9904
No log	4.2857	330	1.0341	0.4258	1.0341	1.0169
No log	4.3117	332	1.1058	0.4601	1.1058	1.0516
No log	4.3377	334	1.1099	0.4643	1.1099	1.0535
No log	4.3636	336	1.1190	0.4632	1.1190	1.0578
No log	4.3896	338	1.1380	0.4107	1.1380	1.0668
No log	4.4156	340	1.1082	0.4266	1.1082	1.0527
No log	4.4416	342	1.0933	0.4266	1.0933	1.0456
No log	4.4675	344	1.1211	0.4237	1.1211	1.0588
No log	4.4935	346	1.1835	0.4117	1.1835	1.0879
No log	4.5195	348	1.3004	0.4104	1.3004	1.1404
No log	4.5455	350	1.3257	0.4105	1.3257	1.1514
No log	4.5714	352	1.3423	0.3863	1.3423	1.1586
No log	4.5974	354	1.2011	0.3852	1.2011	1.0960
No log	4.6234	356	1.0249	0.4051	1.0249	1.0124
No log	4.6494	358	0.9807	0.4154	0.9807	0.9903
No log	4.6753	360	0.9809	0.4107	0.9809	0.9904
No log	4.7013	362	0.9894	0.3894	0.9894	0.9947
No log	4.7273	364	1.0574	0.4305	1.0574	1.0283
No log	4.7532	366	1.2542	0.3881	1.2542	1.1199
No log	4.7792	368	1.3758	0.3762	1.3758	1.1729
No log	4.8052	370	1.3811	0.3706	1.3811	1.1752
No log	4.8312	372	1.3713	0.3562	1.3713	1.1710
No log	4.8571	374	1.3909	0.3604	1.3909	1.1794
No log	4.8831	376	1.3889	0.3537	1.3889	1.1785
No log	4.9091	378	1.2884	0.4044	1.2884	1.1351
No log	4.9351	380	1.2645	0.4229	1.2645	1.1245
No log	4.9610	382	1.2643	0.4189	1.2643	1.1244
No log	4.9870	384	1.1881	0.4342	1.1881	1.0900
No log	5.0130	386	1.0870	0.3927	1.0870	1.0426
No log	5.0390	388	1.0644	0.3855	1.0644	1.0317
No log	5.0649	390	1.0766	0.4046	1.0766	1.0376
No log	5.0909	392	1.1584	0.4298	1.1584	1.0763
No log	5.1169	394	1.1460	0.4207	1.1460	1.0705
No log	5.1429	396	1.0510	0.4222	1.0510	1.0252
No log	5.1688	398	0.9600	0.4184	0.9600	0.9798
No log	5.1948	400	0.9468	0.4184	0.9468	0.9730
No log	5.2208	402	1.0103	0.4131	1.0103	1.0051
No log	5.2468	404	1.1809	0.3827	1.1809	1.0867
No log	5.2727	406	1.4750	0.3043	1.4750	1.2145
No log	5.2987	408	1.5978	0.2864	1.5978	1.2641
No log	5.3247	410	1.5393	0.3061	1.5393	1.2407
No log	5.3506	412	1.3431	0.3551	1.3431	1.1589
No log	5.3766	414	1.1587	0.4016	1.1587	1.0764
No log	5.4026	416	1.0676	0.3959	1.0676	1.0332
No log	5.4286	418	1.0342	0.3959	1.0342	1.0169
No log	5.4545	420	1.0546	0.4089	1.0546	1.0269
No log	5.4805	422	1.1351	0.3959	1.1351	1.0654
No log	5.5065	424	1.2421	0.4115	1.2421	1.1145
No log	5.5325	426	1.2531	0.3992	1.2531	1.1194
No log	5.5584	428	1.1961	0.4110	1.1961	1.0937
No log	5.5844	430	1.0616	0.3686	1.0616	1.0304
No log	5.6104	432	0.9804	0.4380	0.9804	0.9902
No log	5.6364	434	0.9857	0.3855	0.9857	0.9928
No log	5.6623	436	0.9909	0.3969	0.9909	0.9955
No log	5.6883	438	0.9973	0.3875	0.9973	0.9987
No log	5.7143	440	1.0386	0.4307	1.0386	1.0191
No log	5.7403	442	1.0814	0.3976	1.0814	1.0399
No log	5.7662	444	1.1015	0.3950	1.1015	1.0495
No log	5.7922	446	1.0466	0.4133	1.0466	1.0230
No log	5.8182	448	0.9499	0.4289	0.9499	0.9746
No log	5.8442	450	0.8760	0.4093	0.8760	0.9360
No log	5.8701	452	0.8751	0.4320	0.8751	0.9354
No log	5.8961	454	0.9028	0.4231	0.9028	0.9501
No log	5.9221	456	0.9283	0.4283	0.9283	0.9635
No log	5.9481	458	0.9743	0.4546	0.9743	0.9871
No log	5.9740	460	1.0354	0.4228	1.0354	1.0175
No log	6.0	462	1.1196	0.4113	1.1196	1.0581
No log	6.0260	464	1.1901	0.3922	1.1901	1.0909
No log	6.0519	466	1.1741	0.4017	1.1741	1.0835
No log	6.0779	468	1.1411	0.4015	1.1411	1.0682
No log	6.1039	470	1.0570	0.4153	1.0570	1.0281
No log	6.1299	472	1.0027	0.4195	1.0027	1.0013
No log	6.1558	474	0.9981	0.3998	0.9981	0.9990
No log	6.1818	476	1.0393	0.4526	1.0393	1.0195
No log	6.2078	478	1.0992	0.4284	1.0992	1.0484
No log	6.2338	480	1.1157	0.4180	1.1157	1.0563
No log	6.2597	482	1.1412	0.3907	1.1412	1.0683
No log	6.2857	484	1.1256	0.4033	1.1256	1.0609
No log	6.3117	486	1.0826	0.3798	1.0826	1.0405
No log	6.3377	488	1.0527	0.4016	1.0527	1.0260
No log	6.3636	490	1.0127	0.4250	1.0127	1.0063
No log	6.3896	492	0.9631	0.4299	0.9631	0.9814
No log	6.4156	494	0.9260	0.4284	0.9260	0.9623
No log	6.4416	496	0.8826	0.4035	0.8826	0.9394
No log	6.4675	498	0.8641	0.3958	0.8641	0.9296
0.4629	6.4935	500	0.8621	0.4302	0.8621	0.9285
0.4629	6.5195	502	0.8846	0.4539	0.8846	0.9405
0.4629	6.5455	504	0.9188	0.4302	0.9188	0.9585
0.4629	6.5714	506	0.9489	0.4184	0.9489	0.9741
0.4629	6.5974	508	0.9947	0.4215	0.9947	0.9974
0.4629	6.6234	510	1.0402	0.4135	1.0402	1.0199
0.4629	6.6494	512	1.0483	0.4093	1.0483	1.0239
0.4629	6.6753	514	1.0512	0.4139	1.0512	1.0253
0.4629	6.7013	516	1.0187	0.4349	1.0187	1.0093
0.4629	6.7273	518	0.9894	0.4413	0.9894	0.9947
0.4629	6.7532	520	1.0065	0.4303	1.0065	1.0032
0.4629	6.7792	522	1.0454	0.4092	1.0454	1.0224
0.4629	6.8052	524	1.1268	0.4092	1.1268	1.0615
0.4629	6.8312	526	1.2019	0.4191	1.2019	1.0963
0.4629	6.8571	528	1.2443	0.4143	1.2443	1.1155
0.4629	6.8831	530	1.2112	0.4161	1.2112	1.1005
0.4629	6.9091	532	1.1387	0.4357	1.1387	1.0671
0.4629	6.9351	534	1.0838	0.3980	1.0838	1.0410
0.4629	6.9610	536	1.0542	0.4188	1.0542	1.0268
0.4629	6.9870	538	1.0509	0.3903	1.0509	1.0252
0.4629	7.0130	540	1.0400	0.4094	1.0400	1.0198
0.4629	7.0390	542	1.0335	0.4034	1.0335	1.0166
0.4629	7.0649	544	1.0612	0.4047	1.0612	1.0302
0.4629	7.0909	546	1.0624	0.4092	1.0624	1.0308
0.4629	7.1169	548	1.0373	0.4047	1.0373	1.0185
0.4629	7.1429	550	0.9975	0.4020	0.9975	0.9988
0.4629	7.1688	552	0.9750	0.3993	0.9750	0.9874
0.4629	7.1948	554	0.9765	0.4042	0.9765	0.9882
0.4629	7.2208	556	0.9823	0.4060	0.9823	0.9911
0.4629	7.2468	558	1.0036	0.4131	1.0036	1.0018
0.4629	7.2727	560	1.0433	0.4092	1.0433	1.0214
0.4629	7.2987	562	1.0567	0.4153	1.0567	1.0279
0.4629	7.3247	564	1.0714	0.4153	1.0714	1.0351
0.4629	7.3506	566	1.0717	0.4152	1.0717	1.0352
0.4629	7.3766	568	1.0714	0.4107	1.0714	1.0351
0.4629	7.4026	570	1.0507	0.4003	1.0507	1.0250
0.4629	7.4286	572	1.0327	0.3976	1.0327	1.0162
0.4629	7.4545	574	1.0290	0.4165	1.0290	1.0144
0.4629	7.4805	576	1.0149	0.4275	1.0149	1.0074
0.4629	7.5065	578	1.0062	0.4275	1.0062	1.0031
0.4629	7.5325	580	1.0093	0.4275	1.0093	1.0047
0.4629	7.5584	582	1.0117	0.4275	1.0117	1.0059
0.4629	7.5844	584	1.0119	0.4275	1.0119	1.0059
0.4629	7.6104	586	1.0107	0.4147	1.0107	1.0054
0.4629	7.6364	588	0.9930	0.4147	0.9930	0.9965
0.4629	7.6623	590	0.9825	0.4513	0.9825	0.9912
0.4629	7.6883	592	0.9871	0.4221	0.9871	0.9935
0.4629	7.7143	594	0.9916	0.4270	0.9916	0.9958
0.4629	7.7403	596	0.9735	0.4222	0.9735	0.9867
0.4629	7.7662	598	0.9612	0.4322	0.9612	0.9804
0.4629	7.7922	600	0.9757	0.4353	0.9757	0.9878
0.4629	7.8182	602	0.9992	0.4508	0.9992	0.9996
0.4629	7.8442	604	1.0286	0.4272	1.0286	1.0142
0.4629	7.8701	606	1.0420	0.4192	1.0420	1.0208
0.4629	7.8961	608	1.0560	0.4361	1.0560	1.0276
0.4629	7.9221	610	1.0713	0.4240	1.0713	1.0350
0.4629	7.9481	612	1.0747	0.4327	1.0747	1.0367
0.4629	7.9740	614	1.0889	0.4253	1.0889	1.0435
0.4629	8.0	616	1.1115	0.4253	1.1115	1.0543
0.4629	8.0260	618	1.1349	0.4267	1.1349	1.0653
0.4629	8.0519	620	1.1405	0.4225	1.1405	1.0680
0.4629	8.0779	622	1.1337	0.4183	1.1337	1.0647
0.4629	8.1039	624	1.1156	0.4099	1.1156	1.0562
0.4629	8.1299	626	1.1156	0.4171	1.1156	1.0562
0.4629	8.1558	628	1.1036	0.4186	1.1036	1.0505
0.4629	8.1818	630	1.1035	0.4186	1.1035	1.0505
0.4629	8.2078	632	1.0990	0.4186	1.0990	1.0483
0.4629	8.2338	634	1.1032	0.4186	1.1032	1.0503
0.4629	8.2597	636	1.1127	0.4147	1.1127	1.0548
0.4629	8.2857	638	1.1268	0.4188	1.1268	1.0615
0.4629	8.3117	640	1.1169	0.4147	1.1169	1.0568
0.4629	8.3377	642	1.0948	0.4144	1.0948	1.0463
0.4629	8.3636	644	1.0825	0.4299	1.0825	1.0405
0.4629	8.3896	646	1.0827	0.4056	1.0827	1.0405
0.4629	8.4156	648	1.0933	0.4059	1.0933	1.0456
0.4629	8.4416	650	1.1043	0.4144	1.1043	1.0509
0.4629	8.4675	652	1.1164	0.4255	1.1164	1.0566
0.4629	8.4935	654	1.1231	0.4141	1.1231	1.0598
0.4629	8.5195	656	1.1098	0.4141	1.1098	1.0535
0.4629	8.5455	658	1.0836	0.4141	1.0836	1.0410
0.4629	8.5714	660	1.0569	0.4097	1.0569	1.0281
0.4629	8.5974	662	1.0345	0.4285	1.0345	1.0171
0.4629	8.6234	664	1.0124	0.4351	1.0124	1.0062
0.4629	8.6494	666	0.9969	0.4208	0.9969	0.9985
0.4629	8.6753	668	0.9844	0.3980	0.9844	0.9922
0.4629	8.7013	670	0.9872	0.4028	0.9872	0.9936
0.4629	8.7273	672	0.9847	0.4190	0.9847	0.9923
0.4629	8.7532	674	0.9765	0.4287	0.9765	0.9882
0.4629	8.7792	676	0.9763	0.4287	0.9763	0.9881
0.4629	8.8052	678	0.9790	0.4287	0.9790	0.9895
0.4629	8.8312	680	0.9966	0.4350	0.9966	0.9983
0.4629	8.8571	682	1.0194	0.4285	1.0194	1.0097
0.4629	8.8831	684	1.0449	0.4404	1.0449	1.0222
0.4629	8.9091	686	1.0643	0.4197	1.0643	1.0316
0.4629	8.9351	688	1.0688	0.4313	1.0688	1.0338
0.4629	8.9610	690	1.0754	0.4270	1.0754	1.0370
0.4629	8.9870	692	1.0673	0.4313	1.0673	1.0331
0.4629	9.0130	694	1.0477	0.4255	1.0477	1.0236
0.4629	9.0390	696	1.0303	0.4332	1.0303	1.0150
0.4629	9.0649	698	1.0232	0.4394	1.0233	1.0116
0.4629	9.0909	700	1.0218	0.4394	1.0218	1.0109
0.4629	9.1169	702	1.0197	0.4380	1.0197	1.0098
0.4629	9.1429	704	1.0289	0.4365	1.0289	1.0143
0.4629	9.1688	706	1.0444	0.4299	1.0444	1.0220
0.4629	9.1948	708	1.0543	0.4343	1.0543	1.0268
0.4629	9.2208	710	1.0701	0.4182	1.0701	1.0345
0.4629	9.2468	712	1.0755	0.4225	1.0755	1.0371
0.4629	9.2727	714	1.0826	0.4268	1.0826	1.0405
0.4629	9.2987	716	1.0842	0.4297	1.0842	1.0412
0.4629	9.3247	718	1.0756	0.4312	1.0756	1.0371
0.4629	9.3506	720	1.0678	0.4268	1.0678	1.0334
0.4629	9.3766	722	1.0636	0.4386	1.0636	1.0313
0.4629	9.4026	724	1.0670	0.4386	1.0670	1.0330
0.4629	9.4286	726	1.0745	0.4386	1.0745	1.0366
0.4629	9.4545	728	1.0775	0.4386	1.0775	1.0380
0.4629	9.4805	730	1.0819	0.4341	1.0819	1.0402
0.4629	9.5065	732	1.0910	0.4341	1.0910	1.0445
0.4629	9.5325	734	1.1028	0.4341	1.1028	1.0501
0.4629	9.5584	736	1.1072	0.4225	1.1072	1.0522
0.4629	9.5844	738	1.1056	0.4225	1.1056	1.0515
0.4629	9.6104	740	1.1013	0.4225	1.1013	1.0494
0.4629	9.6364	742	1.0940	0.4225	1.0940	1.0460
0.4629	9.6623	744	1.0875	0.4384	1.0875	1.0428
0.4629	9.6883	746	1.0784	0.4386	1.0784	1.0385
0.4629	9.7143	748	1.0743	0.4386	1.0743	1.0365
0.4629	9.7403	750	1.0716	0.4386	1.0716	1.0352
0.4629	9.7662	752	1.0714	0.4386	1.0714	1.0351
0.4629	9.7922	754	1.0733	0.4386	1.0733	1.0360
0.4629	9.8182	756	1.0761	0.4386	1.0761	1.0373
0.4629	9.8442	758	1.0806	0.4386	1.0806	1.0395
0.4629	9.8701	760	1.0859	0.4341	1.0859	1.0421
0.4629	9.8961	762	1.0917	0.4225	1.0917	1.0448
0.4629	9.9221	764	1.0952	0.4225	1.0952	1.0465
0.4629	9.9481	766	1.0974	0.4225	1.0974	1.0476
0.4629	9.9740	768	1.0991	0.4225	1.0991	1.0484
0.4629	10.0	770	1.0998	0.4225	1.0998	1.0487

Framework versions

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