ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k14_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: 1.0511
• Qwk: 0.4577
• Mse: 1.0511
• Rmse: 1.0252

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	0.0278	2	3.9780	0.0174	3.9780	1.9945
No log	0.0556	4	2.2514	0.0332	2.2514	1.5005
No log	0.0833	6	1.3875	0.0959	1.3875	1.1779
No log	0.1111	8	0.7946	0.0568	0.7946	0.8914
No log	0.1389	10	0.6869	0.2281	0.6869	0.8288
No log	0.1667	12	0.7379	0.1960	0.7379	0.8590
No log	0.1944	14	0.8550	0.1276	0.8550	0.9247
No log	0.2222	16	1.0015	0.2289	1.0015	1.0008
No log	0.25	18	0.8207	0.2847	0.8207	0.9059
No log	0.2778	20	0.6961	0.1946	0.6961	0.8343
No log	0.3056	22	0.6711	0.3468	0.6711	0.8192
No log	0.3333	24	0.6488	0.3512	0.6488	0.8055
No log	0.3611	26	0.6282	0.4053	0.6282	0.7926
No log	0.3889	28	0.6532	0.3923	0.6532	0.8082
No log	0.4167	30	0.6857	0.3904	0.6857	0.8281
No log	0.4444	32	0.5857	0.4932	0.5857	0.7653
No log	0.4722	34	0.7423	0.3433	0.7423	0.8616
No log	0.5	36	0.9621	0.3846	0.9621	0.9809
No log	0.5278	38	0.9984	0.3762	0.9984	0.9992
No log	0.5556	40	0.8363	0.3581	0.8363	0.9145
No log	0.5833	42	0.6285	0.3939	0.6285	0.7928
No log	0.6111	44	0.5991	0.4578	0.5991	0.7740
No log	0.6389	46	0.6663	0.4944	0.6663	0.8163
No log	0.6667	48	0.7740	0.4886	0.7740	0.8798
No log	0.6944	50	0.7492	0.5518	0.7492	0.8656
No log	0.7222	52	0.7185	0.5557	0.7185	0.8477
No log	0.75	54	0.7553	0.4875	0.7553	0.8691
No log	0.7778	56	0.7438	0.5199	0.7438	0.8625
No log	0.8056	58	0.7089	0.4850	0.7089	0.8419
No log	0.8333	60	0.6826	0.4751	0.6826	0.8262
No log	0.8611	62	0.6678	0.4900	0.6678	0.8172
No log	0.8889	64	0.6757	0.4918	0.6757	0.8220
No log	0.9167	66	0.8439	0.4328	0.8439	0.9186
No log	0.9444	68	0.8647	0.4955	0.8647	0.9299
No log	0.9722	70	0.8255	0.5348	0.8255	0.9086
No log	1.0	72	0.8918	0.5430	0.8918	0.9443
No log	1.0278	74	0.9927	0.5076	0.9927	0.9963
No log	1.0556	76	1.1613	0.4631	1.1613	1.0776
No log	1.0833	78	1.3661	0.3573	1.3661	1.1688
No log	1.1111	80	1.1688	0.4478	1.1688	1.0811
No log	1.1389	82	0.9819	0.5050	0.9819	0.9909
No log	1.1667	84	1.0284	0.4808	1.0284	1.0141
No log	1.1944	86	1.2497	0.4472	1.2497	1.1179
No log	1.2222	88	1.2755	0.4454	1.2755	1.1294
No log	1.25	90	1.1102	0.4501	1.1102	1.0537
No log	1.2778	92	1.0860	0.4546	1.0860	1.0421
No log	1.3056	94	1.1328	0.4445	1.1328	1.0643
No log	1.3333	96	1.2344	0.4679	1.2344	1.1110
No log	1.3611	98	1.2787	0.4536	1.2787	1.1308
No log	1.3889	100	1.2798	0.4504	1.2798	1.1313
No log	1.4167	102	1.1918	0.4367	1.1918	1.0917
No log	1.4444	104	1.1419	0.4704	1.1419	1.0686
No log	1.4722	106	1.1523	0.4851	1.1523	1.0735
No log	1.5	108	1.1606	0.4907	1.1606	1.0773
No log	1.5278	110	1.0271	0.5065	1.0271	1.0134
No log	1.5556	112	0.9501	0.4874	0.9501	0.9747
No log	1.5833	114	0.9246	0.5386	0.9246	0.9616
No log	1.6111	116	1.1322	0.4432	1.1322	1.0640
No log	1.6389	118	1.2159	0.4086	1.2159	1.1027
No log	1.6667	120	1.1162	0.4834	1.1162	1.0565
No log	1.6944	122	1.0088	0.4897	1.0088	1.0044
No log	1.7222	124	0.9232	0.5719	0.9232	0.9608
No log	1.75	126	0.9208	0.5631	0.9208	0.9596
No log	1.7778	128	1.0356	0.4695	1.0356	1.0176
No log	1.8056	130	1.2297	0.4795	1.2297	1.1089
No log	1.8333	132	1.1404	0.4749	1.1404	1.0679
No log	1.8611	134	0.9648	0.5011	0.9648	0.9822
No log	1.8889	136	1.0213	0.4789	1.0213	1.0106
No log	1.9167	138	1.2185	0.4368	1.2185	1.1038
No log	1.9444	140	1.1712	0.4633	1.1712	1.0822
No log	1.9722	142	1.0567	0.4421	1.0567	1.0279
No log	2.0	144	1.1379	0.3952	1.1379	1.0667
No log	2.0278	146	1.0900	0.4157	1.0900	1.0440
No log	2.0556	148	1.1159	0.4588	1.1159	1.0564
No log	2.0833	150	1.4011	0.3727	1.4011	1.1837
No log	2.1111	152	1.3719	0.3672	1.3719	1.1713
No log	2.1389	154	1.0861	0.4100	1.0861	1.0421
No log	2.1667	156	0.9311	0.4995	0.9311	0.9649
No log	2.1944	158	0.9093	0.5071	0.9093	0.9536
No log	2.2222	160	0.9710	0.3724	0.9710	0.9854
No log	2.25	162	1.1223	0.3862	1.1223	1.0594
No log	2.2778	164	1.1496	0.3953	1.1496	1.0722
No log	2.3056	166	1.0742	0.4591	1.0742	1.0364
No log	2.3333	168	1.1394	0.4602	1.1394	1.0674
No log	2.3611	170	1.2238	0.4711	1.2238	1.1062
No log	2.3889	172	1.2191	0.4706	1.2191	1.1041
No log	2.4167	174	1.2234	0.4748	1.2234	1.1061
No log	2.4444	176	1.2782	0.4514	1.2782	1.1306
No log	2.4722	178	1.2290	0.4551	1.2290	1.1086
No log	2.5	180	1.1812	0.4535	1.1812	1.0868
No log	2.5278	182	1.1559	0.4255	1.1559	1.0751
No log	2.5556	184	1.1230	0.4429	1.1230	1.0597
No log	2.5833	186	1.1204	0.4331	1.1204	1.0585
No log	2.6111	188	1.0246	0.4616	1.0246	1.0122
No log	2.6389	190	0.9974	0.4487	0.9974	0.9987
No log	2.6667	192	1.0248	0.4496	1.0248	1.0123
No log	2.6944	194	1.0786	0.4247	1.0786	1.0386
No log	2.7222	196	1.2360	0.4072	1.2360	1.1118
No log	2.75	198	1.2316	0.3937	1.2316	1.1098
No log	2.7778	200	1.1655	0.3909	1.1655	1.0796
No log	2.8056	202	1.0360	0.4386	1.0360	1.0178
No log	2.8333	204	1.0402	0.4203	1.0402	1.0199
No log	2.8611	206	1.1189	0.4667	1.1189	1.0578
No log	2.8889	208	1.2748	0.4627	1.2748	1.1291
No log	2.9167	210	1.2128	0.4612	1.2128	1.1013
No log	2.9444	212	1.1398	0.4743	1.1398	1.0676
No log	2.9722	214	1.0701	0.4694	1.0701	1.0345
No log	3.0	216	1.0193	0.54	1.0193	1.0096
No log	3.0278	218	0.9677	0.5280	0.9677	0.9837
No log	3.0556	220	0.9181	0.5043	0.9181	0.9582
No log	3.0833	222	0.9392	0.4638	0.9392	0.9691
No log	3.1111	224	0.9592	0.4851	0.9592	0.9794
No log	3.1389	226	0.9968	0.5166	0.9968	0.9984
No log	3.1667	228	1.1018	0.5235	1.1018	1.0497
No log	3.1944	230	1.1431	0.4884	1.1431	1.0692
No log	3.2222	232	1.1053	0.4692	1.1053	1.0513
No log	3.25	234	1.0806	0.4572	1.0806	1.0395
No log	3.2778	236	1.0897	0.4572	1.0897	1.0439
No log	3.3056	238	1.1301	0.4394	1.1301	1.0631
No log	3.3333	240	1.1115	0.4967	1.1115	1.0543
No log	3.3611	242	1.0535	0.5005	1.0535	1.0264
No log	3.3889	244	0.9838	0.4783	0.9838	0.9919
No log	3.4167	246	1.0055	0.4590	1.0055	1.0028
No log	3.4444	248	1.0988	0.4483	1.0988	1.0483
No log	3.4722	250	1.1959	0.4370	1.1959	1.0936
No log	3.5	252	1.3246	0.4715	1.3246	1.1509
No log	3.5278	254	1.4105	0.4758	1.4105	1.1877
No log	3.5556	256	1.3670	0.4832	1.3670	1.1692
No log	3.5833	258	1.2903	0.4807	1.2903	1.1359
No log	3.6111	260	1.2283	0.4699	1.2283	1.1083
No log	3.6389	262	1.2227	0.4948	1.2227	1.1058
No log	3.6667	264	1.3618	0.4304	1.3618	1.1669
No log	3.6944	266	1.4520	0.3822	1.4520	1.2050
No log	3.7222	268	1.3448	0.4115	1.3448	1.1597
No log	3.75	270	1.1083	0.4412	1.1083	1.0528
No log	3.7778	272	1.0294	0.4457	1.0294	1.0146
No log	3.8056	274	1.1484	0.4380	1.1484	1.0716
No log	3.8333	276	1.2978	0.4179	1.2978	1.1392
No log	3.8611	278	1.2886	0.4025	1.2886	1.1352
No log	3.8889	280	1.1872	0.4162	1.1872	1.0896
No log	3.9167	282	1.2329	0.4145	1.2329	1.1104
No log	3.9444	284	1.4020	0.3741	1.4020	1.1841
No log	3.9722	286	1.3748	0.3995	1.3748	1.1725
No log	4.0	288	1.2544	0.4361	1.2544	1.1200
No log	4.0278	290	1.1594	0.4490	1.1594	1.0767
No log	4.0556	292	1.0656	0.4687	1.0656	1.0323
No log	4.0833	294	1.0553	0.4512	1.0553	1.0273
No log	4.1111	296	1.0887	0.4253	1.0887	1.0434
No log	4.1389	298	1.2326	0.4408	1.2326	1.1102
No log	4.1667	300	1.1882	0.4134	1.1882	1.0900
No log	4.1944	302	1.1476	0.4041	1.1476	1.0713
No log	4.2222	304	1.0612	0.4367	1.0612	1.0301
No log	4.25	306	1.0315	0.4549	1.0315	1.0156
No log	4.2778	308	1.0043	0.4878	1.0043	1.0021
No log	4.3056	310	1.0660	0.4547	1.0660	1.0325
No log	4.3333	312	1.0756	0.4522	1.0756	1.0371
No log	4.3611	314	1.0022	0.4550	1.0022	1.0011
No log	4.3889	316	0.9588	0.4652	0.9588	0.9792
No log	4.4167	318	1.0036	0.4481	1.0036	1.0018
No log	4.4444	320	1.0081	0.4481	1.0081	1.0040
No log	4.4722	322	0.9646	0.5235	0.9646	0.9822
No log	4.5	324	0.9979	0.5365	0.9979	0.9989
No log	4.5278	326	1.0276	0.5061	1.0276	1.0137
No log	4.5556	328	1.0556	0.4468	1.0556	1.0274
No log	4.5833	330	1.0165	0.4490	1.0165	1.0082
No log	4.6111	332	1.0317	0.4476	1.0317	1.0157
No log	4.6389	334	1.0672	0.4480	1.0672	1.0331
No log	4.6667	336	1.0243	0.4594	1.0243	1.0121
No log	4.6944	338	0.9798	0.5012	0.9798	0.9899
No log	4.7222	340	0.9559	0.5099	0.9559	0.9777
No log	4.75	342	0.9789	0.4869	0.9789	0.9894
No log	4.7778	344	1.0149	0.5029	1.0149	1.0074
No log	4.8056	346	1.0874	0.4854	1.0874	1.0428
No log	4.8333	348	1.2116	0.4296	1.2116	1.1007
No log	4.8611	350	1.2043	0.4246	1.2043	1.0974
No log	4.8889	352	1.1403	0.4325	1.1403	1.0679
No log	4.9167	354	1.0683	0.4472	1.0683	1.0336
No log	4.9444	356	0.9990	0.5288	0.9990	0.9995
No log	4.9722	358	1.0037	0.5181	1.0037	1.0019
No log	5.0	360	1.0543	0.4401	1.0543	1.0268
No log	5.0278	362	1.2422	0.4333	1.2422	1.1145
No log	5.0556	364	1.3648	0.3901	1.3648	1.1683
No log	5.0833	366	1.3005	0.4111	1.3005	1.1404
No log	5.1111	368	1.1320	0.4182	1.1320	1.0640
No log	5.1389	370	1.0342	0.4431	1.0342	1.0169
No log	5.1667	372	1.0209	0.4431	1.0209	1.0104
No log	5.1944	374	0.9828	0.4645	0.9828	0.9913
No log	5.2222	376	0.9902	0.4645	0.9902	0.9951
No log	5.25	378	1.0724	0.4387	1.0724	1.0356
No log	5.2778	380	1.0775	0.4342	1.0775	1.0380
No log	5.3056	382	1.0279	0.4469	1.0279	1.0139
No log	5.3333	384	1.0661	0.4285	1.0661	1.0325
No log	5.3611	386	1.0179	0.4407	1.0179	1.0089
No log	5.3889	388	1.0161	0.4155	1.0161	1.0080
No log	5.4167	390	0.9671	0.4250	0.9671	0.9834
No log	5.4444	392	0.9327	0.4369	0.9327	0.9658
No log	5.4722	394	1.0180	0.4281	1.0180	1.0089
No log	5.5	396	1.0964	0.4266	1.0964	1.0471
No log	5.5278	398	1.0903	0.4352	1.0903	1.0442
No log	5.5556	400	1.0595	0.4240	1.0595	1.0293
No log	5.5833	402	1.1374	0.4402	1.1374	1.0665
No log	5.6111	404	1.2020	0.4436	1.2020	1.0964
No log	5.6389	406	1.2620	0.4470	1.2620	1.1234
No log	5.6667	408	1.2440	0.4641	1.2440	1.1154
No log	5.6944	410	1.2110	0.4820	1.2110	1.1005
No log	5.7222	412	1.2021	0.4680	1.2021	1.0964
No log	5.75	414	1.2084	0.4605	1.2084	1.0993
No log	5.7778	416	1.3178	0.4205	1.3178	1.1479
No log	5.8056	418	1.3891	0.3906	1.3891	1.1786
No log	5.8333	420	1.2901	0.4104	1.2901	1.1358
No log	5.8611	422	1.1358	0.4700	1.1358	1.0658
No log	5.8889	424	0.9863	0.4964	0.9863	0.9931
No log	5.9167	426	0.9440	0.5262	0.9440	0.9716
No log	5.9444	428	0.9385	0.5133	0.9385	0.9688
No log	5.9722	430	1.0043	0.4657	1.0043	1.0021
No log	6.0	432	1.1426	0.4095	1.1426	1.0689
No log	6.0278	434	1.1887	0.4196	1.1887	1.0903
No log	6.0556	436	1.1428	0.4138	1.1428	1.0690
No log	6.0833	438	1.0336	0.4650	1.0336	1.0167
No log	6.1111	440	0.9508	0.4896	0.9508	0.9751
No log	6.1389	442	0.9142	0.5035	0.9142	0.9562
No log	6.1667	444	0.9222	0.4955	0.9222	0.9603
No log	6.1944	446	0.9718	0.4452	0.9718	0.9858
No log	6.2222	448	1.0352	0.3988	1.0352	1.0174
No log	6.25	450	1.0285	0.4110	1.0285	1.0142
No log	6.2778	452	0.9977	0.4583	0.9977	0.9988
No log	6.3056	454	1.0057	0.4826	1.0057	1.0028
No log	6.3333	456	1.0215	0.4158	1.0215	1.0107
No log	6.3611	458	1.0311	0.4282	1.0311	1.0154
No log	6.3889	460	1.0429	0.4830	1.0429	1.0212
No log	6.4167	462	1.0542	0.4777	1.0542	1.0268
No log	6.4444	464	1.0811	0.4543	1.0811	1.0398
No log	6.4722	466	1.1306	0.4270	1.1306	1.0633
No log	6.5	468	1.1751	0.4144	1.1751	1.0840
No log	6.5278	470	1.1613	0.4043	1.1613	1.0776
No log	6.5556	472	1.1150	0.4284	1.1150	1.0559
No log	6.5833	474	1.0580	0.4536	1.0580	1.0286
No log	6.6111	476	1.0301	0.4610	1.0301	1.0149
No log	6.6389	478	1.0301	0.4567	1.0301	1.0149
No log	6.6667	480	1.0679	0.4514	1.0679	1.0334
No log	6.6944	482	1.1037	0.4470	1.1037	1.0506
No log	6.7222	484	1.1499	0.4423	1.1499	1.0723
No log	6.75	486	1.1419	0.4368	1.1419	1.0686
No log	6.7778	488	1.0804	0.4548	1.0804	1.0394
No log	6.8056	490	1.0451	0.4652	1.0451	1.0223
No log	6.8333	492	1.0565	0.4548	1.0565	1.0279
No log	6.8611	494	1.0991	0.4531	1.0991	1.0484
No log	6.8889	496	1.1576	0.4257	1.1576	1.0759
No log	6.9167	498	1.2110	0.4243	1.2110	1.1005
0.4275	6.9444	500	1.2918	0.4355	1.2918	1.1366
0.4275	6.9722	502	1.3196	0.4329	1.3196	1.1487
0.4275	7.0	504	1.3659	0.4327	1.3659	1.1687
0.4275	7.0278	506	1.3173	0.4316	1.3173	1.1477
0.4275	7.0556	508	1.2401	0.4542	1.2401	1.1136
0.4275	7.0833	510	1.1847	0.4761	1.1847	1.0884
0.4275	7.1111	512	1.1731	0.4737	1.1731	1.0831
0.4275	7.1389	514	1.1922	0.4806	1.1922	1.0919
0.4275	7.1667	516	1.1982	0.4779	1.1982	1.0946
0.4275	7.1944	518	1.2348	0.4581	1.2348	1.1112
0.4275	7.2222	520	1.2900	0.4570	1.2900	1.1358
0.4275	7.25	522	1.3411	0.4315	1.3411	1.1581
0.4275	7.2778	524	1.3129	0.4461	1.3129	1.1458
0.4275	7.3056	526	1.2095	0.4753	1.2095	1.0998
0.4275	7.3333	528	1.0901	0.4538	1.0901	1.0441
0.4275	7.3611	530	1.0024	0.4947	1.0024	1.0012
0.4275	7.3889	532	0.9848	0.4899	0.9848	0.9924
0.4275	7.4167	534	0.9813	0.4905	0.9813	0.9906
0.4275	7.4444	536	0.9914	0.4886	0.9914	0.9957
0.4275	7.4722	538	1.0178	0.4904	1.0178	1.0089
0.4275	7.5	540	1.0637	0.4908	1.0637	1.0314
0.4275	7.5278	542	1.0827	0.4944	1.0827	1.0405
0.4275	7.5556	544	1.0974	0.4973	1.0974	1.0476
0.4275	7.5833	546	1.0663	0.4859	1.0663	1.0326
0.4275	7.6111	548	1.0630	0.4691	1.0630	1.0310
0.4275	7.6389	550	1.0711	0.4618	1.0711	1.0349
0.4275	7.6667	552	1.0487	0.4557	1.0487	1.0241
0.4275	7.6944	554	1.0235	0.4500	1.0235	1.0117
0.4275	7.7222	556	0.9683	0.4624	0.9683	0.9840
0.4275	7.75	558	0.9449	0.4694	0.9449	0.9721
0.4275	7.7778	560	0.9538	0.4589	0.9538	0.9766
0.4275	7.8056	562	0.9675	0.4642	0.9675	0.9836
0.4275	7.8333	564	0.9774	0.4719	0.9774	0.9886
0.4275	7.8611	566	1.0059	0.4651	1.0059	1.0029
0.4275	7.8889	568	1.0408	0.4886	1.0408	1.0202
0.4275	7.9167	570	1.0720	0.4806	1.0720	1.0354
0.4275	7.9444	572	1.0989	0.4680	1.0989	1.0483
0.4275	7.9722	574	1.1122	0.4620	1.1122	1.0546
0.4275	8.0	576	1.1301	0.4653	1.1301	1.0631
0.4275	8.0278	578	1.1393	0.4653	1.1393	1.0674
0.4275	8.0556	580	1.1229	0.4606	1.1229	1.0597
0.4275	8.0833	582	1.0871	0.4626	1.0871	1.0426
0.4275	8.1111	584	1.0361	0.4691	1.0361	1.0179
0.4275	8.1389	586	1.0041	0.4764	1.0041	1.0021
0.4275	8.1667	588	0.9999	0.4764	0.9999	0.9999
0.4275	8.1944	590	0.9908	0.4764	0.9908	0.9954
0.4275	8.2222	592	1.0095	0.4642	1.0095	1.0048
0.4275	8.25	594	1.0495	0.4706	1.0495	1.0244
0.4275	8.2778	596	1.1157	0.4450	1.1157	1.0563
0.4275	8.3056	598	1.1794	0.4440	1.1794	1.0860
0.4275	8.3333	600	1.2025	0.4255	1.2025	1.0966
0.4275	8.3611	602	1.2181	0.4255	1.2181	1.1037
0.4275	8.3889	604	1.1961	0.4268	1.1961	1.0936
0.4275	8.4167	606	1.1557	0.4561	1.1557	1.0750
0.4275	8.4444	608	1.1265	0.4574	1.1265	1.0613
0.4275	8.4722	610	1.0827	0.4635	1.0827	1.0405
0.4275	8.5	612	1.0398	0.4642	1.0398	1.0197
0.4275	8.5278	614	1.0106	0.4602	1.0107	1.0053
0.4275	8.5556	616	0.9813	0.4594	0.9813	0.9906
0.4275	8.5833	618	0.9588	0.4541	0.9588	0.9792
0.4275	8.6111	620	0.9559	0.4482	0.9559	0.9777
0.4275	8.6389	622	0.9696	0.4482	0.9696	0.9847
0.4275	8.6667	624	0.9877	0.4533	0.9877	0.9938
0.4275	8.6944	626	1.0039	0.4563	1.0039	1.0019
0.4275	8.7222	628	1.0044	0.4536	1.0044	1.0022
0.4275	8.75	630	0.9995	0.4536	0.9995	0.9998
0.4275	8.7778	632	0.9993	0.4594	0.9993	0.9997
0.4275	8.8056	634	1.0071	0.4594	1.0071	1.0035
0.4275	8.8333	636	1.0081	0.4594	1.0081	1.0040
0.4275	8.8611	638	1.0037	0.4550	1.0037	1.0019
0.4275	8.8889	640	0.9972	0.4565	0.9972	0.9986
0.4275	8.9167	642	0.9969	0.4568	0.9969	0.9985
0.4275	8.9444	644	0.9963	0.4507	0.9963	0.9981
0.4275	8.9722	646	0.9894	0.4454	0.9894	0.9947
0.4275	9.0	648	0.9872	0.4454	0.9872	0.9936
0.4275	9.0278	650	0.9830	0.4454	0.9830	0.9915
0.4275	9.0556	652	0.9749	0.4503	0.9749	0.9874
0.4275	9.0833	654	0.9629	0.4564	0.9629	0.9813
0.4275	9.1111	656	0.9566	0.4732	0.9566	0.9781
0.4275	9.1389	658	0.9593	0.4732	0.9593	0.9794
0.4275	9.1667	660	0.9601	0.4732	0.9601	0.9799
0.4275	9.1944	662	0.9681	0.4503	0.9681	0.9839
0.4275	9.2222	664	0.9802	0.4550	0.9802	0.9900
0.4275	9.25	666	1.0009	0.4550	1.0009	1.0004
0.4275	9.2778	668	1.0318	0.4536	1.0318	1.0158
0.4275	9.3056	670	1.0615	0.4628	1.0615	1.0303
0.4275	9.3333	672	1.0899	0.4554	1.0899	1.0440
0.4275	9.3611	674	1.1124	0.4529	1.1124	1.0547
0.4275	9.3889	676	1.1168	0.4517	1.1168	1.0568
0.4275	9.4167	678	1.1147	0.4517	1.1147	1.0558
0.4275	9.4444	680	1.1074	0.4517	1.1074	1.0523
0.4275	9.4722	682	1.0991	0.4529	1.0991	1.0484
0.4275	9.5	684	1.0844	0.4653	1.0844	1.0413
0.4275	9.5278	686	1.0725	0.4671	1.0725	1.0356
0.4275	9.5556	688	1.0569	0.4577	1.0569	1.0280
0.4275	9.5833	690	1.0418	0.4533	1.0418	1.0207
0.4275	9.6111	692	1.0278	0.4492	1.0278	1.0138
0.4275	9.6389	694	1.0168	0.4550	1.0168	1.0083
0.4275	9.6667	696	1.0119	0.4550	1.0119	1.0059
0.4275	9.6944	698	1.0113	0.4550	1.0113	1.0056
0.4275	9.7222	700	1.0130	0.4550	1.0130	1.0065
0.4275	9.75	702	1.0173	0.4492	1.0173	1.0086
0.4275	9.7778	704	1.0234	0.4536	1.0234	1.0116
0.4275	9.8056	706	1.0315	0.4533	1.0315	1.0156
0.4275	9.8333	708	1.0389	0.4533	1.0389	1.0193
0.4275	9.8611	710	1.0441	0.4577	1.0441	1.0218
0.4275	9.8889	712	1.0485	0.4577	1.0485	1.0239
0.4275	9.9167	714	1.0506	0.4577	1.0506	1.0250
0.4275	9.9444	716	1.0514	0.4577	1.0514	1.0254
0.4275	9.9722	718	1.0512	0.4577	1.0512	1.0253
0.4275	10.0	720	1.0511	0.4577	1.0511	1.0252

Framework versions

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