ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 1.0557
• Qwk: 0.4563
• Mse: 1.0557
• Rmse: 1.0275

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	1.1687	0.4478	1.1687	1.0811
No log	1.1389	82	0.9819	0.5050	0.9819	0.9909
No log	1.1667	84	1.0285	0.4808	1.0285	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	1.1917	0.4367	1.1917	1.0917
No log	1.4444	104	1.1419	0.4704	1.1419	1.0686
No log	1.4722	106	1.1524	0.4851	1.1524	1.0735
No log	1.5	108	1.1607	0.4907	1.1607	1.0774
No log	1.5278	110	1.0271	0.5065	1.0271	1.0134
No log	1.5556	112	0.9500	0.4874	0.9500	0.9747
No log	1.5833	114	0.9246	0.5386	0.9246	0.9615
No log	1.6111	116	1.1322	0.4432	1.1322	1.0641
No log	1.6389	118	1.2161	0.4086	1.2161	1.1027
No log	1.6667	120	1.1163	0.4834	1.1163	1.0565
No log	1.6944	122	1.0088	0.4897	1.0088	1.0044
No log	1.7222	124	0.9231	0.5719	0.9231	0.9608
No log	1.75	126	0.9208	0.5631	0.9208	0.9596
No log	1.7778	128	1.0355	0.4695	1.0355	1.0176
No log	1.8056	130	1.2298	0.4795	1.2298	1.1090
No log	1.8333	132	1.1407	0.4749	1.1407	1.0680
No log	1.8611	134	0.9649	0.5011	0.9649	0.9823
No log	1.8889	136	1.0214	0.4789	1.0214	1.0107
No log	1.9167	138	1.2183	0.4368	1.2183	1.1038
No log	1.9444	140	1.1709	0.4633	1.1709	1.0821
No log	1.9722	142	1.0568	0.4421	1.0568	1.0280
No log	2.0	144	1.1383	0.3952	1.1383	1.0669
No log	2.0278	146	1.0903	0.4118	1.0903	1.0442
No log	2.0556	148	1.1158	0.4588	1.1158	1.0563
No log	2.0833	150	1.4010	0.3727	1.4010	1.1836
No log	2.1111	152	1.3721	0.3672	1.3721	1.1714
No log	2.1389	154	1.0862	0.4100	1.0862	1.0422
No log	2.1667	156	0.9311	0.4995	0.9311	0.9649
No log	2.1944	158	0.9092	0.5071	0.9092	0.9535
No log	2.2222	160	0.9708	0.3724	0.9708	0.9853
No log	2.25	162	1.1217	0.3862	1.1217	1.0591
No log	2.2778	164	1.1495	0.3953	1.1495	1.0721
No log	2.3056	166	1.0745	0.4591	1.0745	1.0366
No log	2.3333	168	1.1400	0.4602	1.1400	1.0677
No log	2.3611	170	1.2239	0.4711	1.2239	1.1063
No log	2.3889	172	1.2187	0.4706	1.2187	1.1040
No log	2.4167	174	1.2225	0.4748	1.2225	1.1057
No log	2.4444	176	1.2776	0.4514	1.2776	1.1303
No log	2.4722	178	1.2288	0.4551	1.2288	1.1085
No log	2.5	180	1.1808	0.4535	1.1808	1.0867
No log	2.5278	182	1.1557	0.4202	1.1557	1.0750
No log	2.5556	184	1.1232	0.4429	1.1232	1.0598
No log	2.5833	186	1.1206	0.4331	1.1206	1.0586
No log	2.6111	188	1.0249	0.4616	1.0249	1.0124
No log	2.6389	190	0.9975	0.4487	0.9975	0.9988
No log	2.6667	192	1.0247	0.4496	1.0247	1.0123
No log	2.6944	194	1.0783	0.4247	1.0783	1.0384
No log	2.7222	196	1.2349	0.4072	1.2349	1.1113
No log	2.75	198	1.2290	0.3937	1.2290	1.1086
No log	2.7778	200	1.1625	0.3909	1.1625	1.0782
No log	2.8056	202	1.0341	0.4386	1.0341	1.0169
No log	2.8333	204	1.0389	0.4293	1.0389	1.0192
No log	2.8611	206	1.1186	0.4667	1.1186	1.0576
No log	2.8889	208	1.2760	0.4627	1.2760	1.1296
No log	2.9167	210	1.2135	0.4612	1.2135	1.1016
No log	2.9444	212	1.1398	0.4743	1.1398	1.0676
No log	2.9722	214	1.0703	0.4694	1.0703	1.0345
No log	3.0	216	1.0193	0.54	1.0193	1.0096
No log	3.0278	218	0.9675	0.5379	0.9675	0.9836
No log	3.0556	220	0.9174	0.5043	0.9174	0.9578
No log	3.0833	222	0.9380	0.4638	0.9380	0.9685
No log	3.1111	224	0.9586	0.4851	0.9586	0.9791
No log	3.1389	226	0.9962	0.5122	0.9962	0.9981
No log	3.1667	228	1.1013	0.5248	1.1013	1.0494
No log	3.1944	230	1.1443	0.4844	1.1443	1.0697
No log	3.2222	232	1.1072	0.4692	1.1072	1.0523
No log	3.25	234	1.0825	0.4572	1.0825	1.0404
No log	3.2778	236	1.0912	0.4572	1.0912	1.0446
No log	3.3056	238	1.1309	0.4394	1.1309	1.0634
No log	3.3333	240	1.1122	0.4967	1.1122	1.0546
No log	3.3611	242	1.0558	0.5005	1.0558	1.0275
No log	3.3889	244	0.9862	0.4783	0.9862	0.9931
No log	3.4167	246	1.0079	0.4503	1.0079	1.0040
No log	3.4444	248	1.1064	0.4483	1.1064	1.0519
No log	3.4722	250	1.2048	0.4383	1.2048	1.0976
No log	3.5	252	1.3364	0.4567	1.3364	1.1560
No log	3.5278	254	1.4284	0.4755	1.4284	1.1952
No log	3.5556	256	1.3818	0.4906	1.3818	1.1755
No log	3.5833	258	1.2994	0.4845	1.2994	1.1399
No log	3.6111	260	1.2348	0.4699	1.2348	1.1112
No log	3.6389	262	1.2296	0.4948	1.2296	1.1089
No log	3.6667	264	1.3707	0.4350	1.3707	1.1708
No log	3.6944	266	1.4630	0.3822	1.4630	1.2096
No log	3.7222	268	1.3574	0.4139	1.3574	1.1651
No log	3.75	270	1.1161	0.4412	1.1161	1.0565
No log	3.7778	272	1.0342	0.4412	1.0342	1.0169
No log	3.8056	274	1.1533	0.4421	1.1533	1.0739
No log	3.8333	276	1.3054	0.4179	1.3054	1.1425
No log	3.8611	278	1.2932	0.4098	1.2932	1.1372
No log	3.8889	280	1.1889	0.4162	1.1889	1.0904
No log	3.9167	282	1.2291	0.4144	1.2291	1.1086
No log	3.9444	284	1.3974	0.3913	1.3974	1.1821
No log	3.9722	286	1.3742	0.3995	1.3742	1.1723
No log	4.0	288	1.2615	0.4246	1.2615	1.1232
No log	4.0278	290	1.1677	0.4440	1.1677	1.0806
No log	4.0556	292	1.0696	0.4680	1.0696	1.0342
No log	4.0833	294	1.0558	0.4510	1.0558	1.0275
No log	4.1111	296	1.0845	0.4253	1.0845	1.0414
No log	4.1389	298	1.2224	0.4145	1.2224	1.1056
No log	4.1667	300	1.1755	0.4100	1.1755	1.0842
No log	4.1944	302	1.1424	0.4122	1.1424	1.0688
No log	4.2222	304	1.0504	0.4298	1.0504	1.0249
No log	4.25	306	1.0276	0.4482	1.0276	1.0137
No log	4.2778	308	1.0064	0.4878	1.0064	1.0032
No log	4.3056	310	1.0782	0.4649	1.0782	1.0383
No log	4.3333	312	1.0996	0.4499	1.0996	1.0486
No log	4.3611	314	1.0281	0.4443	1.0281	1.0139
No log	4.3889	316	0.9843	0.4469	0.9843	0.9921
No log	4.4167	318	1.0340	0.4358	1.0340	1.0168
No log	4.4444	320	1.0280	0.4374	1.0280	1.0139
No log	4.4722	322	0.9753	0.5122	0.9753	0.9876
No log	4.5	324	1.0097	0.5224	1.0097	1.0049
No log	4.5278	326	1.0477	0.4869	1.0477	1.0236
No log	4.5556	328	1.0831	0.4727	1.0831	1.0407
No log	4.5833	330	1.0521	0.4540	1.0521	1.0257
No log	4.6111	332	1.0820	0.4327	1.0820	1.0402
No log	4.6389	334	1.1079	0.4271	1.1079	1.0526
No log	4.6667	336	1.0288	0.4548	1.0288	1.0143
No log	4.6944	338	0.9629	0.5365	0.9629	0.9813
No log	4.7222	340	0.9420	0.4876	0.9420	0.9706
No log	4.75	342	0.9758	0.5017	0.9758	0.9878
No log	4.7778	344	1.0272	0.5303	1.0272	1.0135
No log	4.8056	346	1.1108	0.4796	1.1108	1.0539
No log	4.8333	348	1.2118	0.4435	1.2118	1.1008
No log	4.8611	350	1.1812	0.4428	1.1812	1.0868
No log	4.8889	352	1.1179	0.4432	1.1179	1.0573
No log	4.9167	354	1.0720	0.4519	1.0720	1.0354
No log	4.9444	356	1.0131	0.5102	1.0131	1.0065
No log	4.9722	358	1.0199	0.5040	1.0199	1.0099
No log	5.0	360	1.0787	0.4472	1.0787	1.0386
No log	5.0278	362	1.2705	0.4216	1.2705	1.1271
No log	5.0556	364	1.3705	0.3740	1.3705	1.1707
No log	5.0833	366	1.2686	0.3897	1.2686	1.1263
No log	5.1111	368	1.0882	0.4372	1.0882	1.0432
No log	5.1389	370	0.9968	0.4420	0.9968	0.9984
No log	5.1667	372	0.9948	0.4463	0.9948	0.9974
No log	5.1944	374	1.0202	0.4416	1.0202	1.0100
No log	5.2222	376	1.0809	0.4300	1.0809	1.0396
No log	5.25	378	1.1646	0.4391	1.1646	1.0791
No log	5.2778	380	1.1010	0.4314	1.1010	1.0493
No log	5.3056	382	1.0168	0.4547	1.0168	1.0084
No log	5.3333	384	1.0266	0.4424	1.0266	1.0132
No log	5.3611	386	0.9878	0.4526	0.9878	0.9939
No log	5.3889	388	1.0063	0.4271	1.0063	1.0032
No log	5.4167	390	0.9963	0.4025	0.9963	0.9981
No log	5.4444	392	0.9748	0.4267	0.9748	0.9873
No log	5.4722	394	1.0397	0.4203	1.0397	1.0196
No log	5.5	396	1.0614	0.4220	1.0614	1.0302
No log	5.5278	398	1.0137	0.4333	1.0137	1.0068
No log	5.5556	400	0.9604	0.4394	0.9604	0.9800
No log	5.5833	402	1.0126	0.4450	1.0126	1.0063
No log	5.6111	404	1.0866	0.4454	1.0866	1.0424
No log	5.6389	406	1.1934	0.4375	1.1934	1.0924
No log	5.6667	408	1.2205	0.4472	1.2205	1.1048
No log	5.6944	410	1.1921	0.4501	1.1921	1.0918
No log	5.7222	412	1.1777	0.4543	1.1777	1.0852
No log	5.75	414	1.1719	0.4451	1.1719	1.0826
No log	5.7778	416	1.2516	0.4501	1.2516	1.1187
No log	5.8056	418	1.3720	0.3973	1.3720	1.1713
No log	5.8333	420	1.3015	0.4083	1.3015	1.1408
No log	5.8611	422	1.1555	0.4784	1.1555	1.0749
No log	5.8889	424	0.9835	0.4638	0.9835	0.9917
No log	5.9167	426	0.9096	0.4921	0.9096	0.9538
No log	5.9444	428	0.8888	0.4837	0.8888	0.9427
No log	5.9722	430	0.9359	0.4428	0.9359	0.9674
No log	6.0	432	1.0431	0.4282	1.0431	1.0213
No log	6.0278	434	1.1051	0.4221	1.1051	1.0512
No log	6.0556	436	1.1199	0.4281	1.1199	1.0582
No log	6.0833	438	1.0519	0.4536	1.0519	1.0256
No log	6.1111	440	0.9718	0.4598	0.9718	0.9858
No log	6.1389	442	0.9279	0.4720	0.9279	0.9633
No log	6.1667	444	0.9223	0.4898	0.9223	0.9604
No log	6.1944	446	0.9459	0.4542	0.9459	0.9726
No log	6.2222	448	0.9753	0.4571	0.9753	0.9876
No log	6.25	450	0.9555	0.4492	0.9555	0.9775
No log	6.2778	452	0.9536	0.4846	0.9536	0.9765
No log	6.3056	454	0.9864	0.4780	0.9864	0.9932
No log	6.3333	456	1.0134	0.4529	1.0134	1.0067
No log	6.3611	458	1.0221	0.4479	1.0221	1.0110
No log	6.3889	460	1.0254	0.4824	1.0254	1.0126
No log	6.4167	462	1.0283	0.4640	1.0283	1.0141
No log	6.4444	464	1.0464	0.4550	1.0464	1.0229
No log	6.4722	466	1.0870	0.4484	1.0870	1.0426
No log	6.5	468	1.1170	0.4630	1.1170	1.0569
No log	6.5278	470	1.0893	0.4469	1.0893	1.0437
No log	6.5556	472	1.0400	0.4435	1.0400	1.0198
No log	6.5833	474	0.9928	0.4649	0.9928	0.9964
No log	6.6111	476	0.9769	0.4787	0.9769	0.9884
No log	6.6389	478	0.9859	0.4560	0.9859	0.9929
No log	6.6667	480	1.0195	0.4796	1.0195	1.0097
No log	6.6944	482	1.0488	0.4582	1.0488	1.0241
No log	6.7222	484	1.0809	0.4500	1.0809	1.0397
No log	6.75	486	1.0633	0.4536	1.0633	1.0312
No log	6.7778	488	1.0114	0.4713	1.0114	1.0057
No log	6.8056	490	0.9882	0.4636	0.9882	0.9941
No log	6.8333	492	1.0015	0.4656	1.0015	1.0008
No log	6.8611	494	1.0492	0.4536	1.0492	1.0243
No log	6.8889	496	1.1028	0.4478	1.1028	1.0501
No log	6.9167	498	1.1588	0.4462	1.1588	1.0765
0.4283	6.9444	500	1.2451	0.4369	1.2451	1.1158
0.4283	6.9722	502	1.2854	0.4390	1.2854	1.1338
0.4283	7.0	504	1.3424	0.4292	1.3424	1.1586
0.4283	7.0278	506	1.2995	0.4363	1.2995	1.1399
0.4283	7.0556	508	1.2289	0.4616	1.2289	1.1085
0.4283	7.0833	510	1.1815	0.4730	1.1815	1.0870
0.4283	7.1111	512	1.1771	0.4741	1.1771	1.0849
0.4283	7.1389	514	1.2085	0.4771	1.2085	1.0993
0.4283	7.1667	516	1.2003	0.4722	1.2003	1.0956
0.4283	7.1944	518	1.2221	0.4704	1.2221	1.1055
0.4283	7.2222	520	1.2737	0.4669	1.2737	1.1286
0.4283	7.25	522	1.3319	0.4397	1.3319	1.1541
0.4283	7.2778	524	1.3076	0.4460	1.3076	1.1435
0.4283	7.3056	526	1.2050	0.4757	1.2050	1.0977
0.4283	7.3333	528	1.0846	0.4639	1.0846	1.0414
0.4283	7.3611	530	0.9921	0.5049	0.9921	0.9960
0.4283	7.3889	532	0.9731	0.5172	0.9731	0.9864
0.4283	7.4167	534	0.9635	0.5090	0.9635	0.9816
0.4283	7.4444	536	0.9689	0.5084	0.9689	0.9843
0.4283	7.4722	538	0.9909	0.5062	0.9909	0.9955
0.4283	7.5	540	1.0327	0.4764	1.0327	1.0162
0.4283	7.5278	542	1.0444	0.4764	1.0444	1.0220
0.4283	7.5556	544	1.0542	0.4591	1.0542	1.0267
0.4283	7.5833	546	1.0219	0.4602	1.0219	1.0109
0.4283	7.6111	548	1.0210	0.4631	1.0210	1.0104
0.4283	7.6389	550	1.0493	0.4728	1.0493	1.0244
0.4283	7.6667	552	1.0566	0.4563	1.0566	1.0279
0.4283	7.6944	554	1.0499	0.4607	1.0499	1.0247
0.4283	7.7222	556	0.9987	0.4635	0.9987	0.9994
0.4283	7.75	558	0.9748	0.4553	0.9748	0.9873
0.4283	7.7778	560	0.9790	0.4565	0.9790	0.9895
0.4283	7.8056	562	0.9887	0.4580	0.9887	0.9943
0.4283	7.8333	564	0.9963	0.4556	0.9963	0.9982
0.4283	7.8611	566	1.0202	0.4709	1.0202	1.0101
0.4283	7.8889	568	1.0490	0.4533	1.0490	1.0242
0.4283	7.9167	570	1.0811	0.4652	1.0811	1.0398
0.4283	7.9444	572	1.1088	0.4626	1.1088	1.0530
0.4283	7.9722	574	1.1100	0.4612	1.1100	1.0536
0.4283	8.0	576	1.1216	0.4614	1.1216	1.0590
0.4283	8.0278	578	1.1271	0.4614	1.1271	1.0616
0.4283	8.0556	580	1.1132	0.4566	1.1132	1.0551
0.4283	8.0833	582	1.0801	0.4626	1.0801	1.0393
0.4283	8.1111	584	1.0317	0.4591	1.0317	1.0157
0.4283	8.1389	586	0.9952	0.4875	0.9952	0.9976
0.4283	8.1667	588	0.9872	0.4991	0.9872	0.9936
0.4283	8.1944	590	0.9743	0.4991	0.9743	0.9870
0.4283	8.2222	592	0.9902	0.4696	0.9902	0.9951
0.4283	8.25	594	1.0268	0.4714	1.0268	1.0133
0.4283	8.2778	596	1.0844	0.4460	1.0844	1.0414
0.4283	8.3056	598	1.1371	0.4453	1.1371	1.0663
0.4283	8.3333	600	1.1557	0.4493	1.1557	1.0750
0.4283	8.3611	602	1.1702	0.4489	1.1702	1.0817
0.4283	8.3889	604	1.1522	0.4670	1.1522	1.0734
0.4283	8.4167	606	1.1206	0.4608	1.1206	1.0586
0.4283	8.4444	608	1.1001	0.4624	1.1001	1.0489
0.4283	8.4722	610	1.0615	0.4538	1.0615	1.0303
0.4283	8.5	612	1.0262	0.4588	1.0262	1.0130
0.4283	8.5278	614	1.0122	0.4536	1.0122	1.0061
0.4283	8.5556	616	0.9943	0.4536	0.9943	0.9971
0.4283	8.5833	618	0.9796	0.4478	0.9796	0.9898
0.4283	8.6111	620	0.9778	0.4478	0.9778	0.9888
0.4283	8.6389	622	0.9883	0.4563	0.9883	0.9941
0.4283	8.6667	624	1.0003	0.4563	1.0003	1.0002
0.4283	8.6944	626	1.0127	0.4563	1.0127	1.0063
0.4283	8.7222	628	1.0136	0.4519	1.0136	1.0068
0.4283	8.75	630	1.0131	0.4519	1.0131	1.0065
0.4283	8.7778	632	1.0241	0.4519	1.0241	1.0120
0.4283	8.8056	634	1.0444	0.4563	1.0444	1.0220
0.4283	8.8333	636	1.0645	0.4614	1.0645	1.0317
0.4283	8.8611	638	1.0646	0.4614	1.0646	1.0318
0.4283	8.8889	640	1.0535	0.4519	1.0535	1.0264
0.4283	8.9167	642	1.0424	0.4476	1.0424	1.0210
0.4283	8.9444	644	1.0256	0.4478	1.0256	1.0127
0.4283	8.9722	646	1.0015	0.4478	1.0015	1.0007
0.4283	9.0	648	0.9857	0.4594	0.9857	0.9928
0.4283	9.0278	650	0.9719	0.4568	0.9719	0.9859
0.4283	9.0556	652	0.9585	0.4564	0.9585	0.9790
0.4283	9.0833	654	0.9443	0.4675	0.9443	0.9718
0.4283	9.1111	656	0.9374	0.4675	0.9374	0.9682
0.4283	9.1389	658	0.9398	0.4675	0.9398	0.9694
0.4283	9.1667	660	0.9422	0.4675	0.9422	0.9707
0.4283	9.1944	662	0.9523	0.4503	0.9523	0.9759
0.4283	9.2222	664	0.9660	0.4494	0.9660	0.9829
0.4283	9.25	666	0.9885	0.4539	0.9885	0.9942
0.4283	9.2778	668	1.0215	0.4476	1.0215	1.0107
0.4283	9.3056	670	1.0560	0.4563	1.0560	1.0276
0.4283	9.3333	672	1.0892	0.4657	1.0892	1.0436
0.4283	9.3611	674	1.1147	0.4549	1.1147	1.0558
0.4283	9.3889	676	1.1206	0.4538	1.1206	1.0586
0.4283	9.4167	678	1.1188	0.4538	1.1188	1.0577
0.4283	9.4444	680	1.1118	0.4549	1.1118	1.0544
0.4283	9.4722	682	1.1017	0.4508	1.1017	1.0496
0.4283	9.5	684	1.0853	0.4608	1.0853	1.0418
0.4283	9.5278	686	1.0723	0.4657	1.0723	1.0355
0.4283	9.5556	688	1.0568	0.4519	1.0568	1.0280
0.4283	9.5833	690	1.0432	0.4533	1.0432	1.0214
0.4283	9.6111	692	1.0309	0.4533	1.0309	1.0153
0.4283	9.6389	694	1.0212	0.4536	1.0212	1.0105
0.4283	9.6667	696	1.0171	0.4536	1.0171	1.0085
0.4283	9.6944	698	1.0159	0.4539	1.0159	1.0079
0.4283	9.7222	700	1.0171	0.4533	1.0171	1.0085
0.4283	9.75	702	1.0216	0.4533	1.0216	1.0107
0.4283	9.7778	704	1.0280	0.4533	1.0280	1.0139
0.4283	9.8056	706	1.0363	0.4476	1.0363	1.0180
0.4283	9.8333	708	1.0441	0.4519	1.0441	1.0218
0.4283	9.8611	710	1.0498	0.4519	1.0498	1.0246
0.4283	9.8889	712	1.0540	0.4563	1.0540	1.0266
0.4283	9.9167	714	1.0559	0.4563	1.0559	1.0276
0.4283	9.9444	716	1.0565	0.4606	1.0565	1.0278
0.4283	9.9722	718	1.0559	0.4563	1.0559	1.0276
0.4283	10.0	720	1.0557	0.4563	1.0557	1.0275

Framework versions

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