ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k18_task3_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: 0.5207
• Qwk: 0.4450
• Mse: 0.5207
• Rmse: 0.7216

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	0.0220	2	3.0192	0.0	3.0192	1.7376
No log	0.0440	4	1.8288	-0.0130	1.8288	1.3523
No log	0.0659	6	0.9795	0.0722	0.9795	0.9897
No log	0.0879	8	0.5945	0.0476	0.5945	0.7711
No log	0.1099	10	0.5623	0.0569	0.5623	0.7499
No log	0.1319	12	0.6676	0.2410	0.6676	0.8171
No log	0.1538	14	0.5768	0.3208	0.5768	0.7595
No log	0.1758	16	0.5728	0.0569	0.5728	0.7568
No log	0.1978	18	0.5524	0.0	0.5524	0.7432
No log	0.2198	20	0.6650	0.3016	0.6650	0.8155
No log	0.2418	22	1.1920	0.0698	1.1920	1.0918
No log	0.2637	24	1.0455	0.0745	1.0455	1.0225
No log	0.2857	26	0.7165	0.1590	0.7165	0.8465
No log	0.3077	28	0.6007	-0.0081	0.6007	0.7750
No log	0.3297	30	0.5991	-0.0081	0.5991	0.7740
No log	0.3516	32	0.5983	0.0949	0.5983	0.7735
No log	0.3736	34	0.8155	0.2300	0.8155	0.9031
No log	0.3956	36	0.8681	0.1289	0.8681	0.9317
No log	0.4176	38	0.5813	0.1617	0.5813	0.7624
No log	0.4396	40	0.5249	0.2222	0.5249	0.7245
No log	0.4615	42	0.5487	0.2000	0.5487	0.7408
No log	0.4835	44	0.5152	0.2109	0.5152	0.7178
No log	0.5055	46	0.5260	0.2749	0.5260	0.7253
No log	0.5275	48	0.5756	0.3023	0.5756	0.7587
No log	0.5495	50	0.6400	0.2967	0.6400	0.8000
No log	0.5714	52	0.5811	0.3263	0.5811	0.7623
No log	0.5934	54	0.7860	0.2217	0.7860	0.8865
No log	0.6154	56	0.5908	0.2821	0.5908	0.7686
No log	0.6374	58	0.6618	0.3299	0.6618	0.8135
No log	0.6593	60	1.3393	0.0897	1.3393	1.1573
No log	0.6813	62	1.0941	0.1094	1.0941	1.0460
No log	0.7033	64	0.5038	0.3333	0.5038	0.7098
No log	0.7253	66	0.6479	0.1927	0.6479	0.8049
No log	0.7473	68	0.6945	0.1712	0.6945	0.8334
No log	0.7692	70	0.5554	0.2727	0.5554	0.7453
No log	0.7912	72	0.7240	0.2410	0.7240	0.8509
No log	0.8132	74	1.8897	0.0824	1.8897	1.3747
No log	0.8352	76	1.6279	0.1231	1.6279	1.2759
No log	0.8571	78	0.6564	0.2865	0.6564	0.8102
No log	0.8791	80	0.4940	0.2222	0.4940	0.7029
No log	0.9011	82	0.5142	0.2308	0.5142	0.7171
No log	0.9231	84	0.6100	0.3402	0.6100	0.7810
No log	0.9451	86	1.0459	0.2691	1.0459	1.0227
No log	0.9670	88	0.9883	0.2973	0.9883	0.9941
No log	0.9890	90	0.6618	0.3021	0.6618	0.8135
No log	1.0110	92	0.7054	0.3580	0.7054	0.8399
No log	1.0330	94	0.5980	0.4545	0.5980	0.7733
No log	1.0549	96	0.9301	0.2647	0.9301	0.9644
No log	1.0769	98	1.8553	0.1618	1.8553	1.3621
No log	1.0989	100	1.2495	0.2346	1.2495	1.1178
No log	1.1209	102	0.4666	0.4157	0.4666	0.6831
No log	1.1429	104	0.5877	0.2577	0.5877	0.7666
No log	1.1648	106	0.4675	0.4220	0.4675	0.6837
No log	1.1868	108	0.8961	0.2248	0.8961	0.9466
No log	1.2088	110	1.1010	0.2000	1.1010	1.0493
No log	1.2308	112	0.5282	0.3023	0.5282	0.7268
No log	1.2527	114	0.5691	0.3446	0.5691	0.7544
No log	1.2747	116	0.8069	0.2137	0.8069	0.8983
No log	1.2967	118	0.5170	0.3797	0.5170	0.7190
No log	1.3187	120	0.6282	0.3143	0.6282	0.7926
No log	1.3407	122	1.0827	0.2508	1.0827	1.0405
No log	1.3626	124	1.9384	0.1966	1.9384	1.3923
No log	1.3846	126	1.8877	0.1736	1.8877	1.3739
No log	1.4066	128	1.0153	0.3103	1.0153	1.0076
No log	1.4286	130	0.6064	0.4191	0.6064	0.7787
No log	1.4505	132	0.6517	0.3959	0.6517	0.8073
No log	1.4725	134	0.9902	0.3609	0.9902	0.9951
No log	1.4945	136	0.8804	0.3605	0.8804	0.9383
No log	1.5165	138	0.6813	0.3968	0.6813	0.8254
No log	1.5385	140	0.7734	0.4286	0.7734	0.8794
No log	1.5604	142	1.8717	0.1738	1.8717	1.3681
No log	1.5824	144	1.9093	0.1902	1.9093	1.3818
No log	1.6044	146	0.8381	0.3735	0.8381	0.9155
No log	1.6264	148	0.7347	0.2941	0.7347	0.8571
No log	1.6484	150	0.7413	0.2667	0.7413	0.8610
No log	1.6703	152	0.6946	0.4188	0.6946	0.8335
No log	1.6923	154	1.4639	0.1866	1.4639	1.2099
No log	1.7143	156	1.3267	0.1667	1.3267	1.1518
No log	1.7363	158	0.6369	0.4338	0.6369	0.7981
No log	1.7582	160	0.6072	0.2744	0.6072	0.7792
No log	1.7802	162	0.6144	0.2579	0.6144	0.7838
No log	1.8022	164	0.5920	0.3831	0.5920	0.7694
No log	1.8242	166	1.1889	0.1847	1.1889	1.0904
No log	1.8462	168	1.1687	0.2049	1.1687	1.0810
No log	1.8681	170	0.5888	0.4605	0.5888	0.7673
No log	1.8901	172	0.5626	0.4067	0.5626	0.7501
No log	1.9121	174	0.6116	0.4286	0.6116	0.7821
No log	1.9341	176	1.1999	0.1573	1.1999	1.0954
No log	1.9560	178	1.1200	0.1617	1.1200	1.0583
No log	1.9780	180	0.5314	0.5056	0.5314	0.7290
No log	2.0	182	0.4483	0.4217	0.4483	0.6696
No log	2.0220	184	0.4341	0.4556	0.4341	0.6588
No log	2.0440	186	0.4795	0.5145	0.4795	0.6925
No log	2.0659	188	0.5649	0.4225	0.5649	0.7516
No log	2.0879	190	1.3333	0.2167	1.3333	1.1547
No log	2.1099	192	2.1839	0.1904	2.1839	1.4778
No log	2.1319	194	1.6356	0.2120	1.6356	1.2789
No log	2.1538	196	0.5370	0.4667	0.5370	0.7328
No log	2.1758	198	0.5109	0.4732	0.5109	0.7148
No log	2.1978	200	0.4905	0.4595	0.4905	0.7004
No log	2.2198	202	0.8784	0.3038	0.8784	0.9372
No log	2.2418	204	1.8192	0.1960	1.8192	1.3488
No log	2.2637	206	1.6863	0.1960	1.6863	1.2986
No log	2.2857	208	0.9640	0.2993	0.9640	0.9818
No log	2.3077	210	0.5084	0.3865	0.5084	0.7131
No log	2.3297	212	0.5642	0.4051	0.5642	0.7512
No log	2.3516	214	0.5441	0.4227	0.5441	0.7376
No log	2.3736	216	0.5643	0.3231	0.5643	0.7512
No log	2.3956	218	1.0098	0.2613	1.0098	1.0049
No log	2.4176	220	1.4610	0.1714	1.4610	1.2087
No log	2.4396	222	1.1486	0.2704	1.1486	1.0717
No log	2.4615	224	0.6823	0.4783	0.6823	0.8260
No log	2.4835	226	0.6006	0.4711	0.6006	0.7750
No log	2.5055	228	0.6185	0.4812	0.6185	0.7865
No log	2.5275	230	0.7383	0.3791	0.7383	0.8592
No log	2.5495	232	0.9023	0.3038	0.9023	0.9499
No log	2.5714	234	0.7488	0.3156	0.7488	0.8653
No log	2.5934	236	0.6570	0.3473	0.6570	0.8106
No log	2.6154	238	0.6093	0.3514	0.6093	0.7806
No log	2.6374	240	0.5395	0.5074	0.5395	0.7345
No log	2.6593	242	0.7366	0.2554	0.7366	0.8582
No log	2.6813	244	0.8703	0.2510	0.8703	0.9329
No log	2.7033	246	0.7039	0.4234	0.7039	0.8390
No log	2.7253	248	0.7271	0.4043	0.7271	0.8527
No log	2.7473	250	1.0134	0.2927	1.0134	1.0067
No log	2.7692	252	0.8005	0.36	0.8005	0.8947
No log	2.7912	254	0.4963	0.4583	0.4963	0.7045
No log	2.8132	256	0.4807	0.4526	0.4807	0.6934
No log	2.8352	258	0.6198	0.3535	0.6198	0.7873
No log	2.8571	260	1.2300	0.2219	1.2300	1.1091
No log	2.8791	262	1.2884	0.2045	1.2884	1.1351
No log	2.9011	264	0.7430	0.3917	0.7430	0.8620
No log	2.9231	266	0.4853	0.4583	0.4853	0.6967
No log	2.9451	268	0.5268	0.4404	0.5268	0.7258
No log	2.9670	270	0.5008	0.4350	0.5008	0.7077
No log	2.9890	272	0.7138	0.3480	0.7138	0.8449
No log	3.0110	274	1.0608	0.1355	1.0608	1.0300
No log	3.0330	276	1.2472	0.1807	1.2472	1.1168
No log	3.0549	278	1.0067	0.2424	1.0067	1.0033
No log	3.0769	280	0.9706	0.2977	0.9706	0.9852
No log	3.0989	282	0.7652	0.2846	0.7652	0.8747
No log	3.1209	284	0.6376	0.3645	0.6376	0.7985
No log	3.1429	286	0.5885	0.4171	0.5885	0.7671
No log	3.1648	288	0.6452	0.3665	0.6452	0.8033
No log	3.1868	290	1.0969	0.2809	1.0969	1.0473
No log	3.2088	292	1.2636	0.2219	1.2636	1.1241
No log	3.2308	294	0.9256	0.2165	0.9256	0.9621
No log	3.2527	296	0.5082	0.4536	0.5082	0.7129
No log	3.2747	298	0.4576	0.4350	0.4576	0.6765
No log	3.2967	300	0.5004	0.4682	0.5004	0.7074
No log	3.3187	302	0.7450	0.3569	0.7450	0.8631
No log	3.3407	304	0.8030	0.3481	0.8030	0.8961
No log	3.3626	306	0.8108	0.3481	0.8108	0.9004
No log	3.3846	308	0.6103	0.3939	0.6103	0.7812
No log	3.4066	310	0.6519	0.4191	0.6519	0.8074
No log	3.4286	312	0.7341	0.3913	0.7341	0.8568
No log	3.4505	314	0.7304	0.3985	0.7304	0.8547
No log	3.4725	316	0.8155	0.3020	0.8155	0.9030
No log	3.4945	318	0.7163	0.3518	0.7163	0.8463
No log	3.5165	320	0.5491	0.4231	0.5491	0.7410
No log	3.5385	322	0.6715	0.4335	0.6715	0.8194
No log	3.5604	324	0.8151	0.36	0.8151	0.9028
No log	3.5824	326	0.6416	0.4523	0.6416	0.8010
No log	3.6044	328	0.4910	0.4627	0.4910	0.7007
No log	3.6264	330	0.4421	0.5429	0.4421	0.6649
No log	3.6484	332	0.4458	0.5392	0.4458	0.6677
No log	3.6703	334	0.5929	0.4081	0.5929	0.7700
No log	3.6923	336	0.7223	0.4245	0.7223	0.8499
No log	3.7143	338	0.4945	0.4627	0.4945	0.7032
No log	3.7363	340	0.4051	0.5455	0.4051	0.6365
No log	3.7582	342	0.4421	0.5602	0.4421	0.6649
No log	3.7802	344	0.4470	0.5602	0.4470	0.6686
No log	3.8022	346	0.4286	0.4652	0.4286	0.6547
No log	3.8242	348	0.7066	0.3882	0.7066	0.8406
No log	3.8462	350	0.6918	0.3882	0.6918	0.8318
No log	3.8681	352	0.5444	0.4178	0.5444	0.7378
No log	3.8901	354	0.4158	0.5556	0.4158	0.6448
No log	3.9121	356	0.4030	0.5254	0.4030	0.6348
No log	3.9341	358	0.4066	0.5556	0.4066	0.6377
No log	3.9560	360	0.4168	0.5556	0.4168	0.6456
No log	3.9780	362	0.5218	0.4	0.5218	0.7224
No log	4.0	364	0.5043	0.3846	0.5043	0.7102
No log	4.0220	366	0.5437	0.3860	0.5437	0.7373
No log	4.0440	368	0.4615	0.3892	0.4615	0.6793
No log	4.0659	370	0.4231	0.5455	0.4231	0.6505
No log	4.0879	372	0.4208	0.5745	0.4208	0.6487
No log	4.1099	374	0.4177	0.5801	0.4177	0.6463
No log	4.1319	376	0.4172	0.5181	0.4172	0.6459
No log	4.1538	378	0.4333	0.5556	0.4333	0.6582
No log	4.1758	380	0.4288	0.5181	0.4288	0.6548
No log	4.1978	382	0.4578	0.5455	0.4578	0.6766
No log	4.2198	384	0.5119	0.4343	0.5119	0.7155
No log	4.2418	386	0.4809	0.5269	0.4809	0.6934
No log	4.2637	388	0.4569	0.5111	0.4569	0.6759
No log	4.2857	390	0.4703	0.4924	0.4703	0.6858
No log	4.3077	392	0.5064	0.5052	0.5064	0.7116
No log	4.3297	394	0.5603	0.4833	0.5603	0.7485
No log	4.3516	396	0.5363	0.4975	0.5363	0.7323
No log	4.3736	398	0.5203	0.5080	0.5203	0.7213
No log	4.3956	400	0.5866	0.4833	0.5866	0.7659
No log	4.4176	402	0.6042	0.4123	0.6042	0.7773
No log	4.4396	404	0.7978	0.4085	0.7978	0.8932
No log	4.4615	406	1.0247	0.3772	1.0247	1.0123
No log	4.4835	408	0.9624	0.3418	0.9624	0.9810
No log	4.5055	410	0.6342	0.4027	0.6342	0.7964
No log	4.5275	412	0.5091	0.4627	0.5091	0.7135
No log	4.5495	414	0.4991	0.4709	0.4991	0.7065
No log	4.5714	416	0.5459	0.4694	0.5459	0.7388
No log	4.5934	418	0.9868	0.3250	0.9868	0.9934
No log	4.6154	420	1.3345	0.2376	1.3345	1.1552
No log	4.6374	422	1.1792	0.2397	1.1792	1.0859
No log	4.6593	424	0.7676	0.4325	0.7676	0.8761
No log	4.6813	426	0.4686	0.5	0.4686	0.6845
No log	4.7033	428	0.4481	0.5074	0.4481	0.6694
No log	4.7253	430	0.4585	0.4462	0.4585	0.6772
No log	4.7473	432	0.4791	0.4902	0.4791	0.6922
No log	4.7692	434	0.5074	0.4766	0.5074	0.7123
No log	4.7912	436	0.5346	0.4530	0.5346	0.7311
No log	4.8132	438	0.4686	0.4902	0.4686	0.6846
No log	4.8352	440	0.4660	0.4902	0.4660	0.6826
No log	4.8571	442	0.5683	0.4477	0.5683	0.7539
No log	4.8791	444	0.7387	0.4164	0.7387	0.8595
No log	4.9011	446	0.9282	0.4074	0.9282	0.9634
No log	4.9231	448	0.7755	0.4515	0.7755	0.8806
No log	4.9451	450	0.5454	0.4530	0.5454	0.7385
No log	4.9670	452	0.4513	0.5282	0.4513	0.6718
No log	4.9890	454	0.4585	0.5377	0.4585	0.6771
No log	5.0110	456	0.4650	0.5377	0.4650	0.6819
No log	5.0330	458	0.4888	0.4951	0.4888	0.6992
No log	5.0549	460	0.5497	0.4882	0.5497	0.7414
No log	5.0769	462	0.5737	0.4554	0.5737	0.7574
No log	5.0989	464	0.5225	0.4882	0.5225	0.7229
No log	5.1209	466	0.4899	0.5102	0.4899	0.7000
No log	5.1429	468	0.4388	0.5330	0.4388	0.6624
No log	5.1648	470	0.4387	0.5510	0.4387	0.6624
No log	5.1868	472	0.4602	0.5248	0.4602	0.6784
No log	5.2088	474	0.5416	0.4338	0.5416	0.7359
No log	5.2308	476	0.5101	0.4833	0.5101	0.7142
No log	5.2527	478	0.4281	0.5960	0.4281	0.6543
No log	5.2747	480	0.4767	0.5074	0.4767	0.6904
No log	5.2967	482	0.4583	0.5330	0.4583	0.6770
No log	5.3187	484	0.4109	0.5459	0.4109	0.6410
No log	5.3407	486	0.5575	0.3803	0.5575	0.7467
No log	5.3626	488	0.6647	0.3684	0.6647	0.8153
No log	5.3846	490	0.6158	0.3991	0.6158	0.7847
No log	5.4066	492	0.4621	0.4902	0.4621	0.6798
No log	5.4286	494	0.4345	0.5282	0.4345	0.6592
No log	5.4505	496	0.4580	0.52	0.4580	0.6767
No log	5.4725	498	0.4870	0.4234	0.4870	0.6978
0.4285	5.4945	500	0.5175	0.4234	0.5175	0.7194
0.4285	5.5165	502	0.4910	0.4133	0.4910	0.7007
0.4285	5.5385	504	0.5795	0.4074	0.5795	0.7612
0.4285	5.5604	506	0.5714	0.4074	0.5714	0.7559
0.4285	5.5824	508	0.5381	0.4074	0.5381	0.7336
0.4285	5.6044	510	0.4542	0.5402	0.4542	0.6739
0.4285	5.6264	512	0.4516	0.52	0.4516	0.6720
0.4285	5.6484	514	0.4681	0.5080	0.4681	0.6842
0.4285	5.6703	516	0.5874	0.3761	0.5874	0.7664
0.4285	5.6923	518	0.7072	0.4104	0.7072	0.8409
0.4285	5.7143	520	0.6561	0.4146	0.6561	0.8100
0.4285	5.7363	522	0.6133	0.4081	0.6133	0.7831
0.4285	5.7582	524	0.5002	0.5330	0.5002	0.7072
0.4285	5.7802	526	0.4834	0.5368	0.4834	0.6953
0.4285	5.8022	528	0.4762	0.4583	0.4762	0.6901
0.4285	5.8242	530	0.4960	0.5464	0.4960	0.7043
0.4285	5.8462	532	0.6118	0.4286	0.6118	0.7822
0.4285	5.8681	534	0.7027	0.375	0.7027	0.8383
0.4285	5.8901	536	0.6195	0.3770	0.6195	0.7871
0.4285	5.9121	538	0.5414	0.4833	0.5414	0.7358
0.4285	5.9341	540	0.4919	0.5122	0.4919	0.7014
0.4285	5.9560	542	0.4828	0.5122	0.4828	0.6949
0.4285	5.9780	544	0.4974	0.4902	0.4974	0.7053
0.4285	6.0	546	0.5124	0.4833	0.5124	0.7158
0.4285	6.0220	548	0.5302	0.4563	0.5302	0.7281
0.4285	6.0440	550	0.4744	0.5556	0.4744	0.6888
0.4285	6.0659	552	0.4606	0.5648	0.4606	0.6787
0.4285	6.0879	554	0.4679	0.5648	0.4679	0.6840
0.4285	6.1099	556	0.4595	0.5602	0.4595	0.6779
0.4285	6.1319	558	0.5088	0.4450	0.5088	0.7133
0.4285	6.1538	560	0.5339	0.4393	0.5339	0.7307
0.4285	6.1758	562	0.4928	0.4396	0.4928	0.7020
0.4285	6.1978	564	0.4678	0.5508	0.4678	0.6840
0.4285	6.2198	566	0.4715	0.4819	0.4715	0.6866
0.4285	6.2418	568	0.4660	0.5269	0.4660	0.6826
0.4285	6.2637	570	0.4759	0.5468	0.4759	0.6899
0.4285	6.2857	572	0.5114	0.4627	0.5114	0.7151
0.4285	6.3077	574	0.5441	0.3803	0.5441	0.7376
0.4285	6.3297	576	0.5297	0.4747	0.5297	0.7278
0.4285	6.3516	578	0.5180	0.5025	0.5180	0.7197
0.4285	6.3736	580	0.5121	0.4902	0.5121	0.7156
0.4285	6.3956	582	0.5134	0.5122	0.5134	0.7165
0.4285	6.4176	584	0.5093	0.5261	0.5093	0.7136
0.4285	6.4396	586	0.5103	0.4717	0.5103	0.7143
0.4285	6.4615	588	0.5298	0.4389	0.5298	0.7279
0.4285	6.4835	590	0.5472	0.4426	0.5472	0.7397
0.4285	6.5055	592	0.6353	0.4532	0.6353	0.7970
0.4285	6.5275	594	0.7218	0.4400	0.7218	0.8496
0.4285	6.5495	596	0.6202	0.4327	0.6202	0.7875
0.4285	6.5714	598	0.4998	0.4882	0.4998	0.7069
0.4285	6.5934	600	0.4739	0.4924	0.4739	0.6884
0.4285	6.6154	602	0.4571	0.4924	0.4571	0.6761
0.4285	6.6374	604	0.4597	0.4680	0.4597	0.6780
0.4285	6.6593	606	0.4992	0.4510	0.4992	0.7065
0.4285	6.6813	608	0.5454	0.4615	0.5454	0.7385
0.4285	6.7033	610	0.5439	0.4286	0.5439	0.7375
0.4285	6.7253	612	0.4996	0.4510	0.4996	0.7068
0.4285	6.7473	614	0.4575	0.4783	0.4575	0.6764
0.4285	6.7692	616	0.4472	0.5506	0.4472	0.6687
0.4285	6.7912	618	0.4585	0.4725	0.4585	0.6771
0.4285	6.8132	620	0.5077	0.4510	0.5077	0.7125
0.4285	6.8352	622	0.5920	0.3846	0.5920	0.7694
0.4285	6.8571	624	0.5807	0.3892	0.5807	0.7620
0.4285	6.8791	626	0.5152	0.4764	0.5152	0.7178
0.4285	6.9011	628	0.5050	0.5052	0.5050	0.7107
0.4285	6.9231	630	0.4894	0.5132	0.4894	0.6996
0.4285	6.9451	632	0.4730	0.4894	0.4730	0.6878
0.4285	6.9670	634	0.4784	0.4747	0.4784	0.6917
0.4285	6.9890	636	0.5080	0.4924	0.5080	0.7127
0.4285	7.0110	638	0.5845	0.4027	0.5845	0.7645
0.4285	7.0330	640	0.6227	0.4336	0.6227	0.7891
0.4285	7.0549	642	0.5985	0.4444	0.5985	0.7736
0.4285	7.0769	644	0.5884	0.4444	0.5884	0.7671
0.4285	7.0989	646	0.5453	0.4764	0.5453	0.7385
0.4285	7.1209	648	0.5023	0.4680	0.5023	0.7087
0.4285	7.1429	650	0.4942	0.4518	0.4942	0.7030
0.4285	7.1648	652	0.4993	0.4563	0.4993	0.7066
0.4285	7.1868	654	0.5270	0.4924	0.5270	0.7260
0.4285	7.2088	656	0.5403	0.4924	0.5403	0.7351
0.4285	7.2308	658	0.5677	0.4286	0.5677	0.7534
0.4285	7.2527	660	0.5649	0.4286	0.5649	0.7516
0.4285	7.2747	662	0.5314	0.48	0.5314	0.7289
0.4285	7.2967	664	0.5404	0.4396	0.5404	0.7351
0.4285	7.3187	666	0.6036	0.4231	0.6036	0.7769
0.4285	7.3407	668	0.6283	0.4191	0.6283	0.7926
0.4285	7.3626	670	0.5826	0.4231	0.5826	0.7633
0.4285	7.3846	672	0.5143	0.4894	0.5143	0.7171
0.4285	7.4066	674	0.4969	0.4894	0.4969	0.7049
0.4285	7.4286	676	0.5065	0.4894	0.5065	0.7117
0.4285	7.4505	678	0.5349	0.4051	0.5349	0.7314
0.4285	7.4725	680	0.5193	0.4526	0.5193	0.7206
0.4285	7.4945	682	0.4860	0.4894	0.4860	0.6971
0.4285	7.5165	684	0.4889	0.4595	0.4889	0.6992
0.4285	7.5385	686	0.4986	0.4526	0.4986	0.7061
0.4285	7.5604	688	0.4930	0.4343	0.4930	0.7022
0.4285	7.5824	690	0.5030	0.3892	0.5030	0.7092
0.4285	7.6044	692	0.5180	0.3561	0.5180	0.7197
0.4285	7.6264	694	0.5055	0.3786	0.5055	0.7110
0.4285	7.6484	696	0.5066	0.3786	0.5066	0.7118
0.4285	7.6703	698	0.4771	0.4518	0.4771	0.6907
0.4285	7.6923	700	0.4565	0.5	0.4565	0.6757
0.4285	7.7143	702	0.4660	0.5132	0.4660	0.6826
0.4285	7.7363	704	0.5075	0.3939	0.5075	0.7124
0.4285	7.7582	706	0.5704	0.3818	0.5704	0.7552
0.4285	7.7802	708	0.5895	0.3818	0.5895	0.7678
0.4285	7.8022	710	0.5709	0.3905	0.5709	0.7556
0.4285	7.8242	712	0.5277	0.4051	0.5277	0.7264
0.4285	7.8462	714	0.4831	0.5052	0.4831	0.6951
0.4285	7.8681	716	0.4657	0.5417	0.4657	0.6824
0.4285	7.8901	718	0.4662	0.4627	0.4662	0.6828
0.4285	7.9121	720	0.4805	0.5282	0.4805	0.6932
0.4285	7.9341	722	0.5127	0.4510	0.5127	0.7160
0.4285	7.9560	724	0.5151	0.4510	0.5151	0.7177
0.4285	7.9780	726	0.4946	0.4732	0.4946	0.7033
0.4285	8.0	728	0.4818	0.4510	0.4818	0.6942
0.4285	8.0220	730	0.4824	0.5429	0.4824	0.6945
0.4285	8.0440	732	0.4821	0.5169	0.4821	0.6943
0.4285	8.0659	734	0.4906	0.4286	0.4906	0.7004
0.4285	8.0879	736	0.5257	0.4450	0.5257	0.7250
0.4285	8.1099	738	0.5424	0.4286	0.5424	0.7365
0.4285	8.1319	740	0.5458	0.4236	0.5458	0.7388
0.4285	8.1538	742	0.5489	0.4236	0.5489	0.7408
0.4285	8.1758	744	0.5757	0.4236	0.5757	0.7587
0.4285	8.1978	746	0.5655	0.4236	0.5655	0.7520
0.4285	8.2198	748	0.5308	0.4450	0.5308	0.7285
0.4285	8.2418	750	0.5052	0.5122	0.5052	0.7108
0.4285	8.2637	752	0.4988	0.4563	0.4988	0.7062
0.4285	8.2857	754	0.4964	0.4510	0.4964	0.7046
0.4285	8.3077	756	0.4965	0.4510	0.4965	0.7046
0.4285	8.3297	758	0.5060	0.5248	0.5060	0.7113
0.4285	8.3516	760	0.5455	0.3973	0.5455	0.7386
0.4285	8.3736	762	0.5806	0.4236	0.5806	0.7620
0.4285	8.3956	764	0.5654	0.3929	0.5654	0.7519
0.4285	8.4176	766	0.5203	0.4450	0.5203	0.7213
0.4285	8.4396	768	0.5051	0.4902	0.5051	0.7107
0.4285	8.4615	770	0.5052	0.4902	0.5052	0.7108
0.4285	8.4835	772	0.5206	0.4450	0.5206	0.7216
0.4285	8.5055	774	0.5304	0.4019	0.5304	0.7283
0.4285	8.5275	776	0.5622	0.3929	0.5622	0.7498
0.4285	8.5495	778	0.5894	0.4081	0.5894	0.7677
0.4285	8.5714	780	0.5917	0.4035	0.5917	0.7692
0.4285	8.5934	782	0.5676	0.3761	0.5676	0.7534
0.4285	8.6154	784	0.5233	0.3973	0.5233	0.7234
0.4285	8.6374	786	0.4854	0.5132	0.4854	0.6967
0.4285	8.6593	788	0.4733	0.5080	0.4733	0.6880
0.4285	8.6813	790	0.4685	0.5080	0.4685	0.6845
0.4285	8.7033	792	0.4667	0.5080	0.4667	0.6831
0.4285	8.7253	794	0.4647	0.5080	0.4647	0.6817
0.4285	8.7473	796	0.4667	0.5080	0.4667	0.6831
0.4285	8.7692	798	0.4817	0.5132	0.4817	0.6940
0.4285	8.7912	800	0.4976	0.5132	0.4976	0.7054
0.4285	8.8132	802	0.5106	0.4286	0.5106	0.7145
0.4285	8.8352	804	0.5135	0.4286	0.5135	0.7166
0.4285	8.8571	806	0.5054	0.4764	0.5054	0.7109
0.4285	8.8791	808	0.4872	0.5132	0.4872	0.6980
0.4285	8.9011	810	0.4761	0.5132	0.4761	0.6900
0.4285	8.9231	812	0.4727	0.5132	0.4727	0.6875
0.4285	8.9451	814	0.4765	0.5132	0.4765	0.6903
0.4285	8.9670	816	0.4757	0.5132	0.4757	0.6897
0.4285	8.9890	818	0.4831	0.5132	0.4831	0.6951
0.4285	9.0110	820	0.5034	0.4764	0.5034	0.7095
0.4285	9.0330	822	0.5371	0.3761	0.5371	0.7329
0.4285	9.0549	824	0.5608	0.4081	0.5608	0.7488
0.4285	9.0769	826	0.5710	0.4081	0.5710	0.7556
0.4285	9.0989	828	0.5663	0.4081	0.5663	0.7525
0.4285	9.1209	830	0.5730	0.4081	0.5730	0.7569
0.4285	9.1429	832	0.5665	0.4081	0.5665	0.7526
0.4285	9.1648	834	0.5429	0.3665	0.5429	0.7368
0.4285	9.1868	836	0.5151	0.4510	0.5151	0.7177
0.4285	9.2088	838	0.4925	0.5052	0.4925	0.7018
0.4285	9.2308	840	0.4827	0.5152	0.4827	0.6947
0.4285	9.2527	842	0.4771	0.5152	0.4771	0.6907
0.4285	9.2747	844	0.4754	0.4627	0.4754	0.6895
0.4285	9.2967	846	0.4770	0.5152	0.4770	0.6906
0.4285	9.3187	848	0.4821	0.5152	0.4821	0.6944
0.4285	9.3407	850	0.4870	0.5282	0.4870	0.6978
0.4285	9.3626	852	0.4963	0.5052	0.4963	0.7045
0.4285	9.3846	854	0.5109	0.4573	0.5109	0.7148
0.4285	9.4066	856	0.5215	0.4450	0.5215	0.7221
0.4285	9.4286	858	0.5265	0.4393	0.5265	0.7256
0.4285	9.4505	860	0.5234	0.4393	0.5234	0.7235
0.4285	9.4725	862	0.5138	0.4510	0.5138	0.7168
0.4285	9.4945	864	0.5042	0.5052	0.5042	0.7101
0.4285	9.5165	866	0.4966	0.5052	0.4966	0.7047
0.4285	9.5385	868	0.4873	0.5282	0.4873	0.6981
0.4285	9.5604	870	0.4836	0.5152	0.4836	0.6954
0.4285	9.5824	872	0.4829	0.5152	0.4829	0.6949
0.4285	9.6044	874	0.4846	0.5152	0.4846	0.6961
0.4285	9.6264	876	0.4887	0.5282	0.4887	0.6990
0.4285	9.6484	878	0.4930	0.5282	0.4930	0.7021
0.4285	9.6703	880	0.5007	0.5052	0.5007	0.7076
0.4285	9.6923	882	0.5117	0.4510	0.5117	0.7153
0.4285	9.7143	884	0.5209	0.4450	0.5209	0.7217
0.4285	9.7363	886	0.5274	0.4450	0.5274	0.7262
0.4285	9.7582	888	0.5327	0.3973	0.5327	0.7299
0.4285	9.7802	890	0.5349	0.3973	0.5349	0.7314
0.4285	9.8022	892	0.5355	0.3973	0.5355	0.7318
0.4285	9.8242	894	0.5360	0.3973	0.5360	0.7321
0.4285	9.8462	896	0.5333	0.3973	0.5333	0.7303
0.4285	9.8681	898	0.5292	0.4393	0.5292	0.7275
0.4285	9.8901	900	0.5264	0.4450	0.5264	0.7255
0.4285	9.9121	902	0.5241	0.4450	0.5241	0.7239
0.4285	9.9341	904	0.5226	0.4450	0.5226	0.7229
0.4285	9.9560	906	0.5218	0.4450	0.5218	0.7224
0.4285	9.9780	908	0.5209	0.4450	0.5209	0.7217
0.4285	10.0	910	0.5207	0.4450	0.5207	0.7216

Framework versions

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