Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold1

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: 0.5688
• Qwk: 0.2667
• Mse: 0.5688
• Rmse: 0.7542

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	0.0267	2	4.2629	0.0	4.2629	2.0647
No log	0.0533	4	1.3293	0.0	1.3293	1.1530
No log	0.08	6	0.9055	-0.2737	0.9055	0.9516
No log	0.1067	8	0.7843	0.0222	0.7843	0.8856
No log	0.1333	10	0.5868	0.0	0.5868	0.7660
No log	0.16	12	0.5091	0.0	0.5091	0.7135
No log	0.1867	14	0.4760	0.0	0.4760	0.6899
No log	0.2133	16	0.5527	0.0	0.5527	0.7434
No log	0.24	18	0.6957	0.0	0.6957	0.8341
No log	0.2667	20	0.9005	0.2326	0.9005	0.9490
No log	0.2933	22	1.0046	-0.0645	1.0046	1.0023
No log	0.32	24	0.9634	0.3613	0.9634	0.9815
No log	0.3467	26	0.7565	0.2667	0.7565	0.8697
No log	0.3733	28	0.6058	0.0	0.6058	0.7783
No log	0.4	30	0.6226	0.0	0.6226	0.7891
No log	0.4267	32	0.6331	0.0	0.6331	0.7957
No log	0.4533	34	0.7355	0.0	0.7355	0.8576
No log	0.48	36	0.9201	0.2524	0.9201	0.9592
No log	0.5067	38	0.8264	0.2667	0.8264	0.9091
No log	0.5333	40	0.8373	0.4660	0.8373	0.9151
No log	0.56	42	0.8038	0.2667	0.8038	0.8966
No log	0.5867	44	0.7454	0.0	0.7454	0.8634
No log	0.6133	46	0.6244	0.0	0.6244	0.7902
No log	0.64	48	0.5507	0.0	0.5507	0.7421
No log	0.6667	50	0.5464	0.0	0.5464	0.7392
No log	0.6933	52	0.5506	0.0	0.5506	0.7420
No log	0.72	54	0.5968	0.0	0.5968	0.7725
No log	0.7467	56	0.6927	0.0	0.6927	0.8323
No log	0.7733	58	0.8992	0.3803	0.8992	0.9482
No log	0.8	60	1.0403	0.0966	1.0403	1.0199
No log	0.8267	62	0.8336	0.0388	0.8336	0.9130
No log	0.8533	64	0.6681	0.0	0.6681	0.8174
No log	0.88	66	0.6196	0.0	0.6196	0.7871
No log	0.9067	68	0.6127	0.0	0.6127	0.7828
No log	0.9333	70	0.6255	0.0	0.6255	0.7909
No log	0.96	72	0.6474	0.0	0.6474	0.8046
No log	0.9867	74	0.6792	0.0	0.6792	0.8242
No log	1.0133	76	0.6271	0.0	0.6271	0.7919
No log	1.04	78	0.5820	0.0	0.5820	0.7629
No log	1.0667	80	0.5881	0.2326	0.5881	0.7669
No log	1.0933	82	0.5711	0.0	0.5711	0.7557
No log	1.12	84	0.5497	0.0	0.5497	0.7414
No log	1.1467	86	0.5560	0.0	0.5560	0.7456
No log	1.1733	88	0.6198	0.0	0.6198	0.7873
No log	1.2	90	0.7367	0.0	0.7367	0.8583
No log	1.2267	92	0.7192	0.0	0.7192	0.8481
No log	1.2533	94	0.6317	0.0	0.6317	0.7948
No log	1.28	96	0.5733	0.0	0.5733	0.7571
No log	1.3067	98	0.5502	0.0	0.5502	0.7417
No log	1.3333	100	0.5355	0.0	0.5355	0.7317
No log	1.3600	102	0.5822	0.0	0.5822	0.7630
No log	1.3867	104	0.8482	0.4031	0.8482	0.9210
No log	1.4133	106	1.0469	0.0966	1.0469	1.0232
No log	1.44	108	1.0144	0.0928	1.0144	1.0072
No log	1.4667	110	0.8896	0.0222	0.8896	0.9432
No log	1.4933	112	0.7812	0.0	0.7812	0.8838
No log	1.52	114	0.6886	0.0	0.6886	0.8298
No log	1.5467	116	0.7046	0.0	0.7046	0.8394
No log	1.5733	118	0.7457	0.0	0.7457	0.8636
No log	1.6	120	0.7271	0.0	0.7271	0.8527
No log	1.6267	122	0.6960	0.0	0.6960	0.8343
No log	1.6533	124	0.6566	0.0	0.6566	0.8103
No log	1.6800	126	0.6488	0.0	0.6488	0.8055
No log	1.7067	128	0.6558	0.0	0.6558	0.8098
No log	1.7333	130	0.6929	0.0	0.6929	0.8324
No log	1.76	132	0.7413	0.0	0.7413	0.8610
No log	1.7867	134	0.7478	0.0	0.7478	0.8648
No log	1.8133	136	0.8101	0.0	0.8101	0.9001
No log	1.8400	138	0.8427	0.2414	0.8427	0.9180
No log	1.8667	140	0.7258	0.0	0.7258	0.8519
No log	1.8933	142	0.7325	0.2524	0.7325	0.8559
No log	1.92	144	0.8882	0.2254	0.8882	0.9424
No log	1.9467	146	0.9271	0.2194	0.9271	0.9628
No log	1.9733	148	0.9399	0.2254	0.9399	0.9695
No log	2.0	150	1.0428	-0.0331	1.0428	1.0212
No log	2.0267	152	1.0453	-0.0331	1.0453	1.0224
No log	2.0533	154	0.6410	0.2524	0.6410	0.8006
No log	2.08	156	0.4985	-0.0233	0.4985	0.7060
No log	2.1067	158	0.5004	0.1895	0.5004	0.7074
No log	2.1333	160	0.5065	0.0222	0.5065	0.7117
No log	2.16	162	0.8391	0.3452	0.8391	0.9160
No log	2.1867	164	1.2059	0.3315	1.2059	1.0981
No log	2.2133	166	1.0610	0.3315	1.0610	1.0300
No log	2.24	168	0.8657	0.3315	0.8657	0.9304
No log	2.2667	170	0.5800	0.4310	0.5800	0.7616
No log	2.2933	172	0.6500	0.2524	0.6500	0.8063
No log	2.32	174	0.7418	0.0	0.7418	0.8613
No log	2.3467	176	0.8785	0.2194	0.8785	0.9373
No log	2.3733	178	0.9446	0.3196	0.9446	0.9719
No log	2.4	180	0.5941	0.4310	0.5941	0.7708
No log	2.4267	182	0.6740	0.4310	0.6740	0.8210
No log	2.4533	184	0.9531	0.3315	0.9531	0.9763
No log	2.48	186	0.7700	0.3613	0.7700	0.8775
No log	2.5067	188	0.6973	0.4310	0.6973	0.8351
No log	2.5333	190	0.5799	0.4310	0.5799	0.7615
No log	2.56	192	0.4398	0.0222	0.4398	0.6632
No log	2.5867	194	0.4759	0.5133	0.4759	0.6898
No log	2.6133	196	0.4151	0.2222	0.4151	0.6443
No log	2.64	198	0.5580	0.4310	0.5580	0.7470
No log	2.6667	200	0.9660	0.0966	0.9660	0.9829
No log	2.6933	202	0.9150	0.0704	0.9150	0.9566
No log	2.7200	204	0.7294	-0.1748	0.7294	0.8540
No log	2.7467	206	0.7074	0.0	0.7074	0.8411
No log	2.7733	208	0.6636	0.0	0.6636	0.8146
No log	2.8	210	0.6934	0.2667	0.6934	0.8327
No log	2.8267	212	0.6838	0.2667	0.6838	0.8269
No log	2.8533	214	0.5159	0.2667	0.5159	0.7183
No log	2.88	216	0.4745	0.0	0.4745	0.6888
No log	2.9067	218	0.4772	0.0	0.4772	0.6908
No log	2.9333	220	0.5749	0.2667	0.5749	0.7582
No log	2.96	222	0.9626	0.3315	0.9626	0.9811
No log	2.9867	224	1.1667	0.3196	1.1667	1.0801
No log	3.0133	226	1.0224	0.3315	1.0224	1.0111
No log	3.04	228	0.6539	0.2326	0.6539	0.8086
No log	3.0667	230	0.4027	0.0	0.4027	0.6346
No log	3.0933	232	0.4243	0.4884	0.4243	0.6513
No log	3.12	234	0.4107	0.0	0.4107	0.6409
No log	3.1467	236	0.3966	0.2667	0.3966	0.6297
No log	3.1733	238	0.6460	0.3803	0.6460	0.8038
No log	3.2	240	1.1628	0.3196	1.1628	1.0783
No log	3.2267	242	1.2337	0.0	1.2337	1.1107
No log	3.2533	244	0.9534	0.3315	0.9534	0.9764
No log	3.2800	246	0.6742	0.2667	0.6742	0.8211
No log	3.3067	248	0.5833	0.2667	0.5833	0.7637
No log	3.3333	250	0.5230	0.0	0.5230	0.7232
No log	3.36	252	0.4893	0.0	0.4893	0.6995
No log	3.3867	254	0.4570	0.0	0.4570	0.6760
No log	3.4133	256	0.4420	0.2667	0.4420	0.6648
No log	3.44	258	0.4035	0.0	0.4035	0.6352
No log	3.4667	260	0.4326	0.2667	0.4326	0.6577
No log	3.4933	262	0.5696	0.4031	0.5696	0.7547
No log	3.52	264	0.6315	0.3613	0.6315	0.7947
No log	3.5467	266	0.4524	0.4310	0.4524	0.6726
No log	3.5733	268	0.3204	0.2667	0.3204	0.5660
No log	3.6	270	0.3189	0.2667	0.3189	0.5647
No log	3.6267	272	0.4631	0.4310	0.4631	0.6805
No log	3.6533	274	0.8142	0.3315	0.8142	0.9023
No log	3.68	276	0.8271	0.3315	0.8271	0.9094
No log	3.7067	278	0.5375	0.4310	0.5375	0.7332
No log	3.7333	280	0.3376	0.2667	0.3376	0.5810
No log	3.76	282	0.3269	0.4444	0.3269	0.5717
No log	3.7867	284	0.3646	0.2667	0.3646	0.6038
No log	3.8133	286	0.4001	0.2667	0.4001	0.6325
No log	3.84	288	0.4811	0.2524	0.4811	0.6936
No log	3.8667	290	0.6238	0.3803	0.6238	0.7898
No log	3.8933	292	0.5617	0.4031	0.5617	0.7495
No log	3.92	294	0.4647	0.2524	0.4647	0.6817
No log	3.9467	296	0.4037	0.4107	0.4037	0.6353
No log	3.9733	298	0.4635	0.2524	0.4635	0.6808
No log	4.0	300	0.4863	0.2524	0.4863	0.6974
No log	4.0267	302	0.4837	0.2667	0.4837	0.6955
No log	4.0533	304	0.4982	0.2667	0.4982	0.7059
No log	4.08	306	0.5552	0.2524	0.5552	0.7451
No log	4.1067	308	0.5018	0.2667	0.5018	0.7083
No log	4.1333	310	0.4497	0.2667	0.4497	0.6706
No log	4.16	312	0.4440	0.2667	0.4440	0.6663
No log	4.1867	314	0.4511	0.2667	0.4511	0.6716
No log	4.2133	316	0.4470	0.2667	0.4470	0.6686
No log	4.24	318	0.4484	0.2667	0.4484	0.6696
No log	4.2667	320	0.4595	0.2667	0.4595	0.6778
No log	4.2933	322	0.4245	0.2667	0.4245	0.6515
No log	4.32	324	0.3618	0.2667	0.3618	0.6015
No log	4.3467	326	0.3445	0.4444	0.3445	0.5869
No log	4.3733	328	0.3728	0.2667	0.3728	0.6106
No log	4.4	330	0.5988	0.4031	0.5988	0.7738
No log	4.4267	332	0.8464	0.3452	0.8464	0.9200
No log	4.4533	334	0.8039	0.3613	0.8039	0.8966
No log	4.48	336	0.6086	0.4310	0.6086	0.7801
No log	4.5067	338	0.4259	0.2667	0.4259	0.6526
No log	4.5333	340	0.3780	0.2326	0.3780	0.6148
No log	4.5600	342	0.3733	0.2326	0.3733	0.6110
No log	4.5867	344	0.4073	0.0	0.4073	0.6382
No log	4.6133	346	0.4755	0.2667	0.4755	0.6896
No log	4.64	348	0.5603	0.4310	0.5603	0.7486
No log	4.6667	350	0.5327	0.4310	0.5327	0.7298
No log	4.6933	352	0.4272	0.2667	0.4272	0.6536
No log	4.72	354	0.3779	0.4444	0.3779	0.6147
No log	4.7467	356	0.4433	0.2667	0.4433	0.6658
No log	4.7733	358	0.5086	0.3803	0.5086	0.7132
No log	4.8	360	0.5944	0.3613	0.5944	0.7710
No log	4.8267	362	0.5982	0.3613	0.5982	0.7734
No log	4.8533	364	0.5964	0.3613	0.5964	0.7723
No log	4.88	366	0.5298	0.2326	0.5298	0.7278
No log	4.9067	368	0.5826	0.2326	0.5826	0.7633
No log	4.9333	370	0.4851	0.4107	0.4851	0.6965
No log	4.96	372	0.4934	0.4444	0.4934	0.7024
No log	4.9867	374	0.5167	0.2524	0.5167	0.7189
No log	5.0133	376	0.4503	0.4444	0.4503	0.6710
No log	5.04	378	0.4476	0.4444	0.4476	0.6690
No log	5.0667	380	0.4667	0.2667	0.4667	0.6832
No log	5.0933	382	0.4757	0.2667	0.4757	0.6897
No log	5.12	384	0.5453	0.2414	0.5453	0.7384
No log	5.1467	386	0.5462	0.2414	0.5462	0.7391
No log	5.1733	388	0.6185	0.3803	0.6185	0.7865
No log	5.2	390	0.6099	0.3803	0.6099	0.7810
No log	5.2267	392	0.5642	0.2414	0.5642	0.7511
No log	5.2533	394	0.5894	0.2414	0.5894	0.7677
No log	5.28	396	0.6026	0.2414	0.6026	0.7763
No log	5.3067	398	0.6947	0.3803	0.6947	0.8335
No log	5.3333	400	0.6579	0.2326	0.6579	0.8111
No log	5.36	402	0.5315	0.2524	0.5315	0.7290
No log	5.3867	404	0.4643	0.2524	0.4643	0.6814
No log	5.4133	406	0.4506	0.2524	0.4506	0.6713
No log	5.44	408	0.5370	0.2414	0.5370	0.7328
No log	5.4667	410	0.7408	0.3803	0.7408	0.8607
No log	5.4933	412	0.8215	0.3613	0.8215	0.9064
No log	5.52	414	0.7119	0.3803	0.7119	0.8437
No log	5.5467	416	0.5143	0.2667	0.5143	0.7172
No log	5.5733	418	0.4484	0.2667	0.4484	0.6696
No log	5.6	420	0.4927	0.2667	0.4927	0.7019
No log	5.6267	422	0.5410	0.2667	0.5410	0.7355
No log	5.6533	424	0.5420	0.2667	0.5420	0.7362
No log	5.68	426	0.4930	0.2667	0.4930	0.7022
No log	5.7067	428	0.4916	0.2667	0.4916	0.7011
No log	5.7333	430	0.4892	0.2667	0.4892	0.6994
No log	5.76	432	0.5247	0.2524	0.5247	0.7244
No log	5.7867	434	0.5337	0.2524	0.5337	0.7305
No log	5.8133	436	0.5308	0.2524	0.5308	0.7286
No log	5.84	438	0.4709	0.2667	0.4709	0.6862
No log	5.8667	440	0.4219	0.3889	0.4219	0.6496
No log	5.8933	442	0.4231	0.3889	0.4231	0.6505
No log	5.92	444	0.4692	0.2667	0.4692	0.6850
No log	5.9467	446	0.5509	0.2524	0.5509	0.7422
No log	5.9733	448	0.5935	0.2524	0.5935	0.7704
No log	6.0	450	0.5446	0.2524	0.5446	0.7380
No log	6.0267	452	0.4517	0.2667	0.4517	0.6721
No log	6.0533	454	0.4179	0.3889	0.4179	0.6464
No log	6.08	456	0.4178	0.3889	0.4178	0.6464
No log	6.1067	458	0.4264	0.4444	0.4264	0.6530
No log	6.1333	460	0.4680	0.2667	0.4680	0.6841
No log	6.16	462	0.4584	0.2667	0.4584	0.6770
No log	6.1867	464	0.4243	0.4444	0.4243	0.6514
No log	6.2133	466	0.4264	0.4444	0.4264	0.6530
No log	6.24	468	0.4491	0.4444	0.4491	0.6702
No log	6.2667	470	0.4299	0.4444	0.4299	0.6557
No log	6.2933	472	0.3881	0.4444	0.3881	0.6230
No log	6.32	474	0.3803	0.4444	0.3803	0.6167
No log	6.3467	476	0.4212	0.4444	0.4212	0.6490
No log	6.3733	478	0.4453	0.2524	0.4453	0.6673
No log	6.4	480	0.4517	0.2667	0.4517	0.6721
No log	6.4267	482	0.4284	0.4444	0.4284	0.6545
No log	6.4533	484	0.4414	0.4444	0.4414	0.6644
No log	6.48	486	0.4477	0.4444	0.4477	0.6691
No log	6.5067	488	0.4442	0.4444	0.4442	0.6665
No log	6.5333	490	0.4374	0.3889	0.4374	0.6614
No log	6.5600	492	0.4437	0.3889	0.4437	0.6661
No log	6.5867	494	0.4656	0.4444	0.4656	0.6823
No log	6.6133	496	0.4884	0.2667	0.4884	0.6989
No log	6.64	498	0.4982	0.2524	0.4982	0.7058
0.392	6.6667	500	0.5165	0.2524	0.5165	0.7187
0.392	6.6933	502	0.5308	0.2524	0.5308	0.7285
0.392	6.72	504	0.5507	0.2524	0.5507	0.7421
0.392	6.7467	506	0.5330	0.2524	0.5330	0.7301
0.392	6.7733	508	0.4905	0.2524	0.4905	0.7003
0.392	6.8	510	0.4391	0.2667	0.4391	0.6626
0.392	6.8267	512	0.4020	0.4444	0.4020	0.6340
0.392	6.8533	514	0.4000	0.4444	0.4000	0.6325
0.392	6.88	516	0.4564	0.2524	0.4564	0.6756
0.392	6.9067	518	0.5026	0.2326	0.5026	0.7090
0.392	6.9333	520	0.4866	0.2326	0.4866	0.6976
0.392	6.96	522	0.4420	0.2667	0.4420	0.6648
0.392	6.9867	524	0.4547	0.2667	0.4547	0.6743
0.392	7.0133	526	0.5321	0.3613	0.5321	0.7294
0.392	7.04	528	0.5674	0.3803	0.5674	0.7533
0.392	7.0667	530	0.5239	0.2524	0.5239	0.7238
0.392	7.0933	532	0.4550	0.2667	0.4550	0.6745
0.392	7.12	534	0.4276	0.2667	0.4276	0.6539
0.392	7.1467	536	0.4270	0.2667	0.4270	0.6535
0.392	7.1733	538	0.4549	0.2667	0.4549	0.6744
0.392	7.2	540	0.4181	0.4444	0.4181	0.6466
0.392	7.2267	542	0.4019	0.4444	0.4019	0.6339
0.392	7.2533	544	0.3929	0.4444	0.3929	0.6268
0.392	7.28	546	0.4214	0.4444	0.4214	0.6492
0.392	7.3067	548	0.4348	0.2667	0.4348	0.6594
0.392	7.3333	550	0.4518	0.2667	0.4518	0.6722
0.392	7.36	552	0.4858	0.2667	0.4858	0.6970
0.392	7.3867	554	0.5017	0.2667	0.5017	0.7083
0.392	7.4133	556	0.5628	0.2326	0.5628	0.7502
0.392	7.44	558	0.6571	0.3613	0.6571	0.8106
0.392	7.4667	560	0.6402	0.3613	0.6402	0.8001
0.392	7.4933	562	0.5314	0.2414	0.5314	0.7290
0.392	7.52	564	0.4459	0.2667	0.4459	0.6678
0.392	7.5467	566	0.4404	0.2667	0.4404	0.6636
0.392	7.5733	568	0.4605	0.2667	0.4605	0.6786
0.392	7.6	570	0.4934	0.2524	0.4934	0.7024
0.392	7.6267	572	0.4669	0.2667	0.4669	0.6833
0.392	7.6533	574	0.4298	0.2667	0.4298	0.6556
0.392	7.68	576	0.4147	0.2667	0.4147	0.6440
0.392	7.7067	578	0.4235	0.2667	0.4235	0.6508
0.392	7.7333	580	0.4691	0.2667	0.4691	0.6849
0.392	7.76	582	0.5278	0.2524	0.5278	0.7265
0.392	7.7867	584	0.5430	0.2326	0.5430	0.7369
0.392	7.8133	586	0.5025	0.2667	0.5025	0.7089
0.392	7.84	588	0.4792	0.2667	0.4792	0.6922
0.392	7.8667	590	0.4381	0.2667	0.4381	0.6619
0.392	7.8933	592	0.4447	0.2667	0.4447	0.6668
0.392	7.92	594	0.4802	0.2667	0.4802	0.6930
0.392	7.9467	596	0.5588	0.2326	0.5588	0.7475
0.392	7.9733	598	0.6039	0.3803	0.6039	0.7771
0.392	8.0	600	0.6045	0.3803	0.6045	0.7775
0.392	8.0267	602	0.5619	0.2326	0.5619	0.7496
0.392	8.0533	604	0.4831	0.2667	0.4831	0.6950
0.392	8.08	606	0.4500	0.2667	0.4500	0.6708
0.392	8.1067	608	0.4648	0.2667	0.4648	0.6818
0.392	8.1333	610	0.5093	0.2667	0.5093	0.7137
0.392	8.16	612	0.5643	0.2326	0.5643	0.7512
0.392	8.1867	614	0.6067	0.2326	0.6067	0.7789
0.392	8.2133	616	0.5982	0.2326	0.5982	0.7734
0.392	8.24	618	0.6058	0.2326	0.6058	0.7783
0.392	8.2667	620	0.5863	0.2326	0.5863	0.7657
0.392	8.2933	622	0.5564	0.2414	0.5564	0.7459
0.392	8.32	624	0.5173	0.2667	0.5173	0.7192
0.392	8.3467	626	0.4856	0.2667	0.4856	0.6969
0.392	8.3733	628	0.4882	0.2667	0.4882	0.6987
0.392	8.4	630	0.5207	0.2667	0.5207	0.7216
0.392	8.4267	632	0.5641	0.2667	0.5641	0.7511
0.392	8.4533	634	0.5881	0.2414	0.5881	0.7669
0.392	8.48	636	0.5763	0.2524	0.5763	0.7592
0.392	8.5067	638	0.5462	0.2667	0.5462	0.7391
0.392	8.5333	640	0.5002	0.2667	0.5002	0.7072
0.392	8.56	642	0.4704	0.2667	0.4704	0.6859
0.392	8.5867	644	0.4634	0.2667	0.4634	0.6807
0.392	8.6133	646	0.4615	0.4444	0.4615	0.6793
0.392	8.64	648	0.4772	0.2667	0.4772	0.6908
0.392	8.6667	650	0.5151	0.2667	0.5151	0.7177
0.392	8.6933	652	0.5591	0.2667	0.5591	0.7477
0.392	8.72	654	0.5796	0.2667	0.5796	0.7613
0.392	8.7467	656	0.5775	0.2667	0.5775	0.7600
0.392	8.7733	658	0.5436	0.2667	0.5436	0.7373
0.392	8.8	660	0.5039	0.2667	0.5039	0.7098
0.392	8.8267	662	0.4854	0.4444	0.4854	0.6967
0.392	8.8533	664	0.4899	0.4444	0.4899	0.6999
0.392	8.88	666	0.5049	0.2667	0.5049	0.7105
0.392	8.9067	668	0.5137	0.2667	0.5137	0.7167
0.392	8.9333	670	0.5492	0.2667	0.5492	0.7411
0.392	8.96	672	0.5919	0.2667	0.5919	0.7694
0.392	8.9867	674	0.6133	0.2414	0.6133	0.7831
0.392	9.0133	676	0.6509	0.2326	0.6509	0.8068
0.392	9.04	678	0.6866	0.2326	0.6866	0.8286
0.392	9.0667	680	0.6942	0.2326	0.6942	0.8332
0.392	9.0933	682	0.6761	0.2326	0.6761	0.8222
0.392	9.12	684	0.6344	0.2414	0.6344	0.7965
0.392	9.1467	686	0.5859	0.2667	0.5859	0.7655
0.392	9.1733	688	0.5441	0.2667	0.5441	0.7376
0.392	9.2	690	0.5148	0.2667	0.5148	0.7175
0.392	9.2267	692	0.4975	0.4444	0.4975	0.7053
0.392	9.2533	694	0.4937	0.4444	0.4937	0.7027
0.392	9.28	696	0.4981	0.4444	0.4981	0.7058
0.392	9.3067	698	0.5096	0.2667	0.5096	0.7139
0.392	9.3333	700	0.5346	0.2667	0.5346	0.7312
0.392	9.36	702	0.5640	0.2667	0.5640	0.7510
0.392	9.3867	704	0.5735	0.2667	0.5735	0.7573
0.392	9.4133	706	0.5726	0.2667	0.5726	0.7567
0.392	9.44	708	0.5704	0.2667	0.5704	0.7552
0.392	9.4667	710	0.5649	0.2667	0.5649	0.7516
0.392	9.4933	712	0.5725	0.2667	0.5725	0.7566
0.392	9.52	714	0.5741	0.2667	0.5741	0.7577
0.392	9.5467	716	0.5689	0.2667	0.5689	0.7542
0.392	9.5733	718	0.5583	0.2667	0.5583	0.7472
0.392	9.6	720	0.5518	0.2667	0.5518	0.7428
0.392	9.6267	722	0.5524	0.2667	0.5524	0.7432
0.392	9.6533	724	0.5595	0.2667	0.5595	0.7480
0.392	9.68	726	0.5666	0.2667	0.5666	0.7527
0.392	9.7067	728	0.5707	0.2667	0.5707	0.7555
0.392	9.7333	730	0.5742	0.2667	0.5742	0.7578
0.392	9.76	732	0.5737	0.2667	0.5737	0.7574
0.392	9.7867	734	0.5766	0.2667	0.5766	0.7593
0.392	9.8133	736	0.5785	0.2667	0.5785	0.7606
0.392	9.84	738	0.5765	0.2667	0.5765	0.7593
0.392	9.8667	740	0.5724	0.2667	0.5724	0.7566
0.392	9.8933	742	0.5696	0.2667	0.5696	0.7547
0.392	9.92	744	0.5681	0.2667	0.5681	0.7537
0.392	9.9467	746	0.5681	0.2667	0.5681	0.7537
0.392	9.9733	748	0.5684	0.2667	0.5684	0.7539
0.392	10.0	750	0.5688	0.2667	0.5688	0.7542

Framework versions

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