Arabic_FineTuningAraBERT_AugV0_k15_task2_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: 0.5070
• Qwk: 0.2154
• Mse: 0.5070
• Rmse: 0.7121

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	5.6194	-0.0229	5.6194	2.3705
No log	0.0533	4	3.6061	-0.0189	3.6061	1.8990
No log	0.08	6	2.2998	0.0315	2.2998	1.5165
No log	0.1067	8	1.0892	0.0	1.0892	1.0437
No log	0.1333	10	0.7636	0.2609	0.7636	0.8739
No log	0.16	12	1.3641	0.2162	1.3641	1.1679
No log	0.1867	14	0.7724	0.2025	0.7724	0.8789
No log	0.2133	16	0.5918	0.0	0.5918	0.7693
No log	0.24	18	0.5582	0.1176	0.5582	0.7471
No log	0.2667	20	0.6403	0.2105	0.6403	0.8002
No log	0.2933	22	0.8533	0.3143	0.8533	0.9237
No log	0.32	24	0.6121	0.2105	0.6121	0.7823
No log	0.3467	26	0.5959	0.0870	0.5959	0.7720
No log	0.3733	28	0.6483	0.0870	0.6483	0.8052
No log	0.4	30	0.6369	0.0870	0.6369	0.7980
No log	0.4267	32	0.5842	0.0	0.5842	0.7643
No log	0.4533	34	0.5408	0.3077	0.5408	0.7354
No log	0.48	36	0.5367	0.3077	0.5367	0.7326
No log	0.5067	38	0.5227	0.3077	0.5227	0.7230
No log	0.5333	40	0.5097	0.2642	0.5097	0.7139
No log	0.56	42	0.5320	0.0	0.5320	0.7294
No log	0.5867	44	0.5642	0.1702	0.5642	0.7511
No log	0.6133	46	0.4735	0.1176	0.4735	0.6881
No log	0.64	48	0.5826	0.4407	0.5826	0.7633
No log	0.6667	50	0.7852	0.2963	0.7852	0.8861
No log	0.6933	52	0.6204	0.4545	0.6204	0.7876
No log	0.72	54	0.5068	0.3810	0.5068	0.7119
No log	0.7467	56	0.5121	0.4407	0.5121	0.7156
No log	0.7733	58	0.5958	0.4	0.5958	0.7719
No log	0.8	60	0.9079	0.2683	0.9079	0.9528
No log	0.8267	62	0.8455	0.24	0.8455	0.9195
No log	0.8533	64	0.6107	0.4	0.6107	0.7814
No log	0.88	66	0.4999	0.2909	0.4999	0.7070
No log	0.9067	68	0.4939	0.2353	0.4939	0.7028
No log	0.9333	70	0.4781	0.3793	0.4781	0.6915
No log	0.96	72	0.5236	0.5161	0.5236	0.7236
No log	0.9867	74	1.0540	0.2909	1.0540	1.0267
No log	1.0133	76	1.3153	0.3040	1.3153	1.1468
No log	1.04	78	0.8986	0.2737	0.8986	0.9479
No log	1.0667	80	0.5076	0.4194	0.5076	0.7125
No log	1.0933	82	0.4585	0.2222	0.4585	0.6771
No log	1.12	84	0.4684	0.2222	0.4684	0.6844
No log	1.1467	86	0.4792	0.1509	0.4792	0.6922
No log	1.1733	88	0.5039	0.2222	0.5039	0.7098
No log	1.2	90	0.5048	0.2373	0.5048	0.7105
No log	1.2267	92	0.4858	0.2373	0.4858	0.6970
No log	1.2533	94	0.4555	0.1818	0.4555	0.6749
No log	1.28	96	0.5317	0.0870	0.5317	0.7292
No log	1.3067	98	0.6038	0.0870	0.6038	0.7770
No log	1.3333	100	0.5746	0.0870	0.5746	0.7580
No log	1.3600	102	0.4794	0.1702	0.4794	0.6924
No log	1.3867	104	0.4478	0.1600	0.4478	0.6692
No log	1.4133	106	0.4318	0.4	0.4318	0.6571
No log	1.44	108	0.4378	0.3571	0.4378	0.6617
No log	1.4667	110	0.4612	0.3793	0.4612	0.6791
No log	1.4933	112	0.4514	0.5161	0.4514	0.6719
No log	1.52	114	0.4529	0.4000	0.4529	0.6730
No log	1.5467	116	0.5139	0.3846	0.5139	0.7169
No log	1.5733	118	0.5187	0.3846	0.5187	0.7202
No log	1.6	120	0.4867	0.4348	0.4867	0.6976
No log	1.6267	122	0.5229	0.5135	0.5229	0.7231
No log	1.6533	124	0.7007	0.5301	0.7007	0.8371
No log	1.6800	126	0.7658	0.5116	0.7658	0.8751
No log	1.7067	128	0.6808	0.5	0.6808	0.8251
No log	1.7333	130	0.6316	0.5352	0.6316	0.7947
No log	1.76	132	0.5481	0.3855	0.5481	0.7403
No log	1.7867	134	0.5166	0.4146	0.5166	0.7188
No log	1.8133	136	0.5322	0.3824	0.5322	0.7295
No log	1.8400	138	0.5699	0.4923	0.5699	0.7549
No log	1.8667	140	0.6107	0.4923	0.6107	0.7815
No log	1.8933	142	0.5386	0.3478	0.5386	0.7339
No log	1.92	144	0.5071	0.3824	0.5071	0.7121
No log	1.9467	146	0.4917	0.4507	0.4917	0.7012
No log	1.9733	148	0.4846	0.4507	0.4846	0.6961
No log	2.0	150	0.4778	0.4179	0.4778	0.6912
No log	2.0267	152	0.4943	0.3824	0.4943	0.7031
No log	2.0533	154	0.4774	0.4545	0.4774	0.6909
No log	2.08	156	0.4616	0.4857	0.4616	0.6794
No log	2.1067	158	0.4619	0.4194	0.4619	0.6796
No log	2.1333	160	0.4635	0.4194	0.4635	0.6808
No log	2.16	162	0.4500	0.4348	0.4500	0.6708
No log	2.1867	164	0.5209	0.3836	0.5209	0.7218
No log	2.2133	166	0.5236	0.3824	0.5236	0.7236
No log	2.24	168	0.4954	0.4	0.4954	0.7039
No log	2.2667	170	0.4681	0.3571	0.4681	0.6841
No log	2.2933	172	0.4904	0.3158	0.4904	0.7003
No log	2.32	174	0.5363	0.4	0.5363	0.7323
No log	2.3467	176	0.5167	0.3158	0.5167	0.7188
No log	2.3733	178	0.4929	0.4	0.4929	0.7021
No log	2.4	180	0.5394	0.4	0.5394	0.7345
No log	2.4267	182	0.5513	0.2895	0.5513	0.7425
No log	2.4533	184	0.5114	0.3377	0.5114	0.7151
No log	2.48	186	0.4792	0.3824	0.4792	0.6922
No log	2.5067	188	0.4715	0.3824	0.4715	0.6867
No log	2.5333	190	0.4512	0.2373	0.4512	0.6717
No log	2.56	192	0.4618	0.3793	0.4618	0.6796
No log	2.5867	194	0.5412	0.4	0.5412	0.7357
No log	2.6133	196	0.4985	0.3793	0.4985	0.7060
No log	2.64	198	0.4583	0.2623	0.4583	0.6770
No log	2.6667	200	0.4606	0.3438	0.4606	0.6786
No log	2.6933	202	0.4627	0.3438	0.4627	0.6803
No log	2.7200	204	0.4573	0.2623	0.4573	0.6762
No log	2.7467	206	0.4804	0.4407	0.4804	0.6931
No log	2.7733	208	0.4686	0.3793	0.4686	0.6846
No log	2.8	210	0.4585	0.3793	0.4585	0.6771
No log	2.8267	212	0.4435	0.2500	0.4435	0.6659
No log	2.8533	214	0.4563	0.2500	0.4563	0.6755
No log	2.88	216	0.4653	0.5588	0.4653	0.6822
No log	2.9067	218	0.5672	0.5135	0.5672	0.7531
No log	2.9333	220	0.6178	0.4878	0.6178	0.7860
No log	2.96	222	0.7142	0.4444	0.7142	0.8451
No log	2.9867	224	0.6312	0.4	0.6312	0.7945
No log	3.0133	226	0.5763	0.4	0.5763	0.7591
No log	3.04	228	0.4618	0.3793	0.4618	0.6796
No log	3.0667	230	0.4451	0.4348	0.4451	0.6672
No log	3.0933	232	0.4592	0.3836	0.4592	0.6777
No log	3.12	234	0.4491	0.5352	0.4491	0.6702
No log	3.1467	236	0.4484	0.4857	0.4484	0.6696
No log	3.1733	238	0.4513	0.4194	0.4513	0.6718
No log	3.2	240	0.4603	0.3793	0.4603	0.6785
No log	3.2267	242	0.4609	0.5352	0.4609	0.6789
No log	3.2533	244	0.4685	0.4324	0.4685	0.6845
No log	3.2800	246	0.4944	0.2895	0.4944	0.7031
No log	3.3067	248	0.4891	0.3377	0.4891	0.6994
No log	3.3333	250	0.4979	0.3377	0.4979	0.7056
No log	3.36	252	0.5453	0.4	0.5453	0.7384
No log	3.3867	254	0.5223	0.3377	0.5223	0.7227
No log	3.4133	256	0.4854	0.3846	0.4854	0.6967
No log	3.44	258	0.4897	0.4	0.4897	0.6998
No log	3.4667	260	0.5282	0.2373	0.5282	0.7268
No log	3.4933	262	0.5350	0.2373	0.5350	0.7314
No log	3.52	264	0.5205	0.2857	0.5205	0.7215
No log	3.5467	266	0.5270	0.2857	0.5270	0.7260
No log	3.5733	268	0.5134	0.2258	0.5134	0.7165
No log	3.6	270	0.4916	0.3390	0.4916	0.7011
No log	3.6267	272	0.4985	0.3810	0.4985	0.7061
No log	3.6533	274	0.4917	0.3333	0.4917	0.7012
No log	3.68	276	0.5166	0.2759	0.5166	0.7188
No log	3.7067	278	0.5319	0.4	0.5319	0.7293
No log	3.7333	280	0.4977	0.2759	0.4977	0.7055
No log	3.76	282	0.4707	0.3438	0.4707	0.6860
No log	3.7867	284	0.4986	0.4	0.4986	0.7061
No log	3.8133	286	0.5112	0.3836	0.5112	0.7150
No log	3.84	288	0.4885	0.4474	0.4885	0.6989
No log	3.8667	290	0.5052	0.3333	0.5052	0.7108
No log	3.8933	292	0.5780	0.4000	0.5780	0.7603
No log	3.92	294	0.7624	0.4179	0.7624	0.8732
No log	3.9467	296	0.7936	0.4179	0.7936	0.8909
No log	3.9733	298	0.6421	0.4	0.6421	0.8013
No log	4.0	300	0.5109	0.4324	0.5109	0.7148
No log	4.0267	302	0.4970	0.3200	0.4970	0.7050
No log	4.0533	304	0.4890	0.3514	0.4890	0.6993
No log	4.08	306	0.4839	0.2941	0.4839	0.6956
No log	4.1067	308	0.4705	0.3478	0.4705	0.6859
No log	4.1333	310	0.4569	0.4	0.4569	0.6760
No log	4.16	312	0.4591	0.3478	0.4591	0.6776
No log	4.1867	314	0.4726	0.2727	0.4726	0.6875
No log	4.2133	316	0.4651	0.3478	0.4651	0.6820
No log	4.24	318	0.4657	0.5352	0.4657	0.6824
No log	4.2667	320	0.4779	0.3514	0.4779	0.6913
No log	4.2933	322	0.4884	0.3014	0.4884	0.6988
No log	4.32	324	0.4799	0.3478	0.4799	0.6928
No log	4.3467	326	0.4829	0.5455	0.4829	0.6949
No log	4.3733	328	0.4973	0.4211	0.4973	0.7052
No log	4.4	330	0.4912	0.2909	0.4912	0.7009
No log	4.4267	332	0.4978	0.2857	0.4978	0.7055
No log	4.4533	334	0.5054	0.2258	0.5054	0.7109
No log	4.48	336	0.5077	0.2258	0.5077	0.7125
No log	4.5067	338	0.5068	0.2388	0.5068	0.7119
No log	4.5333	340	0.4948	0.2941	0.4948	0.7034
No log	4.5600	342	0.4933	0.3478	0.4933	0.7024
No log	4.5867	344	0.5003	0.3014	0.5003	0.7073
No log	4.6133	346	0.4953	0.3014	0.4953	0.7038
No log	4.64	348	0.4847	0.48	0.4847	0.6962
No log	4.6667	350	0.4897	0.4194	0.4897	0.6998
No log	4.6933	352	0.5177	0.4407	0.5177	0.7195
No log	4.72	354	0.5302	0.4	0.5302	0.7282
No log	4.7467	356	0.5101	0.4375	0.5101	0.7142
No log	4.7733	358	0.5061	0.5217	0.5061	0.7114
No log	4.8	360	0.4921	0.5	0.4921	0.7015
No log	4.8267	362	0.5070	0.5479	0.5070	0.7120
No log	4.8533	364	0.5302	0.4	0.5302	0.7281
No log	4.88	366	0.5595	0.4	0.5595	0.7480
No log	4.9067	368	0.5821	0.4000	0.5821	0.7630
No log	4.9333	370	0.5482	0.4	0.5482	0.7404
No log	4.96	372	0.5109	0.4156	0.5109	0.7148
No log	4.9867	374	0.5053	0.4304	0.5053	0.7109
No log	5.0133	376	0.5047	0.475	0.5047	0.7104
No log	5.04	378	0.5112	0.5385	0.5112	0.7150
No log	5.0667	380	0.5489	0.4	0.5489	0.7409
No log	5.0933	382	0.5692	0.4	0.5692	0.7545
No log	5.12	384	0.5147	0.475	0.5147	0.7174
No log	5.1467	386	0.4892	0.5500	0.4892	0.6994
No log	5.1733	388	0.4948	0.3846	0.4948	0.7034
No log	5.2	390	0.5075	0.2895	0.5075	0.7124
No log	5.2267	392	0.4877	0.3377	0.4877	0.6983
No log	5.2533	394	0.4612	0.5500	0.4612	0.6791
No log	5.28	396	0.4847	0.4658	0.4847	0.6962
No log	5.3067	398	0.4921	0.3810	0.4921	0.7015
No log	5.3333	400	0.4773	0.3810	0.4773	0.6909
No log	5.36	402	0.4532	0.5217	0.4532	0.6732
No log	5.3867	404	0.4859	0.4	0.4859	0.6971
No log	5.4133	406	0.5144	0.3333	0.5144	0.7172
No log	5.44	408	0.4931	0.3514	0.4931	0.7022
No log	5.4667	410	0.4757	0.48	0.4757	0.6897
No log	5.4933	412	0.5397	0.4	0.5397	0.7347
No log	5.52	414	0.5722	0.4156	0.5722	0.7564
No log	5.5467	416	0.5333	0.4706	0.5333	0.7303
No log	5.5733	418	0.5081	0.4615	0.5081	0.7128
No log	5.6	420	0.4847	0.4578	0.4847	0.6962
No log	5.6267	422	0.4862	0.4615	0.4862	0.6972
No log	5.6533	424	0.4825	0.3836	0.4825	0.6946
No log	5.68	426	0.4832	0.3793	0.4832	0.6951
No log	5.7067	428	0.5115	0.4	0.5115	0.7152
No log	5.7333	430	0.5021	0.4	0.5021	0.7086
No log	5.76	432	0.4767	0.3793	0.4767	0.6905
No log	5.7867	434	0.4602	0.3793	0.4602	0.6784
No log	5.8133	436	0.4568	0.2353	0.4568	0.6759
No log	5.84	438	0.4618	0.1818	0.4618	0.6796
No log	5.8667	440	0.4739	0.2759	0.4739	0.6884
No log	5.8933	442	0.4540	0.25	0.4540	0.6738
No log	5.92	444	0.4445	0.25	0.4445	0.6667
No log	5.9467	446	0.4471	0.4194	0.4471	0.6687
No log	5.9733	448	0.4702	0.3793	0.4702	0.6857
No log	6.0	450	0.4593	0.3810	0.4593	0.6777
No log	6.0267	452	0.4447	0.4	0.4447	0.6669
No log	6.0533	454	0.4541	0.3662	0.4541	0.6739
No log	6.08	456	0.4576	0.3662	0.4576	0.6765
No log	6.1067	458	0.4608	0.3662	0.4608	0.6788
No log	6.1333	460	0.4606	0.4857	0.4606	0.6787
No log	6.16	462	0.4609	0.4375	0.4609	0.6789
No log	6.1867	464	0.4553	0.2000	0.4553	0.6748
No log	6.2133	466	0.4522	0.2759	0.4522	0.6725
No log	6.24	468	0.4462	0.5	0.4462	0.6680
No log	6.2667	470	0.4407	0.4590	0.4407	0.6638
No log	6.2933	472	0.4346	0.4590	0.4346	0.6592
No log	6.32	474	0.4297	0.4590	0.4297	0.6555
No log	6.3467	476	0.4328	0.4194	0.4328	0.6579
No log	6.3733	478	0.4558	0.4194	0.4558	0.6751
No log	6.4	480	0.5034	0.3438	0.5034	0.7095
No log	6.4267	482	0.5839	0.4179	0.5839	0.7641
No log	6.4533	484	0.7026	0.4179	0.7026	0.8382
No log	6.48	486	0.7687	0.3704	0.7687	0.8767
No log	6.5067	488	0.7387	0.4179	0.7387	0.8595
No log	6.5333	490	0.6589	0.4167	0.6589	0.8117
No log	6.5600	492	0.5562	0.4	0.5562	0.7458
No log	6.5867	494	0.4847	0.4	0.4847	0.6962
No log	6.6133	496	0.4890	0.4935	0.4890	0.6993
No log	6.64	498	0.5051	0.4935	0.5051	0.7107
0.2858	6.6667	500	0.5045	0.4935	0.5045	0.7103
0.2858	6.6933	502	0.4943	0.3824	0.4943	0.7031
0.2858	6.72	504	0.4989	0.3333	0.4989	0.7063
0.2858	6.7467	506	0.5337	0.4	0.5337	0.7306
0.2858	6.7733	508	0.5641	0.4000	0.5641	0.7511
0.2858	6.8	510	0.5621	0.4000	0.5621	0.7497
0.2858	6.8267	512	0.5321	0.2500	0.5321	0.7295
0.2858	6.8533	514	0.5072	0.4	0.5072	0.7122
0.2858	6.88	516	0.5030	0.3544	0.5030	0.7092
0.2858	6.9067	518	0.5096	0.3544	0.5096	0.7139
0.2858	6.9333	520	0.5183	0.3544	0.5183	0.7200
0.2858	6.96	522	0.5399	0.3704	0.5399	0.7348
0.2858	6.9867	524	0.5613	0.4286	0.5613	0.7492
0.2858	7.0133	526	0.5607	0.4286	0.5607	0.7488
0.2858	7.04	528	0.5414	0.3415	0.5414	0.7358
0.2858	7.0667	530	0.5241	0.3250	0.5241	0.7239
0.2858	7.0933	532	0.5216	0.3704	0.5216	0.7222
0.2858	7.12	534	0.5230	0.4286	0.5230	0.7232
0.2858	7.1467	536	0.5276	0.4304	0.5276	0.7264
0.2858	7.1733	538	0.5218	0.4304	0.5218	0.7224
0.2858	7.2	540	0.5115	0.4304	0.5115	0.7152
0.2858	7.2267	542	0.4953	0.4474	0.4953	0.7038
0.2858	7.2533	544	0.4823	0.3514	0.4823	0.6945
0.2858	7.28	546	0.4847	0.3514	0.4847	0.6962
0.2858	7.3067	548	0.4904	0.2609	0.4904	0.7003
0.2858	7.3333	550	0.4925	0.2286	0.4925	0.7018
0.2858	7.36	552	0.4915	0.2609	0.4915	0.7011
0.2858	7.3867	554	0.4922	0.2286	0.4922	0.7016
0.2858	7.4133	556	0.4927	0.3514	0.4927	0.7019
0.2858	7.44	558	0.4965	0.3544	0.4965	0.7047
0.2858	7.4667	560	0.5072	0.3846	0.5072	0.7122
0.2858	7.4933	562	0.5208	0.3846	0.5208	0.7216
0.2858	7.52	564	0.5316	0.3846	0.5316	0.7291
0.2858	7.5467	566	0.5329	0.3846	0.5329	0.7300
0.2858	7.5733	568	0.5287	0.3846	0.5287	0.7271
0.2858	7.6	570	0.5182	0.3250	0.5182	0.7198
0.2858	7.6267	572	0.5111	0.4444	0.5111	0.7149
0.2858	7.6533	574	0.5047	0.3250	0.5047	0.7104
0.2858	7.68	576	0.5023	0.3846	0.5023	0.7088
0.2858	7.7067	578	0.5017	0.3846	0.5017	0.7083
0.2858	7.7333	580	0.4939	0.3014	0.4939	0.7028
0.2858	7.76	582	0.4910	0.2609	0.4911	0.7007
0.2858	7.7867	584	0.4878	0.2609	0.4878	0.6984
0.2858	7.8133	586	0.4863	0.2286	0.4863	0.6974
0.2858	7.84	588	0.4856	0.2286	0.4856	0.6968
0.2858	7.8667	590	0.4863	0.2609	0.4863	0.6974
0.2858	7.8933	592	0.4896	0.3544	0.4896	0.6997
0.2858	7.92	594	0.4922	0.3846	0.4922	0.7016
0.2858	7.9467	596	0.4914	0.3544	0.4914	0.7010
0.2858	7.9733	598	0.4872	0.2703	0.4872	0.6980
0.2858	8.0	600	0.4857	0.2703	0.4857	0.6969
0.2858	8.0267	602	0.4843	0.2703	0.4843	0.6959
0.2858	8.0533	604	0.4838	0.2609	0.4838	0.6955
0.2858	8.08	606	0.4895	0.2286	0.4895	0.6996
0.2858	8.1067	608	0.4971	0.3607	0.4971	0.7051
0.2858	8.1333	610	0.4963	0.3636	0.4963	0.7045
0.2858	8.16	612	0.4907	0.3636	0.4907	0.7005
0.2858	8.1867	614	0.4870	0.25	0.4870	0.6978
0.2858	8.2133	616	0.4834	0.2609	0.4834	0.6953
0.2858	8.24	618	0.4859	0.2703	0.4859	0.6971
0.2858	8.2667	620	0.4883	0.2703	0.4883	0.6988
0.2858	8.2933	622	0.4928	0.3544	0.4928	0.7020
0.2858	8.32	624	0.4954	0.3544	0.4954	0.7039
0.2858	8.3467	626	0.4937	0.3544	0.4937	0.7026
0.2858	8.3733	628	0.4897	0.2703	0.4897	0.6998
0.2858	8.4	630	0.4887	0.2609	0.4887	0.6991
0.2858	8.4267	632	0.4876	0.2609	0.4876	0.6983
0.2858	8.4533	634	0.4855	0.2609	0.4855	0.6968
0.2858	8.48	636	0.4860	0.2609	0.4860	0.6971
0.2858	8.5067	638	0.4888	0.3662	0.4888	0.6992
0.2858	8.5333	640	0.4914	0.3662	0.4914	0.7010
0.2858	8.56	642	0.4907	0.3662	0.4907	0.7005
0.2858	8.5867	644	0.4898	0.2286	0.4898	0.6999
0.2858	8.6133	646	0.4901	0.2609	0.4901	0.7001
0.2858	8.64	648	0.4912	0.2609	0.4912	0.7009
0.2858	8.6667	650	0.4942	0.2941	0.4942	0.7030
0.2858	8.6933	652	0.5031	0.3846	0.5031	0.7093
0.2858	8.72	654	0.5177	0.3377	0.5177	0.7195
0.2858	8.7467	656	0.5285	0.4474	0.5285	0.7270
0.2858	8.7733	658	0.5283	0.4474	0.5283	0.7269
0.2858	8.8	660	0.5230	0.3377	0.5230	0.7232
0.2858	8.8267	662	0.5121	0.3377	0.5121	0.7156
0.2858	8.8533	664	0.5003	0.2941	0.5003	0.7073
0.2858	8.88	666	0.4965	0.25	0.4965	0.7046
0.2858	8.9067	668	0.4963	0.25	0.4963	0.7045
0.2858	8.9333	670	0.5042	0.2000	0.5042	0.7101
0.2858	8.96	672	0.5136	0.4375	0.5136	0.7166
0.2858	8.9867	674	0.5210	0.4407	0.5210	0.7218
0.2858	9.0133	676	0.5220	0.4407	0.5220	0.7225
0.2858	9.04	678	0.5181	0.2759	0.5181	0.7198
0.2858	9.0667	680	0.5143	0.2857	0.5143	0.7172
0.2858	9.0933	682	0.5090	0.2727	0.5090	0.7134
0.2858	9.12	684	0.5084	0.25	0.5084	0.7130
0.2858	9.1467	686	0.5098	0.25	0.5098	0.7140
0.2858	9.1733	688	0.5124	0.2727	0.5124	0.7158
0.2858	9.2	690	0.5103	0.25	0.5103	0.7143
0.2858	9.2267	692	0.5085	0.25	0.5085	0.7131
0.2858	9.2533	694	0.5087	0.25	0.5087	0.7132
0.2858	9.28	696	0.5098	0.25	0.5098	0.7140
0.2858	9.3067	698	0.5104	0.25	0.5104	0.7145
0.2858	9.3333	700	0.5116	0.25	0.5116	0.7152
0.2858	9.36	702	0.5129	0.25	0.5129	0.7162
0.2858	9.3867	704	0.5159	0.2154	0.5159	0.7182
0.2858	9.4133	706	0.5169	0.2154	0.5169	0.7189
0.2858	9.44	708	0.5194	0.2727	0.5194	0.7207
0.2858	9.4667	710	0.5201	0.2727	0.5201	0.7212
0.2858	9.4933	712	0.5194	0.2727	0.5194	0.7207
0.2858	9.52	714	0.5171	0.2727	0.5171	0.7191
0.2858	9.5467	716	0.5158	0.2727	0.5158	0.7182
0.2858	9.5733	718	0.5144	0.2727	0.5144	0.7172
0.2858	9.6	720	0.5145	0.2727	0.5145	0.7173
0.2858	9.6267	722	0.5146	0.2388	0.5146	0.7173
0.2858	9.6533	724	0.5135	0.2727	0.5135	0.7166
0.2858	9.68	726	0.5117	0.2727	0.5117	0.7154
0.2858	9.7067	728	0.5106	0.2727	0.5106	0.7145
0.2858	9.7333	730	0.5099	0.2154	0.5099	0.7141
0.2858	9.76	732	0.5095	0.2154	0.5095	0.7138
0.2858	9.7867	734	0.5096	0.2727	0.5096	0.7139
0.2858	9.8133	736	0.5095	0.2727	0.5095	0.7138
0.2858	9.84	738	0.5094	0.2727	0.5094	0.7137
0.2858	9.8667	740	0.5085	0.2154	0.5085	0.7131
0.2858	9.8933	742	0.5078	0.2154	0.5078	0.7126
0.2858	9.92	744	0.5074	0.2154	0.5074	0.7123
0.2858	9.9467	746	0.5071	0.2154	0.5071	0.7121
0.2858	9.9733	748	0.5070	0.2154	0.5070	0.7121
0.2858	10.0	750	0.5070	0.2154	0.5070	0.7121

Framework versions

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