ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k3_task7_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: 0.4247
• Qwk: 0.6060
• Mse: 0.4247
• Rmse: 0.6517

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.2	2	2.6123	-0.1213	2.6123	1.6162
No log	0.4	4	1.2733	0.0495	1.2733	1.1284
No log	0.6	6	0.8888	0.0535	0.8888	0.9427
No log	0.8	8	0.8559	0.2328	0.8559	0.9251
No log	1.0	10	0.7017	0.2621	0.7017	0.8377
No log	1.2	12	0.6839	0.3169	0.6839	0.8270
No log	1.4	14	0.7108	0.2885	0.7108	0.8431
No log	1.6	16	0.6370	0.2063	0.6370	0.7981
No log	1.8	18	0.6868	0.3312	0.6868	0.8287
No log	2.0	20	0.6771	0.3312	0.6771	0.8228
No log	2.2	22	0.6451	0.2471	0.6451	0.8032
No log	2.4	24	0.6144	0.1327	0.6144	0.7838
No log	2.6	26	0.7481	0.3090	0.7481	0.8649
No log	2.8	28	0.7556	0.3051	0.7556	0.8693
No log	3.0	30	0.6302	0.3060	0.6302	0.7938
No log	3.2	32	0.5401	0.4420	0.5401	0.7349
No log	3.4	34	0.5822	0.4997	0.5822	0.7630
No log	3.6	36	0.5125	0.4468	0.5125	0.7159
No log	3.8	38	0.5040	0.4061	0.5040	0.7100
No log	4.0	40	0.4915	0.4561	0.4915	0.7011
No log	4.2	42	0.4976	0.5228	0.4976	0.7054
No log	4.4	44	0.4834	0.5386	0.4834	0.6953
No log	4.6	46	0.4585	0.5617	0.4585	0.6771
No log	4.8	48	0.4640	0.5918	0.4640	0.6812
No log	5.0	50	0.4477	0.6305	0.4477	0.6691
No log	5.2	52	0.4755	0.5779	0.4755	0.6896
No log	5.4	54	0.4756	0.5513	0.4756	0.6896
No log	5.6	56	0.4098	0.6601	0.4098	0.6401
No log	5.8	58	0.4967	0.5460	0.4967	0.7047
No log	6.0	60	0.6808	0.5670	0.6808	0.8251
No log	6.2	62	0.4878	0.5687	0.4878	0.6984
No log	6.4	64	0.4226	0.6446	0.4226	0.6501
No log	6.6	66	0.4205	0.6849	0.4205	0.6484
No log	6.8	68	0.7067	0.4867	0.7067	0.8407
No log	7.0	70	1.0648	0.3424	1.0648	1.0319
No log	7.2	72	1.0913	0.3303	1.0913	1.0446
No log	7.4	74	0.6416	0.5047	0.6416	0.8010
No log	7.6	76	0.3946	0.6977	0.3946	0.6281
No log	7.8	78	0.4495	0.6787	0.4495	0.6704
No log	8.0	80	0.3844	0.6847	0.3844	0.6200
No log	8.2	82	0.6298	0.5818	0.6298	0.7936
No log	8.4	84	0.9881	0.3676	0.9881	0.9940
No log	8.6	86	0.8813	0.4956	0.8813	0.9388
No log	8.8	88	0.5772	0.5862	0.5772	0.7598
No log	9.0	90	0.4577	0.5633	0.4577	0.6765
No log	9.2	92	0.4357	0.5114	0.4357	0.6601
No log	9.4	94	0.4416	0.4768	0.4416	0.6645
No log	9.6	96	0.4613	0.5577	0.4613	0.6792
No log	9.8	98	0.4993	0.5308	0.4993	0.7066
No log	10.0	100	0.6313	0.5570	0.6313	0.7945
No log	10.2	102	0.8272	0.4851	0.8272	0.9095
No log	10.4	104	0.6270	0.5259	0.6270	0.7918
No log	10.6	106	0.4443	0.6197	0.4443	0.6665
No log	10.8	108	0.5147	0.5836	0.5147	0.7174
No log	11.0	110	0.4671	0.5569	0.4671	0.6834
No log	11.2	112	0.4334	0.6201	0.4334	0.6583
No log	11.4	114	0.5506	0.5659	0.5506	0.7420
No log	11.6	116	0.5160	0.5673	0.5160	0.7183
No log	11.8	118	0.5109	0.5445	0.5109	0.7148
No log	12.0	120	0.4533	0.5983	0.4533	0.6733
No log	12.2	122	0.4401	0.6739	0.4401	0.6634
No log	12.4	124	0.4393	0.6301	0.4393	0.6628
No log	12.6	126	0.4537	0.6434	0.4537	0.6735
No log	12.8	128	0.4367	0.6292	0.4367	0.6608
No log	13.0	130	0.4492	0.6058	0.4492	0.6702
No log	13.2	132	0.4336	0.6716	0.4336	0.6585
No log	13.4	134	0.4517	0.6141	0.4517	0.6721
No log	13.6	136	0.5515	0.5595	0.5515	0.7426
No log	13.8	138	0.4923	0.5393	0.4923	0.7017
No log	14.0	140	0.4775	0.5922	0.4775	0.6910
No log	14.2	142	0.5271	0.5678	0.5271	0.7260
No log	14.4	144	0.4492	0.6248	0.4492	0.6702
No log	14.6	146	0.4157	0.6530	0.4157	0.6448
No log	14.8	148	0.4866	0.6135	0.4866	0.6975
No log	15.0	150	0.4415	0.6612	0.4415	0.6645
No log	15.2	152	0.4212	0.6672	0.4212	0.6490
No log	15.4	154	0.4367	0.6349	0.4367	0.6608
No log	15.6	156	0.4796	0.5836	0.4796	0.6925
No log	15.8	158	0.4287	0.6526	0.4287	0.6547
No log	16.0	160	0.4170	0.6530	0.4170	0.6458
No log	16.2	162	0.4350	0.6101	0.4350	0.6595
No log	16.4	164	0.4095	0.6530	0.4095	0.6399
No log	16.6	166	0.4553	0.6041	0.4553	0.6747
No log	16.8	168	0.5671	0.5153	0.5671	0.7531
No log	17.0	170	0.5667	0.5153	0.5667	0.7528
No log	17.2	172	0.4758	0.5735	0.4758	0.6898
No log	17.4	174	0.4099	0.6503	0.4099	0.6402
No log	17.6	176	0.4244	0.6359	0.4244	0.6515
No log	17.8	178	0.4274	0.6371	0.4274	0.6538
No log	18.0	180	0.4227	0.5970	0.4227	0.6501
No log	18.2	182	0.4182	0.6125	0.4182	0.6467
No log	18.4	184	0.4126	0.5750	0.4126	0.6423
No log	18.6	186	0.4144	0.5633	0.4144	0.6437
No log	18.8	188	0.4053	0.5379	0.4053	0.6366
No log	19.0	190	0.4012	0.5986	0.4012	0.6334
No log	19.2	192	0.4157	0.6505	0.4157	0.6447
No log	19.4	194	0.4065	0.6632	0.4065	0.6376
No log	19.6	196	0.4275	0.6143	0.4275	0.6538
No log	19.8	198	0.4807	0.6206	0.4807	0.6933
No log	20.0	200	0.5635	0.5678	0.5635	0.7507
No log	20.2	202	0.5110	0.6023	0.5110	0.7148
No log	20.4	204	0.4277	0.5672	0.4277	0.6540
No log	20.6	206	0.4512	0.6388	0.4512	0.6717
No log	20.8	208	0.5361	0.5045	0.5361	0.7322
No log	21.0	210	0.5109	0.5681	0.5109	0.7148
No log	21.2	212	0.4485	0.4729	0.4485	0.6697
No log	21.4	214	0.4308	0.5267	0.4308	0.6564
No log	21.6	216	0.4406	0.5361	0.4406	0.6638
No log	21.8	218	0.4455	0.5687	0.4455	0.6675
No log	22.0	220	0.4301	0.6286	0.4301	0.6558
No log	22.2	222	0.4326	0.6028	0.4326	0.6578
No log	22.4	224	0.4344	0.5910	0.4344	0.6591
No log	22.6	226	0.4205	0.5983	0.4205	0.6485
No log	22.8	228	0.4126	0.5961	0.4126	0.6423
No log	23.0	230	0.4103	0.5765	0.4103	0.6405
No log	23.2	232	0.4149	0.5869	0.4149	0.6442
No log	23.4	234	0.3941	0.5765	0.3941	0.6277
No log	23.6	236	0.3982	0.6877	0.3982	0.6310
No log	23.8	238	0.4331	0.6853	0.4331	0.6581
No log	24.0	240	0.4523	0.6853	0.4523	0.6726
No log	24.2	242	0.4764	0.6748	0.4764	0.6902
No log	24.4	244	0.4204	0.6757	0.4204	0.6484
No log	24.6	246	0.3683	0.7238	0.3683	0.6069
No log	24.8	248	0.3926	0.6061	0.3926	0.6266
No log	25.0	250	0.4234	0.5975	0.4234	0.6507
No log	25.2	252	0.3865	0.5869	0.3865	0.6217
No log	25.4	254	0.3521	0.7487	0.3521	0.5934
No log	25.6	256	0.3786	0.7054	0.3786	0.6153
No log	25.8	258	0.4682	0.6488	0.4682	0.6842
No log	26.0	260	0.4429	0.6305	0.4429	0.6655
No log	26.2	262	0.3889	0.6797	0.3889	0.6236
No log	26.4	264	0.3519	0.6935	0.3519	0.5932
No log	26.6	266	0.4027	0.5672	0.4027	0.6346
No log	26.8	268	0.4599	0.5897	0.4599	0.6782
No log	27.0	270	0.4509	0.5897	0.4509	0.6715
No log	27.2	272	0.3918	0.6047	0.3918	0.6259
No log	27.4	274	0.3702	0.7108	0.3702	0.6085
No log	27.6	276	0.3903	0.6418	0.3903	0.6247
No log	27.8	278	0.3930	0.6406	0.3930	0.6269
No log	28.0	280	0.3790	0.6724	0.3790	0.6156
No log	28.2	282	0.3925	0.6114	0.3925	0.6265
No log	28.4	284	0.4198	0.6442	0.4198	0.6479
No log	28.6	286	0.4059	0.6442	0.4059	0.6371
No log	28.8	288	0.3754	0.7898	0.3754	0.6127
No log	29.0	290	0.3777	0.7149	0.3777	0.6146
No log	29.2	292	0.3921	0.6606	0.3921	0.6262
No log	29.4	294	0.3933	0.6606	0.3933	0.6272
No log	29.6	296	0.3814	0.7238	0.3814	0.6176
No log	29.8	298	0.3717	0.7022	0.3717	0.6097
No log	30.0	300	0.4021	0.6427	0.4021	0.6341
No log	30.2	302	0.4487	0.6439	0.4487	0.6699
No log	30.4	304	0.4384	0.6439	0.4384	0.6621
No log	30.6	306	0.3995	0.6389	0.3995	0.6321
No log	30.8	308	0.3919	0.6452	0.3919	0.6261
No log	31.0	310	0.4062	0.6620	0.4062	0.6373
No log	31.2	312	0.4266	0.6786	0.4266	0.6532
No log	31.4	314	0.4357	0.6601	0.4357	0.6601
No log	31.6	316	0.4268	0.6252	0.4268	0.6533
No log	31.8	318	0.4060	0.6467	0.4060	0.6372
No log	32.0	320	0.4191	0.6438	0.4191	0.6473
No log	32.2	322	0.4215	0.6505	0.4215	0.6493
No log	32.4	324	0.4177	0.6580	0.4177	0.6463
No log	32.6	326	0.4143	0.6560	0.4143	0.6437
No log	32.8	328	0.4162	0.7409	0.4162	0.6451
No log	33.0	330	0.4061	0.7565	0.4061	0.6372
No log	33.2	332	0.3933	0.7548	0.3933	0.6272
No log	33.4	334	0.3873	0.7175	0.3873	0.6223
No log	33.6	336	0.3901	0.6928	0.3901	0.6245
No log	33.8	338	0.3843	0.7264	0.3843	0.6200
No log	34.0	340	0.3953	0.7131	0.3953	0.6287
No log	34.2	342	0.4211	0.6685	0.4211	0.6489
No log	34.4	344	0.4108	0.6337	0.4108	0.6410
No log	34.6	346	0.3821	0.7199	0.3821	0.6181
No log	34.8	348	0.3956	0.6783	0.3956	0.6290
No log	35.0	350	0.4251	0.6248	0.4251	0.6520
No log	35.2	352	0.4346	0.6526	0.4346	0.6592
No log	35.4	354	0.4270	0.6966	0.4270	0.6535
No log	35.6	356	0.4247	0.6888	0.4247	0.6517
No log	35.8	358	0.4336	0.7239	0.4336	0.6585
No log	36.0	360	0.4257	0.7239	0.4257	0.6525
No log	36.2	362	0.4096	0.6561	0.4096	0.6400
No log	36.4	364	0.4062	0.6641	0.4062	0.6374
No log	36.6	366	0.4038	0.6458	0.4038	0.6355
No log	36.8	368	0.4145	0.6326	0.4145	0.6438
No log	37.0	370	0.4215	0.5955	0.4215	0.6492
No log	37.2	372	0.4115	0.6060	0.4115	0.6415
No log	37.4	374	0.3999	0.5503	0.3999	0.6324
No log	37.6	376	0.3961	0.5986	0.3961	0.6293
No log	37.8	378	0.4066	0.6716	0.4066	0.6376
No log	38.0	380	0.4381	0.6926	0.4381	0.6619
No log	38.2	382	0.4403	0.6839	0.4403	0.6635
No log	38.4	384	0.4131	0.6956	0.4131	0.6427
No log	38.6	386	0.3977	0.6620	0.3977	0.6306
No log	38.8	388	0.3925	0.6566	0.3925	0.6265
No log	39.0	390	0.4053	0.6389	0.4053	0.6366
No log	39.2	392	0.4063	0.6114	0.4063	0.6374
No log	39.4	394	0.3938	0.6389	0.3938	0.6275
No log	39.6	396	0.3835	0.6269	0.3835	0.6193
No log	39.8	398	0.3806	0.6269	0.3806	0.6170
No log	40.0	400	0.3844	0.6269	0.3844	0.6200
No log	40.2	402	0.3900	0.6566	0.3900	0.6245
No log	40.4	404	0.3958	0.6364	0.3958	0.6291
No log	40.6	406	0.4043	0.6712	0.4043	0.6358
No log	40.8	408	0.4283	0.7180	0.4283	0.6544
No log	41.0	410	0.4316	0.7180	0.4316	0.6570
No log	41.2	412	0.4144	0.7281	0.4144	0.6437
No log	41.4	414	0.4059	0.6460	0.4059	0.6371
No log	41.6	416	0.4188	0.6096	0.4188	0.6472
No log	41.8	418	0.4404	0.6041	0.4404	0.6636
No log	42.0	420	0.4369	0.6041	0.4369	0.6610
No log	42.2	422	0.4194	0.5907	0.4194	0.6476
No log	42.4	424	0.3990	0.6292	0.3990	0.6316
No log	42.6	426	0.3969	0.7266	0.3969	0.6300
No log	42.8	428	0.4144	0.7064	0.4144	0.6438
No log	43.0	430	0.4318	0.6423	0.4318	0.6572
No log	43.2	432	0.4295	0.6509	0.4295	0.6554
No log	43.4	434	0.4178	0.6458	0.4178	0.6463
No log	43.6	436	0.4282	0.5993	0.4282	0.6544
No log	43.8	438	0.4516	0.6235	0.4516	0.6720
No log	44.0	440	0.4548	0.6235	0.4548	0.6744
No log	44.2	442	0.4365	0.6040	0.4365	0.6607
No log	44.4	444	0.4160	0.6455	0.4160	0.6450
No log	44.6	446	0.4174	0.7180	0.4174	0.6460
No log	44.8	448	0.4303	0.6586	0.4303	0.6560
No log	45.0	450	0.4338	0.6497	0.4338	0.6586
No log	45.2	452	0.4165	0.6681	0.4165	0.6454
No log	45.4	454	0.3925	0.7470	0.3925	0.6265
No log	45.6	456	0.3850	0.7144	0.3850	0.6205
No log	45.8	458	0.3853	0.6648	0.3853	0.6207
No log	46.0	460	0.3872	0.7144	0.3872	0.6223
No log	46.2	462	0.3902	0.6935	0.3902	0.6246
No log	46.4	464	0.3958	0.6841	0.3958	0.6291
No log	46.6	466	0.4066	0.6566	0.4066	0.6376
No log	46.8	468	0.4226	0.6503	0.4226	0.6501
No log	47.0	470	0.4264	0.6589	0.4264	0.6530
No log	47.2	472	0.4090	0.6170	0.4090	0.6395
No log	47.4	474	0.4036	0.6242	0.4036	0.6353
No log	47.6	476	0.4180	0.6898	0.4180	0.6465
No log	47.8	478	0.4407	0.6495	0.4407	0.6638
No log	48.0	480	0.4598	0.6305	0.4598	0.6781
No log	48.2	482	0.4585	0.6296	0.4585	0.6771
No log	48.4	484	0.4387	0.6797	0.4387	0.6623
No log	48.6	486	0.4320	0.5912	0.4320	0.6573
No log	48.8	488	0.4268	0.5846	0.4268	0.6533
No log	49.0	490	0.4368	0.6182	0.4368	0.6609
No log	49.2	492	0.4374	0.6082	0.4374	0.6614
No log	49.4	494	0.4306	0.6301	0.4306	0.6562
No log	49.6	496	0.4273	0.5874	0.4273	0.6537
No log	49.8	498	0.4262	0.5874	0.4262	0.6528
0.2335	50.0	500	0.4239	0.5600	0.4239	0.6511
0.2335	50.2	502	0.4258	0.6154	0.4258	0.6526
0.2335	50.4	504	0.4326	0.6154	0.4326	0.6577
0.2335	50.6	506	0.4342	0.6170	0.4342	0.6589
0.2335	50.8	508	0.4426	0.6087	0.4426	0.6653
0.2335	51.0	510	0.4516	0.6087	0.4516	0.6720
0.2335	51.2	512	0.4483	0.5861	0.4483	0.6695
0.2335	51.4	514	0.4468	0.5731	0.4468	0.6684
0.2335	51.6	516	0.4414	0.5815	0.4414	0.6644
0.2335	51.8	518	0.4345	0.5815	0.4345	0.6592
0.2335	52.0	520	0.4255	0.6032	0.4255	0.6523
0.2335	52.2	522	0.4205	0.5930	0.4205	0.6485
0.2335	52.4	524	0.4171	0.5930	0.4171	0.6458
0.2335	52.6	526	0.4153	0.5930	0.4153	0.6445
0.2335	52.8	528	0.4160	0.6439	0.4160	0.6450
0.2335	53.0	530	0.4216	0.6908	0.4216	0.6493
0.2335	53.2	532	0.4295	0.6908	0.4295	0.6554
0.2335	53.4	534	0.4321	0.6716	0.4321	0.6573
0.2335	53.6	536	0.4293	0.6241	0.4293	0.6552
0.2335	53.8	538	0.4253	0.6046	0.4253	0.6521
0.2335	54.0	540	0.4268	0.6024	0.4268	0.6533
0.2335	54.2	542	0.4292	0.6024	0.4292	0.6551
0.2335	54.4	544	0.4309	0.6024	0.4309	0.6564
0.2335	54.6	546	0.4287	0.6024	0.4287	0.6548
0.2335	54.8	548	0.4273	0.6228	0.4273	0.6536
0.2335	55.0	550	0.4292	0.5912	0.4292	0.6551
0.2335	55.2	552	0.4387	0.6388	0.4387	0.6623
0.2335	55.4	554	0.4364	0.6507	0.4364	0.6606
0.2335	55.6	556	0.4208	0.6691	0.4208	0.6487
0.2335	55.8	558	0.4171	0.6643	0.4171	0.6459
0.2335	56.0	560	0.4262	0.6395	0.4262	0.6528
0.2335	56.2	562	0.4535	0.6414	0.4535	0.6734
0.2335	56.4	564	0.5184	0.5922	0.5184	0.7200
0.2335	56.6	566	0.5582	0.5678	0.5582	0.7471
0.2335	56.8	568	0.5480	0.6023	0.5480	0.7403
0.2335	57.0	570	0.5025	0.5619	0.5025	0.7089
0.2335	57.2	572	0.4570	0.5747	0.4570	0.6760
0.2335	57.4	574	0.4249	0.5556	0.4249	0.6518
0.2335	57.6	576	0.4117	0.5556	0.4117	0.6416
0.2335	57.8	578	0.4151	0.5800	0.4151	0.6443
0.2335	58.0	580	0.4215	0.6065	0.4215	0.6493
0.2335	58.2	582	0.4196	0.6100	0.4196	0.6478
0.2335	58.4	584	0.4172	0.5988	0.4172	0.6459
0.2335	58.6	586	0.4237	0.6279	0.4237	0.6509
0.2335	58.8	588	0.4294	0.6292	0.4294	0.6553
0.2335	59.0	590	0.4363	0.6282	0.4363	0.6605
0.2335	59.2	592	0.4335	0.6282	0.4335	0.6584
0.2335	59.4	594	0.4380	0.6282	0.4380	0.6618
0.2335	59.6	596	0.4397	0.5510	0.4397	0.6631
0.2335	59.8	598	0.4339	0.5591	0.4339	0.6587
0.2335	60.0	600	0.4263	0.5574	0.4263	0.6529
0.2335	60.2	602	0.4244	0.5324	0.4244	0.6515
0.2335	60.4	604	0.4219	0.5698	0.4219	0.6496
0.2335	60.6	606	0.4235	0.5734	0.4235	0.6508
0.2335	60.8	608	0.4280	0.5965	0.4280	0.6542
0.2335	61.0	610	0.4333	0.5988	0.4333	0.6583
0.2335	61.2	612	0.4399	0.6001	0.4399	0.6632
0.2335	61.4	614	0.4473	0.5939	0.4473	0.6688
0.2335	61.6	616	0.4496	0.5961	0.4496	0.6705
0.2335	61.8	618	0.4455	0.6014	0.4455	0.6675
0.2335	62.0	620	0.4403	0.6198	0.4403	0.6635
0.2335	62.2	622	0.4349	0.5798	0.4349	0.6595
0.2335	62.4	624	0.4318	0.6083	0.4318	0.6571
0.2335	62.6	626	0.4350	0.6530	0.4350	0.6595
0.2335	62.8	628	0.4461	0.6599	0.4461	0.6679
0.2335	63.0	630	0.4474	0.6767	0.4474	0.6689
0.2335	63.2	632	0.4497	0.6767	0.4497	0.6706
0.2335	63.4	634	0.4456	0.6767	0.4456	0.6675
0.2335	63.6	636	0.4323	0.6940	0.4323	0.6575
0.2335	63.8	638	0.4161	0.6530	0.4161	0.6451
0.2335	64.0	640	0.4124	0.6265	0.4124	0.6422
0.2335	64.2	642	0.4172	0.6351	0.4172	0.6459
0.2335	64.4	644	0.4219	0.6156	0.4219	0.6496
0.2335	64.6	646	0.4255	0.6156	0.4255	0.6523
0.2335	64.8	648	0.4280	0.6156	0.4280	0.6542
0.2335	65.0	650	0.4312	0.6156	0.4312	0.6567
0.2335	65.2	652	0.4372	0.6185	0.4372	0.6612
0.2335	65.4	654	0.4440	0.6298	0.4440	0.6664
0.2335	65.6	656	0.4446	0.6382	0.4446	0.6667
0.2335	65.8	658	0.4440	0.6382	0.4440	0.6663
0.2335	66.0	660	0.4422	0.6295	0.4422	0.6650
0.2335	66.2	662	0.4390	0.6286	0.4390	0.6626
0.2335	66.4	664	0.4358	0.6371	0.4358	0.6602
0.2335	66.6	666	0.4359	0.6364	0.4359	0.6603
0.2335	66.8	668	0.4366	0.6364	0.4366	0.6607
0.2335	67.0	670	0.4393	0.6364	0.4393	0.6628
0.2335	67.2	672	0.4363	0.5941	0.4363	0.6605
0.2335	67.4	674	0.4261	0.5941	0.4261	0.6528
0.2335	67.6	676	0.4198	0.6046	0.4198	0.6479
0.2335	67.8	678	0.4316	0.6887	0.4316	0.6570
0.2335	68.0	680	0.4586	0.6188	0.4586	0.6772
0.2335	68.2	682	0.4775	0.6392	0.4775	0.6910
0.2335	68.4	684	0.4826	0.6310	0.4826	0.6947
0.2335	68.6	686	0.4650	0.6757	0.4650	0.6819
0.2335	68.8	688	0.4457	0.6963	0.4457	0.6676
0.2335	69.0	690	0.4322	0.6252	0.4322	0.6574
0.2335	69.2	692	0.4222	0.6241	0.4222	0.6498
0.2335	69.4	694	0.4184	0.6241	0.4184	0.6468
0.2335	69.6	696	0.4140	0.6254	0.4140	0.6434
0.2335	69.8	698	0.4146	0.6455	0.4146	0.6439
0.2335	70.0	700	0.4184	0.6564	0.4184	0.6468
0.2335	70.2	702	0.4219	0.6564	0.4219	0.6495
0.2335	70.4	704	0.4194	0.6564	0.4194	0.6476
0.2335	70.6	706	0.4134	0.6364	0.4134	0.6429
0.2335	70.8	708	0.4061	0.6452	0.4061	0.6373
0.2335	71.0	710	0.4005	0.6455	0.4005	0.6328
0.2335	71.2	712	0.3988	0.6639	0.3988	0.6315
0.2335	71.4	714	0.3996	0.7075	0.3996	0.6321
0.2335	71.6	716	0.4023	0.7075	0.4023	0.6343
0.2335	71.8	718	0.4020	0.6616	0.4020	0.6340
0.2335	72.0	720	0.4009	0.6443	0.4009	0.6332
0.2335	72.2	722	0.4014	0.6455	0.4014	0.6336
0.2335	72.4	724	0.4052	0.6452	0.4052	0.6365
0.2335	72.6	726	0.4096	0.6255	0.4096	0.6400
0.2335	72.8	728	0.4122	0.6357	0.4122	0.6420
0.2335	73.0	730	0.4144	0.6357	0.4144	0.6438
0.2335	73.2	732	0.4203	0.6357	0.4203	0.6483
0.2335	73.4	734	0.4254	0.6389	0.4254	0.6522
0.2335	73.6	736	0.4238	0.6589	0.4238	0.6510
0.2335	73.8	738	0.4195	0.6678	0.4195	0.6477
0.2335	74.0	740	0.4158	0.6650	0.4158	0.6448
0.2335	74.2	742	0.4114	0.6650	0.4114	0.6414
0.2335	74.4	744	0.4140	0.6650	0.4140	0.6434
0.2335	74.6	746	0.4147	0.6650	0.4147	0.6440
0.2335	74.8	748	0.4136	0.6455	0.4136	0.6431
0.2335	75.0	750	0.4129	0.6455	0.4129	0.6426
0.2335	75.2	752	0.4139	0.6455	0.4139	0.6434
0.2335	75.4	754	0.4150	0.6455	0.4150	0.6442
0.2335	75.6	756	0.4163	0.6254	0.4163	0.6452
0.2335	75.8	758	0.4178	0.6046	0.4178	0.6464
0.2335	76.0	760	0.4208	0.6263	0.4208	0.6487
0.2335	76.2	762	0.4245	0.6263	0.4245	0.6515
0.2335	76.4	764	0.4253	0.6174	0.4253	0.6522
0.2335	76.6	766	0.4227	0.6145	0.4227	0.6502
0.2335	76.8	768	0.4184	0.6241	0.4184	0.6469
0.2335	77.0	770	0.4143	0.6228	0.4143	0.6436
0.2335	77.2	772	0.4138	0.6024	0.4138	0.6433
0.2335	77.4	774	0.4152	0.6024	0.4152	0.6444
0.2335	77.6	776	0.4180	0.6039	0.4180	0.6465
0.2335	77.8	778	0.4207	0.6039	0.4207	0.6486
0.2335	78.0	780	0.4220	0.5915	0.4220	0.6496
0.2335	78.2	782	0.4224	0.5556	0.4224	0.6499
0.2335	78.4	784	0.4246	0.5556	0.4246	0.6516
0.2335	78.6	786	0.4272	0.5556	0.4272	0.6536
0.2335	78.8	788	0.4308	0.5556	0.4308	0.6563
0.2335	79.0	790	0.4304	0.5915	0.4304	0.6561
0.2335	79.2	792	0.4286	0.5915	0.4286	0.6547
0.2335	79.4	794	0.4294	0.5815	0.4294	0.6553
0.2335	79.6	796	0.4304	0.5815	0.4304	0.6560
0.2335	79.8	798	0.4300	0.5846	0.4300	0.6557
0.2335	80.0	800	0.4295	0.5846	0.4295	0.6553
0.2335	80.2	802	0.4304	0.5846	0.4304	0.6560
0.2335	80.4	804	0.4302	0.6046	0.4302	0.6559
0.2335	80.6	806	0.4292	0.6046	0.4292	0.6552
0.2335	80.8	808	0.4277	0.6046	0.4277	0.6540
0.2335	81.0	810	0.4260	0.6046	0.4260	0.6527
0.2335	81.2	812	0.4228	0.6024	0.4228	0.6503
0.2335	81.4	814	0.4186	0.6024	0.4186	0.6470
0.2335	81.6	816	0.4143	0.6024	0.4143	0.6436
0.2335	81.8	818	0.4120	0.6228	0.4120	0.6419
0.2335	82.0	820	0.4111	0.6724	0.4111	0.6412
0.2335	82.2	822	0.4122	0.6724	0.4122	0.6420
0.2335	82.4	824	0.4134	0.6228	0.4134	0.6430
0.2335	82.6	826	0.4148	0.6024	0.4148	0.6441
0.2335	82.8	828	0.4163	0.6024	0.4163	0.6452
0.2335	83.0	830	0.4178	0.6024	0.4178	0.6464
0.2335	83.2	832	0.4187	0.5815	0.4187	0.6471
0.2335	83.4	834	0.4198	0.5815	0.4198	0.6479
0.2335	83.6	836	0.4207	0.5815	0.4207	0.6486
0.2335	83.8	838	0.4218	0.5815	0.4218	0.6495
0.2335	84.0	840	0.4231	0.5846	0.4231	0.6505
0.2335	84.2	842	0.4238	0.5846	0.4238	0.6510
0.2335	84.4	844	0.4235	0.5846	0.4235	0.6508
0.2335	84.6	846	0.4228	0.5846	0.4228	0.6502
0.2335	84.8	848	0.4222	0.5846	0.4222	0.6498
0.2335	85.0	850	0.4221	0.5846	0.4221	0.6497
0.2335	85.2	852	0.4224	0.5846	0.4224	0.6499
0.2335	85.4	854	0.4221	0.5846	0.4221	0.6497
0.2335	85.6	856	0.4219	0.5846	0.4219	0.6495
0.2335	85.8	858	0.4217	0.5846	0.4217	0.6494
0.2335	86.0	860	0.4217	0.5846	0.4217	0.6494
0.2335	86.2	862	0.4221	0.5846	0.4221	0.6497
0.2335	86.4	864	0.4225	0.5846	0.4225	0.6500
0.2335	86.6	866	0.4235	0.5846	0.4235	0.6507
0.2335	86.8	868	0.4253	0.5846	0.4253	0.6521
0.2335	87.0	870	0.4263	0.5846	0.4263	0.6529
0.2335	87.2	872	0.4271	0.5846	0.4271	0.6536
0.2335	87.4	874	0.4279	0.5846	0.4279	0.6542
0.2335	87.6	876	0.4287	0.5846	0.4287	0.6547
0.2335	87.8	878	0.4283	0.5846	0.4283	0.6545
0.2335	88.0	880	0.4276	0.5846	0.4276	0.6539
0.2335	88.2	882	0.4272	0.5846	0.4272	0.6536
0.2335	88.4	884	0.4271	0.5846	0.4271	0.6535
0.2335	88.6	886	0.4274	0.5846	0.4274	0.6538
0.2335	88.8	888	0.4273	0.6060	0.4273	0.6537
0.2335	89.0	890	0.4279	0.6265	0.4279	0.6542
0.2335	89.2	892	0.4292	0.6275	0.4292	0.6551
0.2335	89.4	894	0.4296	0.6275	0.4296	0.6554
0.2335	89.6	896	0.4294	0.6275	0.4294	0.6553
0.2335	89.8	898	0.4288	0.6267	0.4288	0.6548
0.2335	90.0	900	0.4289	0.6267	0.4289	0.6549
0.2335	90.2	902	0.4292	0.6267	0.4292	0.6552
0.2335	90.4	904	0.4299	0.6267	0.4299	0.6557
0.2335	90.6	906	0.4308	0.6267	0.4308	0.6564
0.2335	90.8	908	0.4311	0.6267	0.4311	0.6566
0.2335	91.0	910	0.4304	0.6267	0.4304	0.6561
0.2335	91.2	912	0.4298	0.6060	0.4298	0.6556
0.2335	91.4	914	0.4287	0.6060	0.4287	0.6548
0.2335	91.6	916	0.4277	0.6060	0.4277	0.6540
0.2335	91.8	918	0.4269	0.6060	0.4269	0.6534
0.2335	92.0	920	0.4259	0.6060	0.4259	0.6526
0.2335	92.2	922	0.4256	0.6060	0.4256	0.6523
0.2335	92.4	924	0.4255	0.6060	0.4255	0.6523
0.2335	92.6	926	0.4256	0.6039	0.4256	0.6524
0.2335	92.8	928	0.4257	0.6140	0.4257	0.6524
0.2335	93.0	930	0.4257	0.6140	0.4257	0.6525
0.2335	93.2	932	0.4259	0.6140	0.4259	0.6526
0.2335	93.4	934	0.4260	0.6140	0.4260	0.6527
0.2335	93.6	936	0.4254	0.6060	0.4254	0.6523
0.2335	93.8	938	0.4249	0.6060	0.4249	0.6519
0.2335	94.0	940	0.4243	0.6060	0.4243	0.6514
0.2335	94.2	942	0.4239	0.6060	0.4239	0.6511
0.2335	94.4	944	0.4237	0.6060	0.4237	0.6509
0.2335	94.6	946	0.4235	0.6060	0.4235	0.6508
0.2335	94.8	948	0.4233	0.6060	0.4233	0.6506
0.2335	95.0	950	0.4230	0.6060	0.4230	0.6504
0.2335	95.2	952	0.4228	0.6060	0.4228	0.6502
0.2335	95.4	954	0.4225	0.5846	0.4225	0.6500
0.2335	95.6	956	0.4225	0.5846	0.4225	0.6500
0.2335	95.8	958	0.4226	0.5846	0.4226	0.6501
0.2335	96.0	960	0.4229	0.5846	0.4229	0.6503
0.2335	96.2	962	0.4235	0.5846	0.4235	0.6508
0.2335	96.4	964	0.4240	0.5941	0.4240	0.6512
0.2335	96.6	966	0.4245	0.6156	0.4245	0.6515
0.2335	96.8	968	0.4250	0.6156	0.4250	0.6519
0.2335	97.0	970	0.4253	0.6156	0.4253	0.6522
0.2335	97.2	972	0.4253	0.6156	0.4253	0.6521
0.2335	97.4	974	0.4253	0.6156	0.4253	0.6521
0.2335	97.6	976	0.4253	0.6156	0.4253	0.6522
0.2335	97.8	978	0.4254	0.6156	0.4254	0.6522
0.2335	98.0	980	0.4254	0.6156	0.4254	0.6523
0.2335	98.2	982	0.4253	0.6156	0.4253	0.6521
0.2335	98.4	984	0.4251	0.6156	0.4251	0.6520
0.2335	98.6	986	0.4250	0.6156	0.4250	0.6519
0.2335	98.8	988	0.4249	0.6156	0.4249	0.6519
0.2335	99.0	990	0.4248	0.6156	0.4248	0.6518
0.2335	99.2	992	0.4247	0.6060	0.4247	0.6517
0.2335	99.4	994	0.4247	0.6060	0.4247	0.6517
0.2335	99.6	996	0.4247	0.6060	0.4247	0.6517
0.2335	99.8	998	0.4247	0.6060	0.4247	0.6517
0.0404	100.0	1000	0.4247	0.6060	0.4247	0.6517

Framework versions

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