ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k17_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: 0.7380
• Qwk: 0.4943
• Mse: 0.7380
• Rmse: 0.8591

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	0.0211	2	4.2276	-0.0119	4.2276	2.0561
No log	0.0421	4	2.3900	0.0457	2.3900	1.5460
No log	0.0632	6	1.1584	0.0874	1.1584	1.0763
No log	0.0842	8	0.7887	-0.0097	0.7887	0.8881
No log	0.1053	10	0.8100	-0.0434	0.8100	0.9000
No log	0.1263	12	0.8358	-0.0040	0.8358	0.9142
No log	0.1474	14	0.8639	0.0884	0.8639	0.9294
No log	0.1684	16	0.8784	0.1039	0.8784	0.9372
No log	0.1895	18	0.7181	0.1889	0.7181	0.8474
No log	0.2105	20	0.7172	0.2618	0.7172	0.8469
No log	0.2316	22	0.6995	0.2581	0.6995	0.8364
No log	0.2526	24	0.7360	0.1971	0.7360	0.8579
No log	0.2737	26	0.8171	0.1456	0.8171	0.9039
No log	0.2947	28	0.7647	0.1834	0.7647	0.8745
No log	0.3158	30	0.6731	0.3091	0.6731	0.8204
No log	0.3368	32	0.6926	0.3048	0.6926	0.8322
No log	0.3579	34	0.6702	0.3355	0.6702	0.8186
No log	0.3789	36	0.6808	0.3294	0.6808	0.8251
No log	0.4	38	0.7368	0.3083	0.7368	0.8584
No log	0.4211	40	0.7415	0.2812	0.7415	0.8611
No log	0.4421	42	0.7214	0.2991	0.7214	0.8494
No log	0.4632	44	0.7076	0.3066	0.7076	0.8412
No log	0.4842	46	0.8707	0.3491	0.8707	0.9331
No log	0.5053	48	0.8215	0.3052	0.8215	0.9064
No log	0.5263	50	0.6916	0.2971	0.6916	0.8316
No log	0.5474	52	0.7294	0.3180	0.7294	0.8540
No log	0.5684	54	0.6714	0.3590	0.6714	0.8194
No log	0.5895	56	0.7245	0.3822	0.7245	0.8512
No log	0.6105	58	1.1388	0.3017	1.1388	1.0671
No log	0.6316	60	1.5634	0.2715	1.5634	1.2504
No log	0.6526	62	1.1230	0.3302	1.1230	1.0597
No log	0.6737	64	0.7939	0.3927	0.7939	0.8910
No log	0.6947	66	0.7560	0.4196	0.7560	0.8695
No log	0.7158	68	1.1259	0.3571	1.1259	1.0611
No log	0.7368	70	1.1276	0.3331	1.1276	1.0619
No log	0.7579	72	0.7987	0.3060	0.7987	0.8937
No log	0.7789	74	0.6456	0.3275	0.6456	0.8035
No log	0.8	76	0.6770	0.3321	0.6770	0.8228
No log	0.8211	78	0.6512	0.3281	0.6512	0.8070
No log	0.8421	80	0.6694	0.2944	0.6694	0.8182
No log	0.8632	82	0.7237	0.2950	0.7237	0.8507
No log	0.8842	84	0.7834	0.2872	0.7834	0.8851
No log	0.9053	86	0.8572	0.3255	0.8572	0.9258
No log	0.9263	88	0.8774	0.3315	0.8774	0.9367
No log	0.9474	90	0.8715	0.2855	0.8715	0.9336
No log	0.9684	92	0.7434	0.3701	0.7434	0.8622
No log	0.9895	94	0.7379	0.3670	0.7379	0.8590
No log	1.0105	96	0.7559	0.3952	0.7559	0.8694
No log	1.0316	98	0.7339	0.3377	0.7339	0.8567
No log	1.0526	100	0.7544	0.3662	0.7544	0.8686
No log	1.0737	102	0.8119	0.3705	0.8119	0.9011
No log	1.0947	104	1.0975	0.3270	1.0975	1.0476
No log	1.1158	106	1.8078	0.3330	1.8078	1.3445
No log	1.1368	108	1.8251	0.3078	1.8251	1.3510
No log	1.1579	110	0.9884	0.3466	0.9884	0.9942
No log	1.1789	112	0.8222	0.2656	0.8222	0.9067
No log	1.2	114	0.8719	0.2515	0.8719	0.9337
No log	1.2211	116	0.7546	0.4079	0.7546	0.8687
No log	1.2421	118	0.7509	0.4498	0.7509	0.8665
No log	1.2632	120	0.8146	0.3235	0.8146	0.9025
No log	1.2842	122	0.8256	0.3722	0.8256	0.9086
No log	1.3053	124	0.8307	0.4578	0.8307	0.9114
No log	1.3263	126	0.8868	0.4271	0.8868	0.9417
No log	1.3474	128	0.7952	0.4175	0.7952	0.8917
No log	1.3684	130	0.9196	0.3280	0.9196	0.9590
No log	1.3895	132	0.9977	0.3319	0.9977	0.9988
No log	1.4105	134	0.7591	0.3475	0.7591	0.8713
No log	1.4316	136	1.0947	0.4264	1.0947	1.0463
No log	1.4526	138	1.7555	0.3137	1.7555	1.3249
No log	1.4737	140	1.5987	0.3240	1.5987	1.2644
No log	1.4947	142	0.9536	0.4397	0.9536	0.9765
No log	1.5158	144	0.7385	0.4372	0.7385	0.8593
No log	1.5368	146	0.7584	0.4475	0.7584	0.8709
No log	1.5579	148	0.7465	0.4392	0.7465	0.8640
No log	1.5789	150	1.0354	0.4344	1.0354	1.0175
No log	1.6	152	1.1454	0.4173	1.1454	1.0702
No log	1.6211	154	0.8746	0.4797	0.8746	0.9352
No log	1.6421	156	0.7598	0.4606	0.7598	0.8717
No log	1.6632	158	0.7690	0.4542	0.7690	0.8769
No log	1.6842	160	0.7639	0.4563	0.7639	0.8740
No log	1.7053	162	0.7527	0.4584	0.7527	0.8676
No log	1.7263	164	0.7903	0.4795	0.7903	0.8890
No log	1.7474	166	1.0703	0.4471	1.0703	1.0346
No log	1.7684	168	1.1205	0.4013	1.1205	1.0586
No log	1.7895	170	0.8643	0.4387	0.8643	0.9297
No log	1.8105	172	0.7550	0.5046	0.7550	0.8689
No log	1.8316	174	0.7762	0.5046	0.7762	0.8810
No log	1.8526	176	0.7682	0.4985	0.7682	0.8765
No log	1.8737	178	0.8227	0.4872	0.8227	0.9070
No log	1.8947	180	0.8148	0.4579	0.8148	0.9027
No log	1.9158	182	0.7449	0.5094	0.7449	0.8631
No log	1.9368	184	0.8098	0.5120	0.8098	0.8999
No log	1.9579	186	0.9496	0.4168	0.9496	0.9745
No log	1.9789	188	0.9894	0.4364	0.9894	0.9947
No log	2.0	190	0.9695	0.4518	0.9695	0.9847
No log	2.0211	192	0.8988	0.4628	0.8988	0.9481
No log	2.0421	194	0.8215	0.4754	0.8215	0.9064
No log	2.0632	196	0.7626	0.4239	0.7626	0.8733
No log	2.0842	198	0.7572	0.4569	0.7572	0.8702
No log	2.1053	200	0.7718	0.4544	0.7718	0.8785
No log	2.1263	202	0.8655	0.4575	0.8655	0.9303
No log	2.1474	204	1.0461	0.4216	1.0461	1.0228
No log	2.1684	206	1.1305	0.4006	1.1305	1.0633
No log	2.1895	208	0.9275	0.4160	0.9275	0.9631
No log	2.2105	210	0.7308	0.4668	0.7308	0.8549
No log	2.2316	212	0.7031	0.4614	0.7031	0.8385
No log	2.2526	214	0.6965	0.4593	0.6965	0.8345
No log	2.2737	216	0.7654	0.4517	0.7654	0.8749
No log	2.2947	218	0.8208	0.4615	0.8208	0.9060
No log	2.3158	220	0.8248	0.4621	0.8248	0.9082
No log	2.3368	222	0.7472	0.4717	0.7472	0.8644
No log	2.3579	224	0.7482	0.4885	0.7482	0.8650
No log	2.3789	226	0.8669	0.4599	0.8669	0.9311
No log	2.4	228	1.0416	0.4250	1.0416	1.0206
No log	2.4211	230	1.0702	0.4117	1.0702	1.0345
No log	2.4421	232	1.1201	0.4059	1.1201	1.0583
No log	2.4632	234	1.0101	0.4684	1.0101	1.0050
No log	2.4842	236	1.0266	0.4394	1.0266	1.0132
No log	2.5053	238	0.8892	0.4593	0.8892	0.9430
No log	2.5263	240	0.8675	0.4376	0.8675	0.9314
No log	2.5474	242	0.7939	0.4575	0.7939	0.8910
No log	2.5684	244	0.8156	0.4628	0.8156	0.9031
No log	2.5895	246	0.9689	0.4524	0.9689	0.9843
No log	2.6105	248	0.9846	0.4424	0.9846	0.9922
No log	2.6316	250	0.8626	0.4466	0.8626	0.9288
No log	2.6526	252	0.8883	0.4577	0.8883	0.9425
No log	2.6737	254	0.8629	0.4581	0.8629	0.9289
No log	2.6947	256	0.8285	0.4810	0.8285	0.9102
No log	2.7158	258	0.9982	0.4296	0.9982	0.9991
No log	2.7368	260	1.3364	0.3703	1.3364	1.1560
No log	2.7579	262	1.2591	0.3703	1.2591	1.1221
No log	2.7789	264	0.9347	0.3805	0.9347	0.9668
No log	2.8	266	0.7654	0.5094	0.7654	0.8749
No log	2.8211	268	0.7901	0.4826	0.7901	0.8889
No log	2.8421	270	0.9686	0.3730	0.9686	0.9842
No log	2.8632	272	1.1861	0.4042	1.1861	1.0891
No log	2.8842	274	1.2576	0.4220	1.2576	1.1214
No log	2.9053	276	1.1403	0.3980	1.1403	1.0678
No log	2.9263	278	1.0505	0.4021	1.0505	1.0249
No log	2.9474	280	0.9219	0.4221	0.9219	0.9601
No log	2.9684	282	0.8420	0.4787	0.8420	0.9176
No log	2.9895	284	0.8210	0.4899	0.8210	0.9061
No log	3.0105	286	0.8484	0.4773	0.8484	0.9211
No log	3.0316	288	0.9325	0.4515	0.9325	0.9656
No log	3.0526	290	0.7654	0.4687	0.7654	0.8749
No log	3.0737	292	0.6325	0.4702	0.6325	0.7953
No log	3.0947	294	0.6403	0.4067	0.6403	0.8002
No log	3.1158	296	0.6426	0.4458	0.6426	0.8016
No log	3.1368	298	0.7861	0.4680	0.7861	0.8866
No log	3.1579	300	1.0327	0.4215	1.0327	1.0162
No log	3.1789	302	1.1191	0.4129	1.1191	1.0579
No log	3.2	304	0.9100	0.4423	0.9100	0.9539
No log	3.2211	306	0.7470	0.4254	0.7470	0.8643
No log	3.2421	308	0.7075	0.4584	0.7075	0.8411
No log	3.2632	310	0.7061	0.4510	0.7061	0.8403
No log	3.2842	312	0.7676	0.4292	0.7676	0.8761
No log	3.3053	314	0.9300	0.4217	0.9300	0.9643
No log	3.3263	316	1.1178	0.4164	1.1178	1.0573
No log	3.3474	318	1.0761	0.4164	1.0761	1.0373
No log	3.3684	320	0.8988	0.4321	0.8988	0.9480
No log	3.3895	322	0.7567	0.4497	0.7567	0.8699
No log	3.4105	324	0.7380	0.4710	0.7380	0.8590
No log	3.4316	326	0.7602	0.4554	0.7602	0.8719
No log	3.4526	328	0.9157	0.4385	0.9157	0.9569
No log	3.4737	330	1.2323	0.4250	1.2323	1.1101
No log	3.4947	332	1.3685	0.3993	1.3685	1.1698
No log	3.5158	334	1.3140	0.4030	1.3140	1.1463
No log	3.5368	336	1.1135	0.4192	1.1135	1.0552
No log	3.5579	338	0.8964	0.4389	0.8964	0.9468
No log	3.5789	340	0.8335	0.4326	0.8335	0.9130
No log	3.6	342	0.7589	0.4875	0.7589	0.8712
No log	3.6211	344	0.7134	0.5016	0.7134	0.8446
No log	3.6421	346	0.7075	0.5116	0.7075	0.8411
No log	3.6632	348	0.8386	0.4818	0.8386	0.9158
No log	3.6842	350	0.9889	0.4279	0.9889	0.9944
No log	3.7053	352	0.9412	0.4599	0.9412	0.9701
No log	3.7263	354	0.8309	0.4471	0.8309	0.9115
No log	3.7474	356	0.7095	0.5176	0.7095	0.8423
No log	3.7684	358	0.7325	0.4243	0.7325	0.8559
No log	3.7895	360	0.7297	0.4773	0.7297	0.8543
No log	3.8105	362	0.7695	0.4654	0.7695	0.8772
No log	3.8316	364	0.9736	0.4346	0.9736	0.9867
No log	3.8526	366	1.0886	0.3862	1.0886	1.0434
No log	3.8737	368	0.9763	0.4266	0.9763	0.9881
No log	3.8947	370	0.7857	0.4719	0.7857	0.8864
No log	3.9158	372	0.7284	0.4792	0.7284	0.8535
No log	3.9368	374	0.7305	0.4410	0.7305	0.8547
No log	3.9579	376	0.6832	0.5103	0.6832	0.8266
No log	3.9789	378	0.6899	0.4875	0.6899	0.8306
No log	4.0	380	0.7892	0.5128	0.7892	0.8884
No log	4.0211	382	0.8610	0.4536	0.8610	0.9279
No log	4.0421	384	0.8015	0.4901	0.8015	0.8953
No log	4.0632	386	0.7386	0.4983	0.7386	0.8594
No log	4.0842	388	0.7208	0.4918	0.7208	0.8490
No log	4.1053	390	0.7231	0.4979	0.7231	0.8503
No log	4.1263	392	0.7417	0.4390	0.7417	0.8612
No log	4.1474	394	0.7842	0.4767	0.7842	0.8856
No log	4.1684	396	0.9141	0.4368	0.9141	0.9561
No log	4.1895	398	1.0117	0.4300	1.0117	1.0058
No log	4.2105	400	1.0414	0.4316	1.0414	1.0205
No log	4.2316	402	1.0575	0.4300	1.0575	1.0283
No log	4.2526	404	1.0365	0.4284	1.0365	1.0181
No log	4.2737	406	0.8888	0.4253	0.8888	0.9428
No log	4.2947	408	0.7445	0.5032	0.7445	0.8629
No log	4.3158	410	0.6916	0.5061	0.6916	0.8316
No log	4.3368	412	0.6712	0.5512	0.6712	0.8193
No log	4.3579	414	0.7395	0.4829	0.7395	0.8599
No log	4.3789	416	0.7895	0.4709	0.7895	0.8886
No log	4.4	418	0.7305	0.5131	0.7305	0.8547
No log	4.4211	420	0.6406	0.5170	0.6406	0.8004
No log	4.4421	422	0.6098	0.4344	0.6098	0.7809
No log	4.4632	424	0.5999	0.4505	0.5999	0.7745
No log	4.4842	426	0.6221	0.4898	0.6221	0.7887
No log	4.5053	428	0.6863	0.5376	0.6863	0.8285
No log	4.5263	430	0.6703	0.5211	0.6703	0.8187
No log	4.5474	432	0.6460	0.5119	0.6460	0.8038
No log	4.5684	434	0.6588	0.5055	0.6588	0.8117
No log	4.5895	436	0.6690	0.5145	0.6690	0.8179
No log	4.6105	438	0.7105	0.5043	0.7105	0.8429
No log	4.6316	440	0.7311	0.4890	0.7311	0.8550
No log	4.6526	442	0.7923	0.4419	0.7923	0.8901
No log	4.6737	444	0.8569	0.4340	0.8569	0.9257
No log	4.6947	446	0.7977	0.4498	0.7977	0.8932
No log	4.7158	448	0.7622	0.4953	0.7622	0.8730
No log	4.7368	450	0.7607	0.4953	0.7607	0.8722
No log	4.7579	452	0.7964	0.4674	0.7964	0.8924
No log	4.7789	454	0.8381	0.4482	0.8381	0.9155
No log	4.8	456	0.9155	0.4419	0.9155	0.9568
No log	4.8211	458	0.8630	0.4482	0.8630	0.9290
No log	4.8421	460	0.8004	0.5019	0.8004	0.8947
No log	4.8632	462	0.7485	0.5240	0.7485	0.8652
No log	4.8842	464	0.7764	0.4964	0.7764	0.8812
No log	4.9053	466	0.8811	0.4356	0.8811	0.9387
No log	4.9263	468	1.0046	0.4427	1.0046	1.0023
No log	4.9474	470	1.0556	0.4373	1.0556	1.0274
No log	4.9684	472	1.1225	0.4222	1.1225	1.0595
No log	4.9895	474	0.9847	0.4236	0.9847	0.9923
No log	5.0105	476	0.8353	0.4764	0.8353	0.9139
No log	5.0316	478	0.7477	0.5264	0.7477	0.8647
No log	5.0526	480	0.7322	0.5247	0.7322	0.8557
No log	5.0737	482	0.8076	0.4612	0.8076	0.8987
No log	5.0947	484	0.9503	0.4152	0.9503	0.9748
No log	5.1158	486	1.0299	0.4061	1.0299	1.0149
No log	5.1368	488	0.9548	0.4168	0.9548	0.9772
No log	5.1579	490	0.8549	0.4270	0.8549	0.9246
No log	5.1789	492	0.8274	0.4465	0.8274	0.9096
No log	5.2	494	0.7992	0.4409	0.7992	0.8940
No log	5.2211	496	0.7690	0.4212	0.7690	0.8769
No log	5.2421	498	0.7489	0.4212	0.7489	0.8654
0.4463	5.2632	500	0.7460	0.4212	0.7460	0.8637
0.4463	5.2842	502	0.7998	0.4289	0.7998	0.8943
0.4463	5.3053	504	0.8395	0.4188	0.8395	0.9162
0.4463	5.3263	506	0.8065	0.4088	0.8065	0.8981
0.4463	5.3474	508	0.8004	0.3970	0.8004	0.8946
0.4463	5.3684	510	0.8270	0.4131	0.8270	0.9094
0.4463	5.3895	512	0.8641	0.3836	0.8641	0.9296
0.4463	5.4105	514	0.9138	0.3987	0.9138	0.9560
0.4463	5.4316	516	0.8890	0.4219	0.8890	0.9429
0.4463	5.4526	518	0.8694	0.4238	0.8694	0.9324
0.4463	5.4737	520	0.8520	0.4273	0.8520	0.9230
0.4463	5.4947	522	0.7967	0.4216	0.7967	0.8926
0.4463	5.5158	524	0.7715	0.4397	0.7715	0.8784
0.4463	5.5368	526	0.7872	0.3852	0.7872	0.8873
0.4463	5.5579	528	0.8121	0.4230	0.8121	0.9012
0.4463	5.5789	530	0.8665	0.4359	0.8665	0.9309
0.4463	5.6	532	0.9557	0.4244	0.9557	0.9776
0.4463	5.6211	534	0.9794	0.4225	0.9794	0.9896
0.4463	5.6421	536	0.8792	0.4508	0.8792	0.9377
0.4463	5.6632	538	0.8143	0.4524	0.8143	0.9024
0.4463	5.6842	540	0.7883	0.4143	0.7883	0.8878
0.4463	5.7053	542	0.7932	0.4225	0.7932	0.8906
0.4463	5.7263	544	0.7699	0.4329	0.7699	0.8774
0.4463	5.7474	546	0.7250	0.4917	0.7250	0.8515
0.4463	5.7684	548	0.7435	0.4630	0.7435	0.8623
0.4463	5.7895	550	0.8326	0.4213	0.8326	0.9125
0.4463	5.8105	552	0.9377	0.4214	0.9377	0.9683
0.4463	5.8316	554	0.9590	0.4399	0.9590	0.9793
0.4463	5.8526	556	0.8861	0.4067	0.8861	0.9413
0.4463	5.8737	558	0.8125	0.4266	0.8125	0.9014
0.4463	5.8947	560	0.7774	0.4627	0.7774	0.8817
0.4463	5.9158	562	0.7967	0.4326	0.7967	0.8926
0.4463	5.9368	564	0.8406	0.4092	0.8406	0.9168
0.4463	5.9579	566	0.8524	0.3937	0.8524	0.9232
0.4463	5.9789	568	0.8383	0.3937	0.8383	0.9156
0.4463	6.0	570	0.8837	0.3701	0.8837	0.9401
0.4463	6.0211	572	0.9472	0.3893	0.9472	0.9733
0.4463	6.0421	574	0.9402	0.3881	0.9402	0.9696
0.4463	6.0632	576	0.8556	0.3919	0.8556	0.9250
0.4463	6.0842	578	0.8540	0.3909	0.8540	0.9241
0.4463	6.1053	580	0.8034	0.4342	0.8034	0.8963
0.4463	6.1263	582	0.7558	0.5109	0.7558	0.8694
0.4463	6.1474	584	0.7910	0.4797	0.7910	0.8894
0.4463	6.1684	586	0.9108	0.4492	0.9108	0.9543
0.4463	6.1895	588	1.1081	0.4069	1.1081	1.0526
0.4463	6.2105	590	1.1691	0.3967	1.1691	1.0812
0.4463	6.2316	592	1.0938	0.4137	1.0938	1.0459
0.4463	6.2526	594	0.9967	0.4247	0.9967	0.9983
0.4463	6.2737	596	0.8961	0.4441	0.8961	0.9466
0.4463	6.2947	598	0.7947	0.4533	0.7947	0.8914
0.4463	6.3158	600	0.7313	0.4799	0.7313	0.8552
0.4463	6.3368	602	0.7238	0.4860	0.7238	0.8508
0.4463	6.3579	604	0.7338	0.4616	0.7338	0.8566
0.4463	6.3789	606	0.7230	0.4723	0.7230	0.8503
0.4463	6.4	608	0.7222	0.4458	0.7222	0.8498
0.4463	6.4211	610	0.7684	0.4310	0.7684	0.8766
0.4463	6.4421	612	0.8409	0.4287	0.8409	0.9170
0.4463	6.4632	614	0.9106	0.3957	0.9106	0.9542
0.4463	6.4842	616	0.9653	0.4335	0.9653	0.9825
0.4463	6.5053	618	0.9475	0.3961	0.9475	0.9734
0.4463	6.5263	620	0.8662	0.3947	0.8662	0.9307
0.4463	6.5474	622	0.8086	0.4292	0.8086	0.8992
0.4463	6.5684	624	0.7908	0.4130	0.7908	0.8893
0.4463	6.5895	626	0.7722	0.4130	0.7722	0.8787
0.4463	6.6105	628	0.7471	0.4189	0.7471	0.8644
0.4463	6.6316	630	0.7496	0.4106	0.7496	0.8658
0.4463	6.6526	632	0.7892	0.4267	0.7892	0.8884
0.4463	6.6737	634	0.8287	0.4653	0.8287	0.9103
0.4463	6.6947	636	0.8802	0.4818	0.8802	0.9382
0.4463	6.7158	638	0.9712	0.4379	0.9712	0.9855
0.4463	6.7368	640	1.0293	0.4441	1.0293	1.0145
0.4463	6.7579	642	1.0163	0.4379	1.0163	1.0081
0.4463	6.7789	644	0.9061	0.4737	0.9061	0.9519
0.4463	6.8	646	0.8412	0.4644	0.8412	0.9172
0.4463	6.8211	648	0.8014	0.4682	0.8014	0.8952
0.4463	6.8421	650	0.7771	0.4687	0.7771	0.8815
0.4463	6.8632	652	0.8185	0.4595	0.8185	0.9047
0.4463	6.8842	654	0.8244	0.4597	0.8244	0.9079
0.4463	6.9053	656	0.8300	0.4597	0.8300	0.9111
0.4463	6.9263	658	0.8474	0.4597	0.8474	0.9205
0.4463	6.9474	660	0.7974	0.4416	0.7974	0.8930
0.4463	6.9684	662	0.7445	0.4818	0.7445	0.8629
0.4463	6.9895	664	0.7345	0.5211	0.7345	0.8570
0.4463	7.0105	666	0.7651	0.4547	0.7651	0.8747
0.4463	7.0316	668	0.8294	0.4231	0.8294	0.9107
0.4463	7.0526	670	0.8322	0.4231	0.8322	0.9122
0.4463	7.0737	672	0.7830	0.4632	0.7830	0.8849
0.4463	7.0947	674	0.7313	0.5058	0.7313	0.8552
0.4463	7.1158	676	0.7165	0.5211	0.7165	0.8465
0.4463	7.1368	678	0.7501	0.4909	0.7501	0.8661
0.4463	7.1579	680	0.7722	0.4857	0.7722	0.8787
0.4463	7.1789	682	0.7890	0.4571	0.7890	0.8882
0.4463	7.2	684	0.7701	0.4857	0.7701	0.8775
0.4463	7.2211	686	0.7433	0.4951	0.7433	0.8622
0.4463	7.2421	688	0.7315	0.5120	0.7315	0.8553
0.4463	7.2632	690	0.7472	0.5030	0.7472	0.8644
0.4463	7.2842	692	0.7634	0.4744	0.7634	0.8738
0.4463	7.3053	694	0.8088	0.4508	0.8088	0.8993
0.4463	7.3263	696	0.8692	0.4490	0.8692	0.9323
0.4463	7.3474	698	0.8869	0.4485	0.8869	0.9417
0.4463	7.3684	700	0.8948	0.4414	0.8948	0.9459
0.4463	7.3895	702	0.8560	0.4600	0.8560	0.9252
0.4463	7.4105	704	0.7701	0.4864	0.7701	0.8775
0.4463	7.4316	706	0.7046	0.4978	0.7046	0.8394
0.4463	7.4526	708	0.6680	0.5223	0.6680	0.8173
0.4463	7.4737	710	0.6658	0.5236	0.6658	0.8159
0.4463	7.4947	712	0.6869	0.5068	0.6869	0.8288
0.4463	7.5158	714	0.7326	0.4943	0.7326	0.8559
0.4463	7.5368	716	0.8276	0.4728	0.8276	0.9097
0.4463	7.5579	718	0.9148	0.4461	0.9148	0.9565
0.4463	7.5789	720	0.9939	0.4346	0.9939	0.9969
0.4463	7.6	722	0.9825	0.4413	0.9825	0.9912
0.4463	7.6211	724	0.9096	0.4412	0.9096	0.9537
0.4463	7.6421	726	0.8105	0.4571	0.8105	0.9003
0.4463	7.6632	728	0.7441	0.5081	0.7441	0.8626
0.4463	7.6842	730	0.7239	0.5274	0.7239	0.8508
0.4463	7.7053	732	0.7304	0.5120	0.7304	0.8546
0.4463	7.7263	734	0.7684	0.4851	0.7684	0.8766
0.4463	7.7474	736	0.7917	0.4593	0.7917	0.8898
0.4463	7.7684	738	0.8267	0.4585	0.8267	0.9092
0.4463	7.7895	740	0.8493	0.4871	0.8493	0.9216
0.4463	7.8105	742	0.8364	0.4773	0.8364	0.9146
0.4463	7.8316	744	0.8014	0.4593	0.8014	0.8952
0.4463	7.8526	746	0.7662	0.4632	0.7662	0.8753
0.4463	7.8737	748	0.7546	0.4696	0.7546	0.8687
0.4463	7.8947	750	0.7574	0.4696	0.7574	0.8703
0.4463	7.9158	752	0.7733	0.4415	0.7733	0.8794
0.4463	7.9368	754	0.8194	0.4593	0.8194	0.9052
0.4463	7.9579	756	0.8145	0.4593	0.8145	0.9025
0.4463	7.9789	758	0.7787	0.4474	0.7787	0.8824
0.4463	8.0	760	0.7813	0.4474	0.7813	0.8839
0.4463	8.0211	762	0.7889	0.4716	0.7889	0.8882
0.4463	8.0421	764	0.7685	0.4474	0.7685	0.8767
0.4463	8.0632	766	0.7417	0.5089	0.7417	0.8612
0.4463	8.0842	768	0.7030	0.5434	0.7030	0.8385
0.4463	8.1053	770	0.6676	0.5340	0.6676	0.8171
0.4463	8.1263	772	0.6620	0.5226	0.6620	0.8136
0.4463	8.1474	774	0.6648	0.5178	0.6648	0.8154
0.4463	8.1684	776	0.6930	0.5496	0.6930	0.8324
0.4463	8.1895	778	0.7479	0.4809	0.7479	0.8648
0.4463	8.2105	780	0.7745	0.4467	0.7745	0.8800
0.4463	8.2316	782	0.7599	0.4740	0.7599	0.8717
0.4463	8.2526	784	0.7196	0.5182	0.7196	0.8483
0.4463	8.2737	786	0.6927	0.5287	0.6927	0.8323
0.4463	8.2947	788	0.6795	0.5079	0.6795	0.8243
0.4463	8.3158	790	0.6841	0.5079	0.6841	0.8271
0.4463	8.3368	792	0.6977	0.4925	0.6977	0.8353
0.4463	8.3579	794	0.7236	0.5131	0.7236	0.8506
0.4463	8.3789	796	0.7692	0.4669	0.7692	0.8770
0.4463	8.4	798	0.8422	0.4825	0.8422	0.9177
0.4463	8.4211	800	0.8901	0.4611	0.8901	0.9435
0.4463	8.4421	802	0.8942	0.4611	0.8942	0.9456
0.4463	8.4632	804	0.8631	0.4756	0.8631	0.9290
0.4463	8.4842	806	0.8178	0.4593	0.8178	0.9043
0.4463	8.5053	808	0.7736	0.4851	0.7736	0.8795
0.4463	8.5263	810	0.7320	0.5337	0.7320	0.8555
0.4463	8.5474	812	0.6978	0.4925	0.6978	0.8354
0.4463	8.5684	814	0.6745	0.5044	0.6745	0.8213
0.4463	8.5895	816	0.6684	0.5044	0.6684	0.8175
0.4463	8.6105	818	0.6734	0.5025	0.6734	0.8206
0.4463	8.6316	820	0.6909	0.5337	0.6909	0.8312
0.4463	8.6526	822	0.7114	0.5544	0.7114	0.8434
0.4463	8.6737	824	0.7168	0.5386	0.7168	0.8466
0.4463	8.6947	826	0.7186	0.5386	0.7186	0.8477
0.4463	8.7158	828	0.7207	0.5214	0.7207	0.8489
0.4463	8.7368	830	0.7108	0.5369	0.7108	0.8431
0.4463	8.7579	832	0.7051	0.5369	0.7051	0.8397
0.4463	8.7789	834	0.7086	0.5369	0.7086	0.8418
0.4463	8.8	836	0.7085	0.5369	0.7085	0.8417
0.4463	8.8211	838	0.7036	0.5369	0.7036	0.8388
0.4463	8.8421	840	0.7101	0.5369	0.7101	0.8427
0.4463	8.8632	842	0.7250	0.5369	0.7250	0.8515
0.4463	8.8842	844	0.7303	0.5214	0.7303	0.8546
0.4463	8.9053	846	0.7253	0.5386	0.7253	0.8516
0.4463	8.9263	848	0.7103	0.5386	0.7103	0.8428
0.4463	8.9474	850	0.6992	0.5337	0.6992	0.8362
0.4463	8.9684	852	0.6896	0.5337	0.6896	0.8304
0.4463	8.9895	854	0.6791	0.5287	0.6791	0.8241
0.4463	9.0105	856	0.6818	0.5131	0.6818	0.8257
0.4463	9.0316	858	0.6833	0.5131	0.6833	0.8266
0.4463	9.0526	860	0.6907	0.5337	0.6907	0.8311
0.4463	9.0737	862	0.6997	0.5337	0.6997	0.8365
0.4463	9.0947	864	0.7173	0.5386	0.7173	0.8469
0.4463	9.1158	866	0.7312	0.5285	0.7312	0.8551
0.4463	9.1368	868	0.7517	0.4919	0.7517	0.8670
0.4463	9.1579	870	0.7559	0.4919	0.7559	0.8694
0.4463	9.1789	872	0.7458	0.5003	0.7458	0.8636
0.4463	9.2	874	0.7283	0.5232	0.7283	0.8534
0.4463	9.2211	876	0.7122	0.5182	0.7122	0.8439
0.4463	9.2421	878	0.7046	0.5337	0.7046	0.8394
0.4463	9.2632	880	0.7034	0.5337	0.7034	0.8387
0.4463	9.2842	882	0.7021	0.5337	0.7021	0.8379
0.4463	9.3053	884	0.7035	0.5337	0.7035	0.8388
0.4463	9.3263	886	0.7095	0.5386	0.7095	0.8423
0.4463	9.3474	888	0.7218	0.5232	0.7218	0.8496
0.4463	9.3684	890	0.7304	0.5232	0.7304	0.8546
0.4463	9.3895	892	0.7416	0.5285	0.7416	0.8611
0.4463	9.4105	894	0.7454	0.5003	0.7454	0.8634
0.4463	9.4316	896	0.7446	0.5003	0.7446	0.8629
0.4463	9.4526	898	0.7401	0.5285	0.7401	0.8603
0.4463	9.4737	900	0.7349	0.5285	0.7349	0.8573
0.4463	9.4947	902	0.7272	0.5232	0.7272	0.8527
0.4463	9.5158	904	0.7251	0.5232	0.7251	0.8515
0.4463	9.5368	906	0.7306	0.5232	0.7306	0.8547
0.4463	9.5579	908	0.7340	0.5232	0.7340	0.8567
0.4463	9.5789	910	0.7385	0.5285	0.7385	0.8593
0.4463	9.6	912	0.7430	0.5003	0.7430	0.8620
0.4463	9.6211	914	0.7441	0.5003	0.7441	0.8626
0.4463	9.6421	916	0.7463	0.5003	0.7463	0.8639
0.4463	9.6632	918	0.7472	0.5003	0.7472	0.8644
0.4463	9.6842	920	0.7472	0.5003	0.7472	0.8644
0.4463	9.7053	922	0.7475	0.5003	0.7475	0.8646
0.4463	9.7263	924	0.7453	0.5003	0.7453	0.8633
0.4463	9.7474	926	0.7433	0.5003	0.7433	0.8622
0.4463	9.7684	928	0.7445	0.5003	0.7445	0.8628
0.4463	9.7895	930	0.7467	0.5003	0.7467	0.8641
0.4463	9.8105	932	0.7469	0.5003	0.7469	0.8642
0.4463	9.8316	934	0.7447	0.5003	0.7447	0.8629
0.4463	9.8526	936	0.7434	0.5003	0.7434	0.8622
0.4463	9.8737	938	0.7417	0.5003	0.7417	0.8612
0.4463	9.8947	940	0.7395	0.4943	0.7395	0.8599
0.4463	9.9158	942	0.7388	0.4943	0.7388	0.8595
0.4463	9.9368	944	0.7383	0.4943	0.7383	0.8592
0.4463	9.9579	946	0.7383	0.4943	0.7383	0.8592
0.4463	9.9789	948	0.7381	0.4943	0.7381	0.8591
0.4463	10.0	950	0.7380	0.4943	0.7380	0.8591

Framework versions

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