ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_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: 0.7737
• Qwk: 0.4313
• Mse: 0.7737
• Rmse: 0.8796

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	0.0312	2	4.1970	-0.0111	4.1970	2.0487
No log	0.0625	4	2.2112	-0.0332	2.2112	1.4870
No log	0.0938	6	1.6083	-0.0525	1.6083	1.2682
No log	0.125	8	2.0780	-0.0007	2.0780	1.4415
No log	0.1562	10	2.5839	-0.0567	2.5839	1.6075
No log	0.1875	12	1.8406	0.0312	1.8406	1.3567
No log	0.2188	14	1.6387	0.0978	1.6387	1.2801
No log	0.25	16	1.3855	0.0052	1.3855	1.1771
No log	0.2812	18	1.5092	0.0750	1.5092	1.2285
No log	0.3125	20	1.7787	0.0909	1.7787	1.3337
No log	0.3438	22	1.9089	0.1385	1.9089	1.3816
No log	0.375	24	1.4635	-0.0343	1.4635	1.2098
No log	0.4062	26	1.4016	0.1679	1.4016	1.1839
No log	0.4375	28	1.4022	0.1773	1.4022	1.1841
No log	0.4688	30	1.0861	0.3117	1.0861	1.0422
No log	0.5	32	1.0221	0.3596	1.0221	1.0110
No log	0.5312	34	1.1690	0.3514	1.1690	1.0812
No log	0.5625	36	1.5810	0.1472	1.5810	1.2574
No log	0.5938	38	1.5485	0.1891	1.5485	1.2444
No log	0.625	40	1.0908	0.3514	1.0908	1.0444
No log	0.6562	42	0.9845	0.3222	0.9845	0.9922
No log	0.6875	44	1.0097	0.2956	1.0097	1.0048
No log	0.7188	46	1.3255	0.1734	1.3255	1.1513
No log	0.75	48	1.5031	0.2194	1.5031	1.2260
No log	0.7812	50	1.5605	0.2044	1.5605	1.2492
No log	0.8125	52	1.5832	0.2474	1.5832	1.2583
No log	0.8438	54	1.2425	0.2132	1.2425	1.1147
No log	0.875	56	1.0481	0.2850	1.0481	1.0238
No log	0.9062	58	0.9543	0.3773	0.9543	0.9769
No log	0.9375	60	1.0167	0.2455	1.0167	1.0083
No log	0.9688	62	1.1222	0.1835	1.1222	1.0594
No log	1.0	64	1.2950	0.2881	1.2950	1.1380
No log	1.0312	66	1.5288	0.3040	1.5288	1.2364
No log	1.0625	68	1.4600	0.2903	1.4600	1.2083
No log	1.0938	70	1.1966	0.3324	1.1966	1.0939
No log	1.125	72	0.9541	0.3468	0.9541	0.9768
No log	1.1562	74	0.9200	0.2857	0.9200	0.9592
No log	1.1875	76	0.9720	0.3533	0.9720	0.9859
No log	1.2188	78	1.1225	0.4010	1.1225	1.0595
No log	1.25	80	1.5304	0.2723	1.5304	1.2371
No log	1.2812	82	1.5219	0.2847	1.5219	1.2336
No log	1.3125	84	1.1500	0.3627	1.1500	1.0724
No log	1.3438	86	0.9411	0.4048	0.9411	0.9701
No log	1.375	88	0.9400	0.3721	0.9400	0.9695
No log	1.4062	90	0.9572	0.4822	0.9572	0.9783
No log	1.4375	92	1.0118	0.3958	1.0118	1.0059
No log	1.4688	94	0.9933	0.4174	0.9933	0.9966
No log	1.5	96	0.9842	0.3280	0.9842	0.9921
No log	1.5312	98	0.9451	0.2965	0.9451	0.9721
No log	1.5625	100	0.8782	0.3519	0.8782	0.9371
No log	1.5938	102	0.9254	0.3988	0.9254	0.9620
No log	1.625	104	0.9238	0.3796	0.9238	0.9612
No log	1.6562	106	0.9173	0.3683	0.9173	0.9578
No log	1.6875	108	1.0344	0.3365	1.0344	1.0170
No log	1.7188	110	0.9096	0.3715	0.9096	0.9537
No log	1.75	112	0.8700	0.3915	0.8700	0.9328
No log	1.7812	114	0.8663	0.3671	0.8663	0.9307
No log	1.8125	116	0.8640	0.4548	0.8640	0.9295
No log	1.8438	118	0.9618	0.4467	0.9618	0.9807
No log	1.875	120	0.9305	0.4532	0.9305	0.9646
No log	1.9062	122	0.7898	0.4923	0.7898	0.8887
No log	1.9375	124	0.7675	0.4789	0.7675	0.8761
No log	1.9688	126	0.8366	0.5220	0.8366	0.9147
No log	2.0	128	0.8826	0.5017	0.8826	0.9394
No log	2.0312	130	0.7732	0.5054	0.7732	0.8793
No log	2.0625	132	0.7491	0.5405	0.7491	0.8655
No log	2.0938	134	0.7679	0.5405	0.7679	0.8763
No log	2.125	136	0.8372	0.3915	0.8372	0.9150
No log	2.1562	138	0.8727	0.3407	0.8727	0.9342
No log	2.1875	140	0.8708	0.4161	0.8708	0.9332
No log	2.2188	142	0.7972	0.3981	0.7972	0.8928
No log	2.25	144	0.8210	0.3485	0.8210	0.9061
No log	2.2812	146	0.8260	0.3515	0.8260	0.9088
No log	2.3125	148	0.7885	0.4363	0.7885	0.8880
No log	2.3438	150	0.8382	0.4571	0.8382	0.9156
No log	2.375	152	0.8486	0.4571	0.8486	0.9212
No log	2.4062	154	0.7974	0.3857	0.7974	0.8929
No log	2.4375	156	0.7706	0.4764	0.7706	0.8778
No log	2.4688	158	0.8331	0.4054	0.8331	0.9127
No log	2.5	160	0.9260	0.4007	0.9260	0.9623
No log	2.5312	162	0.8663	0.4339	0.8663	0.9308
No log	2.5625	164	0.7538	0.5388	0.7538	0.8682
No log	2.5938	166	0.7807	0.4636	0.7807	0.8836
No log	2.625	168	0.7520	0.5317	0.7520	0.8672
No log	2.6562	170	0.7635	0.5419	0.7635	0.8738
No log	2.6875	172	0.8732	0.4053	0.8732	0.9344
No log	2.7188	174	1.1305	0.3704	1.1305	1.0632
No log	2.75	176	1.0928	0.3350	1.0928	1.0454
No log	2.7812	178	0.8630	0.4316	0.8630	0.9290
No log	2.8125	180	0.7682	0.5536	0.7682	0.8765
No log	2.8438	182	0.7659	0.5260	0.7659	0.8751
No log	2.875	184	0.8022	0.5644	0.8022	0.8956
No log	2.9062	186	0.8842	0.4626	0.8842	0.9403
No log	2.9375	188	0.9024	0.4592	0.9024	0.9500
No log	2.9688	190	0.9581	0.3177	0.9581	0.9788
No log	3.0	192	0.8921	0.4461	0.8921	0.9445
No log	3.0312	194	0.8499	0.4873	0.8499	0.9219
No log	3.0625	196	0.8679	0.5131	0.8679	0.9316
No log	3.0938	198	0.8758	0.5131	0.8758	0.9359
No log	3.125	200	0.9032	0.5160	0.9032	0.9504
No log	3.1562	202	0.9451	0.3674	0.9451	0.9722
No log	3.1875	204	0.9844	0.4212	0.9844	0.9922
No log	3.2188	206	0.9862	0.4063	0.9862	0.9931
No log	3.25	208	0.8713	0.5415	0.8713	0.9334
No log	3.2812	210	0.8256	0.4893	0.8256	0.9086
No log	3.3125	212	0.8402	0.5288	0.8402	0.9166
No log	3.3438	214	0.8963	0.4657	0.8963	0.9467
No log	3.375	216	0.9333	0.4227	0.9333	0.9661
No log	3.4062	218	0.9602	0.4346	0.9602	0.9799
No log	3.4375	220	0.9020	0.4414	0.9020	0.9497
No log	3.4688	222	0.8757	0.4113	0.8757	0.9358
No log	3.5	224	0.9048	0.4331	0.9048	0.9512
No log	3.5312	226	0.8493	0.4560	0.8493	0.9216
No log	3.5625	228	0.8211	0.4511	0.8211	0.9062
No log	3.5938	230	0.8284	0.4873	0.8284	0.9101
No log	3.625	232	0.8402	0.4563	0.8402	0.9166
No log	3.6562	234	0.9420	0.3634	0.9420	0.9706
No log	3.6875	236	0.9492	0.3882	0.9492	0.9743
No log	3.7188	238	0.8777	0.4353	0.8777	0.9368
No log	3.75	240	0.7960	0.5179	0.7960	0.8922
No log	3.7812	242	0.8329	0.5326	0.8329	0.9126
No log	3.8125	244	0.9781	0.4770	0.9781	0.9890
No log	3.8438	246	0.9228	0.4521	0.9228	0.9606
No log	3.875	248	0.8049	0.4659	0.8049	0.8972
No log	3.9062	250	0.7936	0.4660	0.7936	0.8909
No log	3.9375	252	0.8412	0.5190	0.8412	0.9172
No log	3.9688	254	0.8514	0.4970	0.8514	0.9227
No log	4.0	256	0.9091	0.4382	0.9091	0.9534
No log	4.0312	258	0.8614	0.4976	0.8614	0.9281
No log	4.0625	260	0.8334	0.5316	0.8334	0.9129
No log	4.0938	262	0.8130	0.5063	0.8130	0.9016
No log	4.125	264	0.8465	0.4708	0.8465	0.9200
No log	4.1562	266	0.9218	0.3478	0.9218	0.9601
No log	4.1875	268	0.9557	0.3203	0.9557	0.9776
No log	4.2188	270	0.8561	0.4640	0.8561	0.9252
No log	4.25	272	0.7663	0.5032	0.7663	0.8754
No log	4.2812	274	0.8075	0.5455	0.8075	0.8986
No log	4.3125	276	0.9101	0.4515	0.9101	0.9540
No log	4.3438	278	1.1248	0.3729	1.1248	1.0606
No log	4.375	280	1.0217	0.3798	1.0217	1.0108
No log	4.4062	282	0.9401	0.5259	0.9401	0.9696
No log	4.4375	284	0.7710	0.5202	0.7710	0.8780
No log	4.4688	286	0.7268	0.4908	0.7268	0.8525
No log	4.5	288	0.7407	0.4519	0.7407	0.8606
No log	4.5312	290	0.7505	0.4692	0.7505	0.8663
No log	4.5625	292	0.9035	0.4893	0.9035	0.9505
No log	4.5938	294	1.0089	0.4411	1.0089	1.0044
No log	4.625	296	0.8758	0.4640	0.8758	0.9359
No log	4.6562	298	0.7616	0.4313	0.7616	0.8727
No log	4.6875	300	0.8218	0.5516	0.8218	0.9065
No log	4.7188	302	0.8274	0.5516	0.8274	0.9096
No log	4.75	304	0.7895	0.4486	0.7895	0.8885
No log	4.7812	306	0.8885	0.4906	0.8885	0.9426
No log	4.8125	308	0.8838	0.4906	0.8838	0.9401
No log	4.8438	310	0.8037	0.5050	0.8037	0.8965
No log	4.875	312	0.7948	0.4966	0.7948	0.8915
No log	4.9062	314	0.7554	0.4610	0.7554	0.8692
No log	4.9375	316	0.7692	0.4721	0.7692	0.8770
No log	4.9688	318	0.8278	0.5209	0.8278	0.9098
No log	5.0	320	0.8652	0.5107	0.8652	0.9302
No log	5.0312	322	0.8407	0.5621	0.8407	0.9169
No log	5.0625	324	0.7843	0.4829	0.7843	0.8856
No log	5.0938	326	0.8218	0.5182	0.8218	0.9065
No log	5.125	328	0.8165	0.4227	0.8165	0.9036
No log	5.1562	330	0.8012	0.4439	0.8012	0.8951
No log	5.1875	332	0.8199	0.4471	0.8199	0.9055
No log	5.2188	334	0.8610	0.4749	0.8610	0.9279
No log	5.25	336	0.8790	0.5017	0.8790	0.9376
No log	5.2812	338	0.8124	0.4842	0.8124	0.9013
No log	5.3125	340	0.7813	0.4918	0.7813	0.8839
No log	5.3438	342	0.7898	0.5501	0.7898	0.8887
No log	5.375	344	0.9097	0.4953	0.9097	0.9538
No log	5.4062	346	1.0700	0.4513	1.0700	1.0344
No log	5.4375	348	1.0100	0.4500	1.0100	1.0050
No log	5.4688	350	0.8230	0.4737	0.8230	0.9072
No log	5.5	352	0.7628	0.4659	0.7628	0.8734
No log	5.5312	354	0.7619	0.4101	0.7619	0.8729
No log	5.5625	356	0.7978	0.4540	0.7978	0.8932
No log	5.5938	358	0.9587	0.5036	0.9587	0.9791
No log	5.625	360	0.9689	0.5237	0.9689	0.9843
No log	5.6562	362	0.9971	0.4668	0.9971	0.9986
No log	5.6875	364	0.8686	0.5432	0.8686	0.9320
No log	5.7188	366	0.7691	0.4804	0.7691	0.8770
No log	5.75	368	0.7664	0.4804	0.7664	0.8754
No log	5.7812	370	0.8045	0.5004	0.8045	0.8969
No log	5.8125	372	0.7440	0.4707	0.7440	0.8626
No log	5.8438	374	0.7207	0.4944	0.7207	0.8490
No log	5.875	376	0.7882	0.4724	0.7882	0.8878
No log	5.9062	378	0.8183	0.5121	0.8183	0.9046
No log	5.9375	380	0.8114	0.4879	0.8114	0.9008
No log	5.9688	382	0.7102	0.4938	0.7102	0.8428
No log	6.0	384	0.6823	0.4923	0.6823	0.8260
No log	6.0312	386	0.6831	0.5247	0.6831	0.8265
No log	6.0625	388	0.6911	0.5247	0.6911	0.8313
No log	6.0938	390	0.7043	0.5030	0.7043	0.8392
No log	6.125	392	0.7533	0.5310	0.7533	0.8679
No log	6.1562	394	0.7445	0.5312	0.7445	0.8628
No log	6.1875	396	0.7271	0.5192	0.7271	0.8527
No log	6.2188	398	0.6967	0.4792	0.6967	0.8347
No log	6.25	400	0.7025	0.5138	0.7025	0.8381
No log	6.2812	402	0.7109	0.4675	0.7109	0.8431
No log	6.3125	404	0.7698	0.4754	0.7698	0.8774
No log	6.3438	406	0.9529	0.5294	0.9529	0.9762
No log	6.375	408	0.9526	0.4705	0.9526	0.9760
No log	6.4062	410	0.7958	0.5023	0.7958	0.8921
No log	6.4375	412	0.6936	0.4995	0.6936	0.8328
No log	6.4688	414	0.7484	0.6099	0.7484	0.8651
No log	6.5	416	0.7276	0.5751	0.7276	0.8530
No log	6.5312	418	0.7142	0.5047	0.7142	0.8451
No log	6.5625	420	0.7512	0.4761	0.7512	0.8667
No log	6.5938	422	0.7442	0.4761	0.7442	0.8627
No log	6.625	424	0.7250	0.4502	0.7250	0.8515
No log	6.6562	426	0.7452	0.4536	0.7452	0.8633
No log	6.6875	428	0.7217	0.4691	0.7217	0.8495
No log	6.7188	430	0.7187	0.4893	0.7187	0.8478
No log	6.75	432	0.7318	0.4033	0.7318	0.8554
No log	6.7812	434	0.7771	0.4242	0.7771	0.8815
No log	6.8125	436	0.8000	0.4249	0.8000	0.8944
No log	6.8438	438	0.8117	0.4763	0.8117	0.9010
No log	6.875	440	0.7717	0.4498	0.7717	0.8785
No log	6.9062	442	0.7295	0.4286	0.7295	0.8541
No log	6.9375	444	0.7276	0.4659	0.7276	0.8530
No log	6.9688	446	0.7531	0.4439	0.7531	0.8678
No log	7.0	448	0.7692	0.4573	0.7692	0.8771
No log	7.0312	450	0.7880	0.4513	0.7880	0.8877
No log	7.0625	452	0.7820	0.4258	0.7820	0.8843
No log	7.0938	454	0.7489	0.4675	0.7489	0.8654
No log	7.125	456	0.7483	0.4455	0.7483	0.8651
No log	7.1562	458	0.7725	0.4258	0.7725	0.8789
No log	7.1875	460	0.8065	0.4671	0.8065	0.8981
No log	7.2188	462	0.7833	0.4175	0.7833	0.8851
No log	7.25	464	0.7450	0.4922	0.7450	0.8631
No log	7.2812	466	0.7382	0.4568	0.7382	0.8592
No log	7.3125	468	0.7350	0.5160	0.7350	0.8573
No log	7.3438	470	0.7430	0.4644	0.7430	0.8620
No log	7.375	472	0.7481	0.4490	0.7481	0.8649
No log	7.4062	474	0.7443	0.4610	0.7443	0.8627
No log	7.4375	476	0.7233	0.4776	0.7233	0.8505
No log	7.4688	478	0.7108	0.4923	0.7108	0.8431
No log	7.5	480	0.7062	0.4941	0.7062	0.8404
No log	7.5312	482	0.8061	0.5530	0.8061	0.8978
No log	7.5625	484	0.9494	0.5556	0.9494	0.9744
No log	7.5938	486	0.9146	0.5546	0.9146	0.9563
No log	7.625	488	0.8243	0.5443	0.8243	0.9079
No log	7.6562	490	0.7634	0.4450	0.7634	0.8737
No log	7.6875	492	0.7795	0.4251	0.7795	0.8829
No log	7.7188	494	0.7956	0.4223	0.7956	0.8920
No log	7.75	496	0.8003	0.4241	0.8003	0.8946
No log	7.7812	498	0.8135	0.4551	0.8135	0.9019
0.2937	7.8125	500	0.8332	0.4087	0.8332	0.9128
0.2937	7.8438	502	0.8027	0.3571	0.8027	0.8959
0.2937	7.875	504	0.7951	0.4869	0.7951	0.8917
0.2937	7.9062	506	0.8379	0.4742	0.8379	0.9154
0.2937	7.9375	508	0.8567	0.4712	0.8567	0.9256
0.2937	7.9688	510	0.8071	0.4742	0.8071	0.8984
0.2937	8.0	512	0.7839	0.3685	0.7839	0.8854
0.2937	8.0312	514	0.8153	0.4363	0.8153	0.9029
0.2937	8.0625	516	0.8031	0.4221	0.8031	0.8962
0.2937	8.0938	518	0.7757	0.4248	0.7757	0.8807
0.2937	8.125	520	0.7701	0.3922	0.7701	0.8776
0.2937	8.1562	522	0.7872	0.4715	0.7872	0.8872
0.2937	8.1875	524	0.7691	0.4595	0.7691	0.8770
0.2937	8.2188	526	0.7256	0.4743	0.7256	0.8518
0.2937	8.25	528	0.7101	0.4691	0.7101	0.8427
0.2937	8.2812	530	0.7105	0.5275	0.7105	0.8429
0.2937	8.3125	532	0.6999	0.5478	0.6999	0.8366
0.2937	8.3438	534	0.6918	0.5478	0.6918	0.8318
0.2937	8.375	536	0.6874	0.5797	0.6874	0.8291
0.2937	8.4062	538	0.7116	0.5450	0.7116	0.8436
0.2937	8.4375	540	0.7303	0.5333	0.7303	0.8546
0.2937	8.4688	542	0.7327	0.4610	0.7327	0.8560
0.2937	8.5	544	0.7140	0.3979	0.7140	0.8450
0.2937	8.5312	546	0.7492	0.5486	0.7492	0.8655
0.2937	8.5625	548	0.8526	0.4640	0.8526	0.9234
0.2937	8.5938	550	0.9014	0.4976	0.9014	0.9494
0.2937	8.625	552	0.8703	0.5645	0.8703	0.9329
0.2937	8.6562	554	0.7950	0.5763	0.7950	0.8916
0.2937	8.6875	556	0.7820	0.5169	0.7820	0.8843
0.2937	8.7188	558	0.7816	0.4941	0.7816	0.8841
0.2937	8.75	560	0.8106	0.5387	0.8106	0.9003
0.2937	8.7812	562	0.7962	0.4847	0.7962	0.8923
0.2937	8.8125	564	0.7653	0.5455	0.7653	0.8748
0.2937	8.8438	566	0.7825	0.3951	0.7825	0.8846
0.2937	8.875	568	0.7975	0.3908	0.7975	0.8930
0.2937	8.9062	570	0.7745	0.4208	0.7745	0.8801
0.2937	8.9375	572	0.7778	0.4746	0.7778	0.8819
0.2937	8.9688	574	0.8038	0.4728	0.8038	0.8965
0.2937	9.0	576	0.8090	0.4526	0.8090	0.8995
0.2937	9.0312	578	0.7833	0.4925	0.7833	0.8850
0.2937	9.0625	580	0.8056	0.4978	0.8056	0.8976
0.2937	9.0938	582	0.8484	0.5212	0.8484	0.9211
0.2937	9.125	584	0.8507	0.4998	0.8507	0.9223
0.2937	9.1562	586	0.8151	0.4109	0.8151	0.9028
0.2937	9.1875	588	0.8267	0.4461	0.8267	0.9092
0.2937	9.2188	590	0.8613	0.4439	0.8613	0.9281
0.2937	9.25	592	0.8770	0.4439	0.8770	0.9365
0.2937	9.2812	594	0.8523	0.4168	0.8523	0.9232
0.2937	9.3125	596	0.8183	0.4327	0.8183	0.9046
0.2937	9.3438	598	0.8288	0.3896	0.8288	0.9104
0.2937	9.375	600	0.8262	0.4235	0.8262	0.9090
0.2937	9.4062	602	0.7864	0.4568	0.7864	0.8868
0.2937	9.4375	604	0.7998	0.4960	0.7998	0.8943
0.2937	9.4688	606	0.8339	0.5144	0.8339	0.9132
0.2937	9.5	608	0.8118	0.5466	0.8118	0.9010
0.2937	9.5312	610	0.7557	0.4676	0.7557	0.8693
0.2937	9.5625	612	0.7755	0.5311	0.7755	0.8807
0.2937	9.5938	614	0.8174	0.5429	0.8174	0.9041
0.2937	9.625	616	0.8170	0.5739	0.8170	0.9039
0.2937	9.6562	618	0.7638	0.4399	0.7638	0.8739
0.2937	9.6875	620	0.7376	0.4219	0.7376	0.8588
0.2937	9.7188	622	0.7212	0.4547	0.7212	0.8492
0.2937	9.75	624	0.7206	0.5232	0.7206	0.8489
0.2937	9.7812	626	0.7178	0.5232	0.7178	0.8472
0.2937	9.8125	628	0.7032	0.5030	0.7032	0.8386
0.2937	9.8438	630	0.7098	0.4745	0.7098	0.8425
0.2937	9.875	632	0.7039	0.5073	0.7039	0.8390
0.2937	9.9062	634	0.6986	0.4855	0.6986	0.8358
0.2937	9.9375	636	0.7207	0.5600	0.7207	0.8490
0.2937	9.9688	638	0.7163	0.5600	0.7163	0.8464
0.2937	10.0	640	0.7155	0.5186	0.7155	0.8458
0.2937	10.0312	642	0.7009	0.4471	0.7009	0.8372
0.2937	10.0625	644	0.6961	0.4807	0.6961	0.8343
0.2937	10.0938	646	0.7145	0.4708	0.7145	0.8453
0.2937	10.125	648	0.7278	0.5108	0.7278	0.8531
0.2937	10.1562	650	0.6919	0.5329	0.6919	0.8318
0.2937	10.1875	652	0.6639	0.5199	0.6639	0.8148
0.2937	10.2188	654	0.6502	0.5199	0.6502	0.8063
0.2937	10.25	656	0.6457	0.5199	0.6457	0.8035
0.2937	10.2812	658	0.6449	0.5905	0.6449	0.8031
0.2937	10.3125	660	0.6409	0.5905	0.6409	0.8006
0.2937	10.3438	662	0.6210	0.5505	0.6210	0.7880
0.2937	10.375	664	0.6142	0.5383	0.6142	0.7837
0.2937	10.4062	666	0.6140	0.5606	0.6140	0.7836
0.2937	10.4375	668	0.6124	0.5606	0.6124	0.7825
0.2937	10.4688	670	0.6102	0.5725	0.6102	0.7812
0.2937	10.5	672	0.6123	0.5618	0.6123	0.7825
0.2937	10.5312	674	0.6038	0.5606	0.6038	0.7770
0.2937	10.5625	676	0.6102	0.5606	0.6102	0.7812
0.2937	10.5938	678	0.6195	0.5396	0.6195	0.7871
0.2937	10.625	680	0.6602	0.6021	0.6602	0.8125
0.2937	10.6562	682	0.7789	0.5770	0.7789	0.8825
0.2937	10.6875	684	0.8098	0.5961	0.8098	0.8999
0.2937	10.7188	686	0.7577	0.5670	0.7577	0.8704
0.2937	10.75	688	0.7138	0.5132	0.7138	0.8448
0.2937	10.7812	690	0.6750	0.5434	0.6750	0.8216
0.2937	10.8125	692	0.6828	0.5204	0.6828	0.8263
0.2937	10.8438	694	0.7038	0.5770	0.7038	0.8389
0.2937	10.875	696	0.7065	0.5222	0.7065	0.8406
0.2937	10.9062	698	0.6803	0.4547	0.6803	0.8248
0.2937	10.9375	700	0.6798	0.4772	0.6798	0.8245
0.2937	10.9688	702	0.6846	0.4772	0.6846	0.8274
0.2937	11.0	704	0.6913	0.5112	0.6913	0.8314
0.2937	11.0312	706	0.6966	0.4772	0.6966	0.8346
0.2937	11.0625	708	0.7231	0.4130	0.7231	0.8503
0.2937	11.0938	710	0.7809	0.5552	0.7809	0.8837
0.2937	11.125	712	0.7751	0.5552	0.7751	0.8804
0.2937	11.1562	714	0.7160	0.4738	0.7160	0.8462
0.2937	11.1875	716	0.6900	0.4794	0.6900	0.8307
0.2937	11.2188	718	0.6860	0.4944	0.6860	0.8283
0.2937	11.25	720	0.6856	0.4975	0.6856	0.8280
0.2937	11.2812	722	0.7172	0.4767	0.7172	0.8469
0.2937	11.3125	724	0.7323	0.4934	0.7323	0.8557
0.2937	11.3438	726	0.6990	0.5235	0.6990	0.8361
0.2937	11.375	728	0.6625	0.5514	0.6625	0.8139
0.2937	11.4062	730	0.6495	0.5514	0.6495	0.8059
0.2937	11.4375	732	0.6396	0.5707	0.6396	0.7997
0.2937	11.4688	734	0.6314	0.5707	0.6314	0.7946
0.2937	11.5	736	0.6390	0.5536	0.6390	0.7993
0.2937	11.5312	738	0.6489	0.5315	0.6489	0.8055
0.2937	11.5625	740	0.6537	0.5428	0.6537	0.8085
0.2937	11.5938	742	0.6537	0.5647	0.6537	0.8085
0.2937	11.625	744	0.6566	0.5809	0.6566	0.8103
0.2937	11.6562	746	0.6596	0.5287	0.6596	0.8121
0.2937	11.6875	748	0.6980	0.5347	0.6980	0.8354
0.2937	11.7188	750	0.7701	0.5359	0.7701	0.8776
0.2937	11.75	752	0.7763	0.5145	0.7763	0.8811
0.2937	11.7812	754	0.7322	0.4671	0.7322	0.8557
0.2937	11.8125	756	0.6910	0.5190	0.6910	0.8313
0.2937	11.8438	758	0.6941	0.5928	0.6941	0.8331
0.2937	11.875	760	0.7017	0.5724	0.7017	0.8377
0.2937	11.9062	762	0.7069	0.5412	0.7069	0.8408
0.2937	11.9375	764	0.7126	0.5084	0.7126	0.8442
0.2937	11.9688	766	0.7113	0.4968	0.7113	0.8434
0.2937	12.0	768	0.7023	0.5182	0.7023	0.8381
0.2937	12.0312	770	0.7006	0.5569	0.7006	0.8370
0.2937	12.0625	772	0.7091	0.5327	0.7091	0.8421
0.2937	12.0938	774	0.7048	0.5632	0.7048	0.8395
0.2937	12.125	776	0.7000	0.5657	0.7000	0.8367
0.2937	12.1562	778	0.7000	0.5275	0.7000	0.8366
0.2937	12.1875	780	0.6970	0.5818	0.6970	0.8348
0.2937	12.2188	782	0.7139	0.6395	0.7139	0.8450
0.2937	12.25	784	0.7595	0.5948	0.7595	0.8715
0.2937	12.2812	786	0.7510	0.5948	0.7510	0.8666
0.2937	12.3125	788	0.7105	0.6025	0.7105	0.8429
0.2937	12.3438	790	0.6606	0.5467	0.6606	0.8128
0.2937	12.375	792	0.6547	0.5943	0.6547	0.8092
0.2937	12.4062	794	0.6630	0.5763	0.6630	0.8143
0.2937	12.4375	796	0.6871	0.5821	0.6871	0.8289
0.2937	12.4688	798	0.6772	0.6063	0.6772	0.8229
0.2937	12.5	800	0.6620	0.5480	0.6620	0.8136
0.2937	12.5312	802	0.6701	0.5659	0.6701	0.8186
0.2937	12.5625	804	0.6895	0.5782	0.6895	0.8304
0.2937	12.5938	806	0.7005	0.5782	0.7005	0.8370
0.2937	12.625	808	0.6713	0.5250	0.6713	0.8193
0.2937	12.6562	810	0.7035	0.5267	0.7035	0.8387
0.2937	12.6875	812	0.7385	0.5746	0.7385	0.8593
0.2937	12.7188	814	0.7066	0.5882	0.7066	0.8406
0.2937	12.75	816	0.6889	0.5161	0.6889	0.8300
0.2937	12.7812	818	0.7626	0.5335	0.7626	0.8733
0.2937	12.8125	820	0.8041	0.5372	0.8041	0.8967
0.2937	12.8438	822	0.8523	0.5271	0.8523	0.9232
0.2937	12.875	824	0.8296	0.5056	0.8296	0.9108
0.2937	12.9062	826	0.7563	0.5997	0.7563	0.8697
0.2937	12.9375	828	0.6769	0.4834	0.6769	0.8227
0.2937	12.9688	830	0.6906	0.5494	0.6906	0.8310
0.2937	13.0	832	0.7397	0.5973	0.7397	0.8601
0.2937	13.0312	834	0.7814	0.6123	0.7814	0.8840
0.2937	13.0625	836	0.7741	0.6123	0.7741	0.8798
0.2937	13.0938	838	0.7495	0.6123	0.7495	0.8657
0.2937	13.125	840	0.7026	0.5973	0.7026	0.8382
0.2937	13.1562	842	0.6559	0.6147	0.6559	0.8098
0.2937	13.1875	844	0.6381	0.5370	0.6381	0.7988
0.2937	13.2188	846	0.6409	0.5530	0.6409	0.8006
0.2937	13.25	848	0.6473	0.6144	0.6473	0.8045
0.2937	13.2812	850	0.6491	0.6022	0.6491	0.8056
0.2937	13.3125	852	0.6607	0.5589	0.6607	0.8129
0.2937	13.3438	854	0.6534	0.6104	0.6534	0.8083
0.2937	13.375	856	0.6650	0.5607	0.6650	0.8155
0.2937	13.4062	858	0.6716	0.5986	0.6716	0.8195
0.2937	13.4375	860	0.6690	0.5690	0.6690	0.8179
0.2937	13.4688	862	0.6873	0.5542	0.6873	0.8290
0.2937	13.5	864	0.7193	0.5355	0.7193	0.8481
0.2937	13.5312	866	0.7101	0.5340	0.7101	0.8427
0.2937	13.5625	868	0.6865	0.5421	0.6865	0.8285
0.2937	13.5938	870	0.6708	0.5735	0.6708	0.8190
0.2937	13.625	872	0.6724	0.5060	0.6724	0.8200
0.2937	13.6562	874	0.6714	0.5188	0.6714	0.8194
0.2937	13.6875	876	0.6696	0.5287	0.6696	0.8183
0.2937	13.7188	878	0.6723	0.5517	0.6723	0.8199
0.2937	13.75	880	0.6818	0.5736	0.6818	0.8257
0.2937	13.7812	882	0.6920	0.6032	0.6920	0.8319
0.2937	13.8125	884	0.7126	0.5815	0.7126	0.8442
0.2937	13.8438	886	0.7362	0.4920	0.7362	0.8580
0.2937	13.875	888	0.7378	0.4686	0.7378	0.8589
0.2937	13.9062	890	0.7057	0.5313	0.7057	0.8401
0.2937	13.9375	892	0.6914	0.4922	0.6914	0.8315
0.2937	13.9688	894	0.7127	0.5648	0.7127	0.8442
0.2937	14.0	896	0.7276	0.5303	0.7276	0.8530
0.2937	14.0312	898	0.7241	0.5238	0.7241	0.8509
0.2937	14.0625	900	0.7260	0.5155	0.7260	0.8521
0.2937	14.0938	902	0.7230	0.4936	0.7230	0.8503
0.2937	14.125	904	0.7267	0.4337	0.7267	0.8525
0.2937	14.1562	906	0.7469	0.4640	0.7469	0.8642
0.2937	14.1875	908	0.7550	0.4472	0.7550	0.8689
0.2937	14.2188	910	0.7617	0.4472	0.7617	0.8727
0.2937	14.25	912	0.7568	0.4321	0.7568	0.8699
0.2937	14.2812	914	0.7531	0.4168	0.7531	0.8678
0.2937	14.3125	916	0.7591	0.4321	0.7591	0.8713
0.2937	14.3438	918	0.7594	0.4286	0.7594	0.8715
0.2937	14.375	920	0.7543	0.4395	0.7543	0.8685
0.2937	14.4062	922	0.7636	0.4630	0.7636	0.8738
0.2937	14.4375	924	0.7716	0.4645	0.7716	0.8784
0.2937	14.4688	926	0.7777	0.3981	0.7777	0.8819
0.2937	14.5	928	0.7696	0.3983	0.7696	0.8773
0.2937	14.5312	930	0.7649	0.3836	0.7649	0.8746
0.2937	14.5625	932	0.7507	0.4428	0.7507	0.8664
0.2937	14.5938	934	0.7393	0.4544	0.7393	0.8598
0.2937	14.625	936	0.7425	0.4082	0.7425	0.8617
0.2937	14.6562	938	0.7462	0.4745	0.7462	0.8638
0.2937	14.6875	940	0.7389	0.4757	0.7389	0.8596
0.2937	14.7188	942	0.7297	0.4645	0.7297	0.8542
0.2937	14.75	944	0.7389	0.4329	0.7389	0.8596
0.2937	14.7812	946	0.7804	0.4672	0.7804	0.8834
0.2937	14.8125	948	0.7748	0.4772	0.7748	0.8802
0.2937	14.8438	950	0.7623	0.4719	0.7623	0.8731
0.2937	14.875	952	0.7473	0.4568	0.7473	0.8644
0.2937	14.9062	954	0.7472	0.4789	0.7472	0.8644
0.2937	14.9375	956	0.7507	0.4531	0.7507	0.8664
0.2937	14.9688	958	0.7466	0.4792	0.7466	0.8641
0.2937	15.0	960	0.7517	0.4208	0.7517	0.8670
0.2937	15.0312	962	0.7417	0.4524	0.7417	0.8612
0.2937	15.0625	964	0.7334	0.4524	0.7334	0.8564
0.2937	15.0938	966	0.7295	0.4524	0.7295	0.8541
0.2937	15.125	968	0.7260	0.4792	0.7260	0.8521
0.2937	15.1562	970	0.7572	0.4130	0.7572	0.8702
0.2937	15.1875	972	0.8083	0.5025	0.8083	0.8990
0.2937	15.2188	974	0.8292	0.5479	0.8292	0.9106
0.2937	15.25	976	0.7896	0.5678	0.7896	0.8886
0.2937	15.2812	978	0.7240	0.4490	0.7240	0.8509
0.2937	15.3125	980	0.7101	0.5024	0.7101	0.8427
0.2937	15.3438	982	0.7058	0.5024	0.7058	0.8401
0.2937	15.375	984	0.7013	0.5248	0.7013	0.8374
0.2937	15.4062	986	0.6961	0.4568	0.6961	0.8343
0.2937	15.4375	988	0.6916	0.4460	0.6916	0.8316
0.2937	15.4688	990	0.6838	0.5149	0.6838	0.8269
0.2937	15.5	992	0.6834	0.5016	0.6834	0.8267
0.2937	15.5312	994	0.6974	0.5463	0.6974	0.8351
0.2937	15.5625	996	0.7097	0.5235	0.7097	0.8424
0.2937	15.5938	998	0.7076	0.4782	0.7076	0.8412
0.0689	15.625	1000	0.7235	0.4368	0.7235	0.8506
0.0689	15.6562	1002	0.7494	0.4720	0.7494	0.8657
0.0689	15.6875	1004	0.7798	0.4970	0.7798	0.8831
0.0689	15.7188	1006	0.7935	0.4976	0.7935	0.8908
0.0689	15.75	1008	0.8046	0.4472	0.8046	0.8970
0.0689	15.7812	1010	0.7883	0.4304	0.7883	0.8879
0.0689	15.8125	1012	0.7745	0.4520	0.7745	0.8801
0.0689	15.8438	1014	0.7649	0.4867	0.7649	0.8746
0.0689	15.875	1016	0.7538	0.4608	0.7538	0.8682
0.0689	15.9062	1018	0.7470	0.4591	0.7470	0.8643
0.0689	15.9375	1020	0.7288	0.4764	0.7288	0.8537
0.0689	15.9688	1022	0.7162	0.4929	0.7162	0.8463
0.0689	16.0	1024	0.7435	0.4874	0.7435	0.8623
0.0689	16.0312	1026	0.8020	0.5565	0.8020	0.8956
0.0689	16.0625	1028	0.8433	0.5661	0.8433	0.9183
0.0689	16.0938	1030	0.8470	0.5552	0.8470	0.9203
0.0689	16.125	1032	0.8442	0.5570	0.8442	0.9188
0.0689	16.1562	1034	0.8290	0.5474	0.8290	0.9105
0.0689	16.1875	1036	0.7965	0.5362	0.7965	0.8925
0.0689	16.2188	1038	0.7464	0.5340	0.7464	0.8639
0.0689	16.25	1040	0.6991	0.4804	0.6991	0.8361
0.0689	16.2812	1042	0.6922	0.5248	0.6922	0.8320
0.0689	16.3125	1044	0.6968	0.4676	0.6968	0.8348
0.0689	16.3438	1046	0.7147	0.4819	0.7147	0.8454
0.0689	16.375	1048	0.7620	0.4439	0.7620	0.8730
0.0689	16.4062	1050	0.8271	0.4939	0.8271	0.9095
0.0689	16.4375	1052	0.8617	0.4609	0.8617	0.9283
0.0689	16.4688	1054	0.8309	0.5024	0.8309	0.9115
0.0689	16.5	1056	0.7724	0.4509	0.7724	0.8789
0.0689	16.5312	1058	0.7635	0.4705	0.7635	0.8738
0.0689	16.5625	1060	0.7718	0.4925	0.7718	0.8785
0.0689	16.5938	1062	0.7752	0.5149	0.7752	0.8804
0.0689	16.625	1064	0.7775	0.4835	0.7775	0.8817
0.0689	16.6562	1066	0.7949	0.4300	0.7949	0.8916
0.0689	16.6875	1068	0.7886	0.3800	0.7886	0.8880
0.0689	16.7188	1070	0.7881	0.4017	0.7881	0.8878
0.0689	16.75	1072	0.7900	0.3933	0.7900	0.8888
0.0689	16.7812	1074	0.7737	0.4313	0.7737	0.8796

Framework versions

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