ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.5199
• Qwk: 0.4839
• Mse: 0.5199
• Rmse: 0.7210

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	0.025	2	2.5813	-0.1089	2.5813	1.6067
No log	0.05	4	1.2730	0.0679	1.2730	1.1283
No log	0.075	6	1.1207	-0.1459	1.1207	1.0586
No log	0.1	8	1.1674	0.0784	1.1674	1.0805
No log	0.125	10	0.8484	0.1452	0.8484	0.9211
No log	0.15	12	0.7544	0.2807	0.7544	0.8686
No log	0.175	14	0.8463	0.3180	0.8463	0.9199
No log	0.2	16	0.6659	0.2842	0.6659	0.8160
No log	0.225	18	0.6220	0.3808	0.6220	0.7887
No log	0.25	20	0.6173	0.4354	0.6173	0.7857
No log	0.275	22	0.7216	0.3754	0.7216	0.8495
No log	0.3	24	1.1289	0.2439	1.1289	1.0625
No log	0.325	26	1.2275	0.1663	1.2275	1.1079
No log	0.35	28	0.9570	0.2516	0.9570	0.9783
No log	0.375	30	0.5809	0.3416	0.5809	0.7622
No log	0.4	32	0.6166	0.3673	0.6166	0.7852
No log	0.425	34	0.5726	0.4420	0.5726	0.7567
No log	0.45	36	0.5814	0.3426	0.5814	0.7625
No log	0.475	38	0.7513	0.4193	0.7513	0.8668
No log	0.5	40	0.9269	0.3003	0.9269	0.9627
No log	0.525	42	0.9421	0.3003	0.9421	0.9706
No log	0.55	44	0.8447	0.3663	0.8447	0.9191
No log	0.575	46	0.6612	0.3506	0.6612	0.8131
No log	0.6	48	0.5867	0.4212	0.5867	0.7659
No log	0.625	50	0.5979	0.4212	0.5979	0.7732
No log	0.65	52	0.6009	0.2374	0.6009	0.7751
No log	0.675	54	0.7374	0.3201	0.7374	0.8587
No log	0.7	56	0.7888	0.2846	0.7888	0.8881
No log	0.725	58	0.7270	0.3216	0.7270	0.8526
No log	0.75	60	0.6721	0.2822	0.6721	0.8198
No log	0.775	62	0.6542	0.2713	0.6542	0.8088
No log	0.8	64	0.6507	0.3072	0.6507	0.8066
No log	0.825	66	0.6590	0.3416	0.6590	0.8118
No log	0.85	68	0.7260	0.3664	0.7260	0.8521
No log	0.875	70	0.8577	0.3009	0.8577	0.9261
No log	0.9	72	0.8710	0.2626	0.8710	0.9333
No log	0.925	74	0.7466	0.3857	0.7466	0.8641
No log	0.95	76	0.6578	0.2852	0.6578	0.8111
No log	0.975	78	0.7494	0.3562	0.7494	0.8657
No log	1.0	80	0.6644	0.3940	0.6644	0.8151
No log	1.025	82	0.5827	0.3920	0.5827	0.7634
No log	1.05	84	0.6961	0.3719	0.6961	0.8343
No log	1.075	86	0.9518	0.2873	0.9518	0.9756
No log	1.1	88	1.0176	0.2770	1.0176	1.0088
No log	1.125	90	0.8992	0.2222	0.8992	0.9482
No log	1.15	92	0.6800	0.2675	0.6800	0.8246
No log	1.175	94	0.6101	0.2963	0.6101	0.7811
No log	1.2	96	0.6292	0.4015	0.6292	0.7933
No log	1.225	98	0.6316	0.3039	0.6316	0.7948
No log	1.25	100	0.7194	0.2361	0.7194	0.8482
No log	1.275	102	0.8508	0.2914	0.8508	0.9224
No log	1.3	104	0.9072	0.1910	0.9072	0.9524
No log	1.325	106	0.9311	0.2081	0.9311	0.9649
No log	1.35	108	0.9078	0.2603	0.9078	0.9528
No log	1.375	110	0.9915	0.1765	0.9915	0.9958
No log	1.4	112	0.9463	0.2081	0.9463	0.9728
No log	1.425	114	0.7982	0.3470	0.7982	0.8934
No log	1.45	116	0.7650	0.3347	0.7650	0.8746
No log	1.475	118	0.7528	0.4	0.7528	0.8677
No log	1.5	120	0.7329	0.2884	0.7329	0.8561
No log	1.525	122	0.7314	0.3385	0.7314	0.8552
No log	1.55	124	0.7499	0.3416	0.7499	0.8659
No log	1.575	126	0.7560	0.3243	0.7560	0.8695
No log	1.6	128	0.7342	0.3385	0.7342	0.8568
No log	1.625	130	0.7287	0.2007	0.7287	0.8537
No log	1.65	132	0.7267	0.1752	0.7267	0.8525
No log	1.675	134	0.7330	0.2509	0.7330	0.8561
No log	1.7	136	0.7619	0.3229	0.7619	0.8729
No log	1.725	138	0.7618	0.2978	0.7618	0.8728
No log	1.75	140	0.7733	0.3457	0.7733	0.8794
No log	1.775	142	0.8143	0.3341	0.8143	0.9024
No log	1.8	144	0.7900	0.3793	0.7900	0.8888
No log	1.825	146	0.7533	0.4024	0.7533	0.8679
No log	1.85	148	0.7288	0.4444	0.7288	0.8537
No log	1.875	150	0.6675	0.4422	0.6675	0.8170
No log	1.9	152	0.6611	0.3007	0.6611	0.8131
No log	1.925	154	0.6776	0.3325	0.6776	0.8232
No log	1.95	156	0.6705	0.4923	0.6705	0.8189
No log	1.975	158	0.7657	0.4410	0.7657	0.8751
No log	2.0	160	0.8610	0.3527	0.8610	0.9279
No log	2.025	162	0.8342	0.4186	0.8342	0.9134
No log	2.05	164	0.6758	0.3784	0.6758	0.8221
No log	2.075	166	0.5748	0.4970	0.5748	0.7582
No log	2.1	168	0.5641	0.5161	0.5641	0.7510
No log	2.125	170	0.5694	0.4186	0.5694	0.7546
No log	2.15	172	0.5962	0.3779	0.5962	0.7721
No log	2.175	174	0.5775	0.4802	0.5775	0.7599
No log	2.2	176	0.5570	0.4849	0.5570	0.7463
No log	2.225	178	0.5753	0.4066	0.5753	0.7585
No log	2.25	180	0.5732	0.4066	0.5732	0.7571
No log	2.275	182	0.5936	0.4261	0.5936	0.7704
No log	2.3	184	0.6109	0.3364	0.6109	0.7816
No log	2.325	186	0.5602	0.4480	0.5602	0.7484
No log	2.35	188	0.5491	0.4595	0.5491	0.7410
No log	2.375	190	0.5446	0.5521	0.5446	0.7380
No log	2.4	192	0.5542	0.5079	0.5542	0.7445
No log	2.425	194	0.6547	0.3962	0.6547	0.8091
No log	2.45	196	0.8057	0.3522	0.8057	0.8976
No log	2.475	198	0.8548	0.3689	0.8548	0.9246
No log	2.5	200	0.8603	0.3195	0.8603	0.9275
No log	2.525	202	0.8728	0.3195	0.8728	0.9343
No log	2.55	204	0.8152	0.3398	0.8152	0.9029
No log	2.575	206	0.6684	0.3941	0.6684	0.8176
No log	2.6	208	0.6453	0.4499	0.6453	0.8033
No log	2.625	210	0.6591	0.3988	0.6591	0.8118
No log	2.65	212	0.7377	0.3787	0.7377	0.8589
No log	2.675	214	0.8186	0.4159	0.8186	0.9047
No log	2.7	216	0.8015	0.4159	0.8015	0.8953
No log	2.725	218	0.6872	0.4179	0.6872	0.8290
No log	2.75	220	0.6331	0.4391	0.6331	0.7957
No log	2.775	222	0.6305	0.5232	0.6305	0.7940
No log	2.8	224	0.6247	0.4825	0.6247	0.7904
No log	2.825	226	0.6334	0.4832	0.6334	0.7959
No log	2.85	228	0.6853	0.4160	0.6853	0.8278
No log	2.875	230	0.6697	0.5274	0.6697	0.8183
No log	2.9	232	0.6729	0.5195	0.6729	0.8203
No log	2.925	234	0.6655	0.4450	0.6655	0.8158
No log	2.95	236	0.6851	0.4562	0.6851	0.8277
No log	2.975	238	0.7714	0.4298	0.7714	0.8783
No log	3.0	240	0.7807	0.4298	0.7807	0.8836
No log	3.025	242	0.6833	0.4580	0.6833	0.8266
No log	3.05	244	0.6195	0.5125	0.6195	0.7871
No log	3.075	246	0.7132	0.4031	0.7132	0.8445
No log	3.1	248	0.7957	0.4045	0.7957	0.8920
No log	3.125	250	0.6935	0.4587	0.6935	0.8327
No log	3.15	252	0.6292	0.4555	0.6292	0.7932
No log	3.175	254	0.7336	0.4084	0.7336	0.8565
No log	3.2	256	0.7830	0.3951	0.7830	0.8849
No log	3.225	258	0.7323	0.4444	0.7323	0.8558
No log	3.25	260	0.6530	0.3201	0.6530	0.8081
No log	3.275	262	0.6689	0.3966	0.6689	0.8178
No log	3.3	264	0.8557	0.3183	0.8557	0.9250
No log	3.325	266	1.0543	0.3464	1.0543	1.0268
No log	3.35	268	0.9593	0.3607	0.9593	0.9795
No log	3.375	270	0.7947	0.4774	0.7947	0.8915
No log	3.4	272	0.7872	0.4014	0.7872	0.8873
No log	3.425	274	0.9598	0.3958	0.9598	0.9797
No log	3.45	276	0.9804	0.3614	0.9804	0.9901
No log	3.475	278	0.8687	0.3650	0.8687	0.9321
No log	3.5	280	0.7182	0.3433	0.7182	0.8475
No log	3.525	282	0.7246	0.2877	0.7246	0.8512
No log	3.55	284	0.7719	0.3770	0.7719	0.8786
No log	3.575	286	0.7541	0.3843	0.7541	0.8684
No log	3.6	288	0.6727	0.2407	0.6727	0.8202
No log	3.625	290	0.6528	0.3679	0.6528	0.8080
No log	3.65	292	0.6944	0.3988	0.6944	0.8333
No log	3.675	294	0.7037	0.4160	0.7037	0.8389
No log	3.7	296	0.6831	0.3967	0.6831	0.8265
No log	3.725	298	0.6641	0.3785	0.6641	0.8149
No log	3.75	300	0.6488	0.3581	0.6488	0.8055
No log	3.775	302	0.6742	0.4532	0.6742	0.8211
No log	3.8	304	0.6799	0.4321	0.6799	0.8246
No log	3.825	306	0.6411	0.4955	0.6411	0.8007
No log	3.85	308	0.6812	0.4091	0.6812	0.8253
No log	3.875	310	0.7475	0.4392	0.7475	0.8646
No log	3.9	312	0.7909	0.4618	0.7909	0.8893
No log	3.925	314	0.7423	0.4723	0.7423	0.8616
No log	3.95	316	0.6673	0.4492	0.6673	0.8169
No log	3.975	318	0.6314	0.4221	0.6314	0.7946
No log	4.0	320	0.6280	0.4051	0.6280	0.7925
No log	4.025	322	0.6309	0.4160	0.6309	0.7943
No log	4.05	324	0.6497	0.3331	0.6497	0.8060
No log	4.075	326	0.6667	0.3025	0.6667	0.8165
No log	4.1	328	0.6481	0.3906	0.6481	0.8051
No log	4.125	330	0.6282	0.4052	0.6282	0.7926
No log	4.15	332	0.6266	0.3474	0.6266	0.7916
No log	4.175	334	0.6271	0.3258	0.6271	0.7919
No log	4.2	336	0.6313	0.2916	0.6313	0.7945
No log	4.225	338	0.6405	0.3373	0.6405	0.8003
No log	4.25	340	0.6360	0.3958	0.6360	0.7975
No log	4.275	342	0.6373	0.4358	0.6373	0.7983
No log	4.3	344	0.6696	0.3864	0.6696	0.8183
No log	4.325	346	0.6763	0.3746	0.6763	0.8224
No log	4.35	348	0.6584	0.4211	0.6584	0.8114
No log	4.375	350	0.6647	0.4010	0.6647	0.8153
No log	4.4	352	0.6811	0.4717	0.6811	0.8253
No log	4.425	354	0.7365	0.3776	0.7365	0.8582
No log	4.45	356	0.7136	0.3914	0.7136	0.8447
No log	4.475	358	0.6448	0.4975	0.6448	0.8030
No log	4.5	360	0.6361	0.4848	0.6361	0.7975
No log	4.525	362	0.6429	0.5460	0.6429	0.8018
No log	4.55	364	0.7381	0.4036	0.7381	0.8591
No log	4.575	366	0.8241	0.3473	0.8241	0.9078
No log	4.6	368	0.7858	0.3562	0.7858	0.8865
No log	4.625	370	0.6691	0.5032	0.6691	0.8180
No log	4.65	372	0.6651	0.3355	0.6651	0.8155
No log	4.675	374	0.7097	0.3999	0.7097	0.8424
No log	4.7	376	0.6848	0.3999	0.6848	0.8275
No log	4.725	378	0.6448	0.3902	0.6448	0.8030
No log	4.75	380	0.6761	0.4301	0.6761	0.8223
No log	4.775	382	0.7505	0.3963	0.7505	0.8663
No log	4.8	384	0.7707	0.3256	0.7707	0.8779
No log	4.825	386	0.7055	0.3519	0.7055	0.8400
No log	4.85	388	0.6571	0.4292	0.6571	0.8106
No log	4.875	390	0.6208	0.4322	0.6208	0.7879
No log	4.9	392	0.6346	0.4066	0.6346	0.7966
No log	4.925	394	0.6977	0.4391	0.6977	0.8353
No log	4.95	396	0.6880	0.4391	0.6880	0.8295
No log	4.975	398	0.6325	0.4210	0.6325	0.7953
No log	5.0	400	0.6193	0.4444	0.6193	0.7870
No log	5.025	402	0.5914	0.5607	0.5914	0.7690
No log	5.05	404	0.5539	0.5234	0.5539	0.7443
No log	5.075	406	0.5311	0.5875	0.5311	0.7287
No log	5.1	408	0.5241	0.5390	0.5241	0.7239
No log	5.125	410	0.5500	0.5368	0.5500	0.7416
No log	5.15	412	0.5401	0.4737	0.5401	0.7349
No log	5.175	414	0.5062	0.5028	0.5062	0.7115
No log	5.2	416	0.4987	0.4885	0.4987	0.7062
No log	5.225	418	0.5062	0.5580	0.5062	0.7115
No log	5.25	420	0.5337	0.5919	0.5337	0.7306
No log	5.275	422	0.5767	0.5421	0.5767	0.7594
No log	5.3	424	0.5657	0.5780	0.5657	0.7521
No log	5.325	426	0.5607	0.5780	0.5607	0.7488
No log	5.35	428	0.5464	0.5701	0.5464	0.7392
No log	5.375	430	0.5582	0.5780	0.5582	0.7472
No log	5.4	432	0.5380	0.5780	0.5380	0.7335
No log	5.425	434	0.5308	0.5991	0.5308	0.7286
No log	5.45	436	0.5356	0.5596	0.5356	0.7318
No log	5.475	438	0.5405	0.5596	0.5405	0.7352
No log	5.5	440	0.5587	0.4480	0.5587	0.7474
No log	5.525	442	0.5972	0.4892	0.5972	0.7728
No log	5.55	444	0.6509	0.4794	0.6509	0.8068
No log	5.575	446	0.6714	0.4794	0.6714	0.8194
No log	5.6	448	0.5943	0.4463	0.5943	0.7709
No log	5.625	450	0.5352	0.4703	0.5352	0.7315
No log	5.65	452	0.5462	0.5437	0.5462	0.7390
No log	5.675	454	0.5534	0.5597	0.5534	0.7439
No log	5.7	456	0.5315	0.5693	0.5315	0.7290
No log	5.725	458	0.5476	0.3509	0.5476	0.7400
No log	5.75	460	0.5815	0.4507	0.5815	0.7626
No log	5.775	462	0.6405	0.4909	0.6405	0.8003
No log	5.8	464	0.6450	0.4909	0.6450	0.8031
No log	5.825	466	0.6035	0.5567	0.6035	0.7768
No log	5.85	468	0.5853	0.4367	0.5853	0.7650
No log	5.875	470	0.5867	0.4478	0.5867	0.7659
No log	5.9	472	0.5918	0.4253	0.5918	0.7693
No log	5.925	474	0.5942	0.4149	0.5942	0.7708
No log	5.95	476	0.5965	0.4149	0.5965	0.7723
No log	5.975	478	0.5984	0.4697	0.5984	0.7735
No log	6.0	480	0.5992	0.4782	0.5992	0.7741
No log	6.025	482	0.5869	0.4575	0.5869	0.7661
No log	6.05	484	0.5757	0.4497	0.5757	0.7587
No log	6.075	486	0.5971	0.5106	0.5971	0.7727
No log	6.1	488	0.6048	0.5106	0.6048	0.7777
No log	6.125	490	0.5772	0.4672	0.5772	0.7597
No log	6.15	492	0.5426	0.4012	0.5426	0.7366
No log	6.175	494	0.5360	0.3729	0.5360	0.7321
No log	6.2	496	0.5383	0.4012	0.5383	0.7337
No log	6.225	498	0.5340	0.3729	0.5340	0.7308
0.3419	6.25	500	0.5306	0.3780	0.5306	0.7284
0.3419	6.275	502	0.5298	0.3780	0.5298	0.7279
0.3419	6.3	504	0.5351	0.4012	0.5351	0.7315
0.3419	6.325	506	0.5588	0.4850	0.5588	0.7475
0.3419	6.35	508	0.5816	0.4463	0.5816	0.7627
0.3419	6.375	510	0.5882	0.5046	0.5882	0.7670
0.3419	6.4	512	0.5985	0.5046	0.5985	0.7736
0.3419	6.425	514	0.5712	0.4892	0.5712	0.7558
0.3419	6.45	516	0.5460	0.5014	0.5460	0.7389
0.3419	6.475	518	0.5438	0.5014	0.5438	0.7374
0.3419	6.5	520	0.5847	0.4987	0.5847	0.7647
0.3419	6.525	522	0.6330	0.5003	0.6330	0.7956
0.3419	6.55	524	0.6397	0.4635	0.6397	0.7998
0.3419	6.575	526	0.6263	0.5131	0.6263	0.7914
0.3419	6.6	528	0.6709	0.4768	0.6709	0.8191
0.3419	6.625	530	0.7197	0.4573	0.7197	0.8483
0.3419	6.65	532	0.7005	0.4573	0.7005	0.8370
0.3419	6.675	534	0.6039	0.4971	0.6039	0.7771
0.3419	6.7	536	0.5268	0.5607	0.5268	0.7258
0.3419	6.725	538	0.5097	0.5970	0.5097	0.7139
0.3419	6.75	540	0.5192	0.4942	0.5192	0.7205
0.3419	6.775	542	0.5499	0.4315	0.5499	0.7416
0.3419	6.8	544	0.5964	0.4562	0.5964	0.7723
0.3419	6.825	546	0.5965	0.4778	0.5965	0.7723
0.3419	6.85	548	0.5916	0.4778	0.5916	0.7691
0.3419	6.875	550	0.6129	0.4987	0.6129	0.7829
0.3419	6.9	552	0.6297	0.4930	0.6297	0.7935
0.3419	6.925	554	0.6278	0.4987	0.6278	0.7923
0.3419	6.95	556	0.6300	0.4987	0.6300	0.7937
0.3419	6.975	558	0.6524	0.4811	0.6524	0.8077
0.3419	7.0	560	0.6070	0.4778	0.6070	0.7791
0.3419	7.025	562	0.5641	0.4952	0.5641	0.7510
0.3419	7.05	564	0.5445	0.4614	0.5445	0.7379
0.3419	7.075	566	0.5439	0.5078	0.5439	0.7375
0.3419	7.1	568	0.5782	0.5106	0.5782	0.7604
0.3419	7.125	570	0.6173	0.4377	0.6173	0.7857
0.3419	7.15	572	0.6193	0.4377	0.6193	0.7869
0.3419	7.175	574	0.5926	0.4429	0.5926	0.7698
0.3419	7.2	576	0.6034	0.4429	0.6034	0.7768
0.3419	7.225	578	0.5945	0.4429	0.5945	0.7710
0.3419	7.25	580	0.5425	0.4913	0.5425	0.7366
0.3419	7.275	582	0.5125	0.5915	0.5125	0.7159
0.3419	7.3	584	0.5068	0.5915	0.5068	0.7119
0.3419	7.325	586	0.5251	0.6047	0.5251	0.7247
0.3419	7.35	588	0.6303	0.4778	0.6303	0.7939
0.3419	7.375	590	0.7260	0.5073	0.7260	0.8520
0.3419	7.4	592	0.7150	0.5073	0.7150	0.8456
0.3419	7.425	594	0.6086	0.4778	0.6086	0.7801
0.3419	7.45	596	0.5245	0.6259	0.5245	0.7242
0.3419	7.475	598	0.5219	0.6156	0.5219	0.7224
0.3419	7.5	600	0.5287	0.6235	0.5287	0.7271
0.3419	7.525	602	0.5332	0.6034	0.5332	0.7302
0.3419	7.55	604	0.5604	0.4952	0.5604	0.7486
0.3419	7.575	606	0.5948	0.4778	0.5948	0.7712
0.3419	7.6	608	0.6131	0.4778	0.6131	0.7830
0.3419	7.625	610	0.6022	0.5106	0.6022	0.7760
0.3419	7.65	612	0.5637	0.4849	0.5637	0.7508
0.3419	7.675	614	0.5421	0.5619	0.5421	0.7363
0.3419	7.7	616	0.5337	0.5692	0.5337	0.7305
0.3419	7.725	618	0.5374	0.5009	0.5374	0.7331
0.3419	7.75	620	0.5576	0.4614	0.5576	0.7467
0.3419	7.775	622	0.5682	0.4850	0.5682	0.7538
0.3419	7.8	624	0.5435	0.4737	0.5435	0.7372
0.3419	7.825	626	0.5264	0.5302	0.5264	0.7256
0.3419	7.85	628	0.5224	0.5722	0.5224	0.7227
0.3419	7.875	630	0.5360	0.5868	0.5360	0.7322
0.3419	7.9	632	0.5542	0.6156	0.5542	0.7445
0.3419	7.925	634	0.5409	0.5663	0.5409	0.7355
0.3419	7.95	636	0.5379	0.5854	0.5379	0.7334
0.3419	7.975	638	0.5420	0.5854	0.5420	0.7362
0.3419	8.0	640	0.5363	0.6313	0.5363	0.7323
0.3419	8.025	642	0.5467	0.6223	0.5467	0.7394
0.3419	8.05	644	0.5901	0.5013	0.5901	0.7682
0.3419	8.075	646	0.6250	0.5116	0.6250	0.7906
0.3419	8.1	648	0.6153	0.5175	0.6153	0.7844
0.3419	8.125	650	0.6290	0.5058	0.6290	0.7931
0.3419	8.15	652	0.6471	0.4874	0.6471	0.8044
0.3419	8.175	654	0.6122	0.4971	0.6122	0.7824
0.3419	8.2	656	0.6104	0.4971	0.6104	0.7813
0.3419	8.225	658	0.5788	0.5152	0.5788	0.7608
0.3419	8.25	660	0.5479	0.5483	0.5479	0.7402
0.3419	8.275	662	0.5613	0.5498	0.5613	0.7492
0.3419	8.3	664	0.6126	0.4527	0.6126	0.7827
0.3419	8.325	666	0.6961	0.4562	0.6961	0.8343
0.3419	8.35	668	0.7396	0.4364	0.7396	0.8600
0.3419	8.375	670	0.6964	0.4364	0.6964	0.8345
0.3419	8.4	672	0.5984	0.4580	0.5984	0.7735
0.3419	8.425	674	0.5341	0.5352	0.5341	0.7308
0.3419	8.45	676	0.5273	0.4655	0.5273	0.7261
0.3419	8.475	678	0.5421	0.5352	0.5421	0.7363
0.3419	8.5	680	0.5461	0.5569	0.5461	0.7390
0.3419	8.525	682	0.5366	0.5569	0.5366	0.7325
0.3419	8.55	684	0.5440	0.5569	0.5440	0.7376
0.3419	8.575	686	0.5462	0.5569	0.5462	0.7391
0.3419	8.6	688	0.5525	0.5569	0.5525	0.7433
0.3419	8.625	690	0.5842	0.5168	0.5842	0.7643
0.3419	8.65	692	0.5863	0.5168	0.5863	0.7657
0.3419	8.675	694	0.5699	0.5363	0.5699	0.7549
0.3419	8.7	696	0.5429	0.5498	0.5429	0.7368
0.3419	8.725	698	0.5242	0.5554	0.5242	0.7240
0.3419	8.75	700	0.5074	0.4762	0.5074	0.7123
0.3419	8.775	702	0.5134	0.4505	0.5134	0.7165
0.3419	8.8	704	0.5141	0.4240	0.5141	0.7170
0.3419	8.825	706	0.5169	0.4762	0.5169	0.7190
0.3419	8.85	708	0.5252	0.4942	0.5252	0.7247
0.3419	8.875	710	0.5268	0.4942	0.5268	0.7258
0.3419	8.9	712	0.5229	0.4044	0.5229	0.7231
0.3419	8.925	714	0.5345	0.4717	0.5345	0.7311
0.3419	8.95	716	0.5672	0.4028	0.5672	0.7531
0.3419	8.975	718	0.5961	0.3477	0.5961	0.7721
0.3419	9.0	720	0.5677	0.4293	0.5677	0.7535
0.3419	9.025	722	0.5278	0.4717	0.5278	0.7265
0.3419	9.05	724	0.5207	0.4717	0.5207	0.7216
0.3419	9.075	726	0.5365	0.5195	0.5365	0.7325
0.3419	9.1	728	0.5715	0.5112	0.5715	0.7560
0.3419	9.125	730	0.5993	0.4671	0.5993	0.7741
0.3419	9.15	732	0.6157	0.3661	0.6157	0.7847
0.3419	9.175	734	0.5724	0.4174	0.5724	0.7566
0.3419	9.2	736	0.5160	0.4492	0.5160	0.7183
0.3419	9.225	738	0.5003	0.4402	0.5003	0.7073
0.3419	9.25	740	0.5084	0.5152	0.5084	0.7130
0.3419	9.275	742	0.5646	0.5706	0.5646	0.7514
0.3419	9.3	744	0.6579	0.5190	0.6579	0.8111
0.3419	9.325	746	0.6865	0.5387	0.6865	0.8286
0.3419	9.35	748	0.6261	0.5251	0.6261	0.7913
0.3419	9.375	750	0.5631	0.5895	0.5631	0.7504
0.3419	9.4	752	0.5182	0.5538	0.5182	0.7199
0.3419	9.425	754	0.5030	0.5390	0.5030	0.7093
0.3419	9.45	756	0.5051	0.5178	0.5051	0.7107
0.3419	9.475	758	0.5441	0.5498	0.5441	0.7376
0.3419	9.5	760	0.6289	0.5048	0.6289	0.7930
0.3419	9.525	762	0.6997	0.3579	0.6997	0.8365
0.3419	9.55	764	0.7584	0.3461	0.7584	0.8708
0.3419	9.575	766	0.7718	0.3461	0.7718	0.8785
0.3419	9.6	768	0.6794	0.4327	0.6794	0.8243
0.3419	9.625	770	0.5988	0.5298	0.5988	0.7738
0.3419	9.65	772	0.6046	0.5298	0.6046	0.7776
0.3419	9.675	774	0.6826	0.4930	0.6826	0.8262
0.3419	9.7	776	0.7540	0.4635	0.7540	0.8683
0.3419	9.725	778	0.7713	0.4836	0.7713	0.8782
0.3419	9.75	780	0.7305	0.4821	0.7305	0.8547
0.3419	9.775	782	0.6266	0.5298	0.6266	0.7916
0.3419	9.8	784	0.5479	0.5483	0.5479	0.7402
0.3419	9.825	786	0.5416	0.5217	0.5416	0.7359
0.3419	9.85	788	0.5372	0.4232	0.5372	0.7329
0.3419	9.875	790	0.5341	0.5554	0.5341	0.7308
0.3419	9.9	792	0.5381	0.5554	0.5381	0.7335
0.3419	9.925	794	0.5575	0.5483	0.5575	0.7466
0.3419	9.95	796	0.5715	0.5090	0.5715	0.7560
0.3419	9.975	798	0.5647	0.4935	0.5647	0.7515
0.3419	10.0	800	0.5501	0.5554	0.5501	0.7417
0.3419	10.025	802	0.5392	0.5406	0.5392	0.7343
0.3419	10.05	804	0.5425	0.4960	0.5425	0.7366
0.3419	10.075	806	0.5519	0.4895	0.5519	0.7429
0.3419	10.1	808	0.5701	0.4913	0.5701	0.7551
0.3419	10.125	810	0.6033	0.4747	0.6033	0.7767
0.3419	10.15	812	0.6239	0.4969	0.6239	0.7899
0.3419	10.175	814	0.5970	0.4969	0.5970	0.7727
0.3419	10.2	816	0.5501	0.5335	0.5501	0.7417
0.3419	10.225	818	0.5430	0.4738	0.5430	0.7369
0.3419	10.25	820	0.5593	0.5123	0.5593	0.7479
0.3419	10.275	822	0.5503	0.4726	0.5503	0.7418
0.3419	10.3	824	0.5337	0.4878	0.5337	0.7306
0.3419	10.325	826	0.5420	0.4717	0.5420	0.7362
0.3419	10.35	828	0.5668	0.5283	0.5668	0.7528
0.3419	10.375	830	0.5763	0.5299	0.5763	0.7591
0.3419	10.4	832	0.5659	0.4832	0.5659	0.7523
0.3419	10.425	834	0.5662	0.4832	0.5662	0.7525
0.3419	10.45	836	0.5715	0.5044	0.5715	0.7560
0.3419	10.475	838	0.5773	0.4832	0.5773	0.7598
0.3419	10.5	840	0.5694	0.5110	0.5694	0.7546
0.3419	10.525	842	0.5681	0.5178	0.5681	0.7537
0.3419	10.55	844	0.5656	0.4829	0.5656	0.7520
0.3419	10.575	846	0.5765	0.5302	0.5765	0.7592
0.3419	10.6	848	0.5910	0.4895	0.5910	0.7688
0.3419	10.625	850	0.6166	0.4789	0.6166	0.7852
0.3419	10.65	852	0.6800	0.3892	0.6800	0.8246
0.3419	10.675	854	0.7477	0.3477	0.7477	0.8647
0.3419	10.7	856	0.7269	0.3516	0.7269	0.8526
0.3419	10.725	858	0.6289	0.3829	0.6289	0.7930
0.3419	10.75	860	0.5782	0.4611	0.5782	0.7604
0.3419	10.775	862	0.5707	0.4345	0.5707	0.7555
0.3419	10.8	864	0.5707	0.5117	0.5707	0.7554
0.3419	10.825	866	0.5872	0.5046	0.5872	0.7663
0.3419	10.85	868	0.6060	0.4979	0.6060	0.7785
0.3419	10.875	870	0.6123	0.4729	0.6123	0.7825
0.3419	10.9	872	0.5882	0.5144	0.5882	0.7670
0.3419	10.925	874	0.5706	0.5352	0.5706	0.7554
0.3419	10.95	876	0.5691	0.5283	0.5691	0.7544
0.3419	10.975	878	0.5704	0.5283	0.5704	0.7553
0.3419	11.0	880	0.5753	0.5152	0.5753	0.7585
0.3419	11.025	882	0.5706	0.5498	0.5706	0.7554
0.3419	11.05	884	0.5775	0.5498	0.5775	0.7600
0.3419	11.075	886	0.5568	0.5479	0.5568	0.7462
0.3419	11.1	888	0.5440	0.5555	0.5440	0.7376
0.3419	11.125	890	0.5377	0.4923	0.5377	0.7333
0.3419	11.15	892	0.5407	0.4657	0.5407	0.7353
0.3419	11.175	894	0.5519	0.4678	0.5519	0.7429
0.3419	11.2	896	0.5591	0.4678	0.5591	0.7477
0.3419	11.225	898	0.5721	0.5250	0.5721	0.7563
0.3419	11.25	900	0.5807	0.5765	0.5807	0.7620
0.3419	11.275	902	0.5808	0.5348	0.5808	0.7621
0.3419	11.3	904	0.5971	0.5152	0.5971	0.7727
0.3419	11.325	906	0.6090	0.4952	0.6090	0.7804
0.3419	11.35	908	0.6380	0.5168	0.6380	0.7987
0.3419	11.375	910	0.6353	0.4834	0.6353	0.7971
0.3419	11.4	912	0.5944	0.5152	0.5944	0.7710
0.3419	11.425	914	0.5770	0.5152	0.5770	0.7596
0.3419	11.45	916	0.5667	0.5692	0.5667	0.7528
0.3419	11.475	918	0.5682	0.5642	0.5682	0.7538
0.3419	11.5	920	0.5828	0.5152	0.5828	0.7634
0.3419	11.525	922	0.5924	0.4952	0.5924	0.7697
0.3419	11.55	924	0.5984	0.5299	0.5984	0.7735
0.3419	11.575	926	0.5904	0.5299	0.5904	0.7684
0.3419	11.6	928	0.5631	0.5438	0.5631	0.7504
0.3419	11.625	930	0.5378	0.5098	0.5378	0.7334
0.3419	11.65	932	0.5269	0.4634	0.5269	0.7259
0.3419	11.675	934	0.5266	0.4878	0.5266	0.7256
0.3419	11.7	936	0.5292	0.5098	0.5292	0.7275
0.3419	11.725	938	0.5585	0.5498	0.5585	0.7473
0.3419	11.75	940	0.5980	0.5168	0.5980	0.7733
0.3419	11.775	942	0.5890	0.5299	0.5890	0.7675
0.3419	11.8	944	0.5813	0.5212	0.5813	0.7625
0.3419	11.825	946	0.5629	0.4345	0.5629	0.7503
0.3419	11.85	948	0.5438	0.4515	0.5438	0.7374
0.3419	11.875	950	0.5476	0.4585	0.5476	0.7400
0.3419	11.9	952	0.5462	0.4515	0.5462	0.7390
0.3419	11.925	954	0.5445	0.4186	0.5445	0.7379
0.3419	11.95	956	0.5443	0.4186	0.5443	0.7378
0.3419	11.975	958	0.5470	0.4186	0.5470	0.7396
0.3419	12.0	960	0.5430	0.4126	0.5430	0.7369
0.3419	12.025	962	0.5338	0.4448	0.5338	0.7306
0.3419	12.05	964	0.5350	0.4314	0.5350	0.7314
0.3419	12.075	966	0.5392	0.4569	0.5392	0.7343
0.3419	12.1	968	0.5353	0.4878	0.5353	0.7316
0.3419	12.125	970	0.5395	0.4505	0.5395	0.7345
0.3419	12.15	972	0.5460	0.4486	0.5460	0.7389
0.3419	12.175	974	0.5641	0.5144	0.5641	0.7511
0.3419	12.2	976	0.5823	0.4952	0.5823	0.7631
0.3419	12.225	978	0.5681	0.4486	0.5681	0.7537
0.3419	12.25	980	0.5504	0.3780	0.5504	0.7419
0.3419	12.275	982	0.5470	0.4161	0.5470	0.7396
0.3419	12.3	984	0.5458	0.3863	0.5458	0.7388
0.3419	12.325	986	0.5414	0.3863	0.5414	0.7358
0.3419	12.35	988	0.5384	0.4161	0.5384	0.7337
0.3419	12.375	990	0.5417	0.3780	0.5417	0.7360
0.3419	12.4	992	0.5621	0.4370	0.5621	0.7497
0.3419	12.425	994	0.6027	0.4969	0.6027	0.7763
0.3419	12.45	996	0.6225	0.5200	0.6225	0.7890
0.3419	12.475	998	0.6073	0.4969	0.6073	0.7793
0.0779	12.5	1000	0.5490	0.4913	0.5490	0.7409
0.0779	12.525	1002	0.5224	0.4044	0.5224	0.7228
0.0779	12.55	1004	0.5229	0.3939	0.5229	0.7231
0.0779	12.575	1006	0.5273	0.4253	0.5273	0.7261
0.0779	12.6	1008	0.5224	0.4194	0.5224	0.7228
0.0779	12.625	1010	0.5199	0.4839	0.5199	0.7210

Framework versions

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