ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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: 0.5983
• Qwk: 0.5098
• Mse: 0.5983
• Rmse: 0.7735

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	0.0267	2	4.3740	-0.0267	4.3740	2.0914
No log	0.0533	4	2.5018	0.0552	2.5018	1.5817
No log	0.08	6	1.8593	-0.1099	1.8593	1.3635
No log	0.1067	8	2.0013	-0.0957	2.0013	1.4147
No log	0.1333	10	1.1876	0.0025	1.1876	1.0898
No log	0.16	12	0.8537	0.2674	0.8537	0.9239
No log	0.1867	14	1.0298	0.0119	1.0298	1.0148
No log	0.2133	16	0.9817	0.0507	0.9817	0.9908
No log	0.24	18	0.8411	0.1744	0.8411	0.9171
No log	0.2667	20	0.8062	0.1410	0.8062	0.8979
No log	0.2933	22	0.8339	0.1371	0.8339	0.9132
No log	0.32	24	0.8969	0.0675	0.8969	0.9470
No log	0.3467	26	0.8727	0.0487	0.8727	0.9342
No log	0.3733	28	0.8177	0.1396	0.8177	0.9043
No log	0.4	30	0.8219	0.1723	0.8219	0.9066
No log	0.4267	32	0.8118	0.1331	0.8118	0.9010
No log	0.4533	34	0.7859	0.1505	0.7859	0.8865
No log	0.48	36	0.8488	0.1626	0.8488	0.9213
No log	0.5067	38	0.8408	0.1920	0.8408	0.9170
No log	0.5333	40	0.7804	0.3050	0.7804	0.8834
No log	0.56	42	0.7299	0.3047	0.7299	0.8543
No log	0.5867	44	0.7204	0.2493	0.7204	0.8488
No log	0.6133	46	0.7107	0.2451	0.7107	0.8431
No log	0.64	48	0.7242	0.2607	0.7242	0.8510
No log	0.6667	50	0.7991	0.2806	0.7991	0.8939
No log	0.6933	52	0.8307	0.1945	0.8307	0.9114
No log	0.72	54	0.8381	0.1798	0.8381	0.9155
No log	0.7467	56	0.8838	0.1634	0.8838	0.9401
No log	0.7733	58	0.8323	0.2034	0.8323	0.9123
No log	0.8	60	0.7866	0.2588	0.7866	0.8869
No log	0.8267	62	0.7431	0.3925	0.7431	0.8620
No log	0.8533	64	0.7680	0.3389	0.7680	0.8763
No log	0.88	66	0.7319	0.3712	0.7319	0.8555
No log	0.9067	68	0.7211	0.3717	0.7211	0.8492
No log	0.9333	70	0.7024	0.3783	0.7024	0.8381
No log	0.96	72	0.8351	0.2386	0.8351	0.9138
No log	0.9867	74	1.0277	0.1740	1.0277	1.0138
No log	1.0133	76	0.9646	0.1885	0.9646	0.9821
No log	1.04	78	0.7964	0.2826	0.7964	0.8924
No log	1.0667	80	0.6907	0.4496	0.6907	0.8311
No log	1.0933	82	0.7031	0.3836	0.7031	0.8385
No log	1.12	84	0.8107	0.2715	0.8107	0.9004
No log	1.1467	86	0.7645	0.3214	0.7645	0.8744
No log	1.1733	88	0.6918	0.4710	0.6918	0.8317
No log	1.2	90	0.7141	0.4437	0.7141	0.8450
No log	1.2267	92	0.7094	0.4370	0.7094	0.8422
No log	1.2533	94	0.7613	0.4887	0.7613	0.8725
No log	1.28	96	0.7817	0.4480	0.7817	0.8841
No log	1.3067	98	0.8098	0.4623	0.8098	0.8999
No log	1.3333	100	0.9479	0.4161	0.9479	0.9736
No log	1.3600	102	1.0559	0.2866	1.0559	1.0275
No log	1.3867	104	0.9963	0.3347	0.9963	0.9982
No log	1.4133	106	0.8437	0.4246	0.8437	0.9185
No log	1.44	108	0.8250	0.4300	0.8250	0.9083
No log	1.4667	110	0.9049	0.4495	0.9049	0.9513
No log	1.4933	112	1.0099	0.3362	1.0099	1.0049
No log	1.52	114	0.9481	0.3417	0.9481	0.9737
No log	1.5467	116	0.7422	0.4422	0.7422	0.8615
No log	1.5733	118	0.7139	0.4398	0.7139	0.8449
No log	1.6	120	0.7438	0.4549	0.7438	0.8625
No log	1.6267	122	0.8737	0.4320	0.8737	0.9347
No log	1.6533	124	0.9404	0.3705	0.9404	0.9697
No log	1.6800	126	0.8114	0.4182	0.8114	0.9008
No log	1.7067	128	0.7341	0.4654	0.7341	0.8568
No log	1.7333	130	0.7315	0.4756	0.7315	0.8553
No log	1.76	132	0.7051	0.4578	0.7051	0.8397
No log	1.7867	134	0.7368	0.3463	0.7368	0.8584
No log	1.8133	136	0.8222	0.3210	0.8222	0.9067
No log	1.8400	138	0.9055	0.3324	0.9055	0.9516
No log	1.8667	140	0.8390	0.4377	0.8390	0.9160
No log	1.8933	142	0.7394	0.4579	0.7394	0.8599
No log	1.92	144	0.9414	0.4544	0.9414	0.9702
No log	1.9467	146	0.8160	0.5031	0.8160	0.9033
No log	1.9733	148	0.7531	0.4639	0.7531	0.8678
No log	2.0	150	0.8895	0.4667	0.8895	0.9431
No log	2.0267	152	0.8394	0.4525	0.8394	0.9162
No log	2.0533	154	0.8048	0.4661	0.8048	0.8971
No log	2.08	156	0.8602	0.4790	0.8602	0.9275
No log	2.1067	158	0.8825	0.4790	0.8825	0.9394
No log	2.1333	160	0.8240	0.4656	0.8240	0.9077
No log	2.16	162	0.9488	0.3904	0.9488	0.9741
No log	2.1867	164	1.0176	0.3449	1.0176	1.0088
No log	2.2133	166	0.9028	0.3473	0.9028	0.9501
No log	2.24	168	0.7470	0.4196	0.7470	0.8643
No log	2.2667	170	0.6866	0.4555	0.6866	0.8286
No log	2.2933	172	0.6777	0.4428	0.6777	0.8232
No log	2.32	174	0.7549	0.4772	0.7549	0.8689
No log	2.3467	176	0.9601	0.3489	0.9601	0.9799
No log	2.3733	178	1.1208	0.3423	1.1208	1.0587
No log	2.4	180	1.1277	0.3450	1.1277	1.0619
No log	2.4267	182	1.0049	0.4096	1.0049	1.0024
No log	2.4533	184	0.8310	0.4691	0.8310	0.9116
No log	2.48	186	0.8601	0.4468	0.8601	0.9274
No log	2.5067	188	0.8632	0.4657	0.8632	0.9291
No log	2.5333	190	0.7884	0.5345	0.7884	0.8879
No log	2.56	192	0.8146	0.4507	0.8146	0.9026
No log	2.5867	194	0.9844	0.4111	0.9844	0.9922
No log	2.6133	196	0.9449	0.3919	0.9449	0.9721
No log	2.64	198	0.7396	0.4086	0.7396	0.8600
No log	2.6667	200	0.6258	0.3896	0.6258	0.7911
No log	2.6933	202	0.6563	0.3894	0.6563	0.8101
No log	2.7200	204	0.6428	0.3953	0.6428	0.8018
No log	2.7467	206	0.6350	0.4105	0.6350	0.7969
No log	2.7733	208	0.6904	0.4726	0.6904	0.8309
No log	2.8	210	0.7594	0.4354	0.7594	0.8714
No log	2.8267	212	0.7180	0.4353	0.7180	0.8474
No log	2.8533	214	0.6534	0.4691	0.6534	0.8083
No log	2.88	216	0.6547	0.4253	0.6547	0.8092
No log	2.9067	218	0.6484	0.3958	0.6484	0.8053
No log	2.9333	220	0.6343	0.4601	0.6343	0.7964
No log	2.96	222	0.7080	0.4091	0.7080	0.8414
No log	2.9867	224	0.7502	0.3996	0.7502	0.8661
No log	3.0133	226	0.6934	0.4424	0.6934	0.8327
No log	3.04	228	0.6354	0.4183	0.6354	0.7971
No log	3.0667	230	0.6319	0.3812	0.6319	0.7949
No log	3.0933	232	0.6865	0.3807	0.6865	0.8285
No log	3.12	234	0.6722	0.4133	0.6722	0.8199
No log	3.1467	236	0.6004	0.4300	0.6004	0.7748
No log	3.1733	238	0.5904	0.3896	0.5904	0.7684
No log	3.2	240	0.5998	0.4076	0.5998	0.7745
No log	3.2267	242	0.6164	0.4460	0.6164	0.7851
No log	3.2533	244	0.6191	0.4483	0.6191	0.7868
No log	3.2800	246	0.6134	0.4490	0.6134	0.7832
No log	3.3067	248	0.6575	0.4442	0.6575	0.8108
No log	3.3333	250	0.6196	0.4252	0.6196	0.7872
No log	3.36	252	0.5895	0.4423	0.5895	0.7678
No log	3.3867	254	0.6036	0.5120	0.6036	0.7769
No log	3.4133	256	0.6016	0.4926	0.6016	0.7756
No log	3.44	258	0.6045	0.4721	0.6045	0.7775
No log	3.4667	260	0.6120	0.4235	0.6120	0.7823
No log	3.4933	262	0.6316	0.4458	0.6316	0.7948
No log	3.52	264	0.5895	0.4262	0.5895	0.7678
No log	3.5467	266	0.6114	0.4264	0.6114	0.7819
No log	3.5733	268	0.6765	0.4107	0.6765	0.8225
No log	3.6	270	0.6449	0.4430	0.6449	0.8030
No log	3.6267	272	0.6146	0.4362	0.6146	0.7840
No log	3.6533	274	0.6161	0.4498	0.6161	0.7849
No log	3.68	276	0.6199	0.4265	0.6199	0.7874
No log	3.7067	278	0.6655	0.5168	0.6655	0.8158
No log	3.7333	280	0.7700	0.4653	0.7700	0.8775
No log	3.76	282	0.7896	0.4582	0.7896	0.8886
No log	3.7867	284	0.7054	0.4869	0.7054	0.8399
No log	3.8133	286	0.6571	0.4568	0.6571	0.8106
No log	3.84	288	0.6618	0.4403	0.6618	0.8135
No log	3.8667	290	0.6649	0.4430	0.6649	0.8154
No log	3.8933	292	0.6540	0.3715	0.6540	0.8087
No log	3.92	294	0.6565	0.4369	0.6565	0.8102
No log	3.9467	296	0.6542	0.4232	0.6542	0.8088
No log	3.9733	298	0.6478	0.3896	0.6478	0.8049
No log	4.0	300	0.6375	0.3547	0.6375	0.7984
No log	4.0267	302	0.6250	0.3542	0.6250	0.7905
No log	4.0533	304	0.6394	0.4353	0.6394	0.7996
No log	4.08	306	0.6552	0.4132	0.6552	0.8094
No log	4.1067	308	0.6479	0.4425	0.6479	0.8049
No log	4.1333	310	0.6220	0.3688	0.6220	0.7887
No log	4.16	312	0.6214	0.3579	0.6214	0.7883
No log	4.1867	314	0.6554	0.4187	0.6554	0.8096
No log	4.2133	316	0.8198	0.3829	0.8198	0.9055
No log	4.24	318	0.8895	0.3600	0.8895	0.9431
No log	4.2667	320	0.8059	0.4398	0.8059	0.8977
No log	4.2933	322	0.7416	0.4516	0.7416	0.8612
No log	4.32	324	0.6701	0.4491	0.6701	0.8186
No log	4.3467	326	0.6115	0.3957	0.6115	0.7820
No log	4.3733	328	0.6116	0.3991	0.6116	0.7820
No log	4.4	330	0.6048	0.4175	0.6048	0.7777
No log	4.4267	332	0.6155	0.4209	0.6155	0.7846
No log	4.4533	334	0.6382	0.4090	0.6382	0.7989
No log	4.48	336	0.6936	0.4797	0.6936	0.8328
No log	4.5067	338	0.7714	0.4638	0.7714	0.8783
No log	4.5333	340	0.7409	0.4882	0.7409	0.8608
No log	4.5600	342	0.6352	0.5105	0.6352	0.7970
No log	4.5867	344	0.6734	0.4063	0.6734	0.8206
No log	4.6133	346	0.7792	0.4635	0.7792	0.8827
No log	4.64	348	0.7021	0.4583	0.7021	0.8379
No log	4.6667	350	0.6495	0.4858	0.6495	0.8059
No log	4.6933	352	0.6568	0.4840	0.6568	0.8105
No log	4.72	354	0.6583	0.4806	0.6583	0.8114
No log	4.7467	356	0.6183	0.4703	0.6183	0.7863
No log	4.7733	358	0.6298	0.3894	0.6298	0.7936
No log	4.8	360	0.7268	0.4049	0.7268	0.8525
No log	4.8267	362	0.7047	0.4456	0.7047	0.8395
No log	4.8533	364	0.6461	0.3679	0.6461	0.8038
No log	4.88	366	0.6190	0.3547	0.6190	0.7867
No log	4.9067	368	0.6192	0.3574	0.6192	0.7869
No log	4.9333	370	0.6206	0.3688	0.6206	0.7878
No log	4.96	372	0.6227	0.3797	0.6227	0.7891
No log	4.9867	374	0.6387	0.3439	0.6387	0.7992
No log	5.0133	376	0.6947	0.4943	0.6947	0.8335
No log	5.04	378	0.7015	0.4943	0.7015	0.8375
No log	5.0667	380	0.6694	0.4615	0.6694	0.8182
No log	5.0933	382	0.6757	0.4835	0.6757	0.8220
No log	5.12	384	0.7360	0.4657	0.7360	0.8579
No log	5.1467	386	0.7215	0.4223	0.7215	0.8494
No log	5.1733	388	0.7039	0.3765	0.7039	0.8390
No log	5.2	390	0.6916	0.3590	0.6916	0.8316
No log	5.2267	392	0.6900	0.3586	0.6900	0.8307
No log	5.2533	394	0.6791	0.4261	0.6791	0.8241
No log	5.28	396	0.6355	0.4269	0.6355	0.7972
No log	5.3067	398	0.6192	0.4028	0.6192	0.7869
No log	5.3333	400	0.6147	0.3651	0.6147	0.7840
No log	5.36	402	0.6128	0.4036	0.6128	0.7828
No log	5.3867	404	0.6083	0.4200	0.6083	0.7800
No log	5.4133	406	0.6227	0.4912	0.6227	0.7891
No log	5.44	408	0.7383	0.4596	0.7383	0.8592
No log	5.4667	410	0.9133	0.4310	0.9133	0.9557
No log	5.4933	412	0.8926	0.4155	0.8926	0.9448
No log	5.52	414	0.7405	0.5152	0.7405	0.8605
No log	5.5467	416	0.6187	0.4703	0.6187	0.7866
No log	5.5733	418	0.6016	0.4200	0.6016	0.7756
No log	5.6	420	0.6027	0.4165	0.6027	0.7763
No log	5.6267	422	0.6313	0.4449	0.6313	0.7946
No log	5.6533	424	0.7046	0.4648	0.7046	0.8394
No log	5.68	426	0.8184	0.4314	0.8184	0.9046
No log	5.7067	428	0.8363	0.3898	0.8363	0.9145
No log	5.7333	430	0.7463	0.4611	0.7463	0.8639
No log	5.76	432	0.6422	0.4516	0.6422	0.8014
No log	5.7867	434	0.6022	0.4231	0.6022	0.7760
No log	5.8133	436	0.5979	0.4431	0.5979	0.7732
No log	5.84	438	0.6186	0.4668	0.6186	0.7865
No log	5.8667	440	0.6253	0.4725	0.6253	0.7907
No log	5.8933	442	0.6119	0.4566	0.6119	0.7822
No log	5.92	444	0.6177	0.4879	0.6177	0.7859
No log	5.9467	446	0.6133	0.4490	0.6133	0.7831
No log	5.9733	448	0.5995	0.4036	0.5995	0.7743
No log	6.0	450	0.6141	0.4382	0.6141	0.7836
No log	6.0267	452	0.6115	0.3922	0.6115	0.7820
No log	6.0533	454	0.6049	0.4490	0.6049	0.7777
No log	6.08	456	0.6559	0.5301	0.6559	0.8099
No log	6.1067	458	0.6531	0.4965	0.6531	0.8081
No log	6.1333	460	0.6013	0.4812	0.6013	0.7755
No log	6.16	462	0.5816	0.3981	0.5816	0.7626
No log	6.1867	464	0.6003	0.4103	0.6003	0.7748
No log	6.2133	466	0.5907	0.4621	0.5907	0.7685
No log	6.24	468	0.5799	0.3951	0.5799	0.7615
No log	6.2667	470	0.5772	0.4308	0.5772	0.7598
No log	6.2933	472	0.5813	0.4741	0.5813	0.7624
No log	6.32	474	0.5770	0.4632	0.5770	0.7596
No log	6.3467	476	0.5767	0.4458	0.5767	0.7594
No log	6.3733	478	0.5761	0.4846	0.5761	0.7590
No log	6.4	480	0.5691	0.4697	0.5691	0.7544
No log	6.4267	482	0.5642	0.4185	0.5642	0.7511
No log	6.4533	484	0.5740	0.4134	0.5740	0.7577
No log	6.48	486	0.5686	0.4053	0.5686	0.7541
No log	6.5067	488	0.5704	0.4328	0.5704	0.7552
No log	6.5333	490	0.5789	0.4686	0.5789	0.7609
No log	6.5600	492	0.5780	0.4262	0.5780	0.7603
No log	6.5867	494	0.5993	0.4415	0.5993	0.7741
No log	6.6133	496	0.6032	0.4568	0.6032	0.7767
No log	6.64	498	0.5872	0.4207	0.5872	0.7663
0.3876	6.6667	500	0.5838	0.4102	0.5838	0.7641
0.3876	6.6933	502	0.6084	0.5186	0.6084	0.7800
0.3876	6.72	504	0.6322	0.5168	0.6322	0.7951
0.3876	6.7467	506	0.6385	0.5337	0.6385	0.7990
0.3876	6.7733	508	0.6565	0.5163	0.6565	0.8102
0.3876	6.8	510	0.6582	0.5403	0.6582	0.8113
0.3876	6.8267	512	0.7090	0.4751	0.7090	0.8420
0.3876	6.8533	514	0.7962	0.3775	0.7962	0.8923
0.3876	6.88	516	0.8544	0.3630	0.8544	0.9243
0.3876	6.9067	518	0.8280	0.3630	0.8280	0.9099
0.3876	6.9333	520	0.7190	0.4898	0.7190	0.8479
0.3876	6.96	522	0.6446	0.5158	0.6446	0.8029
0.3876	6.9867	524	0.6489	0.5158	0.6489	0.8056
0.3876	7.0133	526	0.6736	0.5266	0.6736	0.8207
0.3876	7.04	528	0.7544	0.4680	0.7544	0.8685
0.3876	7.0667	530	0.8196	0.4536	0.8196	0.9053
0.3876	7.0933	532	0.7957	0.4093	0.7957	0.8920
0.3876	7.12	534	0.7164	0.4680	0.7164	0.8464
0.3876	7.1467	536	0.6664	0.4594	0.6664	0.8164
0.3876	7.1733	538	0.6854	0.4870	0.6854	0.8279
0.3876	7.2	540	0.7368	0.4662	0.7368	0.8584
0.3876	7.2267	542	0.7667	0.4121	0.7667	0.8756
0.3876	7.2533	544	0.7746	0.3954	0.7746	0.8801
0.3876	7.28	546	0.7192	0.4374	0.7192	0.8481
0.3876	7.3067	548	0.6960	0.4262	0.6960	0.8343
0.3876	7.3333	550	0.7122	0.5068	0.7122	0.8439
0.3876	7.36	552	0.7029	0.5394	0.7029	0.8384
0.3876	7.3867	554	0.6954	0.5198	0.6954	0.8339
0.3876	7.4133	556	0.6837	0.4812	0.6837	0.8269
0.3876	7.44	558	0.6686	0.4621	0.6686	0.8177
0.3876	7.4667	560	0.6547	0.4958	0.6547	0.8091
0.3876	7.4933	562	0.6253	0.4932	0.6253	0.7907
0.3876	7.52	564	0.6064	0.4861	0.6064	0.7787
0.3876	7.5467	566	0.6149	0.5082	0.6149	0.7841
0.3876	7.5733	568	0.6036	0.4944	0.6036	0.7769
0.3876	7.6	570	0.6039	0.5134	0.6039	0.7771
0.3876	7.6267	572	0.6027	0.5308	0.6027	0.7763
0.3876	7.6533	574	0.6180	0.5475	0.6180	0.7862
0.3876	7.68	576	0.5948	0.5030	0.5948	0.7713
0.3876	7.7067	578	0.5664	0.4350	0.5664	0.7526
0.3876	7.7333	580	0.5816	0.3745	0.5816	0.7626
0.3876	7.76	582	0.6342	0.4336	0.6342	0.7964
0.3876	7.7867	584	0.6535	0.4630	0.6535	0.8084
0.3876	7.8133	586	0.6220	0.4467	0.6220	0.7887
0.3876	7.84	588	0.6150	0.4460	0.6150	0.7842
0.3876	7.8667	590	0.6332	0.4938	0.6332	0.7958
0.3876	7.8933	592	0.6213	0.5040	0.6213	0.7882
0.3876	7.92	594	0.5935	0.4709	0.5935	0.7704
0.3876	7.9467	596	0.5738	0.4514	0.5738	0.7575
0.3876	7.9733	598	0.5685	0.4361	0.5685	0.7540
0.3876	8.0	600	0.5700	0.4546	0.5700	0.7550
0.3876	8.0267	602	0.5959	0.4806	0.5959	0.7720
0.3876	8.0533	604	0.6178	0.5013	0.6178	0.7860
0.3876	8.08	606	0.6125	0.4474	0.6125	0.7826
0.3876	8.1067	608	0.5908	0.3999	0.5908	0.7686
0.3876	8.1333	610	0.5890	0.3265	0.5890	0.7674
0.3876	8.16	612	0.5954	0.3515	0.5954	0.7716
0.3876	8.1867	614	0.5867	0.3144	0.5867	0.7660
0.3876	8.2133	616	0.5847	0.4348	0.5847	0.7646
0.3876	8.24	618	0.6103	0.5196	0.6103	0.7812
0.3876	8.2667	620	0.7050	0.5156	0.7050	0.8397
0.3876	8.2933	622	0.7993	0.4386	0.7993	0.8940
0.3876	8.32	624	0.8058	0.4076	0.8058	0.8977
0.3876	8.3467	626	0.7635	0.4410	0.7635	0.8738
0.3876	8.3733	628	0.7136	0.4732	0.7136	0.8448
0.3876	8.4	630	0.6543	0.5404	0.6543	0.8089
0.3876	8.4267	632	0.6300	0.5178	0.6300	0.7937
0.3876	8.4533	634	0.6380	0.5380	0.6380	0.7988
0.3876	8.48	636	0.6983	0.5112	0.6983	0.8356
0.3876	8.5067	638	0.7908	0.4466	0.7908	0.8893
0.3876	8.5333	640	0.8233	0.4152	0.8233	0.9074
0.3876	8.56	642	0.7747	0.4212	0.7747	0.8802
0.3876	8.5867	644	0.6701	0.4247	0.6701	0.8186
0.3876	8.6133	646	0.6115	0.3388	0.6115	0.7820
0.3876	8.64	648	0.6063	0.3797	0.6063	0.7786
0.3876	8.6667	650	0.6353	0.4113	0.6353	0.7971
0.3876	8.6933	652	0.7017	0.4762	0.7017	0.8377
0.3876	8.72	654	0.7544	0.4551	0.7544	0.8686
0.3876	8.7467	656	0.7948	0.4522	0.7948	0.8915
0.3876	8.7733	658	0.7508	0.5194	0.7508	0.8665
0.3876	8.8	660	0.7037	0.5589	0.7037	0.8389
0.3876	8.8267	662	0.6660	0.5735	0.6660	0.8161
0.3876	8.8533	664	0.6115	0.5721	0.6115	0.7820
0.3876	8.88	666	0.5830	0.4375	0.5830	0.7636
0.3876	8.9067	668	0.5825	0.4064	0.5825	0.7632
0.3876	8.9333	670	0.5942	0.4163	0.5942	0.7708
0.3876	8.96	672	0.6248	0.5235	0.6248	0.7904
0.3876	8.9867	674	0.6125	0.4546	0.6125	0.7826
0.3876	9.0133	676	0.5985	0.4446	0.5985	0.7736
0.3876	9.04	678	0.6096	0.4490	0.6096	0.7808
0.3876	9.0667	680	0.6211	0.4490	0.6211	0.7881
0.3876	9.0933	682	0.6175	0.4527	0.6175	0.7858
0.3876	9.12	684	0.6220	0.4201	0.6220	0.7887
0.3876	9.1467	686	0.6255	0.4938	0.6255	0.7909
0.3876	9.1733	688	0.6093	0.4731	0.6093	0.7806
0.3876	9.2	690	0.5885	0.4102	0.5885	0.7671
0.3876	9.2267	692	0.5853	0.3810	0.5853	0.7650
0.3876	9.2533	694	0.5855	0.3646	0.5855	0.7652
0.3876	9.28	696	0.5811	0.3796	0.5811	0.7623
0.3876	9.3067	698	0.5904	0.3347	0.5904	0.7684
0.3876	9.3333	700	0.6211	0.4765	0.6211	0.7881
0.3876	9.36	702	0.6701	0.4773	0.6701	0.8186
0.3876	9.3867	704	0.6712	0.4773	0.6712	0.8193
0.3876	9.4133	706	0.6434	0.4882	0.6434	0.8021
0.3876	9.44	708	0.6113	0.4333	0.6113	0.7819
0.3876	9.4667	710	0.5997	0.4195	0.5997	0.7744
0.3876	9.4933	712	0.5982	0.3847	0.5982	0.7734
0.3876	9.52	714	0.5976	0.3847	0.5976	0.7731
0.3876	9.5467	716	0.5851	0.3748	0.5851	0.7649
0.3876	9.5733	718	0.5821	0.3638	0.5821	0.7630
0.3876	9.6	720	0.5938	0.4259	0.5938	0.7706
0.3876	9.6267	722	0.6158	0.4573	0.6158	0.7847
0.3876	9.6533	724	0.6212	0.4716	0.6212	0.7882
0.3876	9.68	726	0.6221	0.4564	0.6221	0.7887
0.3876	9.7067	728	0.6192	0.4828	0.6192	0.7869
0.3876	9.7333	730	0.6324	0.4716	0.6324	0.7952
0.3876	9.76	732	0.6314	0.4969	0.6314	0.7946
0.3876	9.7867	734	0.6041	0.4356	0.6041	0.7773
0.3876	9.8133	736	0.5945	0.4191	0.5945	0.7710
0.3876	9.84	738	0.5916	0.4523	0.5916	0.7691
0.3876	9.8667	740	0.6178	0.4970	0.6178	0.7860
0.3876	9.8933	742	0.6574	0.5329	0.6574	0.8108
0.3876	9.92	744	0.6870	0.5355	0.6870	0.8288
0.3876	9.9467	746	0.7180	0.5112	0.7180	0.8474
0.3876	9.9733	748	0.7314	0.4776	0.7314	0.8552
0.3876	10.0	750	0.7205	0.4808	0.7205	0.8488
0.3876	10.0267	752	0.6667	0.5021	0.6667	0.8165
0.3876	10.0533	754	0.6384	0.5095	0.6384	0.7990
0.3876	10.08	756	0.6038	0.5377	0.6038	0.7771
0.3876	10.1067	758	0.5963	0.5371	0.5963	0.7722
0.3876	10.1333	760	0.6114	0.5210	0.6114	0.7819
0.3876	10.16	762	0.6478	0.5107	0.6478	0.8048
0.3876	10.1867	764	0.6496	0.4945	0.6496	0.8060
0.3876	10.2133	766	0.6328	0.4945	0.6328	0.7955
0.3876	10.24	768	0.6270	0.4945	0.6270	0.7919
0.3876	10.2667	770	0.6245	0.5347	0.6245	0.7902
0.3876	10.2933	772	0.6233	0.5292	0.6233	0.7895
0.3876	10.32	774	0.5998	0.5013	0.5998	0.7745
0.3876	10.3467	776	0.5944	0.5079	0.5944	0.7709
0.3876	10.3733	778	0.6085	0.4920	0.6085	0.7801
0.3876	10.4	780	0.6135	0.5175	0.6135	0.7833
0.3876	10.4267	782	0.6197	0.5091	0.6197	0.7872
0.3876	10.4533	784	0.6064	0.5318	0.6064	0.7787
0.3876	10.48	786	0.6045	0.5011	0.6045	0.7775
0.3876	10.5067	788	0.6277	0.4919	0.6277	0.7923
0.3876	10.5333	790	0.6577	0.4688	0.6577	0.8110
0.3876	10.56	792	0.6382	0.4883	0.6382	0.7989
0.3876	10.5867	794	0.5828	0.4561	0.5828	0.7634
0.3876	10.6133	796	0.5801	0.4950	0.5801	0.7616
0.3876	10.64	798	0.6703	0.5565	0.6703	0.8187
0.3876	10.6667	800	0.7973	0.4440	0.7973	0.8929
0.3876	10.6933	802	0.8650	0.4079	0.8650	0.9300
0.3876	10.72	804	0.8759	0.3998	0.8759	0.9359
0.3876	10.7467	806	0.8246	0.4365	0.8246	0.9081
0.3876	10.7733	808	0.7616	0.4989	0.7616	0.8727
0.3876	10.8	810	0.6969	0.5206	0.6969	0.8348
0.3876	10.8267	812	0.6795	0.5565	0.6795	0.8243
0.3876	10.8533	814	0.7070	0.5196	0.7070	0.8408
0.3876	10.88	816	0.7738	0.4425	0.7738	0.8797
0.3876	10.9067	818	0.8867	0.4049	0.8867	0.9417
0.3876	10.9333	820	0.9358	0.3717	0.9358	0.9674
0.3876	10.96	822	0.9798	0.3722	0.9798	0.9898
0.3876	10.9867	824	0.9341	0.3842	0.9341	0.9665
0.3876	11.0133	826	0.8239	0.4326	0.8239	0.9077
0.3876	11.04	828	0.7497	0.4954	0.7497	0.8659
0.3876	11.0667	830	0.6550	0.5064	0.6550	0.8093
0.3876	11.0933	832	0.5982	0.5480	0.5982	0.7734
0.3876	11.12	834	0.6009	0.5048	0.6009	0.7752
0.3876	11.1467	836	0.6240	0.5722	0.6240	0.7900
0.3876	11.1733	838	0.6624	0.5781	0.6624	0.8139
0.3876	11.2	840	0.7126	0.5039	0.7126	0.8442
0.3876	11.2267	842	0.7328	0.4931	0.7328	0.8560
0.3876	11.2533	844	0.7171	0.5791	0.7171	0.8468
0.3876	11.28	846	0.7289	0.5394	0.7289	0.8538
0.3876	11.3067	848	0.7626	0.4883	0.7626	0.8733
0.3876	11.3333	850	0.7328	0.4421	0.7328	0.8561
0.3876	11.36	852	0.7007	0.4690	0.7007	0.8371
0.3876	11.3867	854	0.6574	0.5	0.6574	0.8108
0.3876	11.4133	856	0.6633	0.5077	0.6633	0.8144
0.3876	11.44	858	0.7029	0.4882	0.7029	0.8384
0.3876	11.4667	860	0.6777	0.5077	0.6777	0.8232
0.3876	11.4933	862	0.6302	0.4639	0.6302	0.7938
0.3876	11.52	864	0.5991	0.4227	0.5991	0.7740
0.3876	11.5467	866	0.5904	0.4397	0.5904	0.7684
0.3876	11.5733	868	0.6086	0.4396	0.6086	0.7802
0.3876	11.6	870	0.6460	0.5	0.6460	0.8038
0.3876	11.6267	872	0.7135	0.4907	0.7135	0.8447
0.3876	11.6533	874	0.7549	0.5014	0.7549	0.8689
0.3876	11.68	876	0.7750	0.5332	0.7750	0.8803
0.3876	11.7067	878	0.7838	0.5323	0.7838	0.8853
0.3876	11.7333	880	0.7608	0.5361	0.7608	0.8723
0.3876	11.76	882	0.7599	0.5361	0.7599	0.8717
0.3876	11.7867	884	0.6956	0.5303	0.6956	0.8340
0.3876	11.8133	886	0.6343	0.5012	0.6343	0.7964
0.3876	11.84	888	0.5982	0.5309	0.5982	0.7735
0.3876	11.8667	890	0.6178	0.4800	0.6178	0.7860
0.3876	11.8933	892	0.6312	0.4850	0.6312	0.7945
0.3876	11.92	894	0.6026	0.4626	0.6026	0.7763
0.3876	11.9467	896	0.5833	0.4696	0.5833	0.7637
0.3876	11.9733	898	0.6247	0.5337	0.6247	0.7904
0.3876	12.0	900	0.6441	0.4728	0.6441	0.8026
0.3876	12.0267	902	0.6176	0.5245	0.6176	0.7859
0.3876	12.0533	904	0.5750	0.5058	0.5750	0.7583
0.3876	12.08	906	0.5627	0.4795	0.5627	0.7501
0.3876	12.1067	908	0.5790	0.5307	0.5790	0.7609
0.3876	12.1333	910	0.6194	0.5950	0.6194	0.7870
0.3876	12.16	912	0.6810	0.5595	0.6810	0.8252
0.3876	12.1867	914	0.7783	0.5292	0.7783	0.8822
0.3876	12.2133	916	0.8538	0.4693	0.8538	0.9240
0.3876	12.24	918	0.8853	0.4401	0.8853	0.9409
0.3876	12.2667	920	0.8672	0.4661	0.8672	0.9312
0.3876	12.2933	922	0.8090	0.4872	0.8090	0.8995
0.3876	12.32	924	0.7708	0.4828	0.7708	0.8779
0.3876	12.3467	926	0.7370	0.5451	0.7370	0.8585
0.3876	12.3733	928	0.7275	0.5822	0.7275	0.8530
0.3876	12.4	930	0.7984	0.5323	0.7984	0.8935
0.3876	12.4267	932	0.8371	0.4769	0.8371	0.9149
0.3876	12.4533	934	0.8365	0.4702	0.8365	0.9146
0.3876	12.48	936	0.7517	0.5538	0.7517	0.8670
0.3876	12.5067	938	0.6144	0.5658	0.6144	0.7838
0.3876	12.5333	940	0.5445	0.5183	0.5445	0.7379
0.3876	12.56	942	0.5587	0.4822	0.5587	0.7474
0.3876	12.5867	944	0.5658	0.4904	0.5658	0.7522
0.3876	12.6133	946	0.5458	0.4827	0.5458	0.7388
0.3876	12.64	948	0.5615	0.4656	0.5615	0.7494
0.3876	12.6667	950	0.6573	0.4923	0.6573	0.8107
0.3876	12.6933	952	0.7684	0.5215	0.7684	0.8766
0.3876	12.72	954	0.8161	0.4647	0.8161	0.9034
0.3876	12.7467	956	0.7696	0.4763	0.7696	0.8773
0.3876	12.7733	958	0.7246	0.4785	0.7246	0.8512
0.3876	12.8	960	0.6828	0.5188	0.6828	0.8263
0.3876	12.8267	962	0.6559	0.5538	0.6559	0.8099
0.3876	12.8533	964	0.5983	0.5633	0.5983	0.7735
0.3876	12.88	966	0.5761	0.4583	0.5761	0.7590
0.3876	12.9067	968	0.5825	0.4835	0.5825	0.7632
0.3876	12.9333	970	0.6091	0.5298	0.6091	0.7804
0.3876	12.96	972	0.6752	0.5654	0.6752	0.8217
0.3876	12.9867	974	0.7458	0.5355	0.7458	0.8636
0.3876	13.0133	976	0.7582	0.4522	0.7582	0.8707
0.3876	13.04	978	0.7469	0.4522	0.7469	0.8642
0.3876	13.0667	980	0.7301	0.4580	0.7301	0.8545
0.3876	13.0933	982	0.7404	0.4580	0.7404	0.8605
0.3876	13.12	984	0.7249	0.4891	0.7249	0.8514
0.3876	13.1467	986	0.7018	0.5086	0.7018	0.8378
0.3876	13.1733	988	0.6782	0.5186	0.6782	0.8235
0.3876	13.2	990	0.6613	0.5606	0.6613	0.8132
0.3876	13.2267	992	0.6883	0.5186	0.6883	0.8297
0.3876	13.2533	994	0.6943	0.5385	0.6943	0.8332
0.3876	13.28	996	0.7369	0.4759	0.7369	0.8584
0.3876	13.3067	998	0.7450	0.4759	0.7450	0.8631
0.0737	13.3333	1000	0.6972	0.5323	0.6972	0.8350
0.0737	13.36	1002	0.6571	0.5435	0.6571	0.8106
0.0737	13.3867	1004	0.6281	0.5373	0.6281	0.7925
0.0737	13.4133	1006	0.5735	0.5190	0.5735	0.7573
0.0737	13.44	1008	0.5559	0.5321	0.5559	0.7456
0.0737	13.4667	1010	0.5627	0.5321	0.5627	0.7501
0.0737	13.4933	1012	0.5738	0.5013	0.5738	0.7575
0.0737	13.52	1014	0.5983	0.5098	0.5983	0.7735

Framework versions

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