ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 0.5851
• Qwk: 0.5238
• Mse: 0.5851
• Rmse: 0.7649

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	0.0588	2	4.2485	-0.0156	4.2485	2.0612
No log	0.1176	4	2.5637	-0.0104	2.5637	1.6012
No log	0.1765	6	1.5789	-0.0456	1.5789	1.2566
No log	0.2353	8	1.2683	-0.0259	1.2683	1.1262
No log	0.2941	10	1.1621	-0.0337	1.1621	1.0780
No log	0.3529	12	1.0159	-0.0140	1.0159	1.0079
No log	0.4118	14	0.8383	0.2268	0.8383	0.9156
No log	0.4706	16	0.8062	0.2054	0.8062	0.8979
No log	0.5294	18	0.8402	0.1922	0.8402	0.9166
No log	0.5882	20	1.0113	0.0292	1.0113	1.0056
No log	0.6471	22	0.9396	0.0680	0.9396	0.9693
No log	0.7059	24	0.7996	0.2435	0.7996	0.8942
No log	0.7647	26	0.7495	0.2155	0.7495	0.8657
No log	0.8235	28	0.7557	0.2328	0.7557	0.8693
No log	0.8824	30	0.7473	0.2713	0.7473	0.8645
No log	0.9412	32	0.8925	0.1834	0.8925	0.9447
No log	1.0	34	1.0835	0.2175	1.0835	1.0409
No log	1.0588	36	1.0439	0.2112	1.0439	1.0217
No log	1.1176	38	0.8152	0.2243	0.8152	0.9029
No log	1.1765	40	0.7194	0.3018	0.7194	0.8481
No log	1.2353	42	0.7743	0.2588	0.7743	0.8799
No log	1.2941	44	0.8231	0.1781	0.8231	0.9073
No log	1.3529	46	0.7435	0.3122	0.7435	0.8623
No log	1.4118	48	0.7604	0.2666	0.7604	0.8720
No log	1.4706	50	0.9134	0.2599	0.9134	0.9557
No log	1.5294	52	0.8661	0.2888	0.8661	0.9307
No log	1.5882	54	0.7149	0.2841	0.7149	0.8455
No log	1.6471	56	0.7210	0.2769	0.7210	0.8491
No log	1.7059	58	0.8713	0.1589	0.8713	0.9334
No log	1.7647	60	0.8904	0.1283	0.8904	0.9436
No log	1.8235	62	0.7626	0.2642	0.7626	0.8733
No log	1.8824	64	0.7187	0.3132	0.7187	0.8478
No log	1.9412	66	0.8067	0.2907	0.8067	0.8982
No log	2.0	68	0.8208	0.2830	0.8208	0.9060
No log	2.0588	70	0.7667	0.2983	0.7667	0.8756
No log	2.1176	72	0.7410	0.3213	0.7410	0.8608
No log	2.1765	74	0.7136	0.2980	0.7136	0.8447
No log	2.2353	76	0.6835	0.3174	0.6835	0.8267
No log	2.2941	78	0.6724	0.3509	0.6724	0.8200
No log	2.3529	80	0.6937	0.3915	0.6937	0.8329
No log	2.4118	82	0.7255	0.3296	0.7255	0.8518
No log	2.4706	84	0.7434	0.3053	0.7434	0.8622
No log	2.5294	86	0.7694	0.3353	0.7694	0.8772
No log	2.5882	88	0.8723	0.3636	0.8723	0.9339
No log	2.6471	90	0.8411	0.3477	0.8411	0.9171
No log	2.7059	92	0.6901	0.4623	0.6901	0.8307
No log	2.7647	94	0.6437	0.4589	0.6437	0.8023
No log	2.8235	96	0.6571	0.4623	0.6571	0.8106
No log	2.8824	98	0.7280	0.4235	0.7280	0.8532
No log	2.9412	100	0.8504	0.3167	0.8504	0.9221
No log	3.0	102	0.8681	0.3267	0.8681	0.9317
No log	3.0588	104	0.8187	0.3179	0.8187	0.9048
No log	3.1176	106	0.7494	0.3920	0.7494	0.8657
No log	3.1765	108	0.6629	0.4437	0.6629	0.8142
No log	3.2353	110	0.6774	0.4997	0.6774	0.8230
No log	3.2941	112	0.7155	0.4949	0.7155	0.8459
No log	3.3529	114	0.8639	0.4722	0.8639	0.9294
No log	3.4118	116	0.9335	0.4192	0.9335	0.9662
No log	3.4706	118	0.7860	0.4967	0.7860	0.8866
No log	3.5294	120	0.8043	0.4562	0.8043	0.8968
No log	3.5882	122	0.8883	0.4266	0.8883	0.9425
No log	3.6471	124	0.8110	0.4864	0.8110	0.9006
No log	3.7059	126	0.6893	0.4937	0.6893	0.8303
No log	3.7647	128	0.8110	0.4875	0.8110	0.9006
No log	3.8235	130	0.9066	0.4615	0.9066	0.9522
No log	3.8824	132	0.8055	0.5385	0.8055	0.8975
No log	3.9412	134	0.7313	0.4896	0.7313	0.8551
No log	4.0	136	0.7418	0.4825	0.7418	0.8613
No log	4.0588	138	0.7470	0.4723	0.7470	0.8643
No log	4.1176	140	0.7239	0.5155	0.7239	0.8508
No log	4.1765	142	0.6995	0.5010	0.6995	0.8363
No log	4.2353	144	0.6883	0.4595	0.6883	0.8296
No log	4.2941	146	0.7031	0.4769	0.7031	0.8385
No log	4.3529	148	0.7061	0.4804	0.7061	0.8403
No log	4.4118	150	0.7192	0.5183	0.7192	0.8480
No log	4.4706	152	0.7615	0.5452	0.7615	0.8726
No log	4.5294	154	0.7200	0.5110	0.7200	0.8485
No log	4.5882	156	0.7410	0.4783	0.7410	0.8608
No log	4.6471	158	0.7483	0.4747	0.7483	0.8650
No log	4.7059	160	0.7235	0.5315	0.7235	0.8506
No log	4.7647	162	0.7217	0.5064	0.7217	0.8495
No log	4.8235	164	0.7235	0.5290	0.7235	0.8506
No log	4.8824	166	0.7096	0.5103	0.7096	0.8424
No log	4.9412	168	0.7022	0.4665	0.7022	0.8380
No log	5.0	170	0.6739	0.4512	0.6739	0.8209
No log	5.0588	172	0.6859	0.4587	0.6859	0.8282
No log	5.1176	174	0.7779	0.5032	0.7779	0.8820
No log	5.1765	176	0.9455	0.4098	0.9455	0.9724
No log	5.2353	178	0.8335	0.4479	0.8335	0.9129
No log	5.2941	180	0.7403	0.4956	0.7403	0.8604
No log	5.3529	182	0.8064	0.4327	0.8064	0.8980
No log	5.4118	184	0.7402	0.4811	0.7402	0.8604
No log	5.4706	186	0.6703	0.4196	0.6703	0.8187
No log	5.5294	188	0.7171	0.4628	0.7171	0.8468
No log	5.5882	190	0.6880	0.3967	0.6880	0.8294
No log	5.6471	192	0.6416	0.4439	0.6416	0.8010
No log	5.7059	194	0.6648	0.4515	0.6648	0.8153
No log	5.7647	196	0.6668	0.4902	0.6668	0.8166
No log	5.8235	198	0.7114	0.5057	0.7114	0.8434
No log	5.8824	200	0.8108	0.4496	0.8108	0.9004
No log	5.9412	202	0.7854	0.4541	0.7854	0.8862
No log	6.0	204	0.6801	0.4663	0.6801	0.8247
No log	6.0588	206	0.6470	0.4712	0.6470	0.8044
No log	6.1176	208	0.6386	0.4576	0.6386	0.7991
No log	6.1765	210	0.6587	0.4120	0.6587	0.8116
No log	6.2353	212	0.7042	0.3974	0.7042	0.8392
No log	6.2941	214	0.7193	0.4004	0.7193	0.8481
No log	6.3529	216	0.7123	0.4666	0.7123	0.8440
No log	6.4118	218	0.7234	0.4607	0.7234	0.8505
No log	6.4706	220	0.7197	0.5033	0.7197	0.8484
No log	6.5294	222	0.7207	0.4620	0.7207	0.8490
No log	6.5882	224	0.6765	0.5343	0.6765	0.8225
No log	6.6471	226	0.7690	0.4761	0.7690	0.8769
No log	6.7059	228	1.0657	0.3568	1.0657	1.0323
No log	6.7647	230	1.1470	0.3344	1.1470	1.0710
No log	6.8235	232	0.9939	0.3778	0.9939	0.9969
No log	6.8824	234	0.7471	0.4560	0.7471	0.8643
No log	6.9412	236	0.6309	0.4554	0.6309	0.7943
No log	7.0	238	0.7472	0.4660	0.7472	0.8644
No log	7.0588	240	0.8777	0.4507	0.8777	0.9369
No log	7.1176	242	0.8329	0.4823	0.8329	0.9126
No log	7.1765	244	0.7236	0.5522	0.7236	0.8506
No log	7.2353	246	0.8029	0.4660	0.8029	0.8960
No log	7.2941	248	0.8907	0.5006	0.8907	0.9438
No log	7.3529	250	0.7899	0.4520	0.7899	0.8887
No log	7.4118	252	0.7340	0.4031	0.7340	0.8568
No log	7.4706	254	0.6632	0.4763	0.6632	0.8143
No log	7.5294	256	0.6525	0.4423	0.6525	0.8078
No log	7.5882	258	0.6569	0.5359	0.6569	0.8105
No log	7.6471	260	0.6665	0.5027	0.6665	0.8164
No log	7.7059	262	0.6648	0.4845	0.6648	0.8153
No log	7.7647	264	0.6536	0.4870	0.6536	0.8085
No log	7.8235	266	0.6566	0.4419	0.6566	0.8103
No log	7.8824	268	0.7273	0.4598	0.7273	0.8528
No log	7.9412	270	0.7580	0.3981	0.7580	0.8707
No log	8.0	272	0.7426	0.4591	0.7426	0.8617
No log	8.0588	274	0.7707	0.4424	0.7707	0.8779
No log	8.1176	276	0.7222	0.4897	0.7222	0.8498
No log	8.1765	278	0.7096	0.5026	0.7096	0.8424
No log	8.2353	280	0.7185	0.4843	0.7185	0.8476
No log	8.2941	282	0.7012	0.4945	0.7012	0.8374
No log	8.3529	284	0.7021	0.5295	0.7021	0.8379
No log	8.4118	286	0.6953	0.4943	0.6953	0.8339
No log	8.4706	288	0.7171	0.5111	0.7171	0.8468
No log	8.5294	290	0.7915	0.4689	0.7915	0.8897
No log	8.5882	292	0.7922	0.4562	0.7922	0.8901
No log	8.6471	294	0.7179	0.5305	0.7179	0.8473
No log	8.7059	296	0.6863	0.4300	0.6863	0.8285
No log	8.7647	298	0.7722	0.4761	0.7722	0.8788
No log	8.8235	300	0.7703	0.4838	0.7703	0.8777
No log	8.8824	302	0.6793	0.4749	0.6793	0.8242
No log	8.9412	304	0.6400	0.4825	0.6400	0.8000
No log	9.0	306	0.6309	0.4779	0.6309	0.7943
No log	9.0588	308	0.6125	0.4797	0.6125	0.7826
No log	9.1176	310	0.6178	0.4318	0.6178	0.7860
No log	9.1765	312	0.6304	0.4330	0.6304	0.7940
No log	9.2353	314	0.6627	0.4711	0.6627	0.8141
No log	9.2941	316	0.7113	0.5436	0.7113	0.8434
No log	9.3529	318	0.7140	0.5066	0.7140	0.8450
No log	9.4118	320	0.7302	0.5275	0.7302	0.8545
No log	9.4706	322	0.7854	0.5391	0.7854	0.8862
No log	9.5294	324	0.7996	0.5035	0.7996	0.8942
No log	9.5882	326	0.7257	0.5931	0.7257	0.8519
No log	9.6471	328	0.6872	0.5355	0.6872	0.8290
No log	9.7059	330	0.6687	0.5403	0.6687	0.8177
No log	9.7647	332	0.6758	0.4822	0.6758	0.8221
No log	9.8235	334	0.6939	0.4643	0.6939	0.8330
No log	9.8824	336	0.7078	0.4634	0.7078	0.8413
No log	9.9412	338	0.7023	0.5081	0.7023	0.8380
No log	10.0	340	0.6937	0.4858	0.6937	0.8329
No log	10.0588	342	0.7242	0.4408	0.7242	0.8510
No log	10.1176	344	0.7756	0.4040	0.7756	0.8807
No log	10.1765	346	0.7637	0.3981	0.7637	0.8739
No log	10.2353	348	0.7216	0.5171	0.7216	0.8495
No log	10.2941	350	0.7633	0.5101	0.7633	0.8737
No log	10.3529	352	0.7913	0.4946	0.7913	0.8895
No log	10.4118	354	0.8214	0.4734	0.8214	0.9063
No log	10.4706	356	0.8124	0.4948	0.8124	0.9013
No log	10.5294	358	0.7774	0.5228	0.7774	0.8817
No log	10.5882	360	0.7380	0.5405	0.7380	0.8591
No log	10.6471	362	0.7255	0.5367	0.7255	0.8517
No log	10.7059	364	0.6853	0.4181	0.6853	0.8278
No log	10.7647	366	0.6645	0.3809	0.6645	0.8151
No log	10.8235	368	0.6476	0.3557	0.6476	0.8047
No log	10.8824	370	0.6435	0.3628	0.6435	0.8022
No log	10.9412	372	0.6541	0.4212	0.6541	0.8088
No log	11.0	374	0.6862	0.5225	0.6862	0.8284
No log	11.0588	376	0.7527	0.5572	0.7527	0.8676
No log	11.1176	378	0.7487	0.5435	0.7487	0.8653
No log	11.1765	380	0.7236	0.5499	0.7236	0.8506
No log	11.2353	382	0.7257	0.4765	0.7257	0.8519
No log	11.2941	384	0.7522	0.5076	0.7522	0.8673
No log	11.3529	386	0.7128	0.4571	0.7128	0.8443
No log	11.4118	388	0.6497	0.3925	0.6497	0.8061
No log	11.4706	390	0.6308	0.3232	0.6308	0.7942
No log	11.5294	392	0.6387	0.3715	0.6387	0.7992
No log	11.5882	394	0.6364	0.3847	0.6364	0.7978
No log	11.6471	396	0.6358	0.4367	0.6358	0.7974
No log	11.7059	398	0.6556	0.4959	0.6556	0.8097
No log	11.7647	400	0.6475	0.5051	0.6475	0.8047
No log	11.8235	402	0.6302	0.4673	0.6302	0.7939
No log	11.8824	404	0.6903	0.4678	0.6903	0.8308
No log	11.9412	406	0.8763	0.4185	0.8763	0.9361
No log	12.0	408	0.9604	0.3992	0.9604	0.9800
No log	12.0588	410	0.8835	0.4185	0.8835	0.9399
No log	12.1176	412	0.7104	0.4840	0.7104	0.8429
No log	12.1765	414	0.6346	0.5216	0.6346	0.7966
No log	12.2353	416	0.6736	0.5743	0.6736	0.8207
No log	12.2941	418	0.6957	0.5704	0.6957	0.8341
No log	12.3529	420	0.6756	0.5818	0.6756	0.8220
No log	12.4118	422	0.6608	0.5818	0.6608	0.8129
No log	12.4706	424	0.6390	0.6041	0.6390	0.7994
No log	12.5294	426	0.6535	0.4786	0.6535	0.8084
No log	12.5882	428	0.7111	0.5341	0.7111	0.8433
No log	12.6471	430	0.6959	0.4936	0.6959	0.8342
No log	12.7059	432	0.6518	0.5336	0.6518	0.8073
No log	12.7647	434	0.6609	0.5686	0.6609	0.8130
No log	12.8235	436	0.7146	0.4976	0.7146	0.8454
No log	12.8824	438	0.7310	0.4914	0.7310	0.8550
No log	12.9412	440	0.7018	0.4922	0.7018	0.8377
No log	13.0	442	0.6455	0.5547	0.6455	0.8034
No log	13.0588	444	0.6285	0.4903	0.6285	0.7928
No log	13.1176	446	0.6367	0.4690	0.6367	0.7979
No log	13.1765	448	0.6682	0.5175	0.6682	0.8174
No log	13.2353	450	0.6803	0.4860	0.6803	0.8248
No log	13.2941	452	0.6586	0.5050	0.6586	0.8115
No log	13.3529	454	0.6274	0.4497	0.6274	0.7921
No log	13.4118	456	0.6181	0.4465	0.6181	0.7862
No log	13.4706	458	0.6224	0.4592	0.6224	0.7889
No log	13.5294	460	0.6388	0.4955	0.6388	0.7993
No log	13.5882	462	0.6646	0.4935	0.6646	0.8152
No log	13.6471	464	0.6527	0.4970	0.6527	0.8079
No log	13.7059	466	0.6422	0.5578	0.6422	0.8014
No log	13.7647	468	0.6360	0.5618	0.6360	0.7975
No log	13.8235	470	0.6323	0.5618	0.6323	0.7952
No log	13.8824	472	0.6272	0.5365	0.6272	0.7920
No log	13.9412	474	0.6172	0.5451	0.6172	0.7856
No log	14.0	476	0.6331	0.5373	0.6331	0.7957
No log	14.0588	478	0.6403	0.5440	0.6403	0.8002
No log	14.1176	480	0.6331	0.5795	0.6331	0.7956
No log	14.1765	482	0.6445	0.5454	0.6445	0.8028
No log	14.2353	484	0.6847	0.5153	0.6847	0.8275
No log	14.2941	486	0.6750	0.5281	0.6750	0.8216
No log	14.3529	488	0.6337	0.5109	0.6337	0.7960
No log	14.4118	490	0.6167	0.4863	0.6167	0.7853
No log	14.4706	492	0.6180	0.5391	0.6180	0.7861
No log	14.5294	494	0.6047	0.4623	0.6047	0.7776
No log	14.5882	496	0.5923	0.4450	0.5923	0.7696
No log	14.6471	498	0.5896	0.4418	0.5896	0.7679
0.3918	14.7059	500	0.5917	0.4559	0.5917	0.7692
0.3918	14.7647	502	0.5980	0.4770	0.5980	0.7733
0.3918	14.8235	504	0.6001	0.4938	0.6001	0.7747
0.3918	14.8824	506	0.6367	0.5600	0.6367	0.7979
0.3918	14.9412	508	0.7449	0.4813	0.7449	0.8631
0.3918	15.0	510	0.7550	0.4813	0.7550	0.8689
0.3918	15.0588	512	0.6861	0.5507	0.6861	0.8283
0.3918	15.1176	514	0.6178	0.4992	0.6178	0.7860
0.3918	15.1765	516	0.6035	0.4860	0.6035	0.7768
0.3918	15.2353	518	0.6112	0.4719	0.6112	0.7818
0.3918	15.2941	520	0.6147	0.5032	0.6147	0.7840
0.3918	15.3529	522	0.6193	0.5065	0.6193	0.7870
0.3918	15.4118	524	0.6320	0.4938	0.6320	0.7950
0.3918	15.4706	526	0.6353	0.4972	0.6353	0.7970
0.3918	15.5294	528	0.6292	0.4757	0.6292	0.7932
0.3918	15.5882	530	0.6250	0.4196	0.6250	0.7906
0.3918	15.6471	532	0.6276	0.4089	0.6276	0.7922
0.3918	15.7059	534	0.6329	0.4696	0.6329	0.7956
0.3918	15.7647	536	0.6420	0.4883	0.6420	0.8012
0.3918	15.8235	538	0.6517	0.5272	0.6517	0.8073
0.3918	15.8824	540	0.6652	0.5692	0.6652	0.8156
0.3918	15.9412	542	0.6888	0.5498	0.6888	0.8299
0.3918	16.0	544	0.6949	0.5377	0.6949	0.8336
0.3918	16.0588	546	0.6754	0.5366	0.6754	0.8218
0.3918	16.1176	548	0.6469	0.5408	0.6469	0.8043
0.3918	16.1765	550	0.6144	0.5503	0.6144	0.7838
0.3918	16.2353	552	0.6100	0.4808	0.6100	0.7811
0.3918	16.2941	554	0.6360	0.4962	0.6360	0.7975
0.3918	16.3529	556	0.6303	0.4286	0.6303	0.7939
0.3918	16.4118	558	0.6136	0.3695	0.6136	0.7833
0.3918	16.4706	560	0.5994	0.3584	0.5994	0.7742
0.3918	16.5294	562	0.6010	0.4234	0.6010	0.7753
0.3918	16.5882	564	0.6085	0.4677	0.6085	0.7801
0.3918	16.6471	566	0.6252	0.4803	0.6252	0.7907
0.3918	16.7059	568	0.6603	0.5610	0.6603	0.8126
0.3918	16.7647	570	0.6710	0.5707	0.6710	0.8191
0.3918	16.8235	572	0.6614	0.5907	0.6614	0.8133
0.3918	16.8824	574	0.6368	0.5139	0.6368	0.7980
0.3918	16.9412	576	0.6066	0.5026	0.6066	0.7789
0.3918	17.0	578	0.5901	0.4018	0.5901	0.7682
0.3918	17.0588	580	0.5974	0.4403	0.5974	0.7729
0.3918	17.1176	582	0.5963	0.4538	0.5963	0.7722
0.3918	17.1765	584	0.5798	0.4545	0.5798	0.7614
0.3918	17.2353	586	0.5773	0.4731	0.5773	0.7598
0.3918	17.2941	588	0.5876	0.4749	0.5876	0.7666
0.3918	17.3529	590	0.5970	0.4749	0.5970	0.7726
0.3918	17.4118	592	0.6078	0.4998	0.6078	0.7796
0.3918	17.4706	594	0.6095	0.4880	0.6095	0.7807
0.3918	17.5294	596	0.6004	0.4727	0.6004	0.7749
0.3918	17.5882	598	0.6079	0.4600	0.6079	0.7797
0.3918	17.6471	600	0.6002	0.4057	0.6002	0.7747
0.3918	17.7059	602	0.5849	0.4552	0.5849	0.7648
0.3918	17.7647	604	0.5880	0.4741	0.5880	0.7668
0.3918	17.8235	606	0.6024	0.5161	0.6024	0.7762
0.3918	17.8824	608	0.6131	0.5077	0.6131	0.7830
0.3918	17.9412	610	0.6283	0.5403	0.6283	0.7926
0.3918	18.0	612	0.6478	0.5352	0.6478	0.8049
0.3918	18.0588	614	0.6582	0.5954	0.6582	0.8113
0.3918	18.1176	616	0.7024	0.5628	0.7024	0.8381
0.3918	18.1765	618	0.7590	0.4995	0.7590	0.8712
0.3918	18.2353	620	0.7485	0.4870	0.7485	0.8651
0.3918	18.2941	622	0.6925	0.5853	0.6925	0.8322
0.3918	18.3529	624	0.6287	0.5391	0.6287	0.7929
0.3918	18.4118	626	0.6060	0.4935	0.6060	0.7784
0.3918	18.4706	628	0.5976	0.5013	0.5976	0.7731
0.3918	18.5294	630	0.6017	0.5160	0.6017	0.7757
0.3918	18.5882	632	0.6361	0.4799	0.6361	0.7975
0.3918	18.6471	634	0.6765	0.5188	0.6765	0.8225
0.3918	18.7059	636	0.6872	0.5158	0.6872	0.8289
0.3918	18.7647	638	0.6661	0.5466	0.6661	0.8161
0.3918	18.8235	640	0.6293	0.5415	0.6293	0.7933
0.3918	18.8824	642	0.6420	0.4364	0.6420	0.8012
0.3918	18.9412	644	0.6843	0.4755	0.6843	0.8272
0.3918	19.0	646	0.6889	0.4628	0.6889	0.8300
0.3918	19.0588	648	0.6765	0.4892	0.6765	0.8225
0.3918	19.1176	650	0.6667	0.5031	0.6667	0.8165
0.3918	19.1765	652	0.6394	0.4384	0.6394	0.7997
0.3918	19.2353	654	0.6206	0.4224	0.6206	0.7878
0.3918	19.2941	656	0.6130	0.4224	0.6130	0.7829
0.3918	19.3529	658	0.6222	0.4735	0.6222	0.7888
0.3918	19.4118	660	0.6539	0.4996	0.6539	0.8086
0.3918	19.4706	662	0.6528	0.4996	0.6528	0.8079
0.3918	19.5294	664	0.6141	0.4714	0.6141	0.7836
0.3918	19.5882	666	0.5948	0.5088	0.5948	0.7712
0.3918	19.6471	668	0.5990	0.5146	0.5990	0.7740
0.3918	19.7059	670	0.5988	0.5146	0.5988	0.7738
0.3918	19.7647	672	0.5902	0.4878	0.5902	0.7683
0.3918	19.8235	674	0.5974	0.4841	0.5974	0.7729
0.3918	19.8824	676	0.6222	0.4859	0.6222	0.7888
0.3918	19.9412	678	0.6215	0.4777	0.6215	0.7884
0.3918	20.0	680	0.5905	0.4258	0.5905	0.7684
0.3918	20.0588	682	0.5802	0.4862	0.5802	0.7617
0.3918	20.1176	684	0.5996	0.5132	0.5996	0.7743
0.3918	20.1765	686	0.6009	0.5132	0.6009	0.7751
0.3918	20.2353	688	0.5929	0.5203	0.5929	0.7700
0.3918	20.2941	690	0.5944	0.5409	0.5944	0.7710
0.3918	20.3529	692	0.6020	0.5545	0.6020	0.7759
0.3918	20.4118	694	0.6068	0.5618	0.6068	0.7790
0.3918	20.4706	696	0.6231	0.5865	0.6231	0.7894
0.3918	20.5294	698	0.6437	0.6175	0.6437	0.8023
0.3918	20.5882	700	0.6649	0.6175	0.6649	0.8154
0.3918	20.6471	702	0.6809	0.5997	0.6809	0.8252
0.3918	20.7059	704	0.6652	0.5888	0.6652	0.8156
0.3918	20.7647	706	0.6458	0.6170	0.6458	0.8036
0.3918	20.8235	708	0.6437	0.6106	0.6437	0.8023
0.3918	20.8824	710	0.6456	0.6043	0.6456	0.8035
0.3918	20.9412	712	0.6392	0.6161	0.6392	0.7995
0.3918	21.0	714	0.6180	0.5920	0.6180	0.7861
0.3918	21.0588	716	0.5833	0.5464	0.5833	0.7637
0.3918	21.1176	718	0.5713	0.5173	0.5713	0.7558
0.3918	21.1765	720	0.5694	0.5173	0.5694	0.7546
0.3918	21.2353	722	0.5676	0.5162	0.5676	0.7534
0.3918	21.2941	724	0.5711	0.5415	0.5711	0.7557
0.3918	21.3529	726	0.5801	0.5607	0.5801	0.7616
0.3918	21.4118	728	0.5782	0.5607	0.5782	0.7604
0.3918	21.4706	730	0.5819	0.5607	0.5819	0.7629
0.3918	21.5294	732	0.5789	0.5222	0.5789	0.7609
0.3918	21.5882	734	0.5782	0.5239	0.5782	0.7604
0.3918	21.6471	736	0.5770	0.4880	0.5770	0.7596
0.3918	21.7059	738	0.5823	0.4676	0.5823	0.7631
0.3918	21.7647	740	0.6076	0.4507	0.6076	0.7795
0.3918	21.8235	742	0.6266	0.4925	0.6266	0.7916
0.3918	21.8824	744	0.6113	0.4449	0.6113	0.7818
0.3918	21.9412	746	0.5919	0.4652	0.5919	0.7694
0.3918	22.0	748	0.5944	0.4666	0.5944	0.7710
0.3918	22.0588	750	0.6001	0.4642	0.6001	0.7747
0.3918	22.1176	752	0.5973	0.5018	0.5973	0.7729
0.3918	22.1765	754	0.5895	0.5011	0.5895	0.7678
0.3918	22.2353	756	0.5925	0.5367	0.5925	0.7697
0.3918	22.2941	758	0.5901	0.5595	0.5901	0.7682
0.3918	22.3529	760	0.5850	0.5079	0.5850	0.7649
0.3918	22.4118	762	0.5769	0.4900	0.5769	0.7596
0.3918	22.4706	764	0.5735	0.5093	0.5735	0.7573
0.3918	22.5294	766	0.5825	0.5158	0.5825	0.7632
0.3918	22.5882	768	0.5932	0.5129	0.5932	0.7702
0.3918	22.6471	770	0.5945	0.5129	0.5945	0.7710
0.3918	22.7059	772	0.6038	0.4726	0.6038	0.7770
0.3918	22.7647	774	0.6190	0.4927	0.6190	0.7867
0.3918	22.8235	776	0.6073	0.4735	0.6073	0.7793
0.3918	22.8824	778	0.5857	0.4909	0.5857	0.7653
0.3918	22.9412	780	0.5805	0.5124	0.5805	0.7619
0.3918	23.0	782	0.5867	0.5082	0.5867	0.7659
0.3918	23.0588	784	0.5916	0.4875	0.5916	0.7692
0.3918	23.1176	786	0.5859	0.5018	0.5859	0.7654
0.3918	23.1765	788	0.5807	0.5158	0.5807	0.7620
0.3918	23.2353	790	0.5749	0.5279	0.5749	0.7582
0.3918	23.2941	792	0.5766	0.5451	0.5766	0.7593
0.3918	23.3529	794	0.5789	0.5451	0.5789	0.7608
0.3918	23.4118	796	0.5855	0.5337	0.5855	0.7652
0.3918	23.4706	798	0.6022	0.5374	0.6022	0.7760
0.3918	23.5294	800	0.6309	0.5307	0.6309	0.7943
0.3918	23.5882	802	0.6382	0.5257	0.6382	0.7989
0.3918	23.6471	804	0.6009	0.5251	0.6009	0.7752
0.3918	23.7059	806	0.5728	0.5601	0.5728	0.7568
0.3918	23.7647	808	0.5721	0.6129	0.5721	0.7564
0.3918	23.8235	810	0.5689	0.6211	0.5689	0.7542
0.3918	23.8824	812	0.5595	0.6135	0.5595	0.7480
0.3918	23.9412	814	0.5570	0.5451	0.5570	0.7463
0.3918	24.0	816	0.5633	0.5228	0.5633	0.7505
0.3918	24.0588	818	0.5642	0.5415	0.5642	0.7512
0.3918	24.1176	820	0.5661	0.5427	0.5661	0.7524
0.3918	24.1765	822	0.5730	0.5524	0.5730	0.7570
0.3918	24.2353	824	0.5758	0.5729	0.5758	0.7588
0.3918	24.2941	826	0.5743	0.5625	0.5743	0.7578
0.3918	24.3529	828	0.5716	0.5517	0.5716	0.7560
0.3918	24.4118	830	0.5673	0.5199	0.5673	0.7532
0.3918	24.4706	832	0.5666	0.5178	0.5666	0.7527
0.3918	24.5294	834	0.5681	0.5402	0.5681	0.7537
0.3918	24.5882	836	0.5687	0.5493	0.5687	0.7541
0.3918	24.6471	838	0.5753	0.5812	0.5753	0.7585
0.3918	24.7059	840	0.5764	0.6486	0.5764	0.7592
0.3918	24.7647	842	0.5666	0.5256	0.5666	0.7527
0.3918	24.8235	844	0.5572	0.5549	0.5572	0.7465
0.3918	24.8824	846	0.5665	0.4823	0.5665	0.7527
0.3918	24.9412	848	0.5975	0.4975	0.5975	0.7730
0.3918	25.0	850	0.6125	0.4968	0.6125	0.7826
0.3918	25.0588	852	0.5985	0.4585	0.5985	0.7736
0.3918	25.1176	854	0.5667	0.4953	0.5667	0.7528
0.3918	25.1765	856	0.5642	0.5172	0.5642	0.7511
0.3918	25.2353	858	0.5741	0.5187	0.5741	0.7577
0.3918	25.2941	860	0.5808	0.5126	0.5808	0.7621
0.3918	25.3529	862	0.5812	0.5177	0.5812	0.7624
0.3918	25.4118	864	0.5927	0.5585	0.5927	0.7698
0.3918	25.4706	866	0.6099	0.5139	0.6099	0.7809
0.3918	25.5294	868	0.6299	0.4876	0.6299	0.7937
0.3918	25.5882	870	0.6153	0.4924	0.6153	0.7844
0.3918	25.6471	872	0.5982	0.5061	0.5982	0.7734
0.3918	25.7059	874	0.5903	0.5195	0.5903	0.7683
0.3918	25.7647	876	0.5891	0.4856	0.5891	0.7675
0.3918	25.8235	878	0.5887	0.4903	0.5887	0.7673
0.3918	25.8824	880	0.5904	0.4865	0.5904	0.7684
0.3918	25.9412	882	0.5950	0.4991	0.5950	0.7714
0.3918	26.0	884	0.6039	0.5532	0.6039	0.7771
0.3918	26.0588	886	0.6091	0.5369	0.6091	0.7805
0.3918	26.1176	888	0.6070	0.5536	0.6070	0.7791
0.3918	26.1765	890	0.6108	0.5658	0.6108	0.7816
0.3918	26.2353	892	0.6055	0.5658	0.6055	0.7781
0.3918	26.2941	894	0.5977	0.5658	0.5977	0.7731
0.3918	26.3529	896	0.5979	0.5539	0.5979	0.7732
0.3918	26.4118	898	0.5896	0.5329	0.5896	0.7678
0.3918	26.4706	900	0.5703	0.5209	0.5703	0.7552
0.3918	26.5294	902	0.5636	0.5271	0.5636	0.7508
0.3918	26.5882	904	0.5685	0.5119	0.5685	0.7540
0.3918	26.6471	906	0.5743	0.5228	0.5743	0.7578
0.3918	26.7059	908	0.5881	0.4840	0.5881	0.7669
0.3918	26.7647	910	0.5849	0.4853	0.5849	0.7648
0.3918	26.8235	912	0.5862	0.4788	0.5862	0.7656
0.3918	26.8824	914	0.5908	0.4895	0.5908	0.7686
0.3918	26.9412	916	0.5989	0.4594	0.5989	0.7739
0.3918	27.0	918	0.5888	0.4594	0.5888	0.7673
0.3918	27.0588	920	0.5724	0.4727	0.5724	0.7565
0.3918	27.1176	922	0.5651	0.5072	0.5651	0.7518
0.3918	27.1765	924	0.5699	0.4849	0.5699	0.7549
0.3918	27.2353	926	0.5909	0.5876	0.5909	0.7687
0.3918	27.2941	928	0.6105	0.6081	0.6105	0.7813
0.3918	27.3529	930	0.6054	0.6081	0.6054	0.7781
0.3918	27.4118	932	0.5801	0.6076	0.5801	0.7617
0.3918	27.4706	934	0.5679	0.5077	0.5679	0.7536
0.3918	27.5294	936	0.5841	0.5581	0.5841	0.7643
0.3918	27.5882	938	0.5862	0.5561	0.5862	0.7656
0.3918	27.6471	940	0.5726	0.5077	0.5726	0.7567
0.3918	27.7059	942	0.5775	0.6232	0.5775	0.7599
0.3918	27.7647	944	0.6216	0.5797	0.6216	0.7884
0.3918	27.8235	946	0.6529	0.5313	0.6529	0.8080
0.3918	27.8824	948	0.6343	0.5713	0.6343	0.7964
0.3918	27.9412	950	0.6166	0.5609	0.6166	0.7853
0.3918	28.0	952	0.6021	0.5544	0.6021	0.7760
0.3918	28.0588	954	0.6034	0.5544	0.6034	0.7768
0.3918	28.1176	956	0.5986	0.5633	0.5986	0.7737
0.3918	28.1765	958	0.5955	0.5227	0.5955	0.7717
0.3918	28.2353	960	0.6130	0.5510	0.6130	0.7830
0.3918	28.2941	962	0.6348	0.6071	0.6348	0.7967
0.3918	28.3529	964	0.6331	0.5617	0.6331	0.7956
0.3918	28.4118	966	0.6188	0.5164	0.6188	0.7867
0.3918	28.4706	968	0.6077	0.5027	0.6077	0.7796
0.3918	28.5294	970	0.6065	0.5287	0.6065	0.7788
0.3918	28.5882	972	0.6064	0.5373	0.6064	0.7787
0.3918	28.6471	974	0.6006	0.5259	0.6006	0.7750
0.3918	28.7059	976	0.5964	0.4998	0.5964	0.7722
0.3918	28.7647	978	0.5970	0.4998	0.5970	0.7726
0.3918	28.8235	980	0.5899	0.4998	0.5899	0.7681
0.3918	28.8824	982	0.5820	0.5042	0.5820	0.7629
0.3918	28.9412	984	0.5815	0.5042	0.5815	0.7626
0.3918	29.0	986	0.5882	0.5109	0.5882	0.7670
0.3918	29.0588	988	0.5910	0.4932	0.5910	0.7688
0.3918	29.1176	990	0.6070	0.4783	0.6070	0.7791
0.3918	29.1765	992	0.6357	0.5119	0.6357	0.7973
0.3918	29.2353	994	0.6589	0.5104	0.6589	0.8118
0.3918	29.2941	996	0.6479	0.5189	0.6479	0.8049
0.3918	29.3529	998	0.6206	0.5216	0.6206	0.7878
0.065	29.4118	1000	0.6013	0.5239	0.6013	0.7754
0.065	29.4706	1002	0.5965	0.5088	0.5965	0.7723
0.065	29.5294	1004	0.5949	0.5178	0.5949	0.7713
0.065	29.5882	1006	0.5877	0.4998	0.5877	0.7666
0.065	29.6471	1008	0.5784	0.5155	0.5784	0.7606
0.065	29.7059	1010	0.5779	0.5267	0.5779	0.7602
0.065	29.7647	1012	0.5902	0.5093	0.5902	0.7682
0.065	29.8235	1014	0.6111	0.4927	0.6111	0.7817
0.065	29.8824	1016	0.6095	0.4780	0.6095	0.7807
0.065	29.9412	1018	0.5898	0.4781	0.5898	0.7680
0.065	30.0	1020	0.5851	0.5238	0.5851	0.7649

Framework versions

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