ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k12_task1_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: 0.5654
• Qwk: 0.7891
• Mse: 0.5654
• Rmse: 0.7519

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	0.0357	2	6.7747	0.0116	6.7747	2.6028
No log	0.0714	4	4.3704	0.0928	4.3704	2.0906
No log	0.1071	6	3.8153	-0.0821	3.8153	1.9533
No log	0.1429	8	3.9993	-0.0816	3.9993	1.9998
No log	0.1786	10	3.1154	-0.0530	3.1154	1.7650
No log	0.2143	12	2.0133	0.1017	2.0133	1.4189
No log	0.25	14	1.7251	0.1455	1.7251	1.3134
No log	0.2857	16	1.8047	0.2281	1.8047	1.3434
No log	0.3214	18	1.8491	0.2167	1.8491	1.3598
No log	0.3571	20	1.5834	0.1786	1.5834	1.2584
No log	0.3929	22	1.5207	0.2281	1.5207	1.2332
No log	0.4286	24	1.5040	0.3130	1.5040	1.2264
No log	0.4643	26	1.8152	0.2087	1.8152	1.3473
No log	0.5	28	2.3623	0.0781	2.3623	1.5370
No log	0.5357	30	2.4099	0.0709	2.4099	1.5524
No log	0.5714	32	2.2166	0.1538	2.2166	1.4888
No log	0.6071	34	2.0809	0.1986	2.0809	1.4425
No log	0.6429	36	1.8924	0.3548	1.8924	1.3757
No log	0.6786	38	1.6851	0.3793	1.6851	1.2981
No log	0.7143	40	1.6575	0.3761	1.6575	1.2874
No log	0.75	42	1.6794	0.3667	1.6794	1.2959
No log	0.7857	44	1.6502	0.35	1.6502	1.2846
No log	0.8214	46	1.7226	0.368	1.7226	1.3125
No log	0.8571	48	1.9917	0.2370	1.9917	1.4113
No log	0.8929	50	1.8535	0.3231	1.8535	1.3614
No log	0.9286	52	1.4876	0.3902	1.4876	1.2197
No log	0.9643	54	1.3381	0.3559	1.3381	1.1568
No log	1.0	56	1.3071	0.3130	1.3071	1.1433
No log	1.0357	58	1.3966	0.3393	1.3966	1.1818
No log	1.0714	60	1.3731	0.3393	1.3731	1.1718
No log	1.1071	62	1.2651	0.3902	1.2651	1.1248
No log	1.1429	64	1.3289	0.4724	1.3289	1.1528
No log	1.1786	66	1.1987	0.5156	1.1987	1.0949
No log	1.2143	68	1.0887	0.496	1.0887	1.0434
No log	1.25	70	1.1141	0.496	1.1141	1.0555
No log	1.2857	72	1.1669	0.4688	1.1669	1.0802
No log	1.3214	74	1.3993	0.4511	1.3993	1.1829
No log	1.3571	76	1.4395	0.3582	1.4395	1.1998
No log	1.3929	78	1.3538	0.5362	1.3538	1.1635
No log	1.4286	80	1.0315	0.6119	1.0315	1.0156
No log	1.4643	82	0.9971	0.5512	0.9971	0.9985
No log	1.5	84	0.9621	0.6567	0.9621	0.9809
No log	1.5357	86	0.9919	0.6338	0.9919	0.9959
No log	1.5714	88	0.9621	0.6370	0.9621	0.9809
No log	1.6071	90	1.0497	0.5161	1.0497	1.0245
No log	1.6429	92	1.1211	0.5397	1.1211	1.0588
No log	1.6786	94	1.2196	0.5397	1.2196	1.1044
No log	1.7143	96	1.2436	0.5156	1.2436	1.1151
No log	1.75	98	1.0673	0.6357	1.0673	1.0331
No log	1.7857	100	1.0119	0.5161	1.0119	1.0059
No log	1.8214	102	1.0127	0.5203	1.0127	1.0063
No log	1.8571	104	1.0669	0.528	1.0669	1.0329
No log	1.8929	106	1.3468	0.5344	1.3468	1.1605
No log	1.9286	108	1.3750	0.5263	1.3750	1.1726
No log	1.9643	110	1.3000	0.5865	1.3000	1.1402
No log	2.0	112	0.9939	0.576	0.9939	0.9969
No log	2.0357	114	0.9388	0.5806	0.9388	0.9689
No log	2.0714	116	0.9825	0.6299	0.9825	0.9912
No log	2.1071	118	1.1427	0.5564	1.1427	1.0690
No log	2.1429	120	1.0418	0.5846	1.0418	1.0207
No log	2.1786	122	0.8820	0.6047	0.8820	0.9392
No log	2.2143	124	0.9832	0.6043	0.9832	0.9916
No log	2.25	126	0.9494	0.6331	0.9494	0.9744
No log	2.2857	128	0.8069	0.6269	0.8069	0.8983
No log	2.3214	130	0.8406	0.6515	0.8406	0.9169
No log	2.3571	132	0.8097	0.6716	0.8097	0.8998
No log	2.3929	134	0.8220	0.7	0.8220	0.9067
No log	2.4286	136	0.8629	0.7042	0.8629	0.9289
No log	2.4643	138	0.8272	0.7133	0.8272	0.9095
No log	2.5	140	0.7956	0.6667	0.7956	0.8920
No log	2.5357	142	0.8307	0.6715	0.8307	0.9114
No log	2.5714	144	0.8353	0.6715	0.8353	0.9139
No log	2.6071	146	0.8083	0.6571	0.8083	0.8991
No log	2.6429	148	0.8739	0.6993	0.8739	0.9348
No log	2.6786	150	0.9167	0.6486	0.9167	0.9574
No log	2.7143	152	0.9906	0.6358	0.9906	0.9953
No log	2.75	154	1.0342	0.6104	1.0342	1.0170
No log	2.7857	156	1.0098	0.6194	1.0098	1.0049
No log	2.8214	158	0.7933	0.7097	0.7933	0.8907
No log	2.8571	160	0.6602	0.7792	0.6602	0.8125
No log	2.8929	162	0.6933	0.7310	0.6933	0.8326
No log	2.9286	164	0.7401	0.7211	0.7401	0.8603
No log	2.9643	166	0.7589	0.7114	0.7589	0.8712
No log	3.0	168	0.7996	0.7297	0.7996	0.8942
No log	3.0357	170	0.8069	0.7123	0.8069	0.8983
No log	3.0714	172	0.8152	0.6944	0.8152	0.9029
No log	3.1071	174	0.8188	0.6761	0.8188	0.9049
No log	3.1429	176	0.7459	0.6950	0.7459	0.8636
No log	3.1786	178	0.7136	0.7324	0.7136	0.8448
No log	3.2143	180	0.7156	0.6993	0.7156	0.8459
No log	3.25	182	0.6771	0.7347	0.6771	0.8229
No log	3.2857	184	0.6620	0.7333	0.6620	0.8136
No log	3.3214	186	0.7618	0.7799	0.7618	0.8728
No log	3.3571	188	0.7928	0.7389	0.7928	0.8904
No log	3.3929	190	0.7699	0.7550	0.7699	0.8775
No log	3.4286	192	0.7995	0.7467	0.7995	0.8942
No log	3.4643	194	0.8149	0.7483	0.8149	0.9027
No log	3.5	196	0.8242	0.7092	0.8242	0.9079
No log	3.5357	198	0.8090	0.7568	0.8090	0.8994
No log	3.5714	200	0.9014	0.6839	0.9014	0.9494
No log	3.6071	202	0.9756	0.7097	0.9756	0.9877
No log	3.6429	204	0.7673	0.7613	0.7673	0.8759
No log	3.6786	206	0.7168	0.7448	0.7168	0.8466
No log	3.7143	208	0.7977	0.6712	0.7977	0.8932
No log	3.75	210	0.8152	0.6712	0.8152	0.9029
No log	3.7857	212	0.7098	0.6857	0.7098	0.8425
No log	3.8214	214	0.7412	0.7568	0.7412	0.8610
No log	3.8571	216	0.7730	0.7432	0.7730	0.8792
No log	3.8929	218	0.7000	0.7534	0.7000	0.8367
No log	3.9286	220	0.7496	0.7092	0.7496	0.8658
No log	3.9643	222	0.8599	0.6667	0.8599	0.9273
No log	4.0	224	0.8137	0.7034	0.8137	0.9020
No log	4.0357	226	0.7606	0.6853	0.7606	0.8721
No log	4.0714	228	0.8592	0.6667	0.8592	0.9269
No log	4.1071	230	0.8460	0.6906	0.8460	0.9198
No log	4.1429	232	0.8464	0.6370	0.8464	0.9200
No log	4.1786	234	0.8498	0.6370	0.8498	0.9219
No log	4.2143	236	0.8522	0.6714	0.8522	0.9232
No log	4.25	238	0.9152	0.6522	0.9152	0.9567
No log	4.2857	240	0.9457	0.6621	0.9458	0.9725
No log	4.3214	242	0.8275	0.7234	0.8275	0.9097
No log	4.3571	244	0.8029	0.7183	0.8029	0.8960
No log	4.3929	246	0.9305	0.6389	0.9305	0.9646
No log	4.4286	248	0.9195	0.6531	0.9195	0.9589
No log	4.4643	250	0.7912	0.6901	0.7912	0.8895
No log	4.5	252	0.7084	0.7361	0.7084	0.8416
No log	4.5357	254	0.7177	0.7273	0.7177	0.8472
No log	4.5714	256	0.7939	0.6857	0.7939	0.8910
No log	4.6071	258	0.8955	0.6812	0.8955	0.9463
No log	4.6429	260	0.9246	0.6812	0.9246	0.9616
No log	4.6786	262	0.8624	0.6857	0.8624	0.9287
No log	4.7143	264	0.7698	0.6857	0.7698	0.8774
No log	4.75	266	0.7320	0.7133	0.7320	0.8556
No log	4.7857	268	0.6917	0.7347	0.6917	0.8317
No log	4.8214	270	0.6563	0.7222	0.6563	0.8101
No log	4.8571	272	0.6125	0.7517	0.6125	0.7826
No log	4.8929	274	0.5537	0.8	0.5537	0.7441
No log	4.9286	276	0.5299	0.8050	0.5299	0.7280
No log	4.9643	278	0.5145	0.8221	0.5145	0.7173
No log	5.0	280	0.5186	0.8199	0.5186	0.7201
No log	5.0357	282	0.5092	0.8025	0.5092	0.7136
No log	5.0714	284	0.5216	0.8025	0.5216	0.7222
No log	5.1071	286	0.5387	0.8052	0.5387	0.7339
No log	5.1429	288	0.5435	0.8101	0.5435	0.7372
No log	5.1786	290	0.5118	0.8302	0.5118	0.7154
No log	5.2143	292	0.4815	0.8101	0.4815	0.6939
No log	5.25	294	0.5098	0.8148	0.5098	0.7140
No log	5.2857	296	0.5289	0.8148	0.5289	0.7272
No log	5.3214	298	0.5451	0.7925	0.5451	0.7383
No log	5.3571	300	0.5838	0.8101	0.5838	0.7640
No log	5.3929	302	0.6099	0.8	0.6099	0.7809
No log	5.4286	304	0.6603	0.8052	0.6603	0.8126
No log	5.4643	306	0.6966	0.7724	0.6966	0.8346
No log	5.5	308	0.7060	0.7273	0.7060	0.8402
No log	5.5357	310	0.6563	0.7919	0.6563	0.8101
No log	5.5714	312	0.6372	0.7843	0.6372	0.7983
No log	5.6071	314	0.6004	0.8	0.6004	0.7749
No log	5.6429	316	0.5631	0.7792	0.5631	0.7504
No log	5.6786	318	0.7392	0.7143	0.7392	0.8598
No log	5.7143	320	0.8312	0.6842	0.8312	0.9117
No log	5.75	322	0.7211	0.6667	0.7211	0.8492
No log	5.7857	324	0.5944	0.7755	0.5944	0.7710
No log	5.8214	326	0.5919	0.7919	0.5919	0.7694
No log	5.8571	328	0.6104	0.7808	0.6104	0.7813
No log	5.8929	330	0.7504	0.6892	0.7504	0.8662
No log	5.9286	332	0.9110	0.6667	0.9110	0.9544
No log	5.9643	334	0.9334	0.6667	0.9334	0.9661
No log	6.0	336	0.9353	0.6803	0.9353	0.9671
No log	6.0357	338	0.9017	0.6713	0.9017	0.9496
No log	6.0714	340	0.9282	0.6324	0.9282	0.9634
No log	6.1071	342	0.9413	0.6316	0.9413	0.9702
No log	6.1429	344	0.9145	0.6525	0.9145	0.9563
No log	6.1786	346	0.8487	0.6667	0.8487	0.9213
No log	6.2143	348	0.7658	0.6993	0.7658	0.8751
No log	6.25	350	0.7357	0.6901	0.7357	0.8577
No log	6.2857	352	0.6725	0.7619	0.6725	0.8200
No log	6.3214	354	0.6486	0.7586	0.6486	0.8054
No log	6.3571	356	0.6567	0.8	0.6567	0.8104
No log	6.3929	358	0.6600	0.7671	0.6600	0.8124
No log	6.4286	360	0.6374	0.7891	0.6374	0.7983
No log	6.4643	362	0.5969	0.8054	0.5969	0.7726
No log	6.5	364	0.5665	0.8052	0.5665	0.7526
No log	6.5357	366	0.5755	0.8079	0.5755	0.7586
No log	6.5714	368	0.6474	0.7550	0.6474	0.8046
No log	6.6071	370	0.7737	0.6622	0.7737	0.8796
No log	6.6429	372	0.7692	0.7448	0.7692	0.8770
No log	6.6786	374	0.7644	0.6944	0.7644	0.8743
No log	6.7143	376	0.8377	0.7234	0.8377	0.9152
No log	6.75	378	0.8390	0.7	0.8390	0.9159
No log	6.7857	380	0.7847	0.6761	0.7847	0.8859
No log	6.8214	382	0.7591	0.6667	0.7591	0.8713
No log	6.8571	384	0.7418	0.7183	0.7418	0.8613
No log	6.8929	386	0.7470	0.7092	0.7470	0.8643
No log	6.9286	388	0.7509	0.7324	0.7509	0.8665
No log	6.9643	390	0.7355	0.6950	0.7355	0.8576
No log	7.0	392	0.7241	0.7273	0.7241	0.8510
No log	7.0357	394	0.7159	0.7324	0.7159	0.8461
No log	7.0714	396	0.7129	0.7383	0.7129	0.8444
No log	7.1071	398	0.7097	0.7448	0.7097	0.8425
No log	7.1429	400	0.7076	0.7397	0.7076	0.8412
No log	7.1786	402	0.7293	0.7639	0.7293	0.8540
No log	7.2143	404	0.7851	0.6901	0.7851	0.8860
No log	7.25	406	0.8031	0.6901	0.8031	0.8962
No log	7.2857	408	0.8090	0.7	0.8090	0.8994
No log	7.3214	410	0.7857	0.7092	0.7857	0.8864
No log	7.3571	412	0.7636	0.7092	0.7636	0.8738
No log	7.3929	414	0.7341	0.7183	0.7341	0.8568
No log	7.4286	416	0.7538	0.7083	0.7538	0.8682
No log	7.4643	418	0.7783	0.6993	0.7783	0.8822
No log	7.5	420	0.7603	0.6993	0.7603	0.8720
No log	7.5357	422	0.7378	0.6993	0.7378	0.8590
No log	7.5714	424	0.7280	0.75	0.7280	0.8532
No log	7.6071	426	0.7602	0.7222	0.7602	0.8719
No log	7.6429	428	0.7602	0.6993	0.7602	0.8719
No log	7.6786	430	0.6962	0.7222	0.6962	0.8344
No log	7.7143	432	0.7023	0.7310	0.7023	0.8380
No log	7.75	434	0.8238	0.6803	0.8238	0.9077
No log	7.7857	436	0.8287	0.6803	0.8287	0.9103
No log	7.8214	438	0.7278	0.7	0.7278	0.8531
No log	7.8571	440	0.6512	0.7724	0.6512	0.8070
No log	7.8929	442	0.6797	0.7083	0.6797	0.8245
No log	7.9286	444	0.6917	0.7034	0.6917	0.8317
No log	7.9643	446	0.6417	0.7568	0.6417	0.8011
No log	8.0	448	0.6046	0.7671	0.6046	0.7775
No log	8.0357	450	0.6549	0.8026	0.6549	0.8092
No log	8.0714	452	0.6556	0.7919	0.6556	0.8097
No log	8.1071	454	0.6283	0.7724	0.6283	0.7927
No log	8.1429	456	0.6357	0.7639	0.6357	0.7973
No log	8.1786	458	0.6513	0.7568	0.6513	0.8071
No log	8.2143	460	0.6103	0.7785	0.6103	0.7812
No log	8.25	462	0.6017	0.7755	0.6017	0.7757
No log	8.2857	464	0.6094	0.7755	0.6094	0.7806
No log	8.3214	466	0.6284	0.7724	0.6284	0.7927
No log	8.3571	468	0.6586	0.7639	0.6586	0.8115
No log	8.3929	470	0.6903	0.7286	0.6903	0.8308
No log	8.4286	472	0.6828	0.7413	0.6828	0.8263
No log	8.4643	474	0.6731	0.7413	0.6731	0.8204
No log	8.5	476	0.6866	0.6993	0.6866	0.8286
No log	8.5357	478	0.6849	0.6993	0.6849	0.8276
No log	8.5714	480	0.6663	0.7222	0.6663	0.8162
No log	8.6071	482	0.6372	0.7550	0.6372	0.7982
No log	8.6429	484	0.6731	0.7162	0.6731	0.8204
No log	8.6786	486	0.6873	0.6944	0.6873	0.8290
No log	8.7143	488	0.7169	0.6944	0.7169	0.8467
No log	8.75	490	0.7544	0.7075	0.7544	0.8685
No log	8.7857	492	0.7459	0.72	0.7459	0.8637
No log	8.8214	494	0.6706	0.7222	0.6706	0.8189
No log	8.8571	496	0.6467	0.7724	0.6467	0.8042
No log	8.8929	498	0.9057	0.6207	0.9057	0.9517
0.4395	8.9286	500	1.1411	0.6040	1.1411	1.0682
0.4395	8.9643	502	1.1103	0.5850	1.1103	1.0537
0.4395	9.0	504	0.9921	0.5816	0.9921	0.9960
0.4395	9.0357	506	0.8790	0.6377	0.8790	0.9375
0.4395	9.0714	508	0.7226	0.6812	0.7226	0.8501
0.4395	9.1071	510	0.6359	0.7724	0.6359	0.7974
0.4395	9.1429	512	0.6091	0.7785	0.6091	0.7805
0.4395	9.1786	514	0.5709	0.7843	0.5709	0.7556
0.4395	9.2143	516	0.5363	0.8333	0.5363	0.7324
0.4395	9.25	518	0.5761	0.7742	0.5761	0.7590
0.4395	9.2857	520	0.5628	0.7821	0.5628	0.7502
0.4395	9.3214	522	0.5620	0.7867	0.5620	0.7497
0.4395	9.3571	524	0.7336	0.72	0.7336	0.8565
0.4395	9.3929	526	0.8798	0.6531	0.8798	0.9380
0.4395	9.4286	528	0.8821	0.6621	0.8821	0.9392
0.4395	9.4643	530	0.8510	0.6621	0.8510	0.9225
0.4395	9.5	532	0.7604	0.7114	0.7604	0.8720
0.4395	9.5357	534	0.7291	0.7595	0.7291	0.8538
0.4395	9.5714	536	0.7016	0.7595	0.7016	0.8376
0.4395	9.6071	538	0.7464	0.7020	0.7464	0.8640
0.4395	9.6429	540	0.8245	0.6753	0.8245	0.9080
0.4395	9.6786	542	0.9129	0.6962	0.9129	0.9554
0.4395	9.7143	544	0.9748	0.6708	0.9748	0.9873
0.4395	9.75	546	0.9117	0.6667	0.9117	0.9549
0.4395	9.7857	548	0.7924	0.6757	0.7924	0.8902
0.4395	9.8214	550	0.6996	0.7586	0.6996	0.8364
0.4395	9.8571	552	0.6309	0.7733	0.6309	0.7943
0.4395	9.8929	554	0.6130	0.7654	0.6130	0.7830
0.4395	9.9286	556	0.6285	0.7485	0.6285	0.7928
0.4395	9.9643	558	0.6350	0.7643	0.6350	0.7969
0.4395	10.0	560	0.6513	0.7703	0.6513	0.8071
0.4395	10.0357	562	0.6819	0.7361	0.6819	0.8258
0.4395	10.0714	564	0.6865	0.7361	0.6865	0.8286
0.4395	10.1071	566	0.7195	0.7413	0.7195	0.8482
0.4395	10.1429	568	0.7134	0.7465	0.7134	0.8447
0.4395	10.1786	570	0.7026	0.7183	0.7026	0.8382
0.4395	10.2143	572	0.7506	0.6809	0.7506	0.8664
0.4395	10.25	574	0.7986	0.6712	0.7986	0.8936
0.4395	10.2857	576	0.7860	0.6712	0.7860	0.8866
0.4395	10.3214	578	0.7076	0.6846	0.7076	0.8412
0.4395	10.3571	580	0.6520	0.7417	0.6520	0.8074
0.4395	10.3929	582	0.6280	0.7582	0.6280	0.7925
0.4395	10.4286	584	0.6301	0.7355	0.6301	0.7938
0.4395	10.4643	586	0.7002	0.7456	0.7002	0.8368
0.4395	10.5	588	0.8207	0.6875	0.8207	0.9059
0.4395	10.5357	590	0.8205	0.6623	0.8205	0.9058
0.4395	10.5714	592	0.7454	0.7	0.7454	0.8634
0.4395	10.6071	594	0.7056	0.7083	0.7056	0.8400
0.4395	10.6429	596	0.6911	0.7083	0.6911	0.8313
0.4395	10.6786	598	0.6722	0.7083	0.6722	0.8199
0.4395	10.7143	600	0.6684	0.7133	0.6684	0.8176
0.4395	10.75	602	0.6422	0.7755	0.6422	0.8014
0.4395	10.7857	604	0.6388	0.7671	0.6388	0.7993
0.4395	10.8214	606	0.6608	0.7891	0.6608	0.8129
0.4395	10.8571	608	0.6812	0.7746	0.6812	0.8253
0.4395	10.8929	610	0.6843	0.7832	0.6843	0.8272
0.4395	10.9286	612	0.6723	0.7832	0.6723	0.8199
0.4395	10.9643	614	0.6558	0.7862	0.6558	0.8098
0.4395	11.0	616	0.6362	0.7808	0.6362	0.7976
0.4395	11.0357	618	0.5963	0.8163	0.5963	0.7722
0.4395	11.0714	620	0.5700	0.8267	0.5700	0.7550
0.4395	11.1071	622	0.5859	0.7561	0.5859	0.7654
0.4395	11.1429	624	0.6744	0.7602	0.6744	0.8212
0.4395	11.1786	626	0.6910	0.7394	0.6910	0.8312
0.4395	11.2143	628	0.6726	0.7389	0.6726	0.8201
0.4395	11.25	630	0.6242	0.7432	0.6242	0.7900
0.4395	11.2857	632	0.5874	0.7639	0.5874	0.7664
0.4395	11.3214	634	0.5920	0.7733	0.5920	0.7694
0.4395	11.3571	636	0.5526	0.7568	0.5526	0.7433
0.4395	11.3929	638	0.5325	0.8	0.5325	0.7297
0.4395	11.4286	640	0.5908	0.7778	0.5908	0.7686
0.4395	11.4643	642	0.5857	0.7853	0.5857	0.7653
0.4395	11.5	644	0.5355	0.8171	0.5355	0.7317
0.4395	11.5357	646	0.5241	0.7973	0.5241	0.7239
0.4395	11.5714	648	0.5499	0.8082	0.5499	0.7415
0.4395	11.6071	650	0.5932	0.7862	0.5932	0.7702
0.4395	11.6429	652	0.6093	0.8056	0.6093	0.7806
0.4395	11.6786	654	0.6386	0.7397	0.6386	0.7991
0.4395	11.7143	656	0.6737	0.7310	0.6737	0.8208
0.4395	11.75	658	0.6566	0.7397	0.6566	0.8103
0.4395	11.7857	660	0.5774	0.7632	0.5774	0.7599
0.4395	11.8214	662	0.5575	0.8101	0.5575	0.7467
0.4395	11.8571	664	0.5619	0.8199	0.5619	0.7496
0.4395	11.8929	666	0.5794	0.8125	0.5794	0.7612
0.4395	11.9286	668	0.6203	0.7550	0.6203	0.7876
0.4395	11.9643	670	0.6424	0.7947	0.6424	0.8015
0.4395	12.0	672	0.6718	0.7534	0.6718	0.8197
0.4395	12.0357	674	0.6867	0.7724	0.6867	0.8287
0.4395	12.0714	676	0.6820	0.75	0.6820	0.8258
0.4395	12.1071	678	0.6650	0.7639	0.6650	0.8155
0.4395	12.1429	680	0.6201	0.7838	0.6201	0.7875
0.4395	12.1786	682	0.5728	0.8129	0.5728	0.7568
0.4395	12.2143	684	0.5536	0.8129	0.5536	0.7441
0.4395	12.25	686	0.5396	0.8176	0.5396	0.7346
0.4395	12.2857	688	0.5510	0.8462	0.5510	0.7423
0.4395	12.3214	690	0.6129	0.7821	0.6129	0.7829
0.4395	12.3571	692	0.6411	0.7742	0.6411	0.8007
0.4395	12.3929	694	0.5996	0.7871	0.5996	0.7743
0.4395	12.4286	696	0.5873	0.8421	0.5873	0.7663
0.4395	12.4643	698	0.6086	0.8212	0.6086	0.7801
0.4395	12.5	700	0.6444	0.8267	0.6444	0.8027
0.4395	12.5357	702	0.6631	0.7671	0.6631	0.8143
0.4395	12.5714	704	0.6790	0.7671	0.6790	0.8240
0.4395	12.6071	706	0.6900	0.7324	0.6900	0.8307
0.4395	12.6429	708	0.6763	0.7413	0.6763	0.8224
0.4395	12.6786	710	0.6181	0.7867	0.6181	0.7862
0.4395	12.7143	712	0.5547	0.8280	0.5547	0.7448
0.4395	12.75	714	0.5293	0.8344	0.5293	0.7276
0.4395	12.7857	716	0.5330	0.8	0.5330	0.7301
0.4395	12.8214	718	0.5429	0.8049	0.5429	0.7368
0.4395	12.8571	720	0.5503	0.8049	0.5503	0.7418
0.4395	12.8929	722	0.5472	0.8447	0.5472	0.7397
0.4395	12.9286	724	0.5964	0.7771	0.5964	0.7722
0.4395	12.9643	726	0.6232	0.7712	0.6232	0.7894
0.4395	13.0	728	0.6160	0.8077	0.6160	0.7848
0.4395	13.0357	730	0.6045	0.8077	0.6045	0.7775
0.4395	13.0714	732	0.6037	0.7949	0.6037	0.7770
0.4395	13.1071	734	0.6151	0.7692	0.6151	0.7843
0.4395	13.1429	736	0.6381	0.7417	0.6381	0.7988
0.4395	13.1786	738	0.6467	0.7417	0.6467	0.8042
0.4395	13.2143	740	0.6594	0.7333	0.6594	0.8121
0.4395	13.25	742	0.6860	0.7260	0.6860	0.8282
0.4395	13.2857	744	0.7008	0.7114	0.7008	0.8371
0.4395	13.3214	746	0.7441	0.7089	0.7441	0.8626
0.4395	13.3571	748	0.7884	0.6879	0.7884	0.8879
0.4395	13.3929	750	0.7631	0.7089	0.7631	0.8735
0.4395	13.4286	752	0.7149	0.7042	0.7149	0.8455
0.4395	13.4643	754	0.7256	0.7222	0.7256	0.8518
0.4395	13.5	756	0.7615	0.7083	0.7615	0.8726
0.4395	13.5357	758	0.7835	0.6944	0.7835	0.8852
0.4395	13.5714	760	0.7851	0.6853	0.7851	0.8861
0.4395	13.6071	762	0.7518	0.7123	0.7518	0.8671
0.4395	13.6429	764	0.7206	0.6853	0.7206	0.8489
0.4395	13.6786	766	0.6957	0.7123	0.6957	0.8341
0.4395	13.7143	768	0.6724	0.7067	0.6724	0.8200
0.4395	13.75	770	0.6765	0.7051	0.6765	0.8225
0.4395	13.7857	772	0.7363	0.7305	0.7363	0.8581
0.4395	13.8214	774	0.7642	0.6871	0.7642	0.8742
0.4395	13.8571	776	0.7501	0.6849	0.7501	0.8661
0.4395	13.8929	778	0.7094	0.6806	0.7094	0.8423
0.4395	13.9286	780	0.6525	0.7347	0.6525	0.8077
0.4395	13.9643	782	0.6162	0.7815	0.6162	0.7850
0.4395	14.0	784	0.5964	0.7815	0.5964	0.7723
0.4395	14.0357	786	0.5831	0.7853	0.5831	0.7636
0.4395	14.0714	788	0.6099	0.7886	0.6099	0.7810
0.4395	14.1071	790	0.6924	0.7957	0.6924	0.8321
0.4395	14.1429	792	0.7535	0.7473	0.7535	0.8680
0.4395	14.1786	794	0.7210	0.7143	0.7210	0.8491
0.4395	14.2143	796	0.6789	0.6812	0.6789	0.8240
0.4395	14.25	798	0.6545	0.7482	0.6545	0.8090
0.4395	14.2857	800	0.6404	0.7626	0.6404	0.8002
0.4395	14.3214	802	0.6173	0.7586	0.6173	0.7857
0.4395	14.3571	804	0.6104	0.7361	0.6104	0.7813
0.4395	14.3929	806	0.6221	0.7673	0.6221	0.7888
0.4395	14.4286	808	0.6117	0.7711	0.6117	0.7821
0.4395	14.4643	810	0.5830	0.7805	0.5830	0.7635
0.4395	14.5	812	0.5358	0.8105	0.5358	0.7320
0.4395	14.5357	814	0.5344	0.7919	0.5344	0.7311
0.4395	14.5714	816	0.5896	0.7763	0.5896	0.7679
0.4395	14.6071	818	0.5881	0.7974	0.5881	0.7669
0.4395	14.6429	820	0.5346	0.8026	0.5346	0.7311
0.4395	14.6786	822	0.5220	0.7947	0.5220	0.7225
0.4395	14.7143	824	0.5484	0.7867	0.5484	0.7405
0.4395	14.75	826	0.5567	0.7867	0.5567	0.7461
0.4395	14.7857	828	0.5373	0.7919	0.5373	0.7330
0.4395	14.8214	830	0.5359	0.8054	0.5359	0.7320
0.4395	14.8571	832	0.5408	0.8054	0.5408	0.7354
0.4395	14.8929	834	0.5284	0.8133	0.5284	0.7269
0.4395	14.9286	836	0.5440	0.7947	0.5440	0.7375
0.4395	14.9643	838	0.5888	0.7483	0.5888	0.7673
0.4395	15.0	840	0.6074	0.76	0.6074	0.7793
0.4395	15.0357	842	0.5774	0.7643	0.5774	0.7599
0.4395	15.0714	844	0.5458	0.8052	0.5458	0.7388
0.4395	15.1071	846	0.5515	0.8235	0.5515	0.7426
0.4395	15.1429	848	0.5542	0.8235	0.5542	0.7444
0.4395	15.1786	850	0.5383	0.8235	0.5383	0.7337
0.4395	15.2143	852	0.5347	0.8052	0.5347	0.7313
0.4395	15.25	854	0.5319	0.8052	0.5319	0.7293
0.4395	15.2857	856	0.5298	0.8333	0.5298	0.7279
0.4395	15.3214	858	0.5510	0.8199	0.5510	0.7423
0.4395	15.3571	860	0.5781	0.8125	0.5781	0.7603
0.4395	15.3929	862	0.5717	0.8023	0.5717	0.7561
0.4395	15.4286	864	0.5502	0.8166	0.5502	0.7417
0.4395	15.4643	866	0.5557	0.7875	0.5557	0.7455
0.4395	15.5	868	0.5821	0.7625	0.5821	0.7630
0.4395	15.5357	870	0.5637	0.7765	0.5637	0.7508
0.4395	15.5714	872	0.5545	0.8118	0.5545	0.7446
0.4395	15.6071	874	0.6109	0.7861	0.6109	0.7816
0.4395	15.6429	876	0.6362	0.7907	0.6362	0.7976
0.4395	15.6786	878	0.6207	0.7711	0.6207	0.7878
0.4395	15.7143	880	0.5770	0.7784	0.5770	0.7596
0.4395	15.75	882	0.5607	0.7879	0.5607	0.7488
0.4395	15.7857	884	0.5405	0.8136	0.5405	0.7352
0.4395	15.8214	886	0.5426	0.8136	0.5426	0.7366
0.4395	15.8571	888	0.5558	0.8118	0.5558	0.7455
0.4395	15.8929	890	0.5838	0.7875	0.5838	0.7641
0.4395	15.9286	892	0.6034	0.7417	0.6034	0.7768
0.4395	15.9643	894	0.5789	0.7582	0.5789	0.7609
0.4395	16.0	896	0.5456	0.7898	0.5456	0.7386
0.4395	16.0357	898	0.5470	0.7805	0.5470	0.7396
0.4395	16.0714	900	0.5532	0.7953	0.5532	0.7438
0.4395	16.1071	902	0.5719	0.8022	0.5719	0.7562
0.4395	16.1429	904	0.5845	0.7889	0.5845	0.7645
0.4395	16.1786	906	0.6321	0.7821	0.6321	0.7951
0.4395	16.2143	908	0.6549	0.7456	0.6549	0.8092
0.4395	16.25	910	0.7071	0.7006	0.7071	0.8409
0.4395	16.2857	912	0.6920	0.6846	0.6920	0.8319
0.4395	16.3214	914	0.7015	0.6901	0.7015	0.8375
0.4395	16.3571	916	0.7250	0.7143	0.7250	0.8515
0.4395	16.3929	918	0.7314	0.7092	0.7314	0.8552
0.4395	16.4286	920	0.7428	0.7083	0.7428	0.8618
0.4395	16.4643	922	0.7475	0.6622	0.7475	0.8646
0.4395	16.5	924	0.7651	0.6875	0.7651	0.8747
0.4395	16.5357	926	0.6983	0.6752	0.6983	0.8356
0.4395	16.5714	928	0.6049	0.7595	0.6049	0.7777
0.4395	16.6071	930	0.5786	0.825	0.5786	0.7607
0.4395	16.6429	932	0.5770	0.8280	0.5770	0.7596
0.4395	16.6786	934	0.5667	0.8199	0.5667	0.7528
0.4395	16.7143	936	0.5616	0.8447	0.5616	0.7494
0.4395	16.75	938	0.5646	0.8199	0.5646	0.7514
0.4395	16.7857	940	0.5707	0.8408	0.5707	0.7554
0.4395	16.8214	942	0.5834	0.8333	0.5834	0.7638
0.4395	16.8571	944	0.5910	0.8333	0.5910	0.7688
0.4395	16.8929	946	0.6128	0.8105	0.6128	0.7828
0.4395	16.9286	948	0.6446	0.7785	0.6446	0.8028
0.4395	16.9643	950	0.6384	0.8079	0.6384	0.7990
0.4395	17.0	952	0.6196	0.8289	0.6196	0.7871
0.4395	17.0357	954	0.6169	0.8	0.6169	0.7854
0.4395	17.0714	956	0.5775	0.8366	0.5775	0.7599
0.4395	17.1071	958	0.5452	0.8228	0.5452	0.7384
0.4395	17.1429	960	0.5318	0.8323	0.5318	0.7293
0.4395	17.1786	962	0.5436	0.8187	0.5436	0.7373
0.4395	17.2143	964	0.6146	0.7674	0.6146	0.7839
0.4395	17.25	966	0.6403	0.7308	0.6403	0.8002
0.4395	17.2857	968	0.6548	0.7027	0.6548	0.8092
0.4395	17.3214	970	0.6827	0.6712	0.6827	0.8263
0.4395	17.3571	972	0.6635	0.6759	0.6635	0.8145
0.4395	17.3929	974	0.6459	0.6759	0.6459	0.8037
0.4395	17.4286	976	0.6504	0.6759	0.6504	0.8065
0.4395	17.4643	978	0.7223	0.6887	0.7223	0.8499
0.4395	17.5	980	0.8697	0.6800	0.8697	0.9326
0.4395	17.5357	982	0.9589	0.7024	0.9589	0.9792
0.4395	17.5714	984	0.9388	0.7191	0.9388	0.9689
0.4395	17.6071	986	0.8360	0.7273	0.8360	0.9144
0.4395	17.6429	988	0.7361	0.7134	0.7361	0.8580
0.4395	17.6786	990	0.6324	0.7020	0.6324	0.7952
0.4395	17.7143	992	0.5968	0.7922	0.5968	0.7725
0.4395	17.75	994	0.5776	0.8228	0.5776	0.7600
0.4395	17.7857	996	0.5577	0.8075	0.5577	0.7468
0.4395	17.8214	998	0.5346	0.8075	0.5346	0.7312
0.0804	17.8571	1000	0.5225	0.8199	0.5225	0.7228
0.0804	17.8929	1002	0.5281	0.8228	0.5281	0.7267
0.0804	17.9286	1004	0.5275	0.8158	0.5275	0.7263
0.0804	17.9643	1006	0.5312	0.8212	0.5312	0.7288
0.0804	18.0	1008	0.5647	0.8079	0.5647	0.7514
0.0804	18.0357	1010	0.5802	0.8079	0.5802	0.7617
0.0804	18.0714	1012	0.5401	0.8158	0.5401	0.7349
0.0804	18.1071	1014	0.5073	0.8387	0.5073	0.7123
0.0804	18.1429	1016	0.5175	0.8052	0.5175	0.7194
0.0804	18.1786	1018	0.5401	0.8052	0.5401	0.7349
0.0804	18.2143	1020	0.5775	0.7919	0.5775	0.7599
0.0804	18.25	1022	0.5810	0.7808	0.5810	0.7622
0.0804	18.2857	1024	0.5654	0.7891	0.5654	0.7519

Framework versions

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