ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k11_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: 0.6149
• Qwk: 0.7483
• Mse: 0.6149
• Rmse: 0.7842

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	0.0392	2	6.9222	0.0116	6.9222	2.6310
No log	0.0784	4	4.3087	0.0750	4.3087	2.0757
No log	0.1176	6	2.9220	0.0988	2.9220	1.7094
No log	0.1569	8	2.0375	0.1818	2.0375	1.4274
No log	0.1961	10	1.9396	0.3252	1.9396	1.3927
No log	0.2353	12	2.3489	0.1361	2.3489	1.5326
No log	0.2745	14	2.6505	0.0958	2.6505	1.6280
No log	0.3137	16	2.5195	0.1375	2.5195	1.5873
No log	0.3529	18	2.3450	0.25	2.3450	1.5313
No log	0.3922	20	1.7507	0.3125	1.7507	1.3232
No log	0.4314	22	1.4472	0.2018	1.4472	1.2030
No log	0.4706	24	1.4950	0.2018	1.4950	1.2227
No log	0.5098	26	1.6045	0.3390	1.6045	1.2667
No log	0.5490	28	2.1351	0.2914	2.1351	1.4612
No log	0.5882	30	1.9469	0.3380	1.9469	1.3953
No log	0.6275	32	1.4917	0.3103	1.4917	1.2213
No log	0.6667	34	1.4059	0.2342	1.4059	1.1857
No log	0.7059	36	1.3551	0.2982	1.3551	1.1641
No log	0.7451	38	1.6137	0.4412	1.6137	1.2703
No log	0.7843	40	1.5484	0.4317	1.5484	1.2444
No log	0.8235	42	1.1822	0.5373	1.1822	1.0873
No log	0.8627	44	1.0759	0.5652	1.0759	1.0372
No log	0.9020	46	0.8182	0.7234	0.8182	0.9045
No log	0.9412	48	1.0148	0.5649	1.0148	1.0074
No log	0.9804	50	1.3927	0.3902	1.3927	1.1801
No log	1.0196	52	0.9774	0.6222	0.9774	0.9886
No log	1.0588	54	0.8115	0.7448	0.8115	0.9009
No log	1.0980	56	0.8402	0.7310	0.8402	0.9166
No log	1.1373	58	1.3089	0.4000	1.3089	1.1441
No log	1.1765	60	1.5090	0.3200	1.5090	1.2284
No log	1.2157	62	1.1129	0.5455	1.1129	1.0549
No log	1.2549	64	1.0451	0.6316	1.0451	1.0223
No log	1.2941	66	1.0634	0.6718	1.0634	1.0312
No log	1.3333	68	1.1020	0.6260	1.1020	1.0498
No log	1.3725	70	1.3001	0.4925	1.3001	1.1402
No log	1.4118	72	1.3308	0.4526	1.3308	1.1536
No log	1.4510	74	0.9614	0.6667	0.9614	0.9805
No log	1.4902	76	0.8639	0.7397	0.8639	0.9295
No log	1.5294	78	1.1013	0.6220	1.1013	1.0494
No log	1.5686	80	0.7719	0.7417	0.7719	0.8786
No log	1.6078	82	0.7315	0.7007	0.7315	0.8553
No log	1.6471	84	0.8382	0.6861	0.8382	0.9156
No log	1.6863	86	0.7405	0.6957	0.7405	0.8605
No log	1.7255	88	0.6381	0.7465	0.6381	0.7988
No log	1.7647	90	0.8334	0.6883	0.8334	0.9129
No log	1.8039	92	0.7304	0.7733	0.7304	0.8547
No log	1.8431	94	0.6003	0.7143	0.6003	0.7748
No log	1.8824	96	0.7647	0.6993	0.7647	0.8745
No log	1.9216	98	0.7236	0.7133	0.7236	0.8506
No log	1.9608	100	0.5875	0.7483	0.5875	0.7665
No log	2.0	102	0.5924	0.7619	0.5924	0.7697
No log	2.0392	104	0.5682	0.7733	0.5682	0.7538
No log	2.0784	106	0.5826	0.76	0.5826	0.7633
No log	2.1176	108	0.7245	0.75	0.7245	0.8512
No log	2.1569	110	0.6249	0.7550	0.6249	0.7905
No log	2.1961	112	0.5300	0.7853	0.5300	0.7280
No log	2.2353	114	0.6750	0.8144	0.6750	0.8216
No log	2.2745	116	0.6914	0.8144	0.6914	0.8315
No log	2.3137	118	0.7200	0.8193	0.7200	0.8485
No log	2.3529	120	0.5485	0.8	0.5485	0.7406
No log	2.3922	122	0.5219	0.7975	0.5219	0.7224
No log	2.4314	124	0.5330	0.7792	0.5330	0.7301
No log	2.4706	126	0.5382	0.7950	0.5382	0.7336
No log	2.5098	128	0.6060	0.7853	0.6060	0.7784
No log	2.5490	130	0.5831	0.7904	0.5831	0.7636
No log	2.5882	132	0.4905	0.8095	0.4905	0.7004
No log	2.6275	134	0.4833	0.8111	0.4833	0.6952
No log	2.6667	136	0.5260	0.7730	0.5260	0.7252
No log	2.7059	138	0.4619	0.8072	0.4619	0.6796
No log	2.7451	140	0.4611	0.8606	0.4611	0.6790
No log	2.7843	142	0.7573	0.7711	0.7573	0.8702
No log	2.8235	144	0.8750	0.7160	0.8750	0.9354
No log	2.8627	146	0.6645	0.7799	0.6645	0.8152
No log	2.9020	148	0.5415	0.8323	0.5415	0.7358
No log	2.9412	150	0.5812	0.7722	0.5812	0.7623
No log	2.9804	152	0.5899	0.7826	0.5899	0.7681
No log	3.0196	154	0.5752	0.7882	0.5752	0.7584
No log	3.0588	156	0.6376	0.8	0.6376	0.7985
No log	3.0980	158	0.6040	0.8047	0.6040	0.7772
No log	3.1373	160	0.5883	0.7831	0.5883	0.7670
No log	3.1765	162	0.6115	0.7950	0.6115	0.7820
No log	3.2157	164	0.6521	0.7662	0.6521	0.8075
No log	3.2549	166	0.6713	0.7568	0.6713	0.8193
No log	3.2941	168	0.6860	0.7397	0.6860	0.8282
No log	3.3333	170	0.6777	0.7273	0.6777	0.8232
No log	3.3725	172	0.6109	0.7534	0.6109	0.7816
No log	3.4118	174	0.5584	0.7619	0.5584	0.7473
No log	3.4510	176	0.4914	0.8	0.4914	0.7010
No log	3.4902	178	0.4588	0.8447	0.4588	0.6774
No log	3.5294	180	0.4256	0.8375	0.4256	0.6524
No log	3.5686	182	0.4180	0.8199	0.4180	0.6465
No log	3.6078	184	0.4433	0.8395	0.4433	0.6658
No log	3.6471	186	0.4754	0.8571	0.4754	0.6895
No log	3.6863	188	0.4839	0.8553	0.4839	0.6956
No log	3.7255	190	0.5328	0.8553	0.5328	0.7299
No log	3.7647	192	0.4933	0.8679	0.4933	0.7024
No log	3.8039	194	0.5018	0.8133	0.5018	0.7084
No log	3.8431	196	0.5132	0.8289	0.5132	0.7163
No log	3.8824	198	0.5280	0.8516	0.5280	0.7266
No log	3.9216	200	0.5340	0.8235	0.5340	0.7307
No log	3.9608	202	0.5555	0.7919	0.5555	0.7453
No log	4.0	204	0.5552	0.7815	0.5552	0.7451
No log	4.0392	206	0.5091	0.8375	0.5091	0.7135
No log	4.0784	208	0.4940	0.8519	0.4940	0.7029
No log	4.1176	210	0.5353	0.8272	0.5353	0.7316
No log	4.1569	212	0.5032	0.8519	0.5032	0.7094
No log	4.1961	214	0.5537	0.7763	0.5537	0.7441
No log	4.2353	216	0.5667	0.7815	0.5667	0.7528
No log	4.2745	218	0.5718	0.8447	0.5718	0.7562
No log	4.3137	220	0.6008	0.8228	0.6008	0.7751
No log	4.3529	222	0.5912	0.8375	0.5912	0.7689
No log	4.3922	224	0.5576	0.8302	0.5576	0.7468
No log	4.4314	226	0.5348	0.8323	0.5348	0.7313
No log	4.4706	228	0.5725	0.8364	0.5725	0.7566
No log	4.5098	230	0.5442	0.8193	0.5442	0.7377
No log	4.5490	232	0.5820	0.8402	0.5820	0.7629
No log	4.5882	234	0.6944	0.7857	0.6944	0.8333
No log	4.6275	236	0.6146	0.8284	0.6146	0.7839
No log	4.6667	238	0.4835	0.8323	0.4835	0.6953
No log	4.7059	240	0.5601	0.7211	0.5601	0.7484
No log	4.7451	242	0.5618	0.7808	0.5618	0.7495
No log	4.7843	244	0.6097	0.8129	0.6097	0.7808
No log	4.8235	246	0.7389	0.7722	0.7389	0.8596
No log	4.8627	248	0.7066	0.8	0.7066	0.8406
No log	4.9020	250	0.5521	0.8364	0.5521	0.7430
No log	4.9412	252	0.5625	0.8312	0.5625	0.7500
No log	4.9804	254	0.6140	0.7662	0.6140	0.7836
No log	5.0196	256	0.6031	0.8026	0.6031	0.7766
No log	5.0588	258	0.6137	0.7867	0.6137	0.7834
No log	5.0980	260	0.6120	0.7867	0.6120	0.7823
No log	5.1373	262	0.6047	0.7895	0.6047	0.7776
No log	5.1765	264	0.5757	0.7922	0.5757	0.7588
No log	5.2157	266	0.5497	0.7922	0.5497	0.7414
No log	5.2549	268	0.6040	0.8025	0.6040	0.7772
No log	5.2941	270	0.6125	0.7975	0.6125	0.7826
No log	5.3333	272	0.6065	0.7799	0.6065	0.7788
No log	5.3725	274	0.5149	0.8025	0.5149	0.7176
No log	5.4118	276	0.5155	0.7952	0.5155	0.7180
No log	5.4510	278	0.5937	0.8025	0.5937	0.7705
No log	5.4902	280	0.7428	0.7190	0.7428	0.8619
No log	5.5294	282	0.6506	0.7632	0.6506	0.8066
No log	5.5686	284	0.5356	0.8050	0.5356	0.7318
No log	5.6078	286	0.5416	0.8129	0.5416	0.7360
No log	5.6471	288	0.5435	0.8052	0.5435	0.7372
No log	5.6863	290	0.5294	0.8077	0.5294	0.7276
No log	5.7255	292	0.4927	0.8049	0.4927	0.7019
No log	5.7647	294	0.5224	0.8166	0.5224	0.7228
No log	5.8039	296	0.5495	0.8166	0.5495	0.7413
No log	5.8431	298	0.5715	0.8353	0.5715	0.7560
No log	5.8824	300	0.5274	0.8098	0.5274	0.7262
No log	5.9216	302	0.4824	0.8098	0.4824	0.6946
No log	5.9608	304	0.4877	0.8353	0.4877	0.6984
No log	6.0	306	0.4808	0.8263	0.4808	0.6934
No log	6.0392	308	0.4523	0.8313	0.4523	0.6725
No log	6.0784	310	0.4412	0.8313	0.4412	0.6642
No log	6.1176	312	0.4531	0.8313	0.4531	0.6731
No log	6.1569	314	0.4579	0.8313	0.4579	0.6767
No log	6.1961	316	0.4680	0.8364	0.4680	0.6841
No log	6.2353	318	0.4702	0.8434	0.4702	0.6857
No log	6.2745	320	0.4923	0.8199	0.4923	0.7016
No log	6.3137	322	0.5736	0.7733	0.5736	0.7574
No log	6.3529	324	0.6059	0.7651	0.6059	0.7784
No log	6.3922	326	0.5621	0.7821	0.5621	0.7497
No log	6.4314	328	0.5659	0.7821	0.5659	0.7522
No log	6.4706	330	0.5573	0.7821	0.5573	0.7465
No log	6.5098	332	0.5366	0.7901	0.5366	0.7325
No log	6.5490	334	0.5575	0.7950	0.5575	0.7467
No log	6.5882	336	0.5835	0.7826	0.5835	0.7639
No log	6.6275	338	0.6590	0.7843	0.6590	0.8118
No log	6.6667	340	0.7195	0.7582	0.7195	0.8483
No log	6.7059	342	0.6606	0.7763	0.6606	0.8128
No log	6.7451	344	0.6365	0.7742	0.6365	0.7978
No log	6.7843	346	0.6103	0.7848	0.6103	0.7812
No log	6.8235	348	0.6057	0.7742	0.6057	0.7783
No log	6.8627	350	0.6018	0.7792	0.6018	0.7757
No log	6.9020	352	0.6178	0.7703	0.6178	0.7860
No log	6.9412	354	0.6168	0.7448	0.6168	0.7854
No log	6.9804	356	0.6120	0.7651	0.6120	0.7823
No log	7.0196	358	0.6754	0.8129	0.6754	0.8218
No log	7.0588	360	0.6736	0.8	0.6736	0.8207
No log	7.0980	362	0.5821	0.8272	0.5821	0.7629
No log	7.1373	364	0.5226	0.8025	0.5226	0.7229
No log	7.1765	366	0.5414	0.7613	0.5414	0.7358
No log	7.2157	368	0.5521	0.7613	0.5521	0.7430
No log	7.2549	370	0.5519	0.7922	0.5519	0.7429
No log	7.2941	372	0.6029	0.7949	0.6029	0.7764
No log	7.3333	374	0.6821	0.7975	0.6821	0.8259
No log	7.3725	376	0.6072	0.8272	0.6072	0.7792
No log	7.4118	378	0.5911	0.7763	0.5911	0.7688
No log	7.4510	380	0.6674	0.6906	0.6674	0.8169
No log	7.4902	382	0.6391	0.7153	0.6391	0.7995
No log	7.5294	384	0.6112	0.7448	0.6112	0.7818
No log	7.5686	386	0.6266	0.7785	0.6266	0.7916
No log	7.6078	388	0.5848	0.7448	0.5848	0.7647
No log	7.6471	390	0.6277	0.6857	0.6277	0.7923
No log	7.6863	392	0.6963	0.7305	0.6963	0.8344
No log	7.7255	394	0.6204	0.7614	0.6204	0.7876
No log	7.7647	396	0.5626	0.7632	0.5626	0.7501
No log	7.8039	398	0.5627	0.7974	0.5627	0.7501
No log	7.8431	400	0.5822	0.7703	0.5822	0.7630
No log	7.8824	402	0.5726	0.7947	0.5726	0.7567
No log	7.9216	404	0.5577	0.7947	0.5577	0.7468
No log	7.9608	406	0.5807	0.7517	0.5807	0.7620
No log	8.0	408	0.5940	0.7383	0.5940	0.7707
No log	8.0392	410	0.5378	0.7771	0.5378	0.7333
No log	8.0784	412	0.5142	0.8293	0.5142	0.7171
No log	8.1176	414	0.5381	0.8272	0.5381	0.7336
No log	8.1569	416	0.5535	0.8176	0.5535	0.7440
No log	8.1961	418	0.5498	0.8026	0.5498	0.7415
No log	8.2353	420	0.5719	0.7838	0.5719	0.7562
No log	8.2745	422	0.5684	0.7755	0.5684	0.7539
No log	8.3137	424	0.5405	0.7947	0.5405	0.7352
No log	8.3529	426	0.5226	0.7974	0.5226	0.7229
No log	8.3922	428	0.5005	0.8228	0.5005	0.7075
No log	8.4314	430	0.5378	0.7975	0.5378	0.7333
No log	8.4706	432	0.5986	0.7412	0.5986	0.7737
No log	8.5098	434	0.5651	0.7712	0.5651	0.7517
No log	8.5490	436	0.5500	0.7919	0.5500	0.7416
No log	8.5882	438	0.5606	0.7815	0.5606	0.7487
No log	8.6275	440	0.5606	0.7867	0.5606	0.7487
No log	8.6667	442	0.5646	0.7867	0.5646	0.7514
No log	8.7059	444	0.5370	0.7815	0.5370	0.7328
No log	8.7451	446	0.5099	0.8077	0.5099	0.7141
No log	8.7843	448	0.4977	0.8176	0.4977	0.7055
No log	8.8235	450	0.5015	0.825	0.5015	0.7081
No log	8.8627	452	0.5082	0.8205	0.5082	0.7129
No log	8.9020	454	0.5209	0.8052	0.5209	0.7217
No log	8.9412	456	0.5316	0.8205	0.5316	0.7291
No log	8.9804	458	0.5566	0.8125	0.5566	0.7461
No log	9.0196	460	0.5614	0.8293	0.5614	0.7493
No log	9.0588	462	0.5262	0.8242	0.5262	0.7254
No log	9.0980	464	0.4925	0.8263	0.4925	0.7018
No log	9.1373	466	0.4609	0.8452	0.4609	0.6789
No log	9.1765	468	0.4720	0.8193	0.4720	0.6871
No log	9.2157	470	0.4862	0.8144	0.4862	0.6973
No log	9.2549	472	0.4964	0.8452	0.4964	0.7046
No log	9.2941	474	0.5215	0.8263	0.5215	0.7221
No log	9.3333	476	0.5793	0.7950	0.5793	0.7611
No log	9.3725	478	0.6180	0.7949	0.6180	0.7861
No log	9.4118	480	0.6183	0.8221	0.6183	0.7863
No log	9.4510	482	0.5951	0.8415	0.5951	0.7714
No log	9.4902	484	0.5599	0.8364	0.5599	0.7482
No log	9.5294	486	0.5420	0.8193	0.5420	0.7362
No log	9.5686	488	0.5697	0.7682	0.5697	0.7548
No log	9.6078	490	0.6017	0.76	0.6017	0.7757
No log	9.6471	492	0.6417	0.7162	0.6417	0.8011
No log	9.6863	494	0.6346	0.7550	0.6346	0.7966
No log	9.7255	496	0.5957	0.7733	0.5957	0.7718
No log	9.7647	498	0.6100	0.7632	0.6100	0.7810
0.368	9.8039	500	0.6018	0.7682	0.6018	0.7758
0.368	9.8431	502	0.5857	0.8079	0.5857	0.7653
0.368	9.8824	504	0.5737	0.8052	0.5737	0.7574
0.368	9.9216	506	0.5588	0.7843	0.5588	0.7475
0.368	9.9608	508	0.5786	0.7651	0.5786	0.7606
0.368	10.0	510	0.5708	0.7682	0.5708	0.7555
0.368	10.0392	512	0.5311	0.8153	0.5311	0.7288
0.368	10.0784	514	0.5597	0.8153	0.5597	0.7481
0.368	10.1176	516	0.5732	0.8153	0.5732	0.7571
0.368	10.1569	518	0.5622	0.8105	0.5622	0.7498
0.368	10.1961	520	0.6011	0.76	0.6011	0.7753
0.368	10.2353	522	0.6089	0.7534	0.6089	0.7803
0.368	10.2745	524	0.5571	0.8	0.5571	0.7464
0.368	10.3137	526	0.5331	0.8395	0.5331	0.7301
0.368	10.3529	528	0.5317	0.8242	0.5317	0.7292
0.368	10.3922	530	0.4912	0.8242	0.4912	0.7009
0.368	10.4314	532	0.4716	0.8375	0.4716	0.6868
0.368	10.4706	534	0.5079	0.8	0.5079	0.7127
0.368	10.5098	536	0.5024	0.8	0.5024	0.7088
0.368	10.5490	538	0.4656	0.8312	0.4656	0.6824
0.368	10.5882	540	0.5509	0.8323	0.5509	0.7422
0.368	10.6275	542	0.5849	0.7901	0.5849	0.7648
0.368	10.6667	544	0.5182	0.8323	0.5182	0.7198
0.368	10.7059	546	0.4691	0.8258	0.4691	0.6849
0.368	10.7451	548	0.5011	0.8052	0.5011	0.7079
0.368	10.7843	550	0.5049	0.7662	0.5049	0.7106
0.368	10.8235	552	0.4672	0.7975	0.4672	0.6835
0.368	10.8627	554	0.4618	0.8415	0.4618	0.6795
0.368	10.9020	556	0.4756	0.8415	0.4756	0.6896
0.368	10.9412	558	0.5097	0.8289	0.5097	0.7140
0.368	10.9804	560	0.5261	0.8243	0.5261	0.7253
0.368	11.0196	562	0.5352	0.7606	0.5352	0.7316
0.368	11.0588	564	0.5149	0.7917	0.5149	0.7176
0.368	11.0980	566	0.4749	0.8267	0.4749	0.6891
0.368	11.1373	568	0.4532	0.8258	0.4532	0.6732
0.368	11.1765	570	0.4390	0.8535	0.4390	0.6626
0.368	11.2157	572	0.4367	0.8642	0.4367	0.6608
0.368	11.2549	574	0.4259	0.8375	0.4259	0.6526
0.368	11.2941	576	0.4451	0.8485	0.4451	0.6672
0.368	11.3333	578	0.4523	0.8293	0.4523	0.6725
0.368	11.3725	580	0.4682	0.8323	0.4682	0.6842
0.368	11.4118	582	0.4988	0.8267	0.4988	0.7063
0.368	11.4510	584	0.5592	0.7310	0.5592	0.7478
0.368	11.4902	586	0.6062	0.6950	0.6062	0.7786
0.368	11.5294	588	0.5788	0.7552	0.5788	0.7608
0.368	11.5686	590	0.5414	0.8387	0.5414	0.7358
0.368	11.6078	592	0.5372	0.8302	0.5372	0.7330
0.368	11.6471	594	0.5336	0.8375	0.5336	0.7304
0.368	11.6863	596	0.5319	0.8408	0.5319	0.7293
0.368	11.7255	598	0.5493	0.8182	0.5493	0.7411
0.368	11.7647	600	0.5870	0.7733	0.5870	0.7661
0.368	11.8039	602	0.6070	0.7733	0.6070	0.7791
0.368	11.8431	604	0.6074	0.7973	0.6074	0.7793
0.368	11.8824	606	0.6640	0.7867	0.6640	0.8149
0.368	11.9216	608	0.6875	0.7517	0.6875	0.8292
0.368	11.9608	610	0.6751	0.7517	0.6751	0.8216
0.368	12.0	612	0.6336	0.8267	0.6336	0.7960
0.368	12.0392	614	0.6096	0.7895	0.6096	0.7808
0.368	12.0784	616	0.5864	0.7763	0.5864	0.7658
0.368	12.1176	618	0.5838	0.7763	0.5838	0.7640
0.368	12.1569	620	0.5376	0.8153	0.5376	0.7332
0.368	12.1961	622	0.5295	0.825	0.5295	0.7277
0.368	12.2353	624	0.5379	0.8375	0.5379	0.7334
0.368	12.2745	626	0.5332	0.825	0.5332	0.7302
0.368	12.3137	628	0.5055	0.8364	0.5055	0.7110
0.368	12.3529	630	0.5033	0.8364	0.5033	0.7094
0.368	12.3922	632	0.5034	0.8364	0.5034	0.7095
0.368	12.4314	634	0.4844	0.8313	0.4844	0.6960
0.368	12.4706	636	0.4925	0.8333	0.4925	0.7018
0.368	12.5098	638	0.4940	0.8333	0.4940	0.7028
0.368	12.5490	640	0.4873	0.8313	0.4873	0.6981
0.368	12.5882	642	0.5281	0.8136	0.5281	0.7267
0.368	12.6275	644	0.6211	0.8324	0.6211	0.7881
0.368	12.6667	646	0.6194	0.8352	0.6194	0.7870
0.368	12.7059	648	0.5473	0.8136	0.5473	0.7398
0.368	12.7451	650	0.4993	0.8313	0.4993	0.7066
0.368	12.7843	652	0.5127	0.8125	0.5127	0.7160
0.368	12.8235	654	0.5418	0.7975	0.5418	0.7361
0.368	12.8627	656	0.5652	0.8052	0.5652	0.7518
0.368	12.9020	658	0.5744	0.8344	0.5744	0.7579
0.368	12.9412	660	0.5910	0.7838	0.5910	0.7688
0.368	12.9804	662	0.6021	0.7586	0.6021	0.7760
0.368	13.0196	664	0.5726	0.7785	0.5726	0.7567
0.368	13.0588	666	0.5720	0.7703	0.5720	0.7563
0.368	13.0980	668	0.6115	0.7432	0.6115	0.7820
0.368	13.1373	670	0.6118	0.775	0.6118	0.7822
0.368	13.1765	672	0.5655	0.7838	0.5655	0.7520
0.368	13.2157	674	0.5708	0.7639	0.5708	0.7555
0.368	13.2549	676	0.5976	0.7724	0.5976	0.7730
0.368	13.2941	678	0.5999	0.7724	0.5999	0.7745
0.368	13.3333	680	0.5557	0.7867	0.5557	0.7455
0.368	13.3725	682	0.5278	0.7947	0.5278	0.7265
0.368	13.4118	684	0.5303	0.7947	0.5303	0.7282
0.368	13.4510	686	0.5514	0.7947	0.5514	0.7426
0.368	13.4902	688	0.5488	0.7895	0.5488	0.7408
0.368	13.5294	690	0.5644	0.7843	0.5644	0.7513
0.368	13.5686	692	0.5805	0.7586	0.5805	0.7619
0.368	13.6078	694	0.5694	0.8054	0.5694	0.7546
0.368	13.6471	696	0.5596	0.8054	0.5596	0.7480
0.368	13.6863	698	0.5442	0.7947	0.5442	0.7377
0.368	13.7255	700	0.5857	0.8098	0.5857	0.7653
0.368	13.7647	702	0.6501	0.7097	0.6501	0.8063
0.368	13.8039	704	0.6495	0.7468	0.6495	0.8059
0.368	13.8431	706	0.5703	0.7922	0.5703	0.7552
0.368	13.8824	708	0.5371	0.8052	0.5371	0.7329
0.368	13.9216	710	0.5425	0.8105	0.5425	0.7365
0.368	13.9608	712	0.5592	0.8366	0.5592	0.7478
0.368	14.0	714	0.5811	0.8054	0.5811	0.7623
0.368	14.0392	716	0.6306	0.6815	0.6306	0.7941
0.368	14.0784	718	0.6925	0.6412	0.6925	0.8322
0.368	14.1176	720	0.6972	0.6412	0.6972	0.8350
0.368	14.1569	722	0.6364	0.7068	0.6364	0.7977
0.368	14.1961	724	0.6037	0.7801	0.6037	0.7770
0.368	14.2353	726	0.6203	0.8108	0.6203	0.7876
0.368	14.2745	728	0.6099	0.8188	0.6099	0.7809
0.368	14.3137	730	0.5780	0.8243	0.5780	0.7603
0.368	14.3529	732	0.5817	0.7273	0.5817	0.7627
0.368	14.3922	734	0.5997	0.7183	0.5997	0.7744
0.368	14.4314	736	0.5899	0.7376	0.5899	0.7680
0.368	14.4706	738	0.5946	0.7413	0.5946	0.7711
0.368	14.5098	740	0.5950	0.7945	0.5950	0.7714
0.368	14.5490	742	0.5782	0.8344	0.5782	0.7604
0.368	14.5882	744	0.5482	0.8366	0.5482	0.7404
0.368	14.6275	746	0.5096	0.8333	0.5096	0.7138
0.368	14.6667	748	0.4840	0.8228	0.4840	0.6957
0.368	14.7059	750	0.5055	0.7895	0.5055	0.7110
0.368	14.7451	752	0.5550	0.7568	0.5550	0.7450
0.368	14.7843	754	0.5613	0.7483	0.5613	0.7492
0.368	14.8235	756	0.5369	0.7619	0.5369	0.7327
0.368	14.8627	758	0.5183	0.8235	0.5183	0.7199
0.368	14.9020	760	0.4998	0.8354	0.4998	0.7070
0.368	14.9412	762	0.4918	0.8205	0.4918	0.7013
0.368	14.9804	764	0.5177	0.8050	0.5177	0.7195
0.368	15.0196	766	0.5539	0.7692	0.5539	0.7442
0.368	15.0588	768	0.5675	0.7619	0.5675	0.7534
0.368	15.0980	770	0.6227	0.7361	0.6227	0.7891
0.368	15.1373	772	0.6440	0.7361	0.6440	0.8025
0.368	15.1765	774	0.6221	0.7361	0.6221	0.7887
0.368	15.2157	776	0.6149	0.7483	0.6149	0.7842

Framework versions

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