ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k18_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: 0.5257
• Qwk: 0.7760
• Mse: 0.5257
• Rmse: 0.7251

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0222	2	5.1876	-0.0039	5.1876	2.2776
No log	0.0444	4	2.9701	0.0785	2.9701	1.7234
No log	0.0667	6	2.0456	0.0450	2.0456	1.4302
No log	0.0889	8	1.5342	0.1349	1.5342	1.2386
No log	0.1111	10	1.3899	0.1035	1.3899	1.1789
No log	0.1333	12	1.4851	0.0634	1.4851	1.2186
No log	0.1556	14	1.4795	0.0881	1.4795	1.2163
No log	0.1778	16	1.4265	0.1178	1.4265	1.1944
No log	0.2	18	1.2277	0.3087	1.2277	1.1080
No log	0.2222	20	1.0557	0.4764	1.0557	1.0275
No log	0.2444	22	0.9546	0.4547	0.9546	0.9770
No log	0.2667	24	1.4538	0.2369	1.4538	1.2058
No log	0.2889	26	3.0436	0.0660	3.0436	1.7446
No log	0.3111	28	3.5832	0.0169	3.5832	1.8929
No log	0.3333	30	2.9058	0.0498	2.9058	1.7046
No log	0.3556	32	2.0236	0.1993	2.0236	1.4225
No log	0.3778	34	1.3993	0.1611	1.3993	1.1829
No log	0.4	36	1.3296	0.1922	1.3296	1.1531
No log	0.4222	38	1.4953	0.1816	1.4953	1.2228
No log	0.4444	40	1.6800	0.2058	1.6800	1.2961
No log	0.4667	42	1.4058	0.2096	1.4058	1.1857
No log	0.4889	44	1.1343	0.3722	1.1343	1.0650
No log	0.5111	46	1.1481	0.3964	1.1481	1.0715
No log	0.5333	48	1.4591	0.3696	1.4591	1.2079
No log	0.5556	50	1.3393	0.4012	1.3393	1.1573
No log	0.5778	52	1.0824	0.4985	1.0824	1.0404
No log	0.6	54	0.9198	0.5512	0.9198	0.9591
No log	0.6222	56	1.0278	0.5242	1.0278	1.0138
No log	0.6444	58	1.1251	0.5142	1.1251	1.0607
No log	0.6667	60	0.9563	0.5378	0.9563	0.9779
No log	0.6889	62	0.7970	0.6072	0.7970	0.8927
No log	0.7111	64	0.6920	0.6778	0.6920	0.8318
No log	0.7333	66	0.9601	0.5597	0.9601	0.9798
No log	0.7556	68	1.2420	0.4773	1.2420	1.1144
No log	0.7778	70	1.0215	0.5256	1.0215	1.0107
No log	0.8	72	0.6891	0.6958	0.6891	0.8301
No log	0.8222	74	0.6933	0.7073	0.6933	0.8326
No log	0.8444	76	0.9268	0.5815	0.9268	0.9627
No log	0.8667	78	1.2198	0.4958	1.2198	1.1045
No log	0.8889	80	1.2812	0.4335	1.2812	1.1319
No log	0.9111	82	0.8780	0.5565	0.8780	0.9370
No log	0.9333	84	0.6708	0.6417	0.6708	0.8190
No log	0.9556	86	0.6451	0.6198	0.6451	0.8032
No log	0.9778	88	0.7600	0.5821	0.7600	0.8718
No log	1.0	90	0.8249	0.5847	0.8249	0.9082
No log	1.0222	92	0.8330	0.6070	0.8330	0.9127
No log	1.0444	94	0.7395	0.6781	0.7395	0.8600
No log	1.0667	96	0.6025	0.6942	0.6025	0.7762
No log	1.0889	98	0.6189	0.7260	0.6189	0.7867
No log	1.1111	100	0.5952	0.7471	0.5952	0.7715
No log	1.1333	102	0.6403	0.7004	0.6403	0.8002
No log	1.1556	104	1.0852	0.5387	1.0852	1.0417
No log	1.1778	106	1.0825	0.5382	1.0825	1.0404
No log	1.2	108	0.7523	0.6890	0.7523	0.8673
No log	1.2222	110	0.5558	0.7342	0.5558	0.7455
No log	1.2444	112	0.5575	0.7424	0.5575	0.7466
No log	1.2667	114	0.5564	0.7347	0.5564	0.7459
No log	1.2889	116	0.5911	0.7008	0.5911	0.7688
No log	1.3111	118	0.6045	0.7028	0.6045	0.7775
No log	1.3333	120	0.7224	0.6546	0.7224	0.8500
No log	1.3556	122	0.8662	0.5815	0.8662	0.9307
No log	1.3778	124	0.7443	0.6378	0.7443	0.8628
No log	1.4	126	0.6464	0.6897	0.6464	0.8040
No log	1.4222	128	0.6704	0.6981	0.6704	0.8188
No log	1.4444	130	0.6427	0.7016	0.6427	0.8017
No log	1.4667	132	0.6729	0.6692	0.6729	0.8203
No log	1.4889	134	1.1885	0.5192	1.1885	1.0902
No log	1.5111	136	1.5653	0.3851	1.5653	1.2511
No log	1.5333	138	1.3240	0.4720	1.3240	1.1507
No log	1.5556	140	0.8548	0.5908	0.8548	0.9245
No log	1.5778	142	0.8105	0.6154	0.8105	0.9003
No log	1.6	144	0.9141	0.5866	0.9141	0.9561
No log	1.6222	146	0.9113	0.5738	0.9113	0.9546
No log	1.6444	148	0.8598	0.5911	0.8598	0.9273
No log	1.6667	150	0.9730	0.5327	0.9730	0.9864
No log	1.6889	152	0.8367	0.6005	0.8367	0.9147
No log	1.7111	154	0.6225	0.6877	0.6225	0.7890
No log	1.7333	156	0.5847	0.7299	0.5847	0.7647
No log	1.7556	158	0.5985	0.7256	0.5985	0.7736
No log	1.7778	160	0.5961	0.7158	0.5961	0.7721
No log	1.8	162	0.5976	0.7230	0.5976	0.7731
No log	1.8222	164	0.6524	0.6883	0.6524	0.8077
No log	1.8444	166	0.7454	0.6426	0.7454	0.8633
No log	1.8667	168	0.7068	0.6611	0.7068	0.8407
No log	1.8889	170	0.6341	0.6564	0.6341	0.7963
No log	1.9111	172	0.6252	0.6759	0.6252	0.7907
No log	1.9333	174	0.6013	0.7109	0.6013	0.7754
No log	1.9556	176	0.6317	0.7136	0.6317	0.7948
No log	1.9778	178	0.6764	0.7049	0.6764	0.8224
No log	2.0	180	0.7103	0.7040	0.7103	0.8428
No log	2.0222	182	0.7170	0.6952	0.7170	0.8468
No log	2.0444	184	0.7038	0.7376	0.7038	0.8389
No log	2.0667	186	0.6905	0.7078	0.6905	0.8309
No log	2.0889	188	0.8352	0.6435	0.8352	0.9139
No log	2.1111	190	1.0463	0.5762	1.0463	1.0229
No log	2.1333	192	0.8502	0.6244	0.8502	0.9221
No log	2.1556	194	0.6916	0.7051	0.6916	0.8316
No log	2.1778	196	0.5827	0.7238	0.5827	0.7634
No log	2.2	198	0.5715	0.7250	0.5715	0.7560
No log	2.2222	200	0.5979	0.7251	0.5979	0.7732
No log	2.2444	202	0.6528	0.7258	0.6528	0.8079
No log	2.2667	204	0.6333	0.7551	0.6333	0.7958
No log	2.2889	206	0.6096	0.7383	0.6096	0.7807
No log	2.3111	208	0.6051	0.7411	0.6051	0.7779
No log	2.3333	210	0.6105	0.7381	0.6105	0.7813
No log	2.3556	212	0.5878	0.7464	0.5878	0.7667
No log	2.3778	214	0.5778	0.7486	0.5778	0.7601
No log	2.4	216	0.5780	0.7360	0.5780	0.7603
No log	2.4222	218	0.5831	0.7078	0.5831	0.7636
No log	2.4444	220	0.6081	0.7071	0.6081	0.7798
No log	2.4667	222	0.6101	0.6910	0.6101	0.7811
No log	2.4889	224	0.5931	0.7091	0.5931	0.7702
No log	2.5111	226	0.6154	0.7511	0.6154	0.7845
No log	2.5333	228	0.6178	0.7063	0.6178	0.7860
No log	2.5556	230	0.6207	0.7030	0.6207	0.7878
No log	2.5778	232	0.6163	0.7076	0.6163	0.7850
No log	2.6	234	0.6178	0.6810	0.6178	0.7860
No log	2.6222	236	0.5998	0.6810	0.5998	0.7745
No log	2.6444	238	0.5874	0.7208	0.5874	0.7664
No log	2.6667	240	0.5863	0.7099	0.5863	0.7657
No log	2.6889	242	0.5836	0.7255	0.5836	0.7640
No log	2.7111	244	0.5936	0.7147	0.5936	0.7704
No log	2.7333	246	0.5867	0.7215	0.5867	0.7659
No log	2.7556	248	0.5779	0.7207	0.5779	0.7602
No log	2.7778	250	0.6386	0.7261	0.6386	0.7991
No log	2.8	252	0.7232	0.6979	0.7232	0.8504
No log	2.8222	254	0.6586	0.7010	0.6586	0.8115
No log	2.8444	256	0.5433	0.7264	0.5433	0.7371
No log	2.8667	258	0.5791	0.7441	0.5791	0.7610
No log	2.8889	260	0.5631	0.7548	0.5631	0.7504
No log	2.9111	262	0.5624	0.7433	0.5624	0.7499
No log	2.9333	264	0.6825	0.6927	0.6825	0.8262
No log	2.9556	266	0.6499	0.7143	0.6499	0.8061
No log	2.9778	268	0.5598	0.7696	0.5598	0.7482
No log	3.0	270	0.5894	0.7636	0.5894	0.7677
No log	3.0222	272	0.5966	0.7636	0.5966	0.7724
No log	3.0444	274	0.5746	0.7652	0.5746	0.7580
No log	3.0667	276	0.5872	0.7550	0.5872	0.7663
No log	3.0889	278	0.5778	0.7588	0.5778	0.7601
No log	3.1111	280	0.5674	0.7642	0.5674	0.7532
No log	3.1333	282	0.5965	0.7599	0.5965	0.7724
No log	3.1556	284	0.6420	0.7388	0.6420	0.8012
No log	3.1778	286	0.5844	0.7578	0.5844	0.7644
No log	3.2	288	0.5468	0.7622	0.5468	0.7394
No log	3.2222	290	0.5390	0.7411	0.5390	0.7342
No log	3.2444	292	0.5939	0.7178	0.5939	0.7706
No log	3.2667	294	0.6745	0.6904	0.6745	0.8213
No log	3.2889	296	0.6244	0.7130	0.6244	0.7902
No log	3.3111	298	0.5469	0.7707	0.5469	0.7395
No log	3.3333	300	0.5480	0.7502	0.5480	0.7403
No log	3.3556	302	0.5454	0.7681	0.5454	0.7385
No log	3.3778	304	0.5406	0.7666	0.5406	0.7353
No log	3.4	306	0.5317	0.7743	0.5317	0.7292
No log	3.4222	308	0.5646	0.7572	0.5646	0.7514
No log	3.4444	310	0.6200	0.7076	0.6200	0.7874
No log	3.4667	312	0.6202	0.7069	0.6202	0.7875
No log	3.4889	314	0.5627	0.7540	0.5627	0.7501
No log	3.5111	316	0.5740	0.7622	0.5740	0.7576
No log	3.5333	318	0.5958	0.7550	0.5958	0.7719
No log	3.5556	320	0.5631	0.7693	0.5631	0.7504
No log	3.5778	322	0.5463	0.7707	0.5463	0.7391
No log	3.6	324	0.5565	0.7468	0.5565	0.7460
No log	3.6222	326	0.5617	0.7433	0.5617	0.7495
No log	3.6444	328	0.5715	0.7511	0.5715	0.7559
No log	3.6667	330	0.5573	0.7420	0.5573	0.7465
No log	3.6889	332	0.5591	0.7455	0.5591	0.7478
No log	3.7111	334	0.5956	0.7239	0.5956	0.7718
No log	3.7333	336	0.6818	0.7034	0.6818	0.8257
No log	3.7556	338	0.8066	0.7055	0.8066	0.8981
No log	3.7778	340	0.8234	0.6602	0.8234	0.9074
No log	3.8	342	0.7504	0.6984	0.7504	0.8662
No log	3.8222	344	0.5946	0.7450	0.5946	0.7711
No log	3.8444	346	0.5457	0.7250	0.5457	0.7387
No log	3.8667	348	0.5195	0.7212	0.5195	0.7208
No log	3.8889	350	0.5004	0.7608	0.5004	0.7074
No log	3.9111	352	0.5014	0.7608	0.5014	0.7081
No log	3.9333	354	0.5147	0.7372	0.5147	0.7174
No log	3.9556	356	0.5341	0.7349	0.5341	0.7308
No log	3.9778	358	0.5485	0.7232	0.5485	0.7406
No log	4.0	360	0.5378	0.7156	0.5378	0.7333
No log	4.0222	362	0.5282	0.7491	0.5282	0.7268
No log	4.0444	364	0.5443	0.7363	0.5443	0.7377
No log	4.0667	366	0.5417	0.7299	0.5417	0.7360
No log	4.0889	368	0.5387	0.7475	0.5387	0.7340
No log	4.1111	370	0.5361	0.7537	0.5361	0.7322
No log	4.1333	372	0.5440	0.7696	0.5440	0.7376
No log	4.1556	374	0.5700	0.7583	0.5700	0.7550
No log	4.1778	376	0.5732	0.7671	0.5732	0.7571
No log	4.2	378	0.5781	0.7310	0.5781	0.7603
No log	4.2222	380	0.6074	0.7343	0.6074	0.7793
No log	4.2444	382	0.6120	0.7380	0.6120	0.7823
No log	4.2667	384	0.6122	0.7417	0.6122	0.7824
No log	4.2889	386	0.6048	0.7417	0.6048	0.7777
No log	4.3111	388	0.5889	0.7492	0.5889	0.7674
No log	4.3333	390	0.5779	0.7627	0.5779	0.7602
No log	4.3556	392	0.5769	0.7588	0.5769	0.7595
No log	4.3778	394	0.5657	0.7565	0.5657	0.7521
No log	4.4	396	0.5358	0.7767	0.5358	0.7320
No log	4.4222	398	0.5170	0.7377	0.5170	0.7191
No log	4.4444	400	0.5508	0.7045	0.5508	0.7421
No log	4.4667	402	0.5505	0.7111	0.5505	0.7420
No log	4.4889	404	0.5285	0.7116	0.5285	0.7270
No log	4.5111	406	0.5221	0.7546	0.5221	0.7226
No log	4.5333	408	0.5370	0.7729	0.5370	0.7328
No log	4.5556	410	0.5828	0.7490	0.5828	0.7634
No log	4.5778	412	0.6078	0.7211	0.6078	0.7796
No log	4.6	414	0.5767	0.7579	0.5767	0.7594
No log	4.6222	416	0.5458	0.7836	0.5458	0.7388
No log	4.6444	418	0.5343	0.7854	0.5343	0.7310
No log	4.6667	420	0.5310	0.7737	0.5310	0.7287
No log	4.6889	422	0.5340	0.7765	0.5340	0.7308
No log	4.7111	424	0.5336	0.7836	0.5336	0.7305
No log	4.7333	426	0.5356	0.7877	0.5356	0.7318
No log	4.7556	428	0.5365	0.7865	0.5365	0.7325
No log	4.7778	430	0.5499	0.7806	0.5499	0.7416
No log	4.8	432	0.5811	0.7291	0.5811	0.7623
No log	4.8222	434	0.6200	0.7038	0.6200	0.7874
No log	4.8444	436	0.6035	0.7051	0.6035	0.7768
No log	4.8667	438	0.5607	0.7562	0.5607	0.7488
No log	4.8889	440	0.5463	0.7727	0.5463	0.7391
No log	4.9111	442	0.5499	0.7864	0.5499	0.7415
No log	4.9333	444	0.5435	0.7853	0.5435	0.7373
No log	4.9556	446	0.5389	0.7874	0.5389	0.7341
No log	4.9778	448	0.5332	0.7874	0.5332	0.7302
No log	5.0	450	0.5350	0.7737	0.5350	0.7314
No log	5.0222	452	0.5388	0.7700	0.5388	0.7340
No log	5.0444	454	0.5354	0.7743	0.5354	0.7317
No log	5.0667	456	0.5493	0.7872	0.5493	0.7411
No log	5.0889	458	0.5598	0.7792	0.5598	0.7482
No log	5.1111	460	0.5577	0.7766	0.5577	0.7468
No log	5.1333	462	0.5794	0.7679	0.5794	0.7612
No log	5.1556	464	0.5699	0.7828	0.5699	0.7549
No log	5.1778	466	0.5563	0.7833	0.5563	0.7458
No log	5.2	468	0.5476	0.7807	0.5476	0.7400
No log	5.2222	470	0.5520	0.7620	0.5520	0.7430
No log	5.2444	472	0.5585	0.7592	0.5585	0.7473
No log	5.2667	474	0.5697	0.7679	0.5697	0.7548
No log	5.2889	476	0.5873	0.7683	0.5873	0.7664
No log	5.3111	478	0.6016	0.7575	0.6016	0.7756
No log	5.3333	480	0.5891	0.7532	0.5891	0.7675
No log	5.3556	482	0.5639	0.7935	0.5639	0.7510
No log	5.3778	484	0.5279	0.7886	0.5279	0.7266
No log	5.4	486	0.5462	0.7375	0.5462	0.7391
No log	5.4222	488	0.5597	0.7163	0.5597	0.7481
No log	5.4444	490	0.5353	0.7372	0.5353	0.7316
No log	5.4667	492	0.4982	0.8057	0.4982	0.7059
No log	5.4889	494	0.4989	0.7923	0.4989	0.7063
No log	5.5111	496	0.5124	0.7923	0.5124	0.7158
No log	5.5333	498	0.4966	0.7927	0.4966	0.7047
0.4114	5.5556	500	0.4954	0.7951	0.4954	0.7039
0.4114	5.5778	502	0.5756	0.7191	0.5756	0.7587
0.4114	5.6	504	0.6257	0.6959	0.6257	0.7910
0.4114	5.6222	506	0.5834	0.7191	0.5834	0.7638
0.4114	5.6444	508	0.5107	0.7530	0.5107	0.7146
0.4114	5.6667	510	0.5163	0.7685	0.5163	0.7185
0.4114	5.6889	512	0.5977	0.7092	0.5977	0.7731
0.4114	5.7111	514	0.6308	0.7112	0.6308	0.7942
0.4114	5.7333	516	0.5974	0.7031	0.5974	0.7729
0.4114	5.7556	518	0.5355	0.7485	0.5355	0.7318
0.4114	5.7778	520	0.5142	0.7583	0.5142	0.7170
0.4114	5.8	522	0.5372	0.7266	0.5372	0.7330
0.4114	5.8222	524	0.5609	0.7171	0.5609	0.7490
0.4114	5.8444	526	0.5506	0.7310	0.5506	0.7420
0.4114	5.8667	528	0.5429	0.7649	0.5429	0.7369
0.4114	5.8889	530	0.5406	0.7662	0.5406	0.7353
0.4114	5.9111	532	0.5436	0.7691	0.5436	0.7373
0.4114	5.9333	534	0.5521	0.7675	0.5521	0.7430
0.4114	5.9556	536	0.5700	0.7645	0.5700	0.7550
0.4114	5.9778	538	0.5705	0.7678	0.5705	0.7553
0.4114	6.0	540	0.5484	0.7699	0.5484	0.7405
0.4114	6.0222	542	0.5481	0.7638	0.5481	0.7403
0.4114	6.0444	544	0.5934	0.7078	0.5934	0.7703
0.4114	6.0667	546	0.6207	0.7138	0.6207	0.7879
0.4114	6.0889	548	0.6049	0.7005	0.6049	0.7777
0.4114	6.1111	550	0.5792	0.7602	0.5792	0.7611
0.4114	6.1333	552	0.5669	0.7629	0.5669	0.7529
0.4114	6.1556	554	0.5702	0.7636	0.5702	0.7551
0.4114	6.1778	556	0.5639	0.7656	0.5639	0.7509
0.4114	6.2	558	0.5659	0.7656	0.5659	0.7523
0.4114	6.2222	560	0.5568	0.7592	0.5568	0.7462
0.4114	6.2444	562	0.5434	0.7533	0.5434	0.7372
0.4114	6.2667	564	0.5380	0.7646	0.5380	0.7335
0.4114	6.2889	566	0.5305	0.7672	0.5305	0.7284
0.4114	6.3111	568	0.5285	0.7623	0.5285	0.7270
0.4114	6.3333	570	0.5299	0.7609	0.5299	0.7280
0.4114	6.3556	572	0.5293	0.7765	0.5293	0.7275
0.4114	6.3778	574	0.5277	0.7748	0.5277	0.7264
0.4114	6.4	576	0.5379	0.7756	0.5379	0.7334
0.4114	6.4222	578	0.5586	0.7683	0.5586	0.7474
0.4114	6.4444	580	0.5842	0.7826	0.5842	0.7644
0.4114	6.4667	582	0.5966	0.7776	0.5966	0.7724
0.4114	6.4889	584	0.5894	0.7701	0.5894	0.7677
0.4114	6.5111	586	0.5724	0.7679	0.5724	0.7566
0.4114	6.5333	588	0.5638	0.7726	0.5638	0.7508
0.4114	6.5556	590	0.5627	0.7615	0.5627	0.7501
0.4114	6.5778	592	0.5692	0.7492	0.5692	0.7544
0.4114	6.6	594	0.5702	0.7381	0.5702	0.7551
0.4114	6.6222	596	0.5585	0.7542	0.5585	0.7474
0.4114	6.6444	598	0.5552	0.7542	0.5552	0.7451
0.4114	6.6667	600	0.5703	0.7281	0.5703	0.7552
0.4114	6.6889	602	0.6040	0.6944	0.6040	0.7772
0.4114	6.7111	604	0.6274	0.6995	0.6274	0.7921
0.4114	6.7333	606	0.6288	0.6995	0.6288	0.7930
0.4114	6.7556	608	0.5936	0.7128	0.5936	0.7705
0.4114	6.7778	610	0.5542	0.7712	0.5542	0.7445
0.4114	6.8	612	0.5452	0.7748	0.5452	0.7384
0.4114	6.8222	614	0.5608	0.7664	0.5608	0.7488
0.4114	6.8444	616	0.5643	0.7707	0.5643	0.7512
0.4114	6.8667	618	0.5488	0.7712	0.5488	0.7408
0.4114	6.8889	620	0.5437	0.7907	0.5437	0.7373
0.4114	6.9111	622	0.5511	0.7489	0.5511	0.7424
0.4114	6.9333	624	0.5557	0.7357	0.5557	0.7455
0.4114	6.9556	626	0.5496	0.7583	0.5496	0.7414
0.4114	6.9778	628	0.5447	0.7844	0.5447	0.7380
0.4114	7.0	630	0.5535	0.7712	0.5535	0.7440
0.4114	7.0222	632	0.5593	0.7712	0.5593	0.7478
0.4114	7.0444	634	0.5682	0.7753	0.5682	0.7538
0.4114	7.0667	636	0.5787	0.7669	0.5787	0.7607
0.4114	7.0889	638	0.5811	0.7734	0.5811	0.7623
0.4114	7.1111	640	0.5851	0.7753	0.5851	0.7649
0.4114	7.1333	642	0.5827	0.7777	0.5827	0.7634
0.4114	7.1556	644	0.5714	0.7777	0.5714	0.7559
0.4114	7.1778	646	0.5672	0.7647	0.5672	0.7531
0.4114	7.2	648	0.5633	0.7647	0.5633	0.7505
0.4114	7.2222	650	0.5596	0.7647	0.5596	0.7481
0.4114	7.2444	652	0.5563	0.7691	0.5563	0.7459
0.4114	7.2667	654	0.5563	0.7677	0.5563	0.7459
0.4114	7.2889	656	0.5584	0.7687	0.5584	0.7473
0.4114	7.3111	658	0.5575	0.7662	0.5575	0.7467
0.4114	7.3333	660	0.5604	0.7714	0.5604	0.7486
0.4114	7.3556	662	0.5655	0.7714	0.5655	0.7520
0.4114	7.3778	664	0.5637	0.7714	0.5637	0.7508
0.4114	7.4	666	0.5621	0.7585	0.5621	0.7497
0.4114	7.4222	668	0.5655	0.7622	0.5655	0.7520
0.4114	7.4444	670	0.5555	0.7622	0.5555	0.7453
0.4114	7.4667	672	0.5402	0.7715	0.5402	0.7350
0.4114	7.4889	674	0.5361	0.7697	0.5361	0.7322
0.4114	7.5111	676	0.5527	0.7460	0.5527	0.7435
0.4114	7.5333	678	0.5599	0.7505	0.5599	0.7483
0.4114	7.5556	680	0.5441	0.7478	0.5441	0.7376
0.4114	7.5778	682	0.5234	0.7388	0.5234	0.7235
0.4114	7.6	684	0.5183	0.7628	0.5183	0.7199
0.4114	7.6222	686	0.5209	0.7533	0.5209	0.7217
0.4114	7.6444	688	0.5189	0.7601	0.5189	0.7204
0.4114	7.6667	690	0.5177	0.7582	0.5177	0.7195
0.4114	7.6889	692	0.5229	0.7538	0.5229	0.7231
0.4114	7.7111	694	0.5251	0.7608	0.5251	0.7246
0.4114	7.7333	696	0.5318	0.7589	0.5318	0.7293
0.4114	7.7556	698	0.5413	0.7476	0.5413	0.7357
0.4114	7.7778	700	0.5441	0.7536	0.5441	0.7376
0.4114	7.8	702	0.5441	0.7725	0.5441	0.7376
0.4114	7.8222	704	0.5465	0.7781	0.5465	0.7393
0.4114	7.8444	706	0.5466	0.7756	0.5466	0.7393
0.4114	7.8667	708	0.5454	0.7776	0.5454	0.7385
0.4114	7.8889	710	0.5443	0.7776	0.5443	0.7378
0.4114	7.9111	712	0.5415	0.7714	0.5415	0.7359
0.4114	7.9333	714	0.5417	0.7671	0.5417	0.7360
0.4114	7.9556	716	0.5432	0.7685	0.5432	0.7370
0.4114	7.9778	718	0.5468	0.7704	0.5468	0.7394
0.4114	8.0	720	0.5563	0.7812	0.5563	0.7459
0.4114	8.0222	722	0.5587	0.7765	0.5587	0.7474
0.4114	8.0444	724	0.5602	0.7765	0.5602	0.7484
0.4114	8.0667	726	0.5577	0.7745	0.5577	0.7468
0.4114	8.0889	728	0.5591	0.7770	0.5591	0.7477
0.4114	8.1111	730	0.5587	0.7770	0.5587	0.7474
0.4114	8.1333	732	0.5516	0.7736	0.5516	0.7427
0.4114	8.1556	734	0.5375	0.7741	0.5375	0.7332
0.4114	8.1778	736	0.5292	0.7784	0.5292	0.7275
0.4114	8.2	738	0.5236	0.7728	0.5236	0.7236
0.4114	8.2222	740	0.5207	0.7748	0.5207	0.7216
0.4114	8.2444	742	0.5181	0.7748	0.5181	0.7198
0.4114	8.2667	744	0.5175	0.7691	0.5175	0.7194
0.4114	8.2889	746	0.5189	0.7677	0.5189	0.7203
0.4114	8.3111	748	0.5230	0.7657	0.5230	0.7232
0.4114	8.3333	750	0.5294	0.7504	0.5294	0.7276
0.4114	8.3556	752	0.5341	0.7504	0.5341	0.7308
0.4114	8.3778	754	0.5338	0.7504	0.5338	0.7306
0.4114	8.4	756	0.5299	0.7657	0.5299	0.7279
0.4114	8.4222	758	0.5300	0.7714	0.5300	0.7280
0.4114	8.4444	760	0.5326	0.7671	0.5326	0.7298
0.4114	8.4667	762	0.5331	0.7647	0.5331	0.7302
0.4114	8.4889	764	0.5329	0.7724	0.5329	0.7300
0.4114	8.5111	766	0.5298	0.7666	0.5298	0.7279
0.4114	8.5333	768	0.5281	0.7710	0.5281	0.7267
0.4114	8.5556	770	0.5288	0.7710	0.5288	0.7272
0.4114	8.5778	772	0.5280	0.7710	0.5280	0.7266
0.4114	8.6	774	0.5280	0.7508	0.5280	0.7267
0.4114	8.6222	776	0.5298	0.7577	0.5298	0.7279
0.4114	8.6444	778	0.5318	0.7577	0.5318	0.7292
0.4114	8.6667	780	0.5345	0.7559	0.5345	0.7311
0.4114	8.6889	782	0.5361	0.7559	0.5361	0.7322
0.4114	8.7111	784	0.5383	0.7559	0.5383	0.7337
0.4114	8.7333	786	0.5416	0.7559	0.5416	0.7359
0.4114	8.7556	788	0.5462	0.7739	0.5462	0.7390
0.4114	8.7778	790	0.5483	0.7714	0.5483	0.7405
0.4114	8.8	792	0.5483	0.7671	0.5483	0.7405
0.4114	8.8222	794	0.5489	0.7647	0.5489	0.7409
0.4114	8.8444	796	0.5484	0.7647	0.5484	0.7405
0.4114	8.8667	798	0.5454	0.7647	0.5454	0.7385
0.4114	8.8889	800	0.5433	0.7691	0.5433	0.7371
0.4114	8.9111	802	0.5418	0.7540	0.5418	0.7361
0.4114	8.9333	804	0.5421	0.7540	0.5421	0.7363
0.4114	8.9556	806	0.5439	0.7465	0.5439	0.7375
0.4114	8.9778	808	0.5430	0.7465	0.5430	0.7369
0.4114	9.0	810	0.5457	0.7425	0.5457	0.7387
0.4114	9.0222	812	0.5484	0.7536	0.5484	0.7405
0.4114	9.0444	814	0.5470	0.7536	0.5470	0.7396
0.4114	9.0667	816	0.5434	0.7465	0.5434	0.7371
0.4114	9.0889	818	0.5412	0.7540	0.5412	0.7357
0.4114	9.1111	820	0.5396	0.7540	0.5396	0.7346
0.4114	9.1333	822	0.5372	0.7682	0.5372	0.7329
0.4114	9.1556	824	0.5356	0.7682	0.5356	0.7318
0.4114	9.1778	826	0.5362	0.7734	0.5362	0.7323
0.4114	9.2	828	0.5386	0.7734	0.5386	0.7339
0.4114	9.2222	830	0.5407	0.7691	0.5407	0.7353
0.4114	9.2444	832	0.5433	0.7647	0.5433	0.7371
0.4114	9.2667	834	0.5454	0.7647	0.5454	0.7385
0.4114	9.2889	836	0.5467	0.7647	0.5467	0.7394
0.4114	9.3111	838	0.5459	0.7628	0.5459	0.7389
0.4114	9.3333	840	0.5440	0.7671	0.5440	0.7375
0.4114	9.3556	842	0.5433	0.7714	0.5433	0.7371
0.4114	9.3778	844	0.5432	0.7671	0.5432	0.7370
0.4114	9.4	846	0.5430	0.7714	0.5430	0.7369
0.4114	9.4222	848	0.5429	0.7714	0.5429	0.7368
0.4114	9.4444	850	0.5425	0.7739	0.5425	0.7366
0.4114	9.4667	852	0.5420	0.7682	0.5420	0.7362
0.4114	9.4889	854	0.5404	0.7540	0.5404	0.7351
0.4114	9.5111	856	0.5398	0.7540	0.5398	0.7347
0.4114	9.5333	858	0.5390	0.7540	0.5390	0.7341
0.4114	9.5556	860	0.5382	0.7564	0.5382	0.7336
0.4114	9.5778	862	0.5368	0.7504	0.5368	0.7327
0.4114	9.6	864	0.5350	0.7504	0.5350	0.7315
0.4114	9.6222	866	0.5333	0.7504	0.5333	0.7303
0.4114	9.6444	868	0.5319	0.7522	0.5319	0.7293
0.4114	9.6667	870	0.5306	0.7522	0.5306	0.7284
0.4114	9.6889	872	0.5288	0.7522	0.5288	0.7272
0.4114	9.7111	874	0.5272	0.7559	0.5272	0.7261
0.4114	9.7333	876	0.5264	0.7559	0.5264	0.7255
0.4114	9.7556	878	0.5262	0.7559	0.5262	0.7254
0.4114	9.7778	880	0.5261	0.7559	0.5261	0.7253
0.4114	9.8	882	0.5258	0.7559	0.5258	0.7251
0.4114	9.8222	884	0.5256	0.7559	0.5256	0.7250
0.4114	9.8444	886	0.5255	0.7559	0.5255	0.7249
0.4114	9.8667	888	0.5255	0.7559	0.5255	0.7249
0.4114	9.8889	890	0.5256	0.7702	0.5256	0.7250
0.4114	9.9111	892	0.5257	0.7702	0.5257	0.7251
0.4114	9.9333	894	0.5257	0.7702	0.5257	0.7251
0.4114	9.9556	896	0.5258	0.7702	0.5258	0.7251
0.4114	9.9778	898	0.5257	0.7760	0.5257	0.7251
0.4114	10.0	900	0.5257	0.7760	0.5257	0.7251

Framework versions

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