ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k15_task3_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: 0.5906
• Qwk: 0.2986
• Mse: 0.5906
• Rmse: 0.7685

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	0.0267	2	3.2020	-0.0126	3.2020	1.7894
No log	0.0533	4	1.6935	-0.0070	1.6935	1.3014
No log	0.08	6	1.2207	0.0294	1.2207	1.1048
No log	0.1067	8	1.1167	0.0817	1.1167	1.0568
No log	0.1333	10	0.5726	0.0569	0.5726	0.7567
No log	0.16	12	0.5730	0.0569	0.5730	0.7570
No log	0.1867	14	0.5872	0.1008	0.5872	0.7663
No log	0.2133	16	0.8915	0.0745	0.8915	0.9442
No log	0.24	18	0.7753	0.1781	0.7753	0.8805
No log	0.2667	20	0.5880	0.0	0.5880	0.7668
No log	0.2933	22	0.6174	-0.0159	0.6174	0.7857
No log	0.32	24	0.6395	0.0	0.6395	0.7997
No log	0.3467	26	0.7195	0.0720	0.7195	0.8482
No log	0.3733	28	0.5773	0.1880	0.5773	0.7598
No log	0.4	30	0.6035	0.0071	0.6035	0.7769
No log	0.4267	32	0.8346	0.1289	0.8346	0.9136
No log	0.4533	34	0.6656	0.0667	0.6656	0.8159
No log	0.48	36	0.6207	0.1880	0.6207	0.7878
No log	0.5067	38	0.7343	0.0769	0.7343	0.8569
No log	0.5333	40	0.6350	0.0	0.6350	0.7969
No log	0.56	42	0.5758	-0.0303	0.5758	0.7588
No log	0.5867	44	0.7477	0.2146	0.7477	0.8647
No log	0.6133	46	0.9848	0.1000	0.9848	0.9924
No log	0.64	48	0.7277	0.1590	0.7277	0.8531
No log	0.6667	50	0.6153	0.0303	0.6153	0.7844
No log	0.6933	52	0.5698	0.0815	0.5698	0.7548
No log	0.72	54	0.5980	0.2281	0.5980	0.7733
No log	0.7467	56	0.6186	0.1111	0.6186	0.7865
No log	0.7733	58	0.5603	0.2485	0.5603	0.7485
No log	0.8	60	0.5096	0.2329	0.5096	0.7139
No log	0.8267	62	0.5131	0.2215	0.5131	0.7163
No log	0.8533	64	0.5185	0.2727	0.5185	0.7201
No log	0.88	66	0.5316	0.2727	0.5316	0.7291
No log	0.9067	68	0.6008	0.2994	0.6008	0.7751
No log	0.9333	70	0.5586	0.2704	0.5586	0.7474
No log	0.96	72	0.5874	0.3548	0.5874	0.7664
No log	0.9867	74	0.7769	0.2965	0.7769	0.8814
No log	1.0133	76	0.7795	0.2965	0.7795	0.8829
No log	1.04	78	0.6592	0.3369	0.6592	0.8119
No log	1.0667	80	0.6340	0.3301	0.6340	0.7963
No log	1.0933	82	0.5630	0.2857	0.5630	0.7504
No log	1.12	84	0.9166	0.1000	0.9166	0.9574
No log	1.1467	86	0.6352	0.3966	0.6352	0.7970
No log	1.1733	88	0.5283	0.2704	0.5283	0.7268
No log	1.2	90	0.7426	0.2661	0.7426	0.8618
No log	1.2267	92	0.7561	0.2857	0.7561	0.8696
No log	1.2533	94	0.5941	0.2653	0.5941	0.7708
No log	1.28	96	0.7060	0.3514	0.7060	0.8402
No log	1.3067	98	0.8482	0.2713	0.8482	0.9210
No log	1.3333	100	0.6117	0.3498	0.6117	0.7821
No log	1.3600	102	1.5838	0.1695	1.5838	1.2585
No log	1.3867	104	2.1098	0.1468	2.1098	1.4525
No log	1.4133	106	1.3534	0.2211	1.3534	1.1634
No log	1.44	108	0.5737	0.3508	0.5737	0.7574
No log	1.4667	110	0.6681	0.3016	0.6681	0.8174
No log	1.4933	112	0.5137	0.2889	0.5137	0.7167
No log	1.52	114	0.6056	0.36	0.6056	0.7782
No log	1.5467	116	0.8828	0.1220	0.8828	0.9396
No log	1.5733	118	0.7714	0.1667	0.7714	0.8783
No log	1.6	120	0.5398	0.2914	0.5398	0.7347
No log	1.6267	122	0.5752	0.2179	0.5752	0.7584
No log	1.6533	124	0.5535	0.3023	0.5535	0.7440
No log	1.6800	126	0.5384	0.2865	0.5384	0.7337
No log	1.7067	128	0.6462	0.2079	0.6462	0.8039
No log	1.7333	130	0.6031	0.3831	0.6031	0.7766
No log	1.76	132	1.1434	0.1884	1.1434	1.0693
No log	1.7867	134	1.5718	0.1816	1.5718	1.2537
No log	1.8133	136	0.8827	0.1545	0.8827	0.9395
No log	1.8400	138	0.6303	0.2607	0.6303	0.7939
No log	1.8667	140	0.6097	0.2621	0.6097	0.7808
No log	1.8933	142	0.5176	0.3708	0.5176	0.7195
No log	1.92	144	0.5223	0.4	0.5223	0.7227
No log	1.9467	146	0.5413	0.4468	0.5413	0.7357
No log	1.9733	148	0.5194	0.4556	0.5194	0.7207
No log	2.0	150	0.5216	0.4884	0.5216	0.7222
No log	2.0267	152	0.6149	0.2670	0.6149	0.7842
No log	2.0533	154	1.3021	0.2285	1.3021	1.1411
No log	2.08	156	1.7571	0.1797	1.7571	1.3256
No log	2.1067	158	1.1755	0.1628	1.1755	1.0842
No log	2.1333	160	0.6082	0.2965	0.6082	0.7799
No log	2.16	162	0.9928	0.2450	0.9928	0.9964
No log	2.1867	164	0.8095	0.2897	0.8095	0.8997
No log	2.2133	166	0.5940	0.3439	0.5940	0.7707
No log	2.24	168	1.0988	0.1094	1.0988	1.0482
No log	2.2667	170	1.0621	0.1094	1.0621	1.0306
No log	2.2933	172	0.6769	0.2432	0.6769	0.8227
No log	2.32	174	0.5233	0.3295	0.5233	0.7234
No log	2.3467	176	0.5752	0.2727	0.5752	0.7584
No log	2.3733	178	0.5343	0.3797	0.5343	0.7309
No log	2.4	180	0.6844	0.2965	0.6844	0.8273
No log	2.4267	182	1.4430	0.2213	1.4430	1.2012
No log	2.4533	184	1.4356	0.2165	1.4356	1.1982
No log	2.48	186	0.7332	0.3147	0.7332	0.8563
No log	2.5067	188	0.5288	0.4851	0.5288	0.7272
No log	2.5333	190	0.5631	0.3860	0.5631	0.7504
No log	2.56	192	0.5637	0.5368	0.5637	0.7508
No log	2.5867	194	0.9344	0.2552	0.9344	0.9667
No log	2.6133	196	1.2871	0.1804	1.2871	1.1345
No log	2.64	198	1.0054	0.1507	1.0054	1.0027
No log	2.6667	200	0.6130	0.3962	0.6130	0.7829
No log	2.6933	202	0.6635	0.2072	0.6635	0.8145
No log	2.7200	204	0.5921	0.2762	0.5921	0.7695
No log	2.7467	206	0.6307	0.4182	0.6307	0.7942
No log	2.7733	208	0.5939	0.4128	0.5939	0.7706
No log	2.8	210	0.6020	0.2676	0.6020	0.7759
No log	2.8267	212	0.5796	0.4783	0.5796	0.7613
No log	2.8533	214	0.5772	0.4783	0.5772	0.7598
No log	2.88	216	0.7246	0.3722	0.7246	0.8512
No log	2.9067	218	0.8686	0.3080	0.8686	0.9320
No log	2.9333	220	0.7237	0.3333	0.7237	0.8507
No log	2.96	222	0.5967	0.4019	0.5967	0.7724
No log	2.9867	224	0.6510	0.3744	0.6510	0.8068
No log	3.0133	226	0.5662	0.4783	0.5662	0.7525
No log	3.04	228	0.7084	0.3116	0.7084	0.8417
No log	3.0667	230	0.6412	0.2676	0.6412	0.8007
No log	3.0933	232	0.5572	0.4175	0.5572	0.7465
No log	3.12	234	0.5860	0.2676	0.5860	0.7655
No log	3.1467	236	0.5626	0.2709	0.5626	0.7501
No log	3.1733	238	0.5646	0.3641	0.5646	0.7514
No log	3.2	240	0.5576	0.3684	0.5576	0.7467
No log	3.2267	242	0.5394	0.3617	0.5394	0.7345
No log	3.2533	244	0.5329	0.4348	0.5329	0.7300
No log	3.2800	246	0.5406	0.3939	0.5406	0.7353
No log	3.3067	248	0.6832	0.3665	0.6832	0.8265
No log	3.3333	250	0.7478	0.3247	0.7478	0.8647
No log	3.36	252	0.6237	0.4059	0.6237	0.7897
No log	3.3867	254	0.6266	0.3561	0.6266	0.7916
No log	3.4133	256	0.6998	0.3917	0.6998	0.8366
No log	3.44	258	0.6833	0.3524	0.6833	0.8266
No log	3.4667	260	0.6813	0.3524	0.6813	0.8254
No log	3.4933	262	0.6903	0.2511	0.6903	0.8308
No log	3.52	264	0.7132	0.2523	0.7132	0.8445
No log	3.5467	266	0.6817	0.4074	0.6817	0.8257
No log	3.5733	268	0.7622	0.2811	0.7622	0.8731
No log	3.6	270	0.9851	0.2000	0.9851	0.9925
No log	3.6267	272	0.9008	0.2646	0.9008	0.9491
No log	3.6533	274	0.7458	0.2432	0.7458	0.8636
No log	3.68	276	0.7729	0.1560	0.7729	0.8792
No log	3.7067	278	0.7191	0.2762	0.7191	0.8480
No log	3.7333	280	0.7604	0.3231	0.7604	0.8720
No log	3.76	282	0.7084	0.2917	0.7084	0.8416
No log	3.7867	284	0.6209	0.3016	0.6209	0.7880
No log	3.8133	286	0.6061	0.2444	0.6061	0.7785
No log	3.84	288	0.5993	0.3846	0.5993	0.7742
No log	3.8667	290	0.6123	0.3371	0.6123	0.7825
No log	3.8933	292	0.6051	0.3730	0.6051	0.7778
No log	3.92	294	0.5932	0.3131	0.5932	0.7702
No log	3.9467	296	0.5913	0.3575	0.5913	0.7689
No log	3.9733	298	0.6396	0.3913	0.6396	0.7998
No log	4.0	300	0.6729	0.2670	0.6729	0.8203
No log	4.0267	302	0.6209	0.3371	0.6209	0.7879
No log	4.0533	304	0.5802	0.2558	0.5802	0.7617
No log	4.08	306	0.6007	0.2865	0.6007	0.7751
No log	4.1067	308	0.6547	0.3016	0.6547	0.8091
No log	4.1333	310	0.6441	0.2821	0.6441	0.8025
No log	4.16	312	0.5995	0.2527	0.5995	0.7743
No log	4.1867	314	0.7207	0.2871	0.7207	0.8489
No log	4.2133	316	0.7018	0.2842	0.7018	0.8378
No log	4.24	318	0.6476	0.2464	0.6476	0.8047
No log	4.2667	320	0.6526	0.2475	0.6526	0.8079
No log	4.2933	322	0.6501	0.2088	0.6501	0.8063
No log	4.32	324	0.6317	0.2088	0.6317	0.7948
No log	4.3467	326	0.6152	0.2626	0.6152	0.7844
No log	4.3733	328	0.7156	0.2917	0.7156	0.8459
No log	4.4	330	0.7889	0.2670	0.7889	0.8882
No log	4.4267	332	0.6544	0.2917	0.6544	0.8090
No log	4.4533	334	0.5816	0.2558	0.5816	0.7626
No log	4.48	336	0.5924	0.2749	0.5924	0.7697
No log	4.5067	338	0.5719	0.3862	0.5719	0.7563
No log	4.5333	340	0.7866	0.1845	0.7866	0.8869
No log	4.5600	342	0.9859	0.2401	0.9859	0.9929
No log	4.5867	344	0.8216	0.2146	0.8216	0.9064
No log	4.6133	346	0.6254	0.2986	0.6254	0.7908
No log	4.64	348	0.6110	0.3035	0.6110	0.7817
No log	4.6667	350	0.6745	0.2986	0.6745	0.8213
No log	4.6933	352	0.6545	0.2986	0.6545	0.8090
No log	4.72	354	0.6563	0.3010	0.6563	0.8101
No log	4.7467	356	0.5875	0.3171	0.5875	0.7665
No log	4.7733	358	0.5872	0.3237	0.5872	0.7663
No log	4.8	360	0.7393	0.2830	0.7393	0.8598
No log	4.8267	362	0.7757	0.2150	0.7757	0.8807
No log	4.8533	364	0.6691	0.2871	0.6691	0.8180
No log	4.88	366	0.5417	0.3978	0.5417	0.7360
No log	4.9067	368	0.5135	0.3086	0.5135	0.7166
No log	4.9333	370	0.5145	0.2970	0.5145	0.7173
No log	4.96	372	0.5209	0.4033	0.5209	0.7217
No log	4.9867	374	0.6215	0.3333	0.6215	0.7883
No log	5.0133	376	0.7684	0.2523	0.7684	0.8766
No log	5.04	378	0.7693	0.2511	0.7693	0.8771
No log	5.0667	380	0.5968	0.3433	0.5968	0.7725
No log	5.0933	382	0.5516	0.3951	0.5516	0.7427
No log	5.12	384	0.5695	0.4010	0.5695	0.7546
No log	5.1467	386	0.5796	0.4231	0.5796	0.7613
No log	5.1733	388	0.6871	0.3303	0.6871	0.8289
No log	5.2	390	0.7976	0.2941	0.7976	0.8931
No log	5.2267	392	0.7451	0.3004	0.7451	0.8632
No log	5.2533	394	0.6179	0.3077	0.6179	0.7861
No log	5.28	396	0.5179	0.4475	0.5179	0.7197
No log	5.3067	398	0.5484	0.4462	0.5484	0.7405
No log	5.3333	400	0.5042	0.3810	0.5042	0.7101
No log	5.36	402	0.5452	0.3263	0.5452	0.7384
No log	5.3867	404	0.6538	0.2670	0.6538	0.8086
No log	5.4133	406	0.6622	0.2245	0.6622	0.8138
No log	5.44	408	0.5434	0.3535	0.5434	0.7372
No log	5.4667	410	0.5060	0.4483	0.5060	0.7114
No log	5.4933	412	0.5132	0.4839	0.5132	0.7164
No log	5.52	414	0.5323	0.4118	0.5323	0.7296
No log	5.5467	416	0.6304	0.3641	0.6304	0.7940
No log	5.5733	418	0.6450	0.3171	0.6450	0.8031
No log	5.6	420	0.7070	0.2563	0.7070	0.8408
No log	5.6267	422	0.7686	0.2511	0.7686	0.8767
No log	5.6533	424	0.6782	0.2871	0.6782	0.8236
No log	5.68	426	0.5502	0.3769	0.5502	0.7418
No log	5.7067	428	0.5390	0.3508	0.5390	0.7341
No log	5.7333	430	0.5497	0.3769	0.5497	0.7414
No log	5.76	432	0.5964	0.3641	0.5964	0.7723
No log	5.7867	434	0.6426	0.2871	0.6426	0.8017
No log	5.8133	436	0.6622	0.2871	0.6622	0.8137
No log	5.84	438	0.6312	0.2986	0.6312	0.7945
No log	5.8667	440	0.6203	0.3010	0.6203	0.7876
No log	5.8933	442	0.6049	0.3010	0.6049	0.7777
No log	5.92	444	0.5270	0.4518	0.5270	0.7259
No log	5.9467	446	0.5153	0.4098	0.5153	0.7178
No log	5.9733	448	0.5105	0.4286	0.5105	0.7145
No log	6.0	450	0.5625	0.3433	0.5625	0.7500
No log	6.0267	452	0.7321	0.2233	0.7321	0.8556
No log	6.0533	454	0.7375	0.2227	0.7375	0.8588
No log	6.08	456	0.5936	0.3103	0.5936	0.7704
No log	6.1067	458	0.5614	0.3575	0.5614	0.7493
No log	6.1333	460	0.6159	0.3103	0.6159	0.7848
No log	6.16	462	0.6922	0.2830	0.6922	0.8320
No log	6.1867	464	0.6813	0.2744	0.6813	0.8254
No log	6.2133	466	0.5747	0.3433	0.5747	0.7581
No log	6.24	468	0.5158	0.4350	0.5158	0.7182
No log	6.2667	470	0.5283	0.3446	0.5283	0.7269
No log	6.2933	472	0.5236	0.3829	0.5236	0.7236
No log	6.32	474	0.5788	0.3433	0.5788	0.7608
No log	6.3467	476	0.7316	0.2727	0.7316	0.8553
No log	6.3733	478	0.8043	0.2511	0.8043	0.8968
No log	6.4	480	0.6933	0.3052	0.6933	0.8327
No log	6.4267	482	0.5904	0.3469	0.5904	0.7684
No log	6.4533	484	0.5420	0.3892	0.5420	0.7362
No log	6.48	486	0.5423	0.4764	0.5423	0.7364
No log	6.5067	488	0.5432	0.3951	0.5432	0.7370
No log	6.5333	490	0.5591	0.4059	0.5591	0.7477
No log	6.5600	492	0.6761	0.3052	0.6761	0.8222
No log	6.5867	494	0.8807	0.1220	0.8807	0.9384
No log	6.6133	496	0.8762	0.1864	0.8762	0.9361
No log	6.64	498	0.7017	0.3028	0.7017	0.8376
0.4593	6.6667	500	0.5742	0.3367	0.5742	0.7577
0.4593	6.6933	502	0.5480	0.375	0.5480	0.7403
0.4593	6.72	504	0.5529	0.3575	0.5529	0.7436
0.4593	6.7467	506	0.5547	0.3575	0.5547	0.7448
0.4593	6.7733	508	0.5505	0.4051	0.5505	0.7419
0.4593	6.8	510	0.6281	0.3469	0.6281	0.7926
0.4593	6.8267	512	0.7309	0.2442	0.7309	0.8549
0.4593	6.8533	514	0.7700	0.2146	0.7700	0.8775
0.4593	6.88	516	0.7158	0.2150	0.7158	0.8461
0.4593	6.9067	518	0.6035	0.3469	0.6035	0.7768
0.4593	6.9333	520	0.5570	0.3367	0.5570	0.7463
0.4593	6.96	522	0.5438	0.2990	0.5438	0.7374
0.4593	6.9867	524	0.5415	0.3439	0.5415	0.7359
0.4593	7.0133	526	0.5590	0.3367	0.5590	0.7477
0.4593	7.04	528	0.5811	0.3469	0.5811	0.7623
0.4593	7.0667	530	0.6025	0.3010	0.6025	0.7762
0.4593	7.0933	532	0.6242	0.3010	0.6242	0.7901
0.4593	7.12	534	0.6030	0.3010	0.6030	0.7766
0.4593	7.1467	536	0.6082	0.3010	0.6082	0.7799
0.4593	7.1733	538	0.5933	0.3333	0.5933	0.7702
0.4593	7.2	540	0.5677	0.4010	0.5677	0.7535
0.4593	7.2267	542	0.5583	0.4286	0.5583	0.7472
0.4593	7.2533	544	0.5559	0.4	0.5559	0.7456
0.4593	7.28	546	0.5706	0.3333	0.5706	0.7554
0.4593	7.3067	548	0.6474	0.3010	0.6474	0.8046
0.4593	7.3333	550	0.8163	0.2469	0.8163	0.9035
0.4593	7.36	552	0.8457	0.2469	0.8457	0.9196
0.4593	7.3867	554	0.7415	0.2423	0.7415	0.8611
0.4593	7.4133	556	0.6341	0.3010	0.6341	0.7963
0.4593	7.44	558	0.5751	0.3333	0.5751	0.7584
0.4593	7.4667	560	0.5658	0.4341	0.5658	0.7522
0.4593	7.4933	562	0.5641	0.3663	0.5641	0.7511
0.4593	7.52	564	0.5760	0.3333	0.5760	0.7589
0.4593	7.5467	566	0.6305	0.3103	0.6305	0.7940
0.4593	7.5733	568	0.6701	0.2475	0.6701	0.8186
0.4593	7.6	570	0.6385	0.28	0.6385	0.7990
0.4593	7.6267	572	0.5781	0.3433	0.5781	0.7604
0.4593	7.6533	574	0.5480	0.375	0.5480	0.7403
0.4593	7.68	576	0.5458	0.3333	0.5458	0.7388
0.4593	7.7067	578	0.5461	0.375	0.5461	0.7390
0.4593	7.7333	580	0.5539	0.3469	0.5539	0.7442
0.4593	7.76	582	0.5693	0.3433	0.5693	0.7546
0.4593	7.7867	584	0.5769	0.3535	0.5769	0.7595
0.4593	7.8133	586	0.5563	0.3433	0.5563	0.7459
0.4593	7.84	588	0.5331	0.375	0.5331	0.7301
0.4593	7.8667	590	0.5307	0.3369	0.5307	0.7285
0.4593	7.8933	592	0.5330	0.4409	0.5330	0.7301
0.4593	7.92	594	0.5340	0.3661	0.5340	0.7308
0.4593	7.9467	596	0.5396	0.375	0.5396	0.7345
0.4593	7.9733	598	0.5702	0.3433	0.5702	0.7551
0.4593	8.0	600	0.6024	0.3077	0.6024	0.7761
0.4593	8.0267	602	0.5931	0.2986	0.5931	0.7702
0.4593	8.0533	604	0.5713	0.3623	0.5713	0.7559
0.4593	8.08	606	0.5584	0.4	0.5584	0.7472
0.4593	8.1067	608	0.5564	0.4346	0.5564	0.7459
0.4593	8.1333	610	0.5589	0.4346	0.5589	0.7476
0.4593	8.16	612	0.5602	0.4229	0.5602	0.7485
0.4593	8.1867	614	0.5677	0.3663	0.5677	0.7534
0.4593	8.2133	616	0.5964	0.3398	0.5964	0.7723
0.4593	8.24	618	0.6301	0.2986	0.6301	0.7938
0.4593	8.2667	620	0.6348	0.2986	0.6348	0.7967
0.4593	8.2933	622	0.6330	0.2986	0.6330	0.7956
0.4593	8.32	624	0.6299	0.2986	0.6299	0.7936
0.4593	8.3467	626	0.6030	0.3398	0.6030	0.7765
0.4593	8.3733	628	0.5726	0.3488	0.5726	0.7567
0.4593	8.4	630	0.5542	0.4229	0.5542	0.7444
0.4593	8.4267	632	0.5522	0.4583	0.5522	0.7431
0.4593	8.4533	634	0.5501	0.3333	0.5501	0.7417
0.4593	8.48	636	0.5460	0.5025	0.5460	0.7389
0.4593	8.5067	638	0.5596	0.3333	0.5596	0.7481
0.4593	8.5333	640	0.5901	0.3398	0.5901	0.7682
0.4593	8.56	642	0.6124	0.2986	0.6124	0.7826
0.4593	8.5867	644	0.6070	0.2986	0.6070	0.7791
0.4593	8.6133	646	0.6107	0.2986	0.6107	0.7815
0.4593	8.64	648	0.6164	0.2986	0.6164	0.7851
0.4593	8.6667	650	0.6174	0.2986	0.6174	0.7858
0.4593	8.6933	652	0.6181	0.2986	0.6181	0.7862
0.4593	8.72	654	0.6235	0.2986	0.6235	0.7896
0.4593	8.7467	656	0.6183	0.2986	0.6183	0.7863
0.4593	8.7733	658	0.6307	0.2986	0.6307	0.7942
0.4593	8.8	660	0.6536	0.2692	0.6536	0.8084
0.4593	8.8267	662	0.6834	0.2744	0.6834	0.8267
0.4593	8.8533	664	0.6922	0.2744	0.6922	0.8320
0.4593	8.88	666	0.6630	0.2744	0.6630	0.8143
0.4593	8.9067	668	0.6214	0.2692	0.6214	0.7883
0.4593	8.9333	670	0.5833	0.3301	0.5833	0.7637
0.4593	8.96	672	0.5524	0.3333	0.5524	0.7432
0.4593	8.9867	674	0.5401	0.4059	0.5401	0.7349
0.4593	9.0133	676	0.5399	0.4059	0.5399	0.7348
0.4593	9.04	678	0.5435	0.3333	0.5435	0.7372
0.4593	9.0667	680	0.5493	0.3333	0.5493	0.7412
0.4593	9.0933	682	0.5571	0.3301	0.5571	0.7464
0.4593	9.12	684	0.5712	0.3301	0.5712	0.7558
0.4593	9.1467	686	0.5813	0.2986	0.5813	0.7624
0.4593	9.1733	688	0.5785	0.3398	0.5785	0.7606
0.4593	9.2	690	0.5804	0.2986	0.5804	0.7618
0.4593	9.2267	692	0.5892	0.2986	0.5892	0.7676
0.4593	9.2533	694	0.5821	0.2986	0.5821	0.7630
0.4593	9.28	696	0.5722	0.3398	0.5722	0.7564
0.4593	9.3067	698	0.5698	0.3301	0.5698	0.7548
0.4593	9.3333	700	0.5630	0.3301	0.5630	0.7503
0.4593	9.36	702	0.5555	0.3301	0.5555	0.7453
0.4593	9.3867	704	0.5475	0.3623	0.5475	0.7400
0.4593	9.4133	706	0.5454	0.3524	0.5454	0.7385
0.4593	9.44	708	0.5464	0.3524	0.5464	0.7392
0.4593	9.4667	710	0.5450	0.4178	0.5450	0.7382
0.4593	9.4933	712	0.5441	0.4444	0.5441	0.7377
0.4593	9.52	714	0.5423	0.4502	0.5423	0.7364
0.4593	9.5467	716	0.5412	0.4502	0.5412	0.7357
0.4593	9.5733	718	0.5414	0.4178	0.5414	0.7358
0.4593	9.6	720	0.5422	0.4178	0.5422	0.7364
0.4593	9.6267	722	0.5452	0.3524	0.5452	0.7384
0.4593	9.6533	724	0.5522	0.3333	0.5522	0.7431
0.4593	9.68	726	0.5633	0.3301	0.5633	0.7505
0.4593	9.7067	728	0.5742	0.3301	0.5742	0.7577
0.4593	9.7333	730	0.5833	0.3398	0.5833	0.7637
0.4593	9.76	732	0.5906	0.2986	0.5906	0.7685
0.4593	9.7867	734	0.5939	0.2986	0.5939	0.7706
0.4593	9.8133	736	0.5978	0.2986	0.5978	0.7731
0.4593	9.84	738	0.5985	0.2986	0.5985	0.7736
0.4593	9.8667	740	0.5968	0.2986	0.5968	0.7725
0.4593	9.8933	742	0.5941	0.2986	0.5941	0.7708
0.4593	9.92	744	0.5918	0.2986	0.5918	0.7693
0.4593	9.9467	746	0.5907	0.2986	0.5907	0.7686
0.4593	9.9733	748	0.5907	0.2986	0.5907	0.7686
0.4593	10.0	750	0.5906	0.2986	0.5906	0.7685

Framework versions

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