ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k19_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: 0.5572
• Qwk: 0.2941
• Mse: 0.5572
• Rmse: 0.7464

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	0.0182	2	3.1876	-0.0014	3.1876	1.7854
No log	0.0364	4	2.3934	0.0275	2.3934	1.5471
No log	0.0545	6	1.7262	0.0438	1.7262	1.3138
No log	0.0727	8	1.2951	0.0376	1.2951	1.1380
No log	0.0909	10	1.5799	0.0675	1.5799	1.2569
No log	0.1091	12	1.1534	0.0694	1.1534	1.0740
No log	0.1273	14	0.9815	0.1405	0.9815	0.9907
No log	0.1455	16	1.0634	0.0977	1.0634	1.0312
No log	0.1636	18	0.9148	0.0745	0.9148	0.9564
No log	0.1818	20	0.7202	0.3237	0.7202	0.8486
No log	0.2	22	0.7178	0.2941	0.7178	0.8472
No log	0.2182	24	0.8177	0.1055	0.8177	0.9042
No log	0.2364	26	0.9706	-0.0196	0.9706	0.9852
No log	0.2545	28	0.8846	-0.0041	0.8846	0.9405
No log	0.2727	30	0.7412	0.0417	0.7412	0.8610
No log	0.2909	32	0.6767	0.1605	0.6767	0.8226
No log	0.3091	34	0.7518	0.0647	0.7518	0.8671
No log	0.3273	36	0.8710	0.0877	0.8710	0.9333
No log	0.3455	38	0.8976	0.1289	0.8976	0.9474
No log	0.3636	40	0.7286	0.2000	0.7286	0.8536
No log	0.3818	42	0.9632	0.0631	0.9632	0.9814
No log	0.4	44	1.6072	0.0567	1.6072	1.2677
No log	0.4182	46	1.1338	0.1554	1.1338	1.0648
No log	0.4364	48	0.6141	0.1467	0.6141	0.7837
No log	0.4545	50	0.6209	0.0071	0.6209	0.7880
No log	0.4727	52	0.6861	-0.0256	0.6861	0.8283
No log	0.4909	54	0.8011	0.1414	0.8011	0.8950
No log	0.5091	56	0.7702	0.1556	0.7702	0.8776
No log	0.5273	58	0.6882	0.0877	0.6882	0.8296
No log	0.5455	60	0.6285	0.1515	0.6285	0.7928
No log	0.5636	62	0.5756	0.0071	0.5756	0.7587
No log	0.5818	64	0.8397	0.1133	0.8397	0.9164
No log	0.6	66	0.9268	0.0367	0.9268	0.9627
No log	0.6182	68	0.6015	0.2771	0.6015	0.7755
No log	0.6364	70	1.0049	0.1680	1.0049	1.0024
No log	0.6545	72	1.3467	0.1489	1.3467	1.1605
No log	0.6727	74	0.6764	0.1845	0.6764	0.8224
No log	0.6909	76	0.5318	0.2593	0.5318	0.7292
No log	0.7091	78	0.6867	0.2360	0.6867	0.8287
No log	0.7273	80	0.8975	0.0388	0.8975	0.9473
No log	0.7455	82	0.6715	0.2609	0.6715	0.8195
No log	0.7636	84	0.5544	0.2683	0.5544	0.7446
No log	0.7818	86	0.7617	0.2381	0.7617	0.8727
No log	0.8	88	0.6979	0.2464	0.6979	0.8354
No log	0.8182	90	0.5080	0.2911	0.5080	0.7127
No log	0.8364	92	0.5703	0.2298	0.5703	0.7552
No log	0.8545	94	0.5144	0.2516	0.5144	0.7172
No log	0.8727	96	0.6100	0.2787	0.6100	0.7811
No log	0.8909	98	1.1721	0.1128	1.1721	1.0826
No log	0.9091	100	1.3565	0.1027	1.3565	1.1647
No log	0.9273	102	0.8616	0.3043	0.8616	0.9282
No log	0.9455	104	0.5680	0.2883	0.5680	0.7537
No log	0.9636	106	0.9434	0.1077	0.9434	0.9713
No log	0.9818	108	0.8269	0.1660	0.8269	0.9093
No log	1.0	110	0.5665	0.2405	0.5665	0.7527
No log	1.0182	112	0.5181	0.3371	0.5181	0.7198
No log	1.0364	114	0.6307	0.2410	0.6307	0.7942
No log	1.0545	116	0.5792	0.2746	0.5792	0.7610
No log	1.0727	118	0.5774	0.1707	0.5774	0.7599
No log	1.0909	120	0.7471	0.25	0.7471	0.8644
No log	1.1091	122	0.6837	0.3427	0.6837	0.8269
No log	1.1273	124	0.7969	0.2771	0.7969	0.8927
No log	1.1455	126	0.7479	0.2605	0.7479	0.8648
No log	1.1636	128	0.6224	0.3892	0.6224	0.7889
No log	1.1818	130	0.7646	0.3722	0.7646	0.8744
No log	1.2	132	0.5371	0.3520	0.5371	0.7329
No log	1.2182	134	0.5981	0.4059	0.5981	0.7733
No log	1.2364	136	0.5771	0.3990	0.5771	0.7597
No log	1.2545	138	0.4960	0.2189	0.4960	0.7043
No log	1.2727	140	0.5121	0.2289	0.5121	0.7156
No log	1.2909	142	0.5654	0.2707	0.5654	0.7519
No log	1.3091	144	0.9241	0.2275	0.9241	0.9613
No log	1.3273	146	0.7509	0.3180	0.7509	0.8666
No log	1.3455	148	0.6385	0.2727	0.6385	0.7991
No log	1.3636	150	0.7086	0.3433	0.7086	0.8418
No log	1.3818	152	0.9523	0.1440	0.9523	0.9758
No log	1.4	154	1.0199	0.1811	1.0199	1.0099
No log	1.4182	156	0.8140	0.3043	0.8140	0.9022
No log	1.4364	158	0.8426	0.3138	0.8426	0.9179
No log	1.4545	160	0.8924	0.2469	0.8924	0.9447
No log	1.4727	162	0.9090	0.1861	0.9090	0.9534
No log	1.4909	164	1.0490	0.1027	1.0490	1.0242
No log	1.5091	166	1.0404	0.1417	1.0404	1.0200
No log	1.5273	168	0.8035	0.1931	0.8035	0.8964
No log	1.5455	170	0.9366	0.1680	0.9366	0.9678
No log	1.5636	172	1.3913	0.1220	1.3913	1.1795
No log	1.5818	174	0.9993	0.1486	0.9993	0.9997
No log	1.6	176	0.7148	0.3077	0.7148	0.8455
No log	1.6182	178	0.6096	0.2542	0.6096	0.7808
No log	1.6364	180	0.5898	0.2258	0.5898	0.7680
No log	1.6545	182	0.6058	0.2670	0.6058	0.7784
No log	1.6727	184	0.7038	0.2965	0.7038	0.8389
No log	1.6909	186	0.6144	0.2917	0.6144	0.7838
No log	1.7091	188	0.7689	0.1765	0.7689	0.8769
No log	1.7273	190	0.6526	0.2842	0.6526	0.8078
No log	1.7455	192	0.6121	0.2842	0.6121	0.7824
No log	1.7636	194	0.7140	0.2577	0.7140	0.8450
No log	1.7818	196	0.7488	0.2161	0.7488	0.8653
No log	1.8	198	0.6189	0.3439	0.6189	0.7867
No log	1.8182	200	0.8308	0.2208	0.8308	0.9115
No log	1.8364	202	0.6867	0.2850	0.6867	0.8287
No log	1.8545	204	0.9543	0.1264	0.9543	0.9769
No log	1.8727	206	1.2233	0.0580	1.2233	1.1060
No log	1.8909	208	0.9334	0.1111	0.9334	0.9661
No log	1.9091	210	0.6993	0.3761	0.6993	0.8362
No log	1.9273	212	0.7144	0.2475	0.7144	0.8452
No log	1.9455	214	0.6142	0.4639	0.6142	0.7837
No log	1.9636	216	0.5870	0.4112	0.5870	0.7661
No log	1.9818	218	0.6820	0.3091	0.6820	0.8259
No log	2.0	220	0.6787	0.3394	0.6787	0.8238
No log	2.0182	222	0.5503	0.4573	0.5503	0.7418
No log	2.0364	224	0.5495	0.3862	0.5495	0.7413
No log	2.0545	226	0.5670	0.4175	0.5670	0.7530
No log	2.0727	228	0.5777	0.4178	0.5777	0.7600
No log	2.0909	230	0.5815	0.3663	0.5815	0.7626
No log	2.1091	232	0.5621	0.3469	0.5621	0.7497
No log	2.1273	234	0.5504	0.3831	0.5504	0.7419
No log	2.1455	236	0.5885	0.3814	0.5885	0.7672
No log	2.1636	238	0.5962	0.3862	0.5962	0.7721
No log	2.1818	240	0.6150	0.3200	0.6150	0.7842
No log	2.2	242	0.7017	0.2381	0.7017	0.8377
No log	2.2182	244	0.6204	0.2941	0.6204	0.7877
No log	2.2364	246	0.5503	0.3757	0.5503	0.7418
No log	2.2545	248	0.5567	0.2558	0.5567	0.7461
No log	2.2727	250	0.5634	0.2663	0.5634	0.7506
No log	2.2909	252	0.5795	0.3043	0.5795	0.7613
No log	2.3091	254	0.5970	0.3131	0.5970	0.7726
No log	2.3273	256	0.5890	0.2609	0.5890	0.7674
No log	2.3455	258	0.5673	0.2832	0.5673	0.7532
No log	2.3636	260	0.5258	0.2558	0.5258	0.7251
No log	2.3818	262	0.5654	0.375	0.5654	0.7519
No log	2.4	264	0.7720	0.3052	0.7720	0.8787
No log	2.4182	266	1.0201	0.2000	1.0201	1.0100
No log	2.4364	268	0.7383	0.3237	0.7383	0.8592
No log	2.4545	270	0.5099	0.3769	0.5099	0.7141
No log	2.4727	272	0.9491	0.2000	0.9491	0.9742
No log	2.4909	274	0.8785	0.2615	0.8785	0.9373
No log	2.5091	276	0.5222	0.4343	0.5222	0.7227
No log	2.5273	278	0.8041	0.2579	0.8041	0.8967
No log	2.5455	280	1.2390	0.2323	1.2390	1.1131
No log	2.5636	282	0.9746	0.2852	0.9746	0.9872
No log	2.5818	284	0.5240	0.3939	0.5240	0.7239
No log	2.6	286	0.6981	0.3000	0.6981	0.8355
No log	2.6182	288	0.7296	0.2903	0.7296	0.8541
No log	2.6364	290	0.5558	0.4343	0.5558	0.7455
No log	2.6545	292	0.7962	0.2941	0.7962	0.8923
No log	2.6727	294	0.9699	0.2741	0.9699	0.9848
No log	2.6909	296	0.7317	0.2566	0.7317	0.8554
No log	2.7091	298	0.6059	0.4123	0.6059	0.7784
No log	2.7273	300	0.7413	0.2696	0.7413	0.8610
No log	2.7455	302	0.7943	0.2653	0.7943	0.8912
No log	2.7636	304	0.6573	0.3365	0.6573	0.8108
No log	2.7818	306	0.7137	0.2963	0.7137	0.8448
No log	2.8	308	0.6566	0.2850	0.6566	0.8103
No log	2.8182	310	0.6727	0.2850	0.6727	0.8202
No log	2.8364	312	0.6747	0.2850	0.6747	0.8214
No log	2.8545	314	0.6082	0.3263	0.6082	0.7799
No log	2.8727	316	0.5703	0.3478	0.5703	0.7552
No log	2.8909	318	0.5823	0.3369	0.5823	0.7631
No log	2.9091	320	0.6506	0.3402	0.6506	0.8066
No log	2.9273	322	0.6116	0.2889	0.6116	0.7821
No log	2.9455	324	0.5805	0.1807	0.5805	0.7619
No log	2.9636	326	0.6306	0.2609	0.6306	0.7941
No log	2.9818	328	0.5910	0.2360	0.5910	0.7687
No log	3.0	330	0.6215	0.3089	0.6215	0.7884
No log	3.0182	332	0.7423	0.2217	0.7423	0.8616
No log	3.0364	334	0.7231	0.3091	0.7231	0.8504
No log	3.0545	336	0.6193	0.3131	0.6193	0.7870
No log	3.0727	338	0.6648	0.2986	0.6648	0.8154
No log	3.0909	340	0.6651	0.3905	0.6651	0.8155
No log	3.1091	342	0.6615	0.3905	0.6615	0.8133
No log	3.1273	344	0.7337	0.3628	0.7337	0.8565
No log	3.1455	346	0.7154	0.3704	0.7154	0.8458
No log	3.1636	348	0.6606	0.2919	0.6606	0.8128
No log	3.1818	350	0.6667	0.3180	0.6667	0.8165
No log	3.2	352	0.6755	0.3116	0.6755	0.8219
No log	3.2182	354	0.6374	0.3462	0.6374	0.7984
No log	3.2364	356	0.7415	0.3859	0.7415	0.8611
No log	3.2545	358	0.7828	0.2653	0.7828	0.8848
No log	3.2727	360	0.6146	0.3778	0.6146	0.7840
No log	3.2909	362	0.6073	0.4182	0.6073	0.7793
No log	3.3091	364	0.5849	0.3663	0.5849	0.7648
No log	3.3273	366	0.5969	0.3200	0.5969	0.7726
No log	3.3455	368	0.5784	0.3962	0.5784	0.7605
No log	3.3636	370	0.7309	0.2469	0.7309	0.8549
No log	3.3818	372	0.6451	0.2536	0.6451	0.8032
No log	3.4	374	0.5530	0.3263	0.5530	0.7437
No log	3.4182	376	0.5397	0.3913	0.5397	0.7347
No log	3.4364	378	0.6512	0.3480	0.6512	0.8070
No log	3.4545	380	0.9355	0.2320	0.9355	0.9672
No log	3.4727	382	0.8609	0.2320	0.8609	0.9279
No log	3.4909	384	0.5767	0.3561	0.5767	0.7594
No log	3.5091	386	0.5566	0.3369	0.5566	0.7461
No log	3.5273	388	1.0047	0.1562	1.0047	1.0024
No log	3.5455	390	1.1887	0.1498	1.1887	1.0903
No log	3.5636	392	0.9859	0.136	0.9859	0.9929
No log	3.5818	394	0.5969	0.3161	0.5969	0.7726
No log	3.6	396	0.5511	0.3263	0.5511	0.7424
No log	3.6182	398	0.6929	0.2554	0.6929	0.8324
No log	3.6364	400	0.6184	0.2811	0.6184	0.7864
No log	3.6545	402	0.5200	0.4413	0.5200	0.7211
No log	3.6727	404	0.6442	0.2830	0.6442	0.8026
No log	3.6909	406	0.8893	0.3147	0.8893	0.9430
No log	3.7091	408	0.8642	0.3202	0.8642	0.9296
No log	3.7273	410	0.6596	0.2364	0.6596	0.8121
No log	3.7455	412	0.6127	0.4188	0.6127	0.7828
No log	3.7636	414	0.6426	0.4338	0.6426	0.8016
No log	3.7818	416	0.6074	0.3480	0.6074	0.7794
No log	3.8	418	0.6558	0.2780	0.6558	0.8098
No log	3.8182	420	0.7537	0.2676	0.7537	0.8681
No log	3.8364	422	0.6369	0.2780	0.6369	0.7981
No log	3.8545	424	0.5527	0.3224	0.5527	0.7434
No log	3.8727	426	0.5439	0.3636	0.5439	0.7375
No log	3.8909	428	0.5763	0.3118	0.5763	0.7592
No log	3.9091	430	0.7584	0.2000	0.7584	0.8708
No log	3.9273	432	0.8110	0.2287	0.8110	0.9006
No log	3.9455	434	0.6251	0.2390	0.6251	0.7906
No log	3.9636	436	0.5103	0.3953	0.5103	0.7143
No log	3.9818	438	0.5587	0.36	0.5587	0.7474
No log	4.0	440	0.5345	0.4343	0.5345	0.7311
No log	4.0182	442	0.5186	0.4350	0.5186	0.7201
No log	4.0364	444	0.7817	0.2489	0.7817	0.8841
No log	4.0545	446	0.9728	0.2314	0.9728	0.9863
No log	4.0727	448	0.8436	0.2381	0.8436	0.9185
No log	4.0909	450	0.5798	0.3299	0.5798	0.7614
No log	4.1091	452	0.5827	0.3161	0.5827	0.7633
No log	4.1273	454	0.6925	0.2222	0.6925	0.8322
No log	4.1455	456	0.6309	0.36	0.6309	0.7943
No log	4.1636	458	0.5455	0.4468	0.5455	0.7386
No log	4.1818	460	0.7200	0.2281	0.7200	0.8485
No log	4.2	462	0.8141	0.2479	0.8141	0.9023
No log	4.2182	464	0.7105	0.2618	0.7105	0.8429
No log	4.2364	466	0.5638	0.3810	0.5638	0.7508
No log	4.2545	468	0.5501	0.2644	0.5501	0.7417
No log	4.2727	470	0.5562	0.2994	0.5562	0.7458
No log	4.2909	472	0.5800	0.2727	0.5800	0.7616
No log	4.3091	474	0.7300	0.2432	0.7300	0.8544
No log	4.3273	476	0.7689	0.2348	0.7689	0.8769
No log	4.3455	478	0.7484	0.3247	0.7484	0.8651
No log	4.3636	480	0.6650	0.3394	0.6650	0.8155
No log	4.3818	482	0.6336	0.4234	0.6336	0.7960
No log	4.4	484	0.6121	0.4615	0.6121	0.7824
No log	4.4182	486	0.5887	0.4286	0.5887	0.7672
No log	4.4364	488	0.5948	0.4341	0.5948	0.7712
No log	4.4545	490	0.5723	0.4468	0.5723	0.7565
No log	4.4727	492	0.5752	0.4033	0.5752	0.7584
No log	4.4909	494	0.6036	0.4536	0.6036	0.7769
No log	4.5091	496	0.5785	0.4667	0.5785	0.7606
No log	4.5273	498	0.5504	0.4413	0.5504	0.7419
0.4113	4.5455	500	0.5297	0.3778	0.5297	0.7278
0.4113	4.5636	502	0.5375	0.3829	0.5375	0.7331
0.4113	4.5818	504	0.5529	0.3708	0.5529	0.7435
0.4113	4.6	506	0.5735	0.3708	0.5735	0.7573
0.4113	4.6182	508	0.5805	0.3446	0.5805	0.7619
0.4113	4.6364	510	0.5980	0.1823	0.5980	0.7733
0.4113	4.6545	512	0.5857	0.2967	0.5857	0.7653
0.4113	4.6727	514	0.5897	0.3333	0.5897	0.7679
0.4113	4.6909	516	0.5864	0.3641	0.5864	0.7658
0.4113	4.7091	518	0.5689	0.3829	0.5689	0.7542
0.4113	4.7273	520	0.5685	0.3043	0.5685	0.7540
0.4113	4.7455	522	0.5611	0.3563	0.5611	0.7491
0.4113	4.7636	524	0.5535	0.4220	0.5535	0.7440
0.4113	4.7818	526	0.5685	0.3253	0.5685	0.7540
0.4113	4.8	528	0.5717	0.3966	0.5717	0.7561
0.4113	4.8182	530	0.5690	0.3966	0.5690	0.7543
0.4113	4.8364	532	0.5550	0.3103	0.5550	0.7450
0.4113	4.8545	534	0.6059	0.2609	0.6059	0.7784
0.4113	4.8727	536	0.7572	0.2269	0.7572	0.8702
0.4113	4.8909	538	0.7766	0.2520	0.7766	0.8813
0.4113	4.9091	540	0.6670	0.2150	0.6670	0.8167
0.4113	4.9273	542	0.5701	0.375	0.5701	0.7550
0.4113	4.9455	544	0.6103	0.3061	0.6103	0.7812
0.4113	4.9636	546	0.5904	0.3131	0.5904	0.7684
0.4113	4.9818	548	0.5905	0.3402	0.5905	0.7684
0.4113	5.0	550	0.6483	0.3744	0.6483	0.8052
0.4113	5.0182	552	0.6887	0.1786	0.6887	0.8299
0.4113	5.0364	554	0.6592	0.3803	0.6592	0.8119
0.4113	5.0545	556	0.5951	0.3402	0.5951	0.7714
0.4113	5.0727	558	0.5853	0.3118	0.5853	0.7651
0.4113	5.0909	560	0.5819	0.3508	0.5819	0.7628
0.4113	5.1091	562	0.5875	0.3118	0.5875	0.7665
0.4113	5.1273	564	0.5916	0.3191	0.5916	0.7692
0.4113	5.1455	566	0.5885	0.3407	0.5885	0.7671
0.4113	5.1636	568	0.5778	0.3297	0.5778	0.7602
0.4113	5.1818	570	0.6221	0.1913	0.6221	0.7887
0.4113	5.2	572	0.6533	0.2513	0.6533	0.8083
0.4113	5.2182	574	0.5987	0.3295	0.5987	0.7738
0.4113	5.2364	576	0.5892	0.3073	0.5892	0.7676
0.4113	5.2545	578	0.6127	0.2457	0.6127	0.7827
0.4113	5.2727	580	0.5937	0.3297	0.5937	0.7705
0.4113	5.2909	582	0.6052	0.2941	0.6052	0.7779
0.4113	5.3091	584	0.5906	0.2914	0.5906	0.7685
0.4113	5.3273	586	0.5801	0.2727	0.5801	0.7617
0.4113	5.3455	588	0.5709	0.3520	0.5709	0.7556
0.4113	5.3636	590	0.5619	0.2914	0.5619	0.7496
0.4113	5.3818	592	0.5603	0.3258	0.5603	0.7485
0.4113	5.4	594	0.5481	0.3149	0.5481	0.7403
0.4113	5.4182	596	0.5450	0.3149	0.5450	0.7382
0.4113	5.4364	598	0.5548	0.3043	0.5548	0.7448
0.4113	5.4545	600	0.5891	0.2653	0.5891	0.7675
0.4113	5.4727	602	0.5694	0.2332	0.5694	0.7546
0.4113	5.4909	604	0.5675	0.4346	0.5675	0.7533
0.4113	5.5091	606	0.6106	0.3663	0.6106	0.7814
0.4113	5.5273	608	0.6843	0.25	0.6843	0.8272
0.4113	5.5455	610	0.6201	0.3663	0.6201	0.7875
0.4113	5.5636	612	0.5713	0.4098	0.5713	0.7558
0.4113	5.5818	614	0.5663	0.3118	0.5663	0.7525
0.4113	5.6	616	0.6101	0.3299	0.6101	0.7811
0.4113	5.6182	618	0.5905	0.2653	0.5905	0.7684
0.4113	5.6364	620	0.5595	0.3797	0.5595	0.7480
0.4113	5.6545	622	0.5744	0.4162	0.5744	0.7579
0.4113	5.6727	624	0.5786	0.4162	0.5786	0.7606
0.4113	5.6909	626	0.5924	0.4346	0.5924	0.7697
0.4113	5.7091	628	0.5896	0.3200	0.5896	0.7679
0.4113	5.7273	630	0.6087	0.2986	0.6087	0.7802
0.4113	5.7455	632	0.6013	0.3684	0.6013	0.7754
0.4113	5.7636	634	0.6312	0.4455	0.6312	0.7945
0.4113	5.7818	636	0.6619	0.3860	0.6619	0.8136
0.4113	5.8	638	0.6288	0.4343	0.6288	0.7930
0.4113	5.8182	640	0.5725	0.3161	0.5725	0.7567
0.4113	5.8364	642	0.5708	0.3684	0.5708	0.7555
0.4113	5.8545	644	0.5849	0.4286	0.5849	0.7648
0.4113	5.8727	646	0.5703	0.3684	0.5703	0.7552
0.4113	5.8909	648	0.5729	0.3297	0.5729	0.7569
0.4113	5.9091	650	0.5758	0.3297	0.5758	0.7588
0.4113	5.9273	652	0.5773	0.3297	0.5773	0.7598
0.4113	5.9455	654	0.5722	0.3297	0.5722	0.7564
0.4113	5.9636	656	0.5720	0.2527	0.5720	0.7563
0.4113	5.9818	658	0.5649	0.2273	0.5649	0.7516
0.4113	6.0	660	0.5462	0.2527	0.5462	0.7391
0.4113	6.0182	662	0.5433	0.2527	0.5433	0.7371
0.4113	6.0364	664	0.5468	0.2093	0.5468	0.7395
0.4113	6.0545	666	0.5614	0.25	0.5614	0.7493
0.4113	6.0727	668	0.5652	0.2527	0.5652	0.7518
0.4113	6.0909	670	0.5915	0.3149	0.5915	0.7691
0.4113	6.1091	672	0.6025	0.25	0.6025	0.7762
0.4113	6.1273	674	0.6090	0.2577	0.6090	0.7804
0.4113	6.1455	676	0.6248	0.2893	0.6248	0.7904
0.4113	6.1636	678	0.6183	0.2893	0.6183	0.7863
0.4113	6.1818	680	0.6109	0.3535	0.6109	0.7816
0.4113	6.2	682	0.6460	0.3333	0.6460	0.8038
0.4113	6.2182	684	0.6607	0.2871	0.6607	0.8128
0.4113	6.2364	686	0.6106	0.3333	0.6106	0.7814
0.4113	6.2545	688	0.5690	0.3297	0.5690	0.7543
0.4113	6.2727	690	0.5804	0.2727	0.5804	0.7618
0.4113	6.2909	692	0.5562	0.2809	0.5562	0.7458
0.4113	6.3091	694	0.5424	0.2707	0.5424	0.7365
0.4113	6.3273	696	0.5443	0.2749	0.5443	0.7378
0.4113	6.3455	698	0.5373	0.2809	0.5373	0.7330
0.4113	6.3636	700	0.5400	0.2809	0.5400	0.7348
0.4113	6.3818	702	0.5349	0.3797	0.5349	0.7313
0.4113	6.4	704	0.5538	0.4286	0.5538	0.7442
0.4113	6.4182	706	0.5393	0.4639	0.5393	0.7344
0.4113	6.4364	708	0.5398	0.4167	0.5398	0.7347
0.4113	6.4545	710	0.5468	0.4400	0.5468	0.7394
0.4113	6.4727	712	0.5626	0.4171	0.5626	0.7501
0.4113	6.4909	714	0.5728	0.4171	0.5728	0.7568
0.4113	6.5091	716	0.5863	0.4171	0.5863	0.7657
0.4113	6.5273	718	0.6589	0.3143	0.6589	0.8117
0.4113	6.5455	720	0.6905	0.2711	0.6905	0.8310
0.4113	6.5636	722	0.6894	0.4019	0.6894	0.8303
0.4113	6.5818	724	0.7136	0.2759	0.7136	0.8447
0.4113	6.6	726	0.7020	0.3860	0.7020	0.8379
0.4113	6.6182	728	0.7184	0.3833	0.7184	0.8476
0.4113	6.6364	730	0.7580	0.3188	0.7580	0.8706
0.4113	6.6545	732	0.7500	0.3103	0.7500	0.8660
0.4113	6.6727	734	0.7339	0.3303	0.7339	0.8567
0.4113	6.6909	736	0.7480	0.3043	0.7480	0.8649
0.4113	6.7091	738	0.7146	0.3391	0.7146	0.8454
0.4113	6.7273	740	0.6424	0.3103	0.6424	0.8015
0.4113	6.7455	742	0.5732	0.3706	0.5732	0.7571
0.4113	6.7636	744	0.5465	0.2421	0.5465	0.7392
0.4113	6.7818	746	0.5567	0.3118	0.5567	0.7461
0.4113	6.8	748	0.5465	0.3149	0.5465	0.7393
0.4113	6.8182	750	0.5199	0.2513	0.5199	0.7211
0.4113	6.8364	752	0.5147	0.2889	0.5147	0.7174
0.4113	6.8545	754	0.5435	0.3575	0.5435	0.7373
0.4113	6.8727	756	0.5524	0.3575	0.5524	0.7433
0.4113	6.8909	758	0.5737	0.3939	0.5737	0.7574
0.4113	6.9091	760	0.5689	0.3575	0.5689	0.7542
0.4113	6.9273	762	0.5680	0.3575	0.5680	0.7536
0.4113	6.9455	764	0.5652	0.4059	0.5652	0.7518
0.4113	6.9636	766	0.5728	0.3367	0.5728	0.7568
0.4113	6.9818	768	0.5687	0.36	0.5687	0.7541
0.4113	7.0	770	0.5656	0.1915	0.5656	0.7521
0.4113	7.0182	772	0.5758	0.2165	0.5758	0.7588
0.4113	7.0364	774	0.5751	0.1915	0.5751	0.7583
0.4113	7.0545	776	0.5731	0.2432	0.5731	0.7571
0.4113	7.0727	778	0.5749	0.1732	0.5749	0.7582
0.4113	7.0909	780	0.5982	0.3161	0.5982	0.7734
0.4113	7.1091	782	0.6149	0.3263	0.6149	0.7842
0.4113	7.1273	784	0.6003	0.3263	0.6003	0.7748
0.4113	7.1455	786	0.5688	0.2688	0.5688	0.7542
0.4113	7.1636	788	0.5572	0.2626	0.5572	0.7464
0.4113	7.1818	790	0.5565	0.2626	0.5565	0.7460
0.4113	7.2	792	0.5579	0.2432	0.5579	0.7469
0.4113	7.2182	794	0.5589	0.3333	0.5589	0.7476
0.4113	7.2364	796	0.5556	0.2432	0.5556	0.7454
0.4113	7.2545	798	0.5566	0.2766	0.5566	0.7460
0.4113	7.2727	800	0.5651	0.2527	0.5651	0.7517
0.4113	7.2909	802	0.5737	0.2432	0.5737	0.7574
0.4113	7.3091	804	0.5671	0.3016	0.5671	0.7531
0.4113	7.3273	806	0.5659	0.3161	0.5659	0.7523
0.4113	7.3455	808	0.5877	0.2593	0.5877	0.7666
0.4113	7.3636	810	0.6271	0.2821	0.6271	0.7919
0.4113	7.3818	812	0.6915	0.2857	0.6915	0.8316
0.4113	7.4	814	0.6965	0.2857	0.6965	0.8345
0.4113	7.4182	816	0.6380	0.3103	0.6380	0.7987
0.4113	7.4364	818	0.5977	0.25	0.5977	0.7731
0.4113	7.4545	820	0.5990	0.2842	0.5990	0.7740
0.4113	7.4727	822	0.5970	0.2842	0.5970	0.7726
0.4113	7.4909	824	0.5948	0.3231	0.5948	0.7712
0.4113	7.5091	826	0.6022	0.2990	0.6022	0.7760
0.4113	7.5273	828	0.6026	0.2990	0.6026	0.7762
0.4113	7.5455	830	0.6030	0.3035	0.6030	0.7765
0.4113	7.5636	832	0.5854	0.3439	0.5854	0.7651
0.4113	7.5818	834	0.5663	0.3297	0.5663	0.7525
0.4113	7.6	836	0.5628	0.2889	0.5628	0.7502
0.4113	7.6182	838	0.5601	0.2527	0.5601	0.7484
0.4113	7.6364	840	0.5677	0.2941	0.5677	0.7534
0.4113	7.6545	842	0.5821	0.3089	0.5821	0.7630
0.4113	7.6727	844	0.6000	0.3263	0.6000	0.7746
0.4113	7.6909	846	0.6028	0.2821	0.6028	0.7764
0.4113	7.7091	848	0.5795	0.3191	0.5795	0.7612
0.4113	7.7273	850	0.5578	0.3149	0.5578	0.7469
0.4113	7.7455	852	0.5534	0.2626	0.5534	0.7439
0.4113	7.7636	854	0.5535	0.2626	0.5535	0.7440
0.4113	7.7818	856	0.5554	0.2727	0.5554	0.7452
0.4113	7.8	858	0.5681	0.2865	0.5681	0.7537
0.4113	7.8182	860	0.6120	0.2593	0.6120	0.7823
0.4113	7.8364	862	0.6301	0.2941	0.6301	0.7938
0.4113	7.8545	864	0.6219	0.2941	0.6219	0.7886
0.4113	7.8727	866	0.5732	0.3369	0.5732	0.7571
0.4113	7.8909	868	0.5389	0.3661	0.5389	0.7341
0.4113	7.9091	870	0.5189	0.2527	0.5189	0.7204
0.4113	7.9273	872	0.5144	0.2090	0.5144	0.7172
0.4113	7.9455	874	0.5141	0.2914	0.5141	0.7170
0.4113	7.9636	876	0.5150	0.2889	0.5150	0.7177
0.4113	7.9818	878	0.5177	0.2527	0.5177	0.7195
0.4113	8.0	880	0.5274	0.2941	0.5274	0.7262
0.4113	8.0182	882	0.5343	0.3439	0.5343	0.7309
0.4113	8.0364	884	0.5430	0.3548	0.5430	0.7369
0.4113	8.0545	886	0.5425	0.3439	0.5425	0.7365
0.4113	8.0727	888	0.5287	0.2527	0.5287	0.7271
0.4113	8.0909	890	0.5258	0.3297	0.5258	0.7251
0.4113	8.1091	892	0.5294	0.2889	0.5294	0.7276
0.4113	8.1273	894	0.5297	0.2889	0.5297	0.7278
0.4113	8.1455	896	0.5297	0.2889	0.5297	0.7278
0.4113	8.1636	898	0.5275	0.2527	0.5275	0.7263
0.4113	8.1818	900	0.5342	0.2527	0.5342	0.7309
0.4113	8.2	902	0.5602	0.3333	0.5602	0.7485
0.4113	8.2182	904	0.5841	0.375	0.5841	0.7643
0.4113	8.2364	906	0.5794	0.3641	0.5794	0.7612
0.4113	8.2545	908	0.5643	0.2766	0.5643	0.7512
0.4113	8.2727	910	0.5458	0.2527	0.5458	0.7388
0.4113	8.2909	912	0.5474	0.3297	0.5474	0.7399
0.4113	8.3091	914	0.5538	0.3297	0.5538	0.7442
0.4113	8.3273	916	0.5575	0.3191	0.5575	0.7467
0.4113	8.3455	918	0.5537	0.3297	0.5537	0.7441
0.4113	8.3636	920	0.5544	0.3297	0.5544	0.7446
0.4113	8.3818	922	0.5639	0.25	0.5639	0.7510
0.4113	8.4	924	0.5796	0.3367	0.5796	0.7613
0.4113	8.4182	926	0.5788	0.3367	0.5788	0.7608
0.4113	8.4364	928	0.5695	0.25	0.5695	0.7547
0.4113	8.4545	930	0.5665	0.2842	0.5665	0.7526
0.4113	8.4727	932	0.5675	0.2842	0.5675	0.7533
0.4113	8.4909	934	0.5688	0.2842	0.5688	0.7542
0.4113	8.5091	936	0.5735	0.3191	0.5735	0.7573
0.4113	8.5273	938	0.5754	0.3191	0.5754	0.7586
0.4113	8.5455	940	0.5714	0.3191	0.5714	0.7559
0.4113	8.5636	942	0.5711	0.3231	0.5711	0.7557
0.4113	8.5818	944	0.5736	0.25	0.5736	0.7574
0.4113	8.6	946	0.5747	0.3231	0.5747	0.7581
0.4113	8.6182	948	0.5735	0.2746	0.5735	0.7573
0.4113	8.6364	950	0.5754	0.3061	0.5754	0.7586
0.4113	8.6545	952	0.5845	0.3508	0.5845	0.7645
0.4113	8.6727	954	0.6032	0.2746	0.6032	0.7766
0.4113	8.6909	956	0.6088	0.2766	0.6088	0.7802
0.4113	8.7091	958	0.6024	0.2766	0.6024	0.7761
0.4113	8.7273	960	0.5856	0.3814	0.5856	0.7652
0.4113	8.7455	962	0.5767	0.3508	0.5767	0.7594
0.4113	8.7636	964	0.5742	0.3231	0.5742	0.7578
0.4113	8.7818	966	0.5771	0.25	0.5771	0.7597
0.4113	8.8	968	0.5842	0.3367	0.5842	0.7643
0.4113	8.8182	970	0.5865	0.3367	0.5865	0.7659
0.4113	8.8364	972	0.5900	0.3367	0.5900	0.7681
0.4113	8.8545	974	0.5990	0.3367	0.5990	0.7739
0.4113	8.8727	976	0.5936	0.3367	0.5936	0.7705
0.4113	8.8909	978	0.5795	0.2893	0.5795	0.7612
0.4113	8.9091	980	0.5750	0.3231	0.5750	0.7583
0.4113	8.9273	982	0.5757	0.2842	0.5757	0.7588
0.4113	8.9455	984	0.5774	0.3297	0.5774	0.7599
0.4113	8.9636	986	0.5775	0.3297	0.5775	0.7600
0.4113	8.9818	988	0.5800	0.3297	0.5800	0.7616
0.4113	9.0	990	0.5822	0.3297	0.5822	0.7630
0.4113	9.0182	992	0.5835	0.3297	0.5835	0.7639
0.4113	9.0364	994	0.5829	0.3684	0.5829	0.7635
0.4113	9.0545	996	0.5834	0.3684	0.5834	0.7638
0.4113	9.0727	998	0.5848	0.25	0.5848	0.7647
0.0826	9.0909	1000	0.5869	0.2990	0.5869	0.7661
0.0826	9.1091	1002	0.5874	0.3367	0.5874	0.7664
0.0826	9.1273	1004	0.5806	0.2990	0.5806	0.7620
0.0826	9.1455	1006	0.5788	0.2990	0.5788	0.7608
0.0826	9.1636	1008	0.5745	0.2990	0.5745	0.7580
0.0826	9.1818	1010	0.5667	0.2593	0.5667	0.7528
0.0826	9.2	1012	0.5626	0.2593	0.5626	0.7501
0.0826	9.2182	1014	0.5602	0.3684	0.5602	0.7485
0.0826	9.2364	1016	0.5578	0.3684	0.5578	0.7469
0.0826	9.2545	1018	0.5558	0.3684	0.5558	0.7455
0.0826	9.2727	1020	0.5551	0.3684	0.5551	0.7451
0.0826	9.2909	1022	0.5574	0.2941	0.5574	0.7466
0.0826	9.3091	1024	0.5628	0.2593	0.5628	0.7502
0.0826	9.3273	1026	0.5698	0.3367	0.5698	0.7549
0.0826	9.3455	1028	0.5709	0.3367	0.5709	0.7556
0.0826	9.3636	1030	0.5684	0.2990	0.5684	0.7539
0.0826	9.3818	1032	0.5667	0.25	0.5667	0.7528
0.0826	9.4	1034	0.5662	0.3684	0.5662	0.7525
0.0826	9.4182	1036	0.5672	0.3684	0.5672	0.7531
0.0826	9.4364	1038	0.5687	0.3684	0.5687	0.7541
0.0826	9.4545	1040	0.5710	0.3684	0.5710	0.7556
0.0826	9.4727	1042	0.5735	0.3684	0.5735	0.7573
0.0826	9.4909	1044	0.5776	0.2893	0.5776	0.7600
0.0826	9.5091	1046	0.5795	0.2893	0.5795	0.7613
0.0826	9.5273	1048	0.5812	0.2893	0.5812	0.7624
0.0826	9.5455	1050	0.5817	0.2893	0.5817	0.7627
0.0826	9.5636	1052	0.5821	0.2893	0.5821	0.7629
0.0826	9.5818	1054	0.5840	0.2893	0.5840	0.7642
0.0826	9.6	1056	0.5862	0.3267	0.5862	0.7656
0.0826	9.6182	1058	0.5893	0.3367	0.5893	0.7676
0.0826	9.6364	1060	0.5933	0.2941	0.5933	0.7702
0.0826	9.6545	1062	0.5953	0.2941	0.5953	0.7716
0.0826	9.6727	1064	0.5959	0.2941	0.5959	0.7719
0.0826	9.6909	1066	0.5937	0.2941	0.5937	0.7705
0.0826	9.7091	1068	0.5909	0.2941	0.5909	0.7687
0.0826	9.7273	1070	0.5855	0.2941	0.5855	0.7652
0.0826	9.7455	1072	0.5781	0.3367	0.5781	0.7603
0.0826	9.7636	1074	0.5709	0.3367	0.5709	0.7555
0.0826	9.7818	1076	0.5668	0.2893	0.5668	0.7528
0.0826	9.8	1078	0.5633	0.2941	0.5633	0.7505
0.0826	9.8182	1080	0.5607	0.2941	0.5607	0.7488
0.0826	9.8364	1082	0.5589	0.2941	0.5589	0.7476
0.0826	9.8545	1084	0.5581	0.2941	0.5581	0.7470
0.0826	9.8727	1086	0.5580	0.2941	0.5580	0.7470
0.0826	9.8909	1088	0.5577	0.2941	0.5577	0.7468
0.0826	9.9091	1090	0.5577	0.2941	0.5577	0.7468
0.0826	9.9273	1092	0.5576	0.2941	0.5576	0.7467
0.0826	9.9455	1094	0.5574	0.2941	0.5574	0.7466
0.0826	9.9636	1096	0.5572	0.2941	0.5572	0.7465
0.0826	9.9818	1098	0.5572	0.2941	0.5572	0.7464
0.0826	10.0	1100	0.5572	0.2941	0.5572	0.7464

Framework versions

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