ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k19_task2_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: 0.7041
• Qwk: 0.4701
• Mse: 0.7041
• Rmse: 0.8391

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	0.0169	2	4.0732	-0.0344	4.0732	2.0182
No log	0.0339	4	2.3466	-0.0034	2.3466	1.5319
No log	0.0508	6	1.7720	-0.0959	1.7720	1.3312
No log	0.0678	8	1.7990	-0.1433	1.7990	1.3413
No log	0.0847	10	1.8241	-0.1226	1.8241	1.3506
No log	0.1017	12	1.1847	0.0224	1.1847	1.0884
No log	0.1186	14	1.2167	0.0224	1.2167	1.1030
No log	0.1356	16	1.1110	0.0296	1.1110	1.0540
No log	0.1525	18	0.8737	0.1209	0.8737	0.9347
No log	0.1695	20	0.7618	0.2321	0.7618	0.8728
No log	0.1864	22	0.7315	0.2741	0.7315	0.8553
No log	0.2034	24	0.8347	0.2283	0.8347	0.9136
No log	0.2203	26	1.2751	0.2350	1.2751	1.1292
No log	0.2373	28	1.6528	0.1457	1.6528	1.2856
No log	0.2542	30	2.0956	0.0964	2.0956	1.4476
No log	0.2712	32	1.8707	0.1131	1.8707	1.3677
No log	0.2881	34	1.2113	0.1142	1.2113	1.1006
No log	0.3051	36	0.8162	0.1868	0.8162	0.9034
No log	0.3220	38	0.7057	0.2715	0.7057	0.8401
No log	0.3390	40	0.6737	0.3440	0.6737	0.8208
No log	0.3559	42	0.6993	0.2932	0.6993	0.8363
No log	0.3729	44	0.8651	0.1663	0.8651	0.9301
No log	0.3898	46	1.2260	0.1249	1.2260	1.1073
No log	0.4068	48	1.3628	0.1517	1.3628	1.1674
No log	0.4237	50	1.1807	0.1249	1.1807	1.0866
No log	0.4407	52	0.9246	0.1959	0.9246	0.9616
No log	0.4576	54	0.8987	0.2060	0.8987	0.9480
No log	0.4746	56	1.0670	0.0921	1.0670	1.0330
No log	0.4915	58	1.4929	0.0306	1.4929	1.2219
No log	0.5085	60	1.6875	0.0366	1.6875	1.2991
No log	0.5254	62	2.2346	0.0435	2.2346	1.4948
No log	0.5424	64	1.9354	0.1168	1.9354	1.3912
No log	0.5593	66	1.9120	0.1077	1.9120	1.3827
No log	0.5763	68	1.7023	0.1218	1.7023	1.3047
No log	0.5932	70	1.3047	0.2059	1.3047	1.1422
No log	0.6102	72	1.0320	0.2863	1.0320	1.0159
No log	0.6271	74	0.9477	0.2841	0.9477	0.9735
No log	0.6441	76	0.8781	0.2339	0.8781	0.9371
No log	0.6610	78	0.8672	0.3235	0.8672	0.9312
No log	0.6780	80	0.9904	0.1909	0.9904	0.9952
No log	0.6949	82	0.9979	0.1481	0.9979	0.9989
No log	0.7119	84	0.9070	0.1862	0.9070	0.9524
No log	0.7288	86	0.8102	0.1946	0.8102	0.9001
No log	0.7458	88	0.7956	0.2056	0.7956	0.8920
No log	0.7627	90	0.7499	0.3159	0.7499	0.8659
No log	0.7797	92	0.7976	0.3503	0.7976	0.8931
No log	0.7966	94	0.9552	0.2942	0.9552	0.9773
No log	0.8136	96	1.1546	0.2912	1.1546	1.0745
No log	0.8305	98	1.2072	0.2501	1.2072	1.0987
No log	0.8475	100	1.1883	0.2816	1.1883	1.0901
No log	0.8644	102	1.4279	0.2333	1.4279	1.1950
No log	0.8814	104	1.3864	0.2333	1.3864	1.1775
No log	0.8983	106	1.0940	0.3027	1.0940	1.0459
No log	0.9153	108	0.8136	0.4008	0.8136	0.9020
No log	0.9322	110	0.7954	0.3910	0.7954	0.8919
No log	0.9492	112	0.8563	0.4199	0.8563	0.9253
No log	0.9661	114	1.0323	0.3310	1.0323	1.0160
No log	0.9831	116	1.4466	0.2443	1.4466	1.2027
No log	1.0	118	1.6070	0.2192	1.6070	1.2677
No log	1.0169	120	1.6258	0.2225	1.6258	1.2751
No log	1.0339	122	1.2410	0.3229	1.2410	1.1140
No log	1.0508	124	0.8892	0.3681	0.8892	0.9430
No log	1.0678	126	0.7681	0.3780	0.7681	0.8764
No log	1.0847	128	0.7636	0.3963	0.7636	0.8738
No log	1.1017	130	0.8128	0.3726	0.8128	0.9015
No log	1.1186	132	0.9033	0.3580	0.9033	0.9504
No log	1.1356	134	1.0057	0.3726	1.0057	1.0028
No log	1.1525	136	0.9568	0.3399	0.9568	0.9782
No log	1.1695	138	0.7695	0.3947	0.7695	0.8772
No log	1.1864	140	0.7170	0.4103	0.7170	0.8468
No log	1.2034	142	0.7606	0.3986	0.7606	0.8721
No log	1.2203	144	0.9038	0.3961	0.9038	0.9507
No log	1.2373	146	0.9134	0.3934	0.9134	0.9557
No log	1.2542	148	0.8773	0.3898	0.8773	0.9367
No log	1.2712	150	0.8634	0.3652	0.8634	0.9292
No log	1.2881	152	0.8627	0.3976	0.8627	0.9288
No log	1.3051	154	0.9133	0.3988	0.9133	0.9557
No log	1.3220	156	1.1028	0.3688	1.1028	1.0501
No log	1.3390	158	1.2372	0.3121	1.2372	1.1123
No log	1.3559	160	1.2726	0.3078	1.2726	1.1281
No log	1.3729	162	1.1231	0.3226	1.1231	1.0598
No log	1.3898	164	0.9060	0.4293	0.9060	0.9519
No log	1.4068	166	0.8114	0.4179	0.8114	0.9008
No log	1.4237	168	0.8276	0.4331	0.8276	0.9097
No log	1.4407	170	0.7927	0.4213	0.7927	0.8903
No log	1.4576	172	0.7767	0.3802	0.7767	0.8813
No log	1.4746	174	0.8932	0.4438	0.8932	0.9451
No log	1.4915	176	0.9127	0.3995	0.9127	0.9553
No log	1.5085	178	0.8491	0.4373	0.8491	0.9215
No log	1.5254	180	0.7605	0.4705	0.7605	0.8721
No log	1.5424	182	0.7499	0.4779	0.7499	0.8660
No log	1.5593	184	0.7496	0.4798	0.7496	0.8658
No log	1.5763	186	0.8370	0.3794	0.8370	0.9149
No log	1.5932	188	0.9608	0.4142	0.9608	0.9802
No log	1.6102	190	1.0600	0.4250	1.0600	1.0296
No log	1.6271	192	1.1560	0.4123	1.1560	1.0752
No log	1.6441	194	1.0647	0.4489	1.0647	1.0318
No log	1.6610	196	0.8757	0.3843	0.8757	0.9358
No log	1.6780	198	0.7935	0.4164	0.7935	0.8908
No log	1.6949	200	0.7814	0.4416	0.7814	0.8839
No log	1.7119	202	0.7660	0.4378	0.7660	0.8752
No log	1.7288	204	0.7756	0.3951	0.7756	0.8807
No log	1.7458	206	0.8777	0.4067	0.8777	0.9369
No log	1.7627	208	0.9435	0.3996	0.9435	0.9713
No log	1.7797	210	1.0020	0.3969	1.0020	1.0010
No log	1.7966	212	0.9358	0.3843	0.9358	0.9674
No log	1.8136	214	0.8720	0.4422	0.8720	0.9338
No log	1.8305	216	0.8907	0.4524	0.8907	0.9438
No log	1.8475	218	0.9072	0.4642	0.9072	0.9524
No log	1.8644	220	0.8620	0.4647	0.8620	0.9285
No log	1.8814	222	0.7807	0.4351	0.7807	0.8836
No log	1.8983	224	0.7342	0.4776	0.7342	0.8569
No log	1.9153	226	0.6981	0.4725	0.6981	0.8355
No log	1.9322	228	0.7151	0.4662	0.7151	0.8456
No log	1.9492	230	0.7213	0.4688	0.7213	0.8493
No log	1.9661	232	0.7627	0.4819	0.7627	0.8733
No log	1.9831	234	0.8815	0.3958	0.8815	0.9389
No log	2.0	236	0.9321	0.4035	0.9321	0.9654
No log	2.0169	238	0.8616	0.4031	0.8616	0.9282
No log	2.0339	240	0.8345	0.4408	0.8345	0.9135
No log	2.0508	242	0.9577	0.4209	0.9577	0.9786
No log	2.0678	244	0.9696	0.4281	0.9696	0.9847
No log	2.0847	246	0.8624	0.3979	0.8624	0.9287
No log	2.1017	248	0.7827	0.3975	0.7827	0.8847
No log	2.1186	250	0.8371	0.4770	0.8371	0.9149
No log	2.1356	252	0.8997	0.4459	0.8997	0.9485
No log	2.1525	254	0.8416	0.4507	0.8416	0.9174
No log	2.1695	256	0.7325	0.4260	0.7325	0.8559
No log	2.1864	258	0.7328	0.4680	0.7328	0.8560
No log	2.2034	260	0.7389	0.4675	0.7389	0.8596
No log	2.2203	262	0.7259	0.4437	0.7259	0.8520
No log	2.2373	264	0.7340	0.4322	0.7340	0.8568
No log	2.2542	266	0.7420	0.4407	0.7420	0.8614
No log	2.2712	268	0.7344	0.4407	0.7344	0.8570
No log	2.2881	270	0.6925	0.4666	0.6925	0.8322
No log	2.3051	272	0.6993	0.4378	0.6993	0.8363
No log	2.3220	274	0.7019	0.4460	0.7019	0.8378
No log	2.3390	276	0.7121	0.4689	0.7121	0.8439
No log	2.3559	278	0.7637	0.4704	0.7637	0.8739
No log	2.3729	280	0.7539	0.4843	0.7539	0.8683
No log	2.3898	282	0.7352	0.4895	0.7352	0.8574
No log	2.4068	284	0.7506	0.4612	0.7506	0.8664
No log	2.4237	286	0.8324	0.4719	0.8324	0.9123
No log	2.4407	288	0.8426	0.4861	0.8426	0.9179
No log	2.4576	290	0.7920	0.4442	0.7920	0.8900
No log	2.4746	292	0.7943	0.4240	0.7943	0.8912
No log	2.4915	294	0.8182	0.4331	0.8182	0.9045
No log	2.5085	296	0.8451	0.4308	0.8451	0.9193
No log	2.5254	298	0.8624	0.475	0.8624	0.9286
No log	2.5424	300	0.8641	0.4852	0.8641	0.9296
No log	2.5593	302	0.8211	0.4755	0.8211	0.9061
No log	2.5763	304	0.7551	0.4540	0.7551	0.8690
No log	2.5932	306	0.7155	0.4683	0.7155	0.8459
No log	2.6102	308	0.7036	0.4530	0.7036	0.8388
No log	2.6271	310	0.7351	0.4598	0.7351	0.8574
No log	2.6441	312	0.7658	0.4901	0.7658	0.8751
No log	2.6610	314	0.7414	0.4779	0.7414	0.8610
No log	2.6780	316	0.7098	0.4586	0.7098	0.8425
No log	2.6949	318	0.7274	0.4572	0.7274	0.8529
No log	2.7119	320	0.7436	0.4376	0.7436	0.8623
No log	2.7288	322	0.7460	0.4662	0.7460	0.8637
No log	2.7458	324	0.7656	0.4727	0.7656	0.8750
No log	2.7627	326	0.7744	0.4632	0.7744	0.8800
No log	2.7797	328	0.7624	0.4770	0.7624	0.8731
No log	2.7966	330	0.7855	0.4155	0.7855	0.8863
No log	2.8136	332	0.8439	0.4620	0.8439	0.9186
No log	2.8305	334	0.9448	0.4493	0.9448	0.9720
No log	2.8475	336	0.9419	0.4493	0.9419	0.9705
No log	2.8644	338	0.8957	0.4502	0.8957	0.9464
No log	2.8814	340	0.8518	0.4417	0.8518	0.9229
No log	2.8983	342	0.8612	0.4545	0.8612	0.9280
No log	2.9153	344	0.8400	0.4678	0.8400	0.9165
No log	2.9322	346	0.7978	0.4427	0.7978	0.8932
No log	2.9492	348	0.7865	0.4299	0.7865	0.8868
No log	2.9661	350	0.7881	0.4716	0.7881	0.8878
No log	2.9831	352	0.7980	0.4839	0.7980	0.8933
No log	3.0	354	0.7893	0.4712	0.7893	0.8884
No log	3.0169	356	0.8096	0.4878	0.8096	0.8998
No log	3.0339	358	0.7767	0.5087	0.7767	0.8813
No log	3.0508	360	0.7578	0.5173	0.7578	0.8705
No log	3.0678	362	0.7546	0.5015	0.7546	0.8687
No log	3.0847	364	0.7982	0.5050	0.7982	0.8934
No log	3.1017	366	0.8382	0.5531	0.8382	0.9155
No log	3.1186	368	0.8545	0.5422	0.8545	0.9244
No log	3.1356	370	0.8204	0.5403	0.8204	0.9057
No log	3.1525	372	0.7509	0.4988	0.7509	0.8665
No log	3.1695	374	0.7286	0.4372	0.7286	0.8536
No log	3.1864	376	0.7205	0.4518	0.7205	0.8488
No log	3.2034	378	0.7090	0.4546	0.7090	0.8420
No log	3.2203	380	0.7328	0.5009	0.7328	0.8560
No log	3.2373	382	0.7790	0.4988	0.7790	0.8826
No log	3.2542	384	0.7729	0.4988	0.7729	0.8792
No log	3.2712	386	0.7136	0.4965	0.7136	0.8448
No log	3.2881	388	0.6997	0.4389	0.6997	0.8365
No log	3.3051	390	0.7254	0.4540	0.7254	0.8517
No log	3.3220	392	0.7636	0.4514	0.7636	0.8739
No log	3.3390	394	0.7410	0.4493	0.7410	0.8608
No log	3.3559	396	0.7216	0.4834	0.7216	0.8494
No log	3.3729	398	0.7099	0.4729	0.7099	0.8426
No log	3.3898	400	0.6824	0.4836	0.6824	0.8261
No log	3.4068	402	0.6699	0.4356	0.6699	0.8185
No log	3.4237	404	0.6643	0.4503	0.6643	0.8150
No log	3.4407	406	0.6492	0.5302	0.6492	0.8057
No log	3.4576	408	0.6607	0.4971	0.6607	0.8129
No log	3.4746	410	0.6738	0.4809	0.6738	0.8209
No log	3.4915	412	0.6679	0.5374	0.6679	0.8173
No log	3.5085	414	0.6673	0.5159	0.6673	0.8169
No log	3.5254	416	0.6908	0.5133	0.6908	0.8312
No log	3.5424	418	0.7160	0.4792	0.7160	0.8462
No log	3.5593	420	0.7287	0.4797	0.7287	0.8536
No log	3.5763	422	0.7258	0.4822	0.7258	0.8519
No log	3.5932	424	0.7208	0.4686	0.7208	0.8490
No log	3.6102	426	0.7092	0.4524	0.7092	0.8422
No log	3.6271	428	0.6942	0.5019	0.6942	0.8332
No log	3.6441	430	0.7157	0.4857	0.7157	0.8460
No log	3.6610	432	0.7567	0.4989	0.7567	0.8699
No log	3.6780	434	0.7586	0.4800	0.7586	0.8710
No log	3.6949	436	0.7054	0.4884	0.7054	0.8399
No log	3.7119	438	0.6993	0.4824	0.6993	0.8363
No log	3.7288	440	0.7474	0.4563	0.7474	0.8645
No log	3.7458	442	0.7827	0.4463	0.7827	0.8847
No log	3.7627	444	0.7628	0.4524	0.7628	0.8734
No log	3.7797	446	0.7401	0.4937	0.7401	0.8603
No log	3.7966	448	0.7679	0.5252	0.7679	0.8763
No log	3.8136	450	0.7725	0.5039	0.7725	0.8789
No log	3.8305	452	0.7598	0.5028	0.7598	0.8716
No log	3.8475	454	0.7439	0.5200	0.7439	0.8625
No log	3.8644	456	0.7351	0.5256	0.7351	0.8574
No log	3.8814	458	0.7260	0.5174	0.7260	0.8521
No log	3.8983	460	0.7248	0.4870	0.7248	0.8514
No log	3.9153	462	0.7459	0.4630	0.7459	0.8636
No log	3.9322	464	0.7628	0.4850	0.7628	0.8734
No log	3.9492	466	0.8006	0.4814	0.8006	0.8948
No log	3.9661	468	0.8530	0.4874	0.8530	0.9236
No log	3.9831	470	0.8752	0.5010	0.8752	0.9355
No log	4.0	472	0.8398	0.4931	0.8398	0.9164
No log	4.0169	474	0.8000	0.5114	0.8000	0.8945
No log	4.0339	476	0.7490	0.5039	0.7490	0.8654
No log	4.0508	478	0.7248	0.5014	0.7248	0.8514
No log	4.0678	480	0.7033	0.5014	0.7033	0.8386
No log	4.0847	482	0.6929	0.4978	0.6929	0.8324
No log	4.1017	484	0.7160	0.5065	0.7160	0.8462
No log	4.1186	486	0.7479	0.4635	0.7479	0.8648
No log	4.1356	488	0.7253	0.5040	0.7253	0.8516
No log	4.1525	490	0.6769	0.5009	0.6769	0.8227
No log	4.1695	492	0.6857	0.4907	0.6857	0.8281
No log	4.1864	494	0.7600	0.4857	0.7600	0.8718
No log	4.2034	496	0.8057	0.4779	0.8057	0.8976
No log	4.2203	498	0.7711	0.4989	0.7711	0.8781
0.4811	4.2373	500	0.7361	0.4867	0.7361	0.8580
0.4811	4.2542	502	0.7282	0.4995	0.7282	0.8533
0.4811	4.2712	504	0.7158	0.4962	0.7158	0.8460
0.4811	4.2881	506	0.6929	0.5116	0.6929	0.8324
0.4811	4.3051	508	0.6757	0.5231	0.6757	0.8220
0.4811	4.3220	510	0.6591	0.5388	0.6591	0.8119
0.4811	4.3390	512	0.6617	0.4691	0.6617	0.8134
0.4811	4.3559	514	0.6859	0.5003	0.6859	0.8282
0.4811	4.3729	516	0.7011	0.5003	0.7011	0.8373
0.4811	4.3898	518	0.7276	0.4790	0.7276	0.8530
0.4811	4.4068	520	0.7435	0.4861	0.7435	0.8623
0.4811	4.4237	522	0.7393	0.4784	0.7393	0.8599
0.4811	4.4407	524	0.7631	0.4663	0.7631	0.8736
0.4811	4.4576	526	0.7909	0.4663	0.7909	0.8893
0.4811	4.4746	528	0.7986	0.4805	0.7986	0.8936
0.4811	4.4915	530	0.8181	0.4835	0.8181	0.9045
0.4811	4.5085	532	0.8764	0.4934	0.8764	0.9362
0.4811	4.5254	534	0.9052	0.4840	0.9052	0.9514
0.4811	4.5424	536	0.8635	0.4894	0.8635	0.9292
0.4811	4.5593	538	0.7798	0.4707	0.7798	0.8831
0.4811	4.5763	540	0.7401	0.4994	0.7401	0.8603
0.4811	4.5932	542	0.7332	0.5379	0.7332	0.8563
0.4811	4.6102	544	0.7371	0.5640	0.7371	0.8585
0.4811	4.6271	546	0.7389	0.5683	0.7389	0.8596
0.4811	4.6441	548	0.7292	0.5652	0.7292	0.8539
0.4811	4.6610	550	0.7149	0.5046	0.7149	0.8455
0.4811	4.6780	552	0.6868	0.5232	0.6868	0.8288
0.4811	4.6949	554	0.6564	0.5416	0.6564	0.8102
0.4811	4.7119	556	0.6489	0.5655	0.6489	0.8055
0.4811	4.7288	558	0.6479	0.5595	0.6479	0.8049
0.4811	4.7458	560	0.6636	0.5669	0.6636	0.8146
0.4811	4.7627	562	0.6878	0.5336	0.6878	0.8293
0.4811	4.7797	564	0.7111	0.5466	0.7111	0.8433
0.4811	4.7966	566	0.7282	0.5180	0.7282	0.8534
0.4811	4.8136	568	0.7389	0.4724	0.7389	0.8596
0.4811	4.8305	570	0.7446	0.4585	0.7446	0.8629
0.4811	4.8475	572	0.7191	0.4699	0.7191	0.8480
0.4811	4.8644	574	0.6943	0.5477	0.6943	0.8332
0.4811	4.8814	576	0.6954	0.5088	0.6954	0.8339
0.4811	4.8983	578	0.7063	0.5088	0.7063	0.8404
0.4811	4.9153	580	0.6906	0.5211	0.6906	0.8310
0.4811	4.9322	582	0.6845	0.5384	0.6845	0.8274
0.4811	4.9492	584	0.7045	0.4369	0.7045	0.8394
0.4811	4.9661	586	0.7010	0.4602	0.7010	0.8373
0.4811	4.9831	588	0.6623	0.4766	0.6623	0.8138
0.4811	5.0	590	0.6356	0.4994	0.6356	0.7972
0.4811	5.0169	592	0.6249	0.5268	0.6249	0.7905
0.4811	5.0339	594	0.6277	0.5520	0.6277	0.7923
0.4811	5.0508	596	0.6461	0.5522	0.6461	0.8038
0.4811	5.0678	598	0.6674	0.4997	0.6674	0.8169
0.4811	5.0847	600	0.6886	0.4656	0.6886	0.8298
0.4811	5.1017	602	0.7194	0.4796	0.7194	0.8482
0.4811	5.1186	604	0.7345	0.4647	0.7345	0.8570
0.4811	5.1356	606	0.7419	0.4865	0.7419	0.8613
0.4811	5.1525	608	0.7553	0.4398	0.7553	0.8691
0.4811	5.1695	610	0.7597	0.4173	0.7597	0.8716
0.4811	5.1864	612	0.7349	0.4482	0.7349	0.8573
0.4811	5.2034	614	0.7159	0.4579	0.7159	0.8461
0.4811	5.2203	616	0.6972	0.4971	0.6972	0.8350
0.4811	5.2373	618	0.6890	0.4834	0.6890	0.8300
0.4811	5.2542	620	0.6947	0.4653	0.6947	0.8335
0.4811	5.2712	622	0.6911	0.4648	0.6911	0.8313
0.4811	5.2881	624	0.6791	0.4642	0.6791	0.8241
0.4811	5.3051	626	0.6751	0.5492	0.6751	0.8216
0.4811	5.3220	628	0.6831	0.5081	0.6831	0.8265
0.4811	5.3390	630	0.7102	0.4943	0.7102	0.8427
0.4811	5.3559	632	0.7041	0.4799	0.7041	0.8391
0.4811	5.3729	634	0.6799	0.5091	0.6799	0.8245
0.4811	5.3898	636	0.6677	0.5302	0.6677	0.8171
0.4811	5.4068	638	0.6909	0.4704	0.6909	0.8312
0.4811	5.4237	640	0.7216	0.4875	0.7216	0.8495
0.4811	5.4407	642	0.7229	0.4747	0.7229	0.8502
0.4811	5.4576	644	0.7124	0.4697	0.7124	0.8440
0.4811	5.4746	646	0.7140	0.5197	0.7140	0.8450
0.4811	5.4915	648	0.7322	0.4887	0.7322	0.8557
0.4811	5.5085	650	0.7290	0.4887	0.7290	0.8538
0.4811	5.5254	652	0.7149	0.4880	0.7149	0.8455
0.4811	5.5424	654	0.7316	0.4935	0.7316	0.8553
0.4811	5.5593	656	0.7603	0.4875	0.7603	0.8719
0.4811	5.5763	658	0.7527	0.4636	0.7527	0.8676
0.4811	5.5932	660	0.7389	0.4854	0.7389	0.8596
0.4811	5.6102	662	0.7187	0.4573	0.7187	0.8477
0.4811	5.6271	664	0.7145	0.4806	0.7145	0.8453
0.4811	5.6441	666	0.7211	0.4725	0.7211	0.8492
0.4811	5.6610	668	0.7312	0.4722	0.7312	0.8551
0.4811	5.6780	670	0.7462	0.4926	0.7462	0.8638
0.4811	5.6949	672	0.7487	0.4926	0.7487	0.8652
0.4811	5.7119	674	0.7266	0.4755	0.7266	0.8524
0.4811	5.7288	676	0.7020	0.4639	0.7020	0.8379
0.4811	5.7458	678	0.6719	0.4643	0.6719	0.8197
0.4811	5.7627	680	0.6527	0.5009	0.6527	0.8079
0.4811	5.7797	682	0.6333	0.4744	0.6333	0.7958
0.4811	5.7966	684	0.6244	0.5148	0.6244	0.7902
0.4811	5.8136	686	0.6280	0.5297	0.6280	0.7925
0.4811	5.8305	688	0.6364	0.4744	0.6364	0.7977
0.4811	5.8475	690	0.6539	0.4859	0.6539	0.8087
0.4811	5.8644	692	0.6691	0.4863	0.6691	0.8180
0.4811	5.8814	694	0.6912	0.4863	0.6912	0.8314
0.4811	5.8983	696	0.7141	0.4761	0.7141	0.8451
0.4811	5.9153	698	0.7465	0.4732	0.7465	0.8640
0.4811	5.9322	700	0.7665	0.4830	0.7665	0.8755
0.4811	5.9492	702	0.7560	0.4749	0.7560	0.8695
0.4811	5.9661	704	0.7488	0.4895	0.7488	0.8653
0.4811	5.9831	706	0.7431	0.4822	0.7431	0.8620
0.4811	6.0	708	0.7586	0.4512	0.7586	0.8710
0.4811	6.0169	710	0.7433	0.4442	0.7433	0.8622
0.4811	6.0339	712	0.7011	0.4524	0.7011	0.8373
0.4811	6.0508	714	0.6709	0.4963	0.6709	0.8191
0.4811	6.0678	716	0.6448	0.5085	0.6448	0.8030
0.4811	6.0847	718	0.6408	0.5403	0.6408	0.8005
0.4811	6.1017	720	0.6406	0.5403	0.6406	0.8004
0.4811	6.1186	722	0.6406	0.5103	0.6406	0.8003
0.4811	6.1356	724	0.6404	0.4859	0.6404	0.8002
0.4811	6.1525	726	0.6659	0.4659	0.6659	0.8160
0.4811	6.1695	728	0.6993	0.4642	0.6993	0.8362
0.4811	6.1864	730	0.7055	0.4409	0.7055	0.8400
0.4811	6.2034	732	0.6843	0.4659	0.6843	0.8272
0.4811	6.2203	734	0.6743	0.4959	0.6743	0.8212
0.4811	6.2373	736	0.6780	0.4918	0.6780	0.8234
0.4811	6.2542	738	0.6778	0.5018	0.6778	0.8233
0.4811	6.2712	740	0.6817	0.4894	0.6817	0.8256
0.4811	6.2881	742	0.6809	0.4578	0.6809	0.8252
0.4811	6.3051	744	0.6756	0.4578	0.6756	0.8220
0.4811	6.3220	746	0.6590	0.4727	0.6590	0.8118
0.4811	6.3390	748	0.6476	0.4883	0.6476	0.8047
0.4811	6.3559	750	0.6340	0.4878	0.6340	0.7963
0.4811	6.3729	752	0.6283	0.4957	0.6283	0.7926
0.4811	6.3898	754	0.6322	0.4957	0.6322	0.7951
0.4811	6.4068	756	0.6407	0.5036	0.6407	0.8004
0.4811	6.4237	758	0.6550	0.4804	0.6550	0.8093
0.4811	6.4407	760	0.6679	0.4804	0.6679	0.8172
0.4811	6.4576	762	0.6770	0.4797	0.6770	0.8228
0.4811	6.4746	764	0.6887	0.4809	0.6887	0.8299
0.4811	6.4915	766	0.6902	0.4752	0.6902	0.8308
0.4811	6.5085	768	0.6979	0.4615	0.6979	0.8354
0.4811	6.5254	770	0.6977	0.4752	0.6977	0.8353
0.4811	6.5424	772	0.7022	0.5043	0.7022	0.8380
0.4811	6.5593	774	0.7150	0.5239	0.7150	0.8456
0.4811	6.5763	776	0.7315	0.4983	0.7315	0.8553
0.4811	6.5932	778	0.7245	0.4964	0.7245	0.8512
0.4811	6.6102	780	0.7100	0.5239	0.7100	0.8426
0.4811	6.6271	782	0.7002	0.5052	0.7002	0.8368
0.4811	6.6441	784	0.7055	0.4779	0.7055	0.8399
0.4811	6.6610	786	0.7144	0.4536	0.7144	0.8452
0.4811	6.6780	788	0.7010	0.4630	0.7010	0.8372
0.4811	6.6949	790	0.6753	0.4757	0.6753	0.8218
0.4811	6.7119	792	0.6685	0.5072	0.6685	0.8176
0.4811	6.7288	794	0.6606	0.4942	0.6606	0.8128
0.4811	6.7458	796	0.6511	0.4994	0.6511	0.8069
0.4811	6.7627	798	0.6363	0.5137	0.6363	0.7977
0.4811	6.7797	800	0.6301	0.4805	0.6301	0.7938
0.4811	6.7966	802	0.6430	0.5185	0.6430	0.8019
0.4811	6.8136	804	0.6556	0.4919	0.6556	0.8097
0.4811	6.8305	806	0.6594	0.4919	0.6594	0.8121
0.4811	6.8475	808	0.6615	0.4723	0.6615	0.8133
0.4811	6.8644	810	0.6557	0.5214	0.6557	0.8098
0.4811	6.8814	812	0.6561	0.4960	0.6561	0.8100
0.4811	6.8983	814	0.6685	0.5165	0.6685	0.8176
0.4811	6.9153	816	0.6735	0.5237	0.6735	0.8207
0.4811	6.9322	818	0.6737	0.4960	0.6737	0.8208
0.4811	6.9492	820	0.6775	0.4950	0.6775	0.8231
0.4811	6.9661	822	0.6981	0.4668	0.6981	0.8355
0.4811	6.9831	824	0.7092	0.4899	0.7092	0.8421
0.4811	7.0	826	0.7052	0.4899	0.7052	0.8398
0.4811	7.0169	828	0.6889	0.4819	0.6889	0.8300
0.4811	7.0339	830	0.6810	0.4874	0.6810	0.8252
0.4811	7.0508	832	0.6794	0.4834	0.6794	0.8243
0.4811	7.0678	834	0.6855	0.4856	0.6855	0.8280
0.4811	7.0847	836	0.6841	0.4845	0.6841	0.8271
0.4811	7.1017	838	0.6815	0.4950	0.6815	0.8255
0.4811	7.1186	840	0.6731	0.4950	0.6731	0.8204
0.4811	7.1356	842	0.6694	0.4950	0.6694	0.8182
0.4811	7.1525	844	0.6691	0.4845	0.6691	0.8180
0.4811	7.1695	846	0.6735	0.5024	0.6735	0.8207
0.4811	7.1864	848	0.6681	0.5042	0.6681	0.8173
0.4811	7.2034	850	0.6625	0.5144	0.6625	0.8140
0.4811	7.2203	852	0.6570	0.5308	0.6570	0.8105
0.4811	7.2373	854	0.6543	0.5308	0.6543	0.8089
0.4811	7.2542	856	0.6533	0.5308	0.6533	0.8083
0.4811	7.2712	858	0.6564	0.5231	0.6564	0.8102
0.4811	7.2881	860	0.6635	0.5144	0.6635	0.8145
0.4811	7.3051	862	0.6817	0.5195	0.6817	0.8257
0.4811	7.3220	864	0.6936	0.4955	0.6936	0.8328
0.4811	7.3390	866	0.7083	0.4864	0.7083	0.8416
0.4811	7.3559	868	0.7093	0.4864	0.7093	0.8422
0.4811	7.3729	870	0.6963	0.5147	0.6963	0.8344
0.4811	7.3898	872	0.6776	0.5339	0.6776	0.8232
0.4811	7.4068	874	0.6705	0.5280	0.6705	0.8188
0.4811	7.4237	876	0.6635	0.5127	0.6635	0.8145
0.4811	7.4407	878	0.6570	0.5255	0.6570	0.8106
0.4811	7.4576	880	0.6600	0.5200	0.6600	0.8124
0.4811	7.4746	882	0.6622	0.5200	0.6622	0.8137
0.4811	7.4915	884	0.6694	0.5192	0.6694	0.8182
0.4811	7.5085	886	0.6833	0.5089	0.6833	0.8266
0.4811	7.5254	888	0.6910	0.4997	0.6910	0.8313
0.4811	7.5424	890	0.6894	0.5089	0.6894	0.8303
0.4811	7.5593	892	0.6882	0.5325	0.6882	0.8296
0.4811	7.5763	894	0.6917	0.5325	0.6917	0.8317
0.4811	7.5932	896	0.6928	0.5106	0.6928	0.8324
0.4811	7.6102	898	0.6950	0.5089	0.6950	0.8337
0.4811	7.6271	900	0.7070	0.5163	0.7070	0.8409
0.4811	7.6441	902	0.7181	0.5091	0.7181	0.8474
0.4811	7.6610	904	0.7323	0.5075	0.7323	0.8558
0.4811	7.6780	906	0.7376	0.5075	0.7376	0.8588
0.4811	7.6949	908	0.7425	0.5075	0.7425	0.8617
0.4811	7.7119	910	0.7293	0.5163	0.7293	0.8540
0.4811	7.7288	912	0.7177	0.5071	0.7177	0.8472
0.4811	7.7458	914	0.7067	0.5041	0.7067	0.8406
0.4811	7.7627	916	0.7025	0.4742	0.7025	0.8381
0.4811	7.7797	918	0.7007	0.5327	0.7007	0.8371
0.4811	7.7966	920	0.6973	0.5327	0.6973	0.8351
0.4811	7.8136	922	0.6942	0.5251	0.6942	0.8332
0.4811	7.8305	924	0.6900	0.4822	0.6900	0.8307
0.4811	7.8475	926	0.6919	0.5116	0.6919	0.8318
0.4811	7.8644	928	0.7022	0.5037	0.7022	0.8380
0.4811	7.8814	930	0.7179	0.5020	0.7179	0.8473
0.4811	7.8983	932	0.7211	0.4871	0.7211	0.8492
0.4811	7.9153	934	0.7087	0.4821	0.7087	0.8419
0.4811	7.9322	936	0.6933	0.4963	0.6933	0.8327
0.4811	7.9492	938	0.6830	0.4939	0.6830	0.8264
0.4811	7.9661	940	0.6772	0.5033	0.6772	0.8229
0.4811	7.9831	942	0.6723	0.4991	0.6723	0.8199
0.4811	8.0	944	0.6739	0.5122	0.6739	0.8209
0.4811	8.0169	946	0.6787	0.5122	0.6787	0.8238
0.4811	8.0339	948	0.6869	0.4991	0.6869	0.8288
0.4811	8.0508	950	0.7019	0.5154	0.7019	0.8378
0.4811	8.0678	952	0.7257	0.4770	0.7257	0.8519
0.4811	8.0847	954	0.7478	0.4955	0.7478	0.8647
0.4811	8.1017	956	0.7641	0.4790	0.7641	0.8741
0.4811	8.1186	958	0.7698	0.4790	0.7698	0.8774
0.4811	8.1356	960	0.7570	0.4955	0.7570	0.8700
0.4811	8.1525	962	0.7402	0.4909	0.7402	0.8603
0.4811	8.1695	964	0.7242	0.5052	0.7242	0.8510
0.4811	8.1864	966	0.7048	0.5106	0.7048	0.8396
0.4811	8.2034	968	0.6907	0.5049	0.6907	0.8311
0.4811	8.2203	970	0.6826	0.5338	0.6826	0.8262
0.4811	8.2373	972	0.6807	0.5397	0.6807	0.8250
0.4811	8.2542	974	0.6829	0.5116	0.6829	0.8264
0.4811	8.2712	976	0.6912	0.5127	0.6912	0.8314
0.4811	8.2881	978	0.6980	0.4989	0.6980	0.8355
0.4811	8.3051	980	0.7019	0.4850	0.7019	0.8378
0.4811	8.3220	982	0.7066	0.5101	0.7066	0.8406
0.4811	8.3390	984	0.7191	0.4670	0.7191	0.8480
0.4811	8.3559	986	0.7248	0.4651	0.7248	0.8514
0.4811	8.3729	988	0.7385	0.4761	0.7385	0.8594
0.4811	8.3898	990	0.7447	0.4761	0.7447	0.8629
0.4811	8.4068	992	0.7434	0.4761	0.7434	0.8622
0.4811	8.4237	994	0.7348	0.4903	0.7348	0.8572
0.4811	8.4407	996	0.7284	0.4911	0.7284	0.8535
0.4811	8.4576	998	0.7205	0.4911	0.7205	0.8488
0.079	8.4746	1000	0.7078	0.4911	0.7078	0.8413
0.079	8.4915	1002	0.6880	0.5077	0.6880	0.8295
0.079	8.5085	1004	0.6702	0.5456	0.6702	0.8186
0.079	8.5254	1006	0.6592	0.5470	0.6592	0.8119
0.079	8.5424	1008	0.6512	0.5470	0.6512	0.8070
0.079	8.5593	1010	0.6515	0.5470	0.6515	0.8072
0.079	8.5763	1012	0.6486	0.5622	0.6486	0.8054
0.079	8.5932	1014	0.6512	0.5470	0.6512	0.8070
0.079	8.6102	1016	0.6582	0.5470	0.6582	0.8113
0.079	8.6271	1018	0.6663	0.5456	0.6663	0.8163
0.079	8.6441	1020	0.6793	0.5094	0.6793	0.8242
0.079	8.6610	1022	0.6868	0.5094	0.6868	0.8287
0.079	8.6780	1024	0.6968	0.4955	0.6968	0.8348
0.079	8.6949	1026	0.7113	0.5011	0.7113	0.8434
0.079	8.7119	1028	0.7282	0.4722	0.7282	0.8534
0.079	8.7288	1030	0.7470	0.4722	0.7470	0.8643
0.079	8.7458	1032	0.7490	0.4722	0.7490	0.8655
0.079	8.7627	1034	0.7527	0.4722	0.7527	0.8676
0.079	8.7797	1036	0.7494	0.4797	0.7494	0.8657
0.079	8.7966	1038	0.7412	0.4797	0.7412	0.8609
0.079	8.8136	1040	0.7324	0.4871	0.7324	0.8558
0.079	8.8305	1042	0.7232	0.4814	0.7232	0.8504
0.079	8.8475	1044	0.7145	0.4814	0.7145	0.8453
0.079	8.8644	1046	0.7101	0.4889	0.7101	0.8427
0.079	8.8814	1048	0.7061	0.4839	0.7061	0.8403
0.079	8.8983	1050	0.7111	0.5029	0.7111	0.8432
0.079	8.9153	1052	0.7144	0.4889	0.7144	0.8452
0.079	8.9322	1054	0.7228	0.4889	0.7228	0.8502
0.079	8.9492	1056	0.7364	0.4871	0.7364	0.8581
0.079	8.9661	1058	0.7497	0.4647	0.7497	0.8659
0.079	8.9831	1060	0.7604	0.4571	0.7604	0.8720
0.079	9.0	1062	0.7650	0.4571	0.7650	0.8746
0.079	9.0169	1064	0.7592	0.4571	0.7592	0.8713
0.079	9.0339	1066	0.7505	0.4571	0.7505	0.8663
0.079	9.0508	1068	0.7482	0.4571	0.7482	0.8650
0.079	9.0678	1070	0.7427	0.4647	0.7427	0.8618
0.079	9.0847	1072	0.7398	0.4647	0.7398	0.8601
0.079	9.1017	1074	0.7337	0.4651	0.7337	0.8566
0.079	9.1186	1076	0.7233	0.4670	0.7233	0.8505
0.079	9.1356	1078	0.7118	0.4889	0.7118	0.8437
0.079	9.1525	1080	0.7046	0.4914	0.7046	0.8394
0.079	9.1695	1082	0.7029	0.4914	0.7029	0.8384
0.079	9.1864	1084	0.7012	0.4914	0.7012	0.8374
0.079	9.2034	1086	0.7009	0.4914	0.7009	0.8372
0.079	9.2203	1088	0.6986	0.4989	0.6986	0.8358
0.079	9.2373	1090	0.7002	0.4914	0.7002	0.8368
0.079	9.2542	1092	0.7010	0.4776	0.7010	0.8372
0.079	9.2712	1094	0.7016	0.4776	0.7016	0.8376
0.079	9.2881	1096	0.7012	0.4776	0.7012	0.8374
0.079	9.3051	1098	0.7050	0.4776	0.7050	0.8396
0.079	9.3220	1100	0.7099	0.4776	0.7099	0.8426
0.079	9.3390	1102	0.7155	0.4889	0.7155	0.8459
0.079	9.3559	1104	0.7193	0.4814	0.7193	0.8481
0.079	9.3729	1106	0.7236	0.4670	0.7236	0.8506
0.079	9.3898	1108	0.7281	0.4670	0.7281	0.8533
0.079	9.4068	1110	0.7285	0.4670	0.7285	0.8535
0.079	9.4237	1112	0.7288	0.4670	0.7288	0.8537
0.079	9.4407	1114	0.7271	0.4670	0.7271	0.8527
0.079	9.4576	1116	0.7223	0.4670	0.7223	0.8499
0.079	9.4746	1118	0.7198	0.4814	0.7198	0.8484
0.079	9.4915	1120	0.7189	0.4814	0.7189	0.8479
0.079	9.5085	1122	0.7190	0.4814	0.7190	0.8479
0.079	9.5254	1124	0.7176	0.4627	0.7176	0.8471
0.079	9.5424	1126	0.7171	0.4627	0.7171	0.8468
0.079	9.5593	1128	0.7152	0.4627	0.7152	0.8457
0.079	9.5763	1130	0.7140	0.4627	0.7140	0.8450
0.079	9.5932	1132	0.7104	0.4776	0.7104	0.8428
0.079	9.6102	1134	0.7079	0.4850	0.7079	0.8414
0.079	9.6271	1136	0.7058	0.4850	0.7058	0.8401
0.079	9.6441	1138	0.7037	0.4850	0.7037	0.8389
0.079	9.6610	1140	0.7027	0.4850	0.7027	0.8383
0.079	9.6780	1142	0.7029	0.4850	0.7029	0.8384
0.079	9.6949	1144	0.7015	0.4850	0.7015	0.8375
0.079	9.7119	1146	0.7007	0.4850	0.7007	0.8371
0.079	9.7288	1148	0.7005	0.4850	0.7005	0.8370
0.079	9.7458	1150	0.7007	0.4850	0.7007	0.8371
0.079	9.7627	1152	0.6999	0.4989	0.6999	0.8366
0.079	9.7797	1154	0.6984	0.4989	0.6984	0.8357
0.079	9.7966	1156	0.6979	0.4989	0.6979	0.8354
0.079	9.8136	1158	0.6981	0.4989	0.6981	0.8355
0.079	9.8305	1160	0.6984	0.4989	0.6984	0.8357
0.079	9.8475	1162	0.6989	0.4989	0.6989	0.8360
0.079	9.8644	1164	0.7000	0.4776	0.7000	0.8366
0.079	9.8814	1166	0.7011	0.4776	0.7011	0.8373
0.079	9.8983	1168	0.7024	0.4701	0.7024	0.8381
0.079	9.9153	1170	0.7033	0.4701	0.7033	0.8386
0.079	9.9322	1172	0.7036	0.4701	0.7036	0.8388
0.079	9.9492	1174	0.7039	0.4701	0.7039	0.8390
0.079	9.9661	1176	0.7041	0.4701	0.7041	0.8391
0.079	9.9831	1178	0.7041	0.4701	0.7041	0.8391
0.079	10.0	1180	0.7041	0.4701	0.7041	0.8391

Framework versions

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