ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task7_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: 0.6451
• Qwk: 0.3355
• Mse: 0.6451
• Rmse: 0.8032

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0488	2	2.4244	-0.0646	2.4244	1.5570
No log	0.0976	4	1.0756	0.1941	1.0756	1.0371
No log	0.1463	6	0.9139	-0.1462	0.9139	0.9560
No log	0.1951	8	0.8039	0.1184	0.8039	0.8966
No log	0.2439	10	0.7619	0.1184	0.7619	0.8729
No log	0.2927	12	0.7183	0.0481	0.7183	0.8475
No log	0.3415	14	0.7614	0.0937	0.7614	0.8726
No log	0.3902	16	0.7980	0.1372	0.7980	0.8933
No log	0.4390	18	0.9443	0.2381	0.9443	0.9717
No log	0.4878	20	0.8694	0.2526	0.8694	0.9324
No log	0.5366	22	0.7240	0.0481	0.7240	0.8509
No log	0.5854	24	0.7275	0.1561	0.7275	0.8529
No log	0.6341	26	0.8879	0.1822	0.8879	0.9423
No log	0.6829	28	1.0007	0.0338	1.0007	1.0003
No log	0.7317	30	1.1735	-0.2407	1.1735	1.0833
No log	0.7805	32	1.2328	-0.2346	1.2328	1.1103
No log	0.8293	34	1.0013	0.0	1.0013	1.0006
No log	0.8780	36	0.8515	0.0	0.8515	0.9227
No log	0.9268	38	0.7939	0.0295	0.7939	0.8910
No log	0.9756	40	0.7659	0.0798	0.7659	0.8751
No log	1.0244	42	0.7480	0.0840	0.7480	0.8649
No log	1.0732	44	0.7429	0.0840	0.7429	0.8619
No log	1.1220	46	0.7236	0.2046	0.7236	0.8507
No log	1.1707	48	0.7094	0.2046	0.7094	0.8423
No log	1.2195	50	0.7057	0.1184	0.7057	0.8401
No log	1.2683	52	0.6879	0.1184	0.6879	0.8294
No log	1.3171	54	0.6804	0.1184	0.6804	0.8249
No log	1.3659	56	0.6690	0.2467	0.6690	0.8179
No log	1.4146	58	0.7436	0.2726	0.7436	0.8623
No log	1.4634	60	0.8258	0.3231	0.8258	0.9087
No log	1.5122	62	0.8954	0.3347	0.8954	0.9462
No log	1.5610	64	0.8646	0.3169	0.8646	0.9299
No log	1.6098	66	0.7623	0.2632	0.7623	0.8731
No log	1.6585	68	0.6864	0.1972	0.6864	0.8285
No log	1.7073	70	0.6656	0.1699	0.6656	0.8158
No log	1.7561	72	0.7241	0.1918	0.7241	0.8509
No log	1.8049	74	0.8622	0.1672	0.8622	0.9286
No log	1.8537	76	0.7737	0.2227	0.7737	0.8796
No log	1.9024	78	0.7345	0.1264	0.7345	0.8570
No log	1.9512	80	0.6902	0.2360	0.6902	0.8308
No log	2.0	82	0.8190	0.3313	0.8190	0.9050
No log	2.0488	84	0.9237	0.3579	0.9237	0.9611
No log	2.0976	86	0.8017	0.2984	0.8017	0.8954
No log	2.1463	88	0.6762	0.3738	0.6762	0.8223
No log	2.1951	90	0.8837	0.3347	0.8837	0.9401
No log	2.2439	92	1.0225	0.3264	1.0225	1.0112
No log	2.2927	94	0.9399	0.3890	0.9399	0.9695
No log	2.3415	96	0.7723	0.3869	0.7723	0.8788
No log	2.3902	98	0.6838	0.2862	0.6838	0.8269
No log	2.4390	100	0.7835	0.3252	0.7835	0.8851
No log	2.4878	102	0.8037	0.3570	0.8037	0.8965
No log	2.5366	104	0.7555	0.3214	0.7555	0.8692
No log	2.5854	106	0.6974	0.3022	0.6974	0.8351
No log	2.6341	108	0.6641	0.2379	0.6641	0.8149
No log	2.6829	110	0.6692	0.3050	0.6692	0.8180
No log	2.7317	112	0.6892	0.3545	0.6892	0.8302
No log	2.7805	114	0.7827	0.3918	0.7827	0.8847
No log	2.8293	116	0.8134	0.3060	0.8134	0.9019
No log	2.8780	118	0.7680	0.2784	0.7680	0.8764
No log	2.9268	120	0.7707	0.2558	0.7707	0.8779
No log	2.9756	122	0.8604	0.1727	0.8604	0.9276
No log	3.0244	124	0.9587	0.1175	0.9587	0.9791
No log	3.0732	126	0.9427	0.2239	0.9427	0.9709
No log	3.1220	128	0.8967	0.2728	0.8967	0.9470
No log	3.1707	130	0.8467	0.3193	0.8467	0.9202
No log	3.2195	132	0.7677	0.3333	0.7677	0.8762
No log	3.2683	134	0.7594	0.3126	0.7594	0.8714
No log	3.3171	136	0.8467	0.2154	0.8467	0.9202
No log	3.3659	138	0.8237	0.1538	0.8237	0.9076
No log	3.4146	140	0.7454	0.2688	0.7454	0.8634
No log	3.4634	142	0.7147	0.3285	0.7147	0.8454
No log	3.5122	144	0.7462	0.2095	0.7462	0.8638
No log	3.5610	146	0.7669	0.2508	0.7669	0.8757
No log	3.6098	148	0.7630	0.2777	0.7630	0.8735
No log	3.6585	150	0.7651	0.2551	0.7651	0.8747
No log	3.7073	152	0.8002	0.2835	0.8002	0.8945
No log	3.7561	154	0.8625	0.3379	0.8625	0.9287
No log	3.8049	156	0.9009	0.3699	0.9009	0.9491
No log	3.8537	158	0.8786	0.3483	0.8786	0.9373
No log	3.9024	160	0.7905	0.3329	0.7905	0.8891
No log	3.9512	162	0.7787	0.2888	0.7787	0.8824
No log	4.0	164	0.7675	0.3299	0.7675	0.8761
No log	4.0488	166	0.7608	0.3209	0.7608	0.8722
No log	4.0976	168	0.7661	0.3770	0.7661	0.8753
No log	4.1463	170	0.8818	0.4080	0.8818	0.9390
No log	4.1951	172	0.8972	0.4080	0.8972	0.9472
No log	4.2439	174	0.7574	0.4624	0.7574	0.8703
No log	4.2927	176	0.6615	0.2813	0.6615	0.8133
No log	4.3415	178	0.6495	0.2561	0.6495	0.8059
No log	4.3902	180	0.6524	0.3088	0.6524	0.8077
No log	4.4390	182	0.6940	0.4350	0.6940	0.8331
No log	4.4878	184	0.6828	0.4112	0.6828	0.8263
No log	4.5366	186	0.7257	0.4880	0.7257	0.8519
No log	4.5854	188	0.7564	0.5009	0.7564	0.8697
No log	4.6341	190	0.7220	0.4444	0.7220	0.8497
No log	4.6829	192	0.7325	0.4531	0.7325	0.8559
No log	4.7317	194	0.7154	0.4335	0.7154	0.8458
No log	4.7805	196	0.6906	0.4562	0.6906	0.8310
No log	4.8293	198	0.6753	0.3966	0.6753	0.8217
No log	4.8780	200	0.6768	0.3996	0.6768	0.8227
No log	4.9268	202	0.6427	0.3599	0.6427	0.8017
No log	4.9756	204	0.6587	0.3703	0.6587	0.8116
No log	5.0244	206	0.7209	0.4109	0.7209	0.8491
No log	5.0732	208	0.7120	0.3854	0.7120	0.8438
No log	5.1220	210	0.6515	0.3677	0.6515	0.8072
No log	5.1707	212	0.7111	0.3972	0.7111	0.8433
No log	5.2195	214	0.8682	0.4328	0.8682	0.9318
No log	5.2683	216	0.8538	0.4230	0.8538	0.9240
No log	5.3171	218	0.7358	0.4708	0.7358	0.8578
No log	5.3659	220	0.6713	0.3972	0.6713	0.8193
No log	5.4146	222	0.6669	0.3996	0.6669	0.8166
No log	5.4634	224	0.7462	0.4624	0.7462	0.8638
No log	5.5122	226	0.7971	0.4624	0.7971	0.8928
No log	5.5610	228	0.7923	0.4624	0.7923	0.8901
No log	5.6098	230	0.8323	0.4328	0.8323	0.9123
No log	5.6585	232	0.7313	0.4644	0.7313	0.8551
No log	5.7073	234	0.7110	0.4424	0.7110	0.8432
No log	5.7561	236	0.6891	0.4167	0.6891	0.8301
No log	5.8049	238	0.6998	0.4167	0.6998	0.8365
No log	5.8537	240	0.6849	0.3918	0.6849	0.8276
No log	5.9024	242	0.6495	0.3267	0.6495	0.8059
No log	5.9512	244	0.6538	0.3545	0.6538	0.8086
No log	6.0	246	0.7222	0.3195	0.7222	0.8499
No log	6.0488	248	0.7424	0.3637	0.7424	0.8616
No log	6.0976	250	0.6908	0.3032	0.6908	0.8311
No log	6.1463	252	0.6569	0.3471	0.6569	0.8105
No log	6.1951	254	0.6849	0.3329	0.6849	0.8276
No log	6.2439	256	0.7218	0.3305	0.7218	0.8496
No log	6.2927	258	0.7931	0.4315	0.7931	0.8906
No log	6.3415	260	0.7468	0.3503	0.7468	0.8642
No log	6.3902	262	0.7184	0.3121	0.7184	0.8476
No log	6.4390	264	0.7383	0.3121	0.7383	0.8592
No log	6.4878	266	0.7598	0.3914	0.7598	0.8717
No log	6.5366	268	0.7299	0.3409	0.7299	0.8544
No log	6.5854	270	0.7345	0.3195	0.7345	0.8570
No log	6.6341	272	0.7321	0.3195	0.7321	0.8556
No log	6.6829	274	0.7193	0.3195	0.7193	0.8481
No log	6.7317	276	0.7710	0.4051	0.7710	0.8781
No log	6.7805	278	0.8763	0.4315	0.8763	0.9361
No log	6.8293	280	0.8570	0.4925	0.8570	0.9257
No log	6.8780	282	0.8276	0.4351	0.8276	0.9097
No log	6.9268	284	0.8170	0.4351	0.8170	0.9039
No log	6.9756	286	0.7457	0.4144	0.7457	0.8635
No log	7.0244	288	0.6981	0.4350	0.6981	0.8355
No log	7.0732	290	0.6820	0.4409	0.6820	0.8258
No log	7.1220	292	0.7232	0.4230	0.7232	0.8504
No log	7.1707	294	0.8034	0.4308	0.8034	0.8963
No log	7.2195	296	0.7939	0.4230	0.7939	0.8910
No log	7.2683	298	0.7579	0.4272	0.7579	0.8706
No log	7.3171	300	0.7662	0.4539	0.7662	0.8753
No log	7.3659	302	0.7520	0.4556	0.7520	0.8672
No log	7.4146	304	0.7885	0.4614	0.7885	0.8880
No log	7.4634	306	0.9108	0.3980	0.9108	0.9543
No log	7.5122	308	0.9467	0.3735	0.9467	0.9730
No log	7.5610	310	0.8528	0.4315	0.8528	0.9235
No log	7.6098	312	0.7586	0.4873	0.7586	0.8710
No log	7.6585	314	0.7226	0.4959	0.7226	0.8500
No log	7.7073	316	0.6578	0.4728	0.6578	0.8111
No log	7.7561	318	0.6691	0.4728	0.6691	0.8180
No log	7.8049	320	0.7017	0.4959	0.7017	0.8377
No log	7.8537	322	0.6974	0.4959	0.6974	0.8351
No log	7.9024	324	0.6459	0.4978	0.6459	0.8037
No log	7.9512	326	0.6067	0.4336	0.6067	0.7789
No log	8.0	328	0.6395	0.4526	0.6395	0.7997
No log	8.0488	330	0.6728	0.5252	0.6728	0.8202
No log	8.0976	332	0.6272	0.5318	0.6272	0.7919
No log	8.1463	334	0.6351	0.4232	0.6351	0.7970
No log	8.1951	336	0.6504	0.4232	0.6504	0.8065
No log	8.2439	338	0.6343	0.4135	0.6343	0.7964
No log	8.2927	340	0.6343	0.4281	0.6343	0.7964
No log	8.3415	342	0.6405	0.4234	0.6405	0.8003
No log	8.3902	344	0.6512	0.4029	0.6512	0.8070
No log	8.4390	346	0.6898	0.4044	0.6898	0.8306
No log	8.4878	348	0.7653	0.4057	0.7653	0.8748
No log	8.5366	350	0.8440	0.4367	0.8440	0.9187
No log	8.5854	352	0.8100	0.4074	0.8100	0.9000
No log	8.6341	354	0.7353	0.3075	0.7353	0.8575
No log	8.6829	356	0.7283	0.3130	0.7283	0.8534
No log	8.7317	358	0.8030	0.3251	0.8030	0.8961
No log	8.7805	360	0.9383	0.3735	0.9383	0.9686
No log	8.8293	362	0.9811	0.3574	0.9811	0.9905
No log	8.8780	364	0.8698	0.3579	0.8698	0.9326
No log	8.9268	366	0.7768	0.3732	0.7768	0.8814
No log	8.9756	368	0.7302	0.3425	0.7302	0.8545
No log	9.0244	370	0.7155	0.3780	0.7155	0.8458
No log	9.0732	372	0.7277	0.4186	0.7277	0.8530
No log	9.1220	374	0.7257	0.4143	0.7257	0.8519
No log	9.1707	376	0.6823	0.4987	0.6823	0.8260
No log	9.2195	378	0.6708	0.4987	0.6708	0.8190
No log	9.2683	380	0.6757	0.4574	0.6757	0.8220
No log	9.3171	382	0.7123	0.4404	0.7123	0.8440
No log	9.3659	384	0.7548	0.4063	0.7548	0.8688
No log	9.4146	386	0.7200	0.4481	0.7200	0.8485
No log	9.4634	388	0.6937	0.4202	0.6937	0.8329
No log	9.5122	390	0.7110	0.4321	0.7110	0.8432
No log	9.5610	392	0.7512	0.4151	0.7512	0.8667
No log	9.6098	394	0.7641	0.4474	0.7641	0.8741
No log	9.6585	396	0.7866	0.4635	0.7866	0.8869
No log	9.7073	398	0.7572	0.4699	0.7572	0.8702
No log	9.7561	400	0.7116	0.4619	0.7116	0.8436
No log	9.8049	402	0.6808	0.4714	0.6808	0.8251
No log	9.8537	404	0.6751	0.4694	0.6751	0.8216
No log	9.9024	406	0.6774	0.5181	0.6774	0.8230
No log	9.9512	408	0.6997	0.5035	0.6997	0.8365
No log	10.0	410	0.6807	0.5035	0.6807	0.8250
No log	10.0488	412	0.6195	0.5290	0.6195	0.7871
No log	10.0976	414	0.5838	0.5357	0.5838	0.7641
No log	10.1463	416	0.5781	0.4595	0.5781	0.7603
No log	10.1951	418	0.5861	0.4397	0.5861	0.7656
No log	10.2439	420	0.6498	0.4270	0.6498	0.8061
No log	10.2927	422	0.7355	0.4726	0.7355	0.8576
No log	10.3415	424	0.7346	0.4684	0.7346	0.8571
No log	10.3902	426	0.7158	0.4633	0.7158	0.8461
No log	10.4390	428	0.6962	0.4400	0.6962	0.8344
No log	10.4878	430	0.6481	0.4609	0.6481	0.8051
No log	10.5366	432	0.6175	0.4700	0.6175	0.7858
No log	10.5854	434	0.6001	0.4475	0.6001	0.7747
No log	10.6341	436	0.5931	0.5336	0.5931	0.7701
No log	10.6829	438	0.6047	0.5507	0.6047	0.7776
No log	10.7317	440	0.6014	0.5533	0.6014	0.7755
No log	10.7805	442	0.6047	0.5434	0.6047	0.7776
No log	10.8293	444	0.6034	0.5223	0.6034	0.7768
No log	10.8780	446	0.6117	0.4684	0.6117	0.7821
No log	10.9268	448	0.6014	0.4597	0.6014	0.7755
No log	10.9756	450	0.6137	0.4684	0.6137	0.7834
No log	11.0244	452	0.6289	0.3840	0.6289	0.7930
No log	11.0732	454	0.6895	0.4272	0.6895	0.8303
No log	11.1220	456	0.8357	0.4556	0.8357	0.9142
No log	11.1707	458	0.9914	0.4178	0.9914	0.9957
No log	11.2195	460	0.9993	0.4178	0.9993	0.9996
No log	11.2683	462	0.8563	0.4494	0.8563	0.9254
No log	11.3171	464	0.6751	0.4315	0.6751	0.8217
No log	11.3659	466	0.6291	0.3762	0.6291	0.7931
No log	11.4146	468	0.6424	0.4892	0.6424	0.8015
No log	11.4634	470	0.6523	0.4874	0.6523	0.8077
No log	11.5122	472	0.6772	0.3902	0.6772	0.8229
No log	11.5610	474	0.6925	0.4649	0.6925	0.8321
No log	11.6098	476	0.6610	0.4702	0.6610	0.8130
No log	11.6585	478	0.6663	0.4542	0.6663	0.8163
No log	11.7073	480	0.7048	0.4197	0.7048	0.8395
No log	11.7561	482	0.6924	0.4089	0.6924	0.8321
No log	11.8049	484	0.6880	0.4307	0.6880	0.8295
No log	11.8537	486	0.6765	0.4330	0.6765	0.8225
No log	11.9024	488	0.7054	0.4167	0.7054	0.8399
No log	11.9512	490	0.7574	0.4197	0.7574	0.8703
No log	12.0	492	0.7724	0.4014	0.7724	0.8788
No log	12.0488	494	0.7957	0.3822	0.7957	0.8920
No log	12.0976	496	0.7804	0.4014	0.7804	0.8834
No log	12.1463	498	0.7439	0.4014	0.7439	0.8625
0.3618	12.1951	500	0.6552	0.4430	0.6552	0.8094
0.3618	12.2439	502	0.6077	0.4534	0.6077	0.7796
0.3618	12.2927	504	0.5912	0.4597	0.5912	0.7689
0.3618	12.3415	506	0.5958	0.4190	0.5958	0.7719
0.3618	12.3902	508	0.6159	0.4827	0.6159	0.7848
0.3618	12.4390	510	0.6572	0.5107	0.6572	0.8107
0.3618	12.4878	512	0.6546	0.4610	0.6546	0.8091
0.3618	12.5366	514	0.6098	0.5484	0.6098	0.7809
0.3618	12.5854	516	0.6057	0.5142	0.6057	0.7783
0.3618	12.6341	518	0.6157	0.5528	0.6157	0.7846
0.3618	12.6829	520	0.6184	0.5447	0.6184	0.7864
0.3618	12.7317	522	0.6241	0.5242	0.6241	0.7900
0.3618	12.7805	524	0.6321	0.5306	0.6321	0.7950
0.3618	12.8293	526	0.6387	0.5093	0.6387	0.7992
0.3618	12.8780	528	0.6659	0.5368	0.6659	0.8160
0.3618	12.9268	530	0.6395	0.5827	0.6395	0.7997
0.3618	12.9756	532	0.6292	0.5587	0.6292	0.7933
0.3618	13.0244	534	0.6253	0.5511	0.6253	0.7908
0.3618	13.0732	536	0.6294	0.5321	0.6294	0.7934
0.3618	13.1220	538	0.6320	0.4568	0.6320	0.7950
0.3618	13.1707	540	0.6518	0.4703	0.6518	0.8073
0.3618	13.2195	542	0.6835	0.5107	0.6835	0.8268
0.3618	13.2683	544	0.7934	0.4925	0.7934	0.8907
0.3618	13.3171	546	0.9441	0.4713	0.9441	0.9717
0.3618	13.3659	548	0.9630	0.4442	0.9630	0.9813
0.3618	13.4146	550	0.8486	0.4447	0.8486	0.9212
0.3618	13.4634	552	0.7454	0.4223	0.7454	0.8634
0.3618	13.5122	554	0.6995	0.4576	0.6995	0.8364
0.3618	13.5610	556	0.6650	0.4270	0.6650	0.8155
0.3618	13.6098	558	0.6814	0.4576	0.6814	0.8255
0.3618	13.6585	560	0.7333	0.4562	0.7333	0.8563
0.3618	13.7073	562	0.8076	0.4328	0.8076	0.8987
0.3618	13.7561	564	0.8205	0.4228	0.8205	0.9058
0.3618	13.8049	566	0.8229	0.4228	0.8229	0.9072
0.3618	13.8537	568	0.7558	0.4870	0.7558	0.8693
0.3618	13.9024	570	0.6850	0.4112	0.6850	0.8277
0.3618	13.9512	572	0.6601	0.3155	0.6601	0.8124
0.3618	14.0	574	0.6539	0.3452	0.6539	0.8087
0.3618	14.0488	576	0.6695	0.2847	0.6695	0.8182
0.3618	14.0976	578	0.7178	0.4582	0.7178	0.8472
0.3618	14.1463	580	0.7791	0.4493	0.7791	0.8827
0.3618	14.1951	582	0.7871	0.4707	0.7871	0.8872
0.3618	14.2439	584	0.7828	0.4707	0.7828	0.8848
0.3618	14.2927	586	0.7016	0.4892	0.7016	0.8376
0.3618	14.3415	588	0.6265	0.4764	0.6265	0.7915
0.3618	14.3902	590	0.6167	0.4315	0.6167	0.7853
0.3618	14.4390	592	0.6273	0.4764	0.6273	0.7920
0.3618	14.4878	594	0.6720	0.4966	0.6720	0.8197
0.3618	14.5366	596	0.6613	0.4966	0.6613	0.8132
0.3618	14.5854	598	0.6115	0.5403	0.6115	0.7820
0.3618	14.6341	600	0.5795	0.5444	0.5795	0.7612
0.3618	14.6829	602	0.5918	0.4505	0.5918	0.7693
0.3618	14.7317	604	0.5972	0.4505	0.5972	0.7728
0.3618	14.7805	606	0.5759	0.5042	0.5759	0.7589
0.3618	14.8293	608	0.5645	0.4375	0.5645	0.7513
0.3618	14.8780	610	0.5927	0.4769	0.5927	0.7699
0.3618	14.9268	612	0.6192	0.5275	0.6192	0.7869
0.3618	14.9756	614	0.6260	0.5326	0.6260	0.7912
0.3618	15.0244	616	0.6287	0.5123	0.6287	0.7929
0.3618	15.0732	618	0.6341	0.4625	0.6341	0.7963
0.3618	15.1220	620	0.6567	0.4702	0.6567	0.8104
0.3618	15.1707	622	0.6914	0.4504	0.6914	0.8315
0.3618	15.2195	624	0.7024	0.4701	0.7024	0.8381
0.3618	15.2683	626	0.7219	0.5065	0.7219	0.8496
0.3618	15.3171	628	0.6927	0.5008	0.6927	0.8323
0.3618	15.3659	630	0.6202	0.4451	0.6202	0.7875
0.3618	15.4146	632	0.5925	0.4100	0.5925	0.7697
0.3618	15.4634	634	0.5949	0.4337	0.5949	0.7713
0.3618	15.5122	636	0.6022	0.4747	0.6022	0.7760
0.3618	15.5610	638	0.6047	0.5003	0.6047	0.7776
0.3618	15.6098	640	0.6096	0.5003	0.6096	0.7808
0.3618	15.6585	642	0.6191	0.4413	0.6191	0.7868
0.3618	15.7073	644	0.6337	0.4315	0.6337	0.7961
0.3618	15.7561	646	0.6477	0.4239	0.6477	0.8048
0.3618	15.8049	648	0.6704	0.4764	0.6704	0.8188
0.3618	15.8537	650	0.7020	0.4819	0.7020	0.8379
0.3618	15.9024	652	0.7114	0.5155	0.7114	0.8435
0.3618	15.9512	654	0.6902	0.4335	0.6902	0.8308
0.3618	16.0	656	0.6819	0.4568	0.6819	0.8258
0.3618	16.0488	658	0.6603	0.4484	0.6603	0.8126
0.3618	16.0976	660	0.6610	0.4568	0.6610	0.8130
0.3618	16.1463	662	0.7199	0.5339	0.7199	0.8485
0.3618	16.1951	664	0.8199	0.4669	0.8199	0.9055
0.3618	16.2439	666	0.8433	0.4611	0.8433	0.9183
0.3618	16.2927	668	0.8032	0.4669	0.8032	0.8962
0.3618	16.3415	670	0.7465	0.4929	0.7465	0.8640
0.3618	16.3902	672	0.7222	0.5007	0.7222	0.8498
0.3618	16.4390	674	0.6953	0.5435	0.6953	0.8338
0.3618	16.4878	676	0.6836	0.5435	0.6836	0.8268
0.3618	16.5366	678	0.6685	0.5336	0.6685	0.8176
0.3618	16.5854	680	0.6808	0.5265	0.6808	0.8251
0.3618	16.6341	682	0.6984	0.5007	0.6984	0.8357
0.3618	16.6829	684	0.7037	0.5007	0.7037	0.8389
0.3618	16.7317	686	0.7221	0.5007	0.7221	0.8498
0.3618	16.7805	688	0.7225	0.4603	0.7225	0.8500
0.3618	16.8293	690	0.7116	0.4536	0.7116	0.8435
0.3618	16.8780	692	0.7345	0.5059	0.7345	0.8570
0.3618	16.9268	694	0.7803	0.4874	0.7803	0.8833
0.3618	16.9756	696	0.8325	0.4729	0.8325	0.9124
0.3618	17.0244	698	0.8036	0.4966	0.8036	0.8965
0.3618	17.0732	700	0.7253	0.5495	0.7253	0.8516
0.3618	17.1220	702	0.6474	0.5275	0.6474	0.8046
0.3618	17.1707	704	0.6214	0.4356	0.6214	0.7883
0.3618	17.2195	706	0.6289	0.5223	0.6289	0.7930
0.3618	17.2683	708	0.7079	0.5173	0.7079	0.8414
0.3618	17.3171	710	0.7557	0.4721	0.7557	0.8693
0.3618	17.3659	712	0.7313	0.5584	0.7313	0.8551
0.3618	17.4146	714	0.6754	0.5598	0.6754	0.8218
0.3618	17.4634	716	0.6063	0.5307	0.6063	0.7786
0.3618	17.5122	718	0.5892	0.5786	0.5892	0.7676
0.3618	17.5610	720	0.6002	0.5911	0.6002	0.7748
0.3618	17.6098	722	0.6085	0.5653	0.6085	0.7801
0.3618	17.6585	724	0.6095	0.5551	0.6095	0.7807
0.3618	17.7073	726	0.6128	0.5973	0.6128	0.7828
0.3618	17.7561	728	0.6195	0.5423	0.6195	0.7871
0.3618	17.8049	730	0.6148	0.5487	0.6148	0.7841
0.3618	17.8537	732	0.6182	0.5749	0.6182	0.7863
0.3618	17.9024	734	0.6287	0.6088	0.6287	0.7929
0.3618	17.9512	736	0.6310	0.5921	0.6310	0.7944
0.3618	18.0	738	0.6273	0.6141	0.6273	0.7920
0.3618	18.0488	740	0.6160	0.5412	0.6160	0.7849
0.3618	18.0976	742	0.6202	0.5319	0.6202	0.7875
0.3618	18.1463	744	0.6108	0.5546	0.6108	0.7816
0.3618	18.1951	746	0.6105	0.5863	0.6105	0.7814
0.3618	18.2439	748	0.6085	0.5751	0.6085	0.7801
0.3618	18.2927	750	0.6233	0.5751	0.6233	0.7895
0.3618	18.3415	752	0.6128	0.5751	0.6128	0.7828
0.3618	18.3902	754	0.6088	0.4987	0.6088	0.7803
0.3618	18.4390	756	0.6276	0.5134	0.6276	0.7922
0.3618	18.4878	758	0.6551	0.5688	0.6551	0.8094
0.3618	18.5366	760	0.7051	0.5007	0.7051	0.8397
0.3618	18.5854	762	0.6884	0.5484	0.6884	0.8297
0.3618	18.6341	764	0.6304	0.5368	0.6304	0.7940
0.3618	18.6829	766	0.5844	0.4837	0.5844	0.7645
0.3618	18.7317	768	0.5800	0.4929	0.5800	0.7616
0.3618	18.7805	770	0.5810	0.4816	0.5810	0.7622
0.3618	18.8293	772	0.5987	0.5342	0.5987	0.7738
0.3618	18.8780	774	0.6394	0.4904	0.6394	0.7996
0.3618	18.9268	776	0.6553	0.5204	0.6553	0.8095
0.3618	18.9756	778	0.6053	0.4920	0.6053	0.7780
0.3618	19.0244	780	0.5741	0.5567	0.5741	0.7577
0.3618	19.0732	782	0.5842	0.4742	0.5842	0.7643
0.3618	19.1220	784	0.5825	0.4678	0.5825	0.7632
0.3618	19.1707	786	0.5748	0.4484	0.5748	0.7581
0.3618	19.2195	788	0.5796	0.4591	0.5796	0.7613
0.3618	19.2683	790	0.6124	0.5357	0.6124	0.7826
0.3618	19.3171	792	0.6470	0.5259	0.6470	0.8044
0.3618	19.3659	794	0.6525	0.5455	0.6525	0.8078
0.3618	19.4146	796	0.6297	0.4845	0.6297	0.7935
0.3618	19.4634	798	0.6067	0.4684	0.6067	0.7789
0.3618	19.5122	800	0.5900	0.4229	0.5900	0.7681
0.3618	19.5610	802	0.5845	0.4276	0.5845	0.7645
0.3618	19.6098	804	0.5840	0.4423	0.5840	0.7642
0.3618	19.6585	806	0.5895	0.4678	0.5895	0.7678
0.3618	19.7073	808	0.5885	0.4575	0.5885	0.7671
0.3618	19.7561	810	0.5994	0.5195	0.5994	0.7742
0.3618	19.8049	812	0.6203	0.5237	0.6203	0.7876
0.3618	19.8537	814	0.6443	0.4997	0.6443	0.8027
0.3618	19.9024	816	0.6258	0.4925	0.6258	0.7911
0.3618	19.9512	818	0.6026	0.4684	0.6026	0.7762
0.3618	20.0	820	0.5978	0.4684	0.5978	0.7732
0.3618	20.0488	822	0.6175	0.4684	0.6175	0.7858
0.3618	20.0976	824	0.6214	0.4684	0.6214	0.7883
0.3618	20.1463	826	0.6205	0.4684	0.6205	0.7877
0.3618	20.1951	828	0.6308	0.4684	0.6308	0.7942
0.3618	20.2439	830	0.6597	0.4764	0.6597	0.8122
0.3618	20.2927	832	0.7025	0.4940	0.7025	0.8381
0.3618	20.3415	834	0.7014	0.4940	0.7014	0.8375
0.3618	20.3902	836	0.6882	0.5231	0.6882	0.8296
0.3618	20.4390	838	0.6613	0.5605	0.6613	0.8132
0.3618	20.4878	840	0.6483	0.5426	0.6483	0.8052
0.3618	20.5366	842	0.6507	0.5123	0.6507	0.8066
0.3618	20.5854	844	0.6399	0.5123	0.6399	0.8000
0.3618	20.6341	846	0.6310	0.5123	0.6310	0.7944
0.3618	20.6829	848	0.6243	0.5123	0.6243	0.7901
0.3618	20.7317	850	0.6128	0.5426	0.6128	0.7828
0.3618	20.7805	852	0.6102	0.5157	0.6102	0.7812
0.3618	20.8293	854	0.6238	0.5261	0.6238	0.7898
0.3618	20.8780	856	0.6435	0.4646	0.6435	0.8022
0.3618	20.9268	858	0.6570	0.4767	0.6570	0.8106
0.3618	20.9756	860	0.6568	0.4912	0.6568	0.8105
0.3618	21.0244	862	0.6518	0.4847	0.6518	0.8073
0.3618	21.0732	864	0.6357	0.4856	0.6357	0.7973
0.3618	21.1220	866	0.6242	0.4856	0.6242	0.7901
0.3618	21.1707	868	0.6149	0.4838	0.6149	0.7842
0.3618	21.2195	870	0.6177	0.4504	0.6177	0.7859
0.3618	21.2683	872	0.6364	0.4504	0.6364	0.7977
0.3618	21.3171	874	0.6552	0.4260	0.6552	0.8094
0.3618	21.3659	876	0.6556	0.4260	0.6556	0.8097
0.3618	21.4146	878	0.6505	0.4157	0.6505	0.8065
0.3618	21.4634	880	0.6427	0.4179	0.6427	0.8017
0.3618	21.5122	882	0.6348	0.4576	0.6348	0.7967
0.3618	21.5610	884	0.6282	0.3426	0.6282	0.7926
0.3618	21.6098	886	0.6265	0.3702	0.6265	0.7915
0.3618	21.6585	888	0.6375	0.4514	0.6375	0.7984
0.3618	21.7073	890	0.6546	0.4413	0.6546	0.8091
0.3618	21.7561	892	0.6755	0.4081	0.6755	0.8219
0.3618	21.8049	894	0.7051	0.5063	0.7051	0.8397
0.3618	21.8537	896	0.7576	0.4870	0.7576	0.8704
0.3618	21.9024	898	0.7395	0.4947	0.7395	0.8599
0.3618	21.9512	900	0.6822	0.4272	0.6822	0.8260
0.3618	22.0	902	0.6461	0.3867	0.6461	0.8038
0.3618	22.0488	904	0.6335	0.3196	0.6335	0.7959
0.3618	22.0976	906	0.6317	0.3196	0.6317	0.7948
0.3618	22.1463	908	0.6451	0.3355	0.6451	0.8032

Framework versions

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