ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task5_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: 0.8814
• Qwk: 0.2965
• Mse: 0.8814
• Rmse: 0.9388

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	0.0267	2	4.3239	-0.0243	4.3239	2.0794
No log	0.0533	4	2.2916	-0.0111	2.2916	1.5138
No log	0.08	6	1.3000	0.1176	1.3000	1.1402
No log	0.1067	8	1.0851	0.1657	1.0851	1.0417
No log	0.1333	10	1.1244	0.1532	1.1244	1.0604
No log	0.16	12	1.3741	0.0385	1.3741	1.1722
No log	0.1867	14	1.7546	0.0532	1.7546	1.3246
No log	0.2133	16	1.2842	0.1030	1.2842	1.1332
No log	0.24	18	1.0619	0.2005	1.0619	1.0305
No log	0.2667	20	1.0397	0.1573	1.0397	1.0197
No log	0.2933	22	1.4923	0.1535	1.4923	1.2216
No log	0.32	24	2.5669	0.0546	2.5669	1.6022
No log	0.3467	26	2.4965	0.0546	2.4965	1.5800
No log	0.3733	28	1.7862	0.0931	1.7862	1.3365
No log	0.4	30	1.0339	0.2318	1.0339	1.0168
No log	0.4267	32	0.9511	0.2835	0.9511	0.9753
No log	0.4533	34	1.0049	0.2145	1.0049	1.0024
No log	0.48	36	1.1827	0.1261	1.1827	1.0875
No log	0.5067	38	1.4040	0.0399	1.4040	1.1849
No log	0.5333	40	1.6532	0.0983	1.6532	1.2858
No log	0.56	42	1.6441	0.1179	1.6441	1.2822
No log	0.5867	44	1.3094	0.1863	1.3094	1.1443
No log	0.6133	46	1.1410	0.0938	1.1410	1.0682
No log	0.64	48	1.0752	0.0880	1.0752	1.0369
No log	0.6667	50	1.0521	0.1658	1.0521	1.0257
No log	0.6933	52	1.1739	0.1693	1.1739	1.0835
No log	0.72	54	1.2531	0.1952	1.2531	1.1194
No log	0.7467	56	1.3426	0.1817	1.3426	1.1587
No log	0.7733	58	1.6906	0.1154	1.6906	1.3002
No log	0.8	60	1.8026	0.1216	1.8026	1.3426
No log	0.8267	62	1.5517	0.1649	1.5517	1.2457
No log	0.8533	64	1.1246	0.3317	1.1246	1.0605
No log	0.88	66	0.9758	0.2695	0.9758	0.9878
No log	0.9067	68	1.0119	0.2671	1.0119	1.0059
No log	0.9333	70	1.0211	0.3430	1.0211	1.0105
No log	0.96	72	1.0447	0.3638	1.0447	1.0221
No log	0.9867	74	1.2566	0.2881	1.2566	1.1210
No log	1.0133	76	1.6933	0.1969	1.6933	1.3013
No log	1.04	78	1.5978	0.2243	1.5978	1.2641
No log	1.0667	80	1.2015	0.3343	1.2015	1.0961
No log	1.0933	82	0.9608	0.3536	0.9608	0.9802
No log	1.12	84	0.9697	0.3631	0.9697	0.9847
No log	1.1467	86	0.9624	0.3753	0.9624	0.9810
No log	1.1733	88	0.9862	0.4031	0.9862	0.9931
No log	1.2	90	1.0817	0.3225	1.0817	1.0400
No log	1.2267	92	1.0719	0.3669	1.0719	1.0353
No log	1.2533	94	1.0261	0.3651	1.0261	1.0130
No log	1.28	96	1.0125	0.2836	1.0125	1.0062
No log	1.3067	98	1.0837	0.2870	1.0837	1.0410
No log	1.3333	100	0.9976	0.3583	0.9976	0.9988
No log	1.3600	102	1.0313	0.3363	1.0313	1.0155
No log	1.3867	104	1.1134	0.3141	1.1134	1.0552
No log	1.4133	106	1.0824	0.2864	1.0824	1.0404
No log	1.44	108	0.9867	0.3427	0.9867	0.9933
No log	1.4667	110	1.1085	0.2991	1.1085	1.0528
No log	1.4933	112	1.2469	0.3336	1.2469	1.1167
No log	1.52	114	1.2478	0.2233	1.2478	1.1171
No log	1.5467	116	1.1687	0.3546	1.1687	1.0811
No log	1.5733	118	1.1900	0.2759	1.1900	1.0909
No log	1.6	120	1.2703	0.2007	1.2703	1.1271
No log	1.6267	122	1.1628	0.2911	1.1628	1.0783
No log	1.6533	124	1.1078	0.3198	1.1078	1.0525
No log	1.6800	126	1.1436	0.3371	1.1436	1.0694
No log	1.7067	128	1.0958	0.3472	1.0958	1.0468
No log	1.7333	130	0.9926	0.3327	0.9926	0.9963
No log	1.76	132	1.0105	0.3059	1.0105	1.0052
No log	1.7867	134	1.0293	0.3216	1.0293	1.0146
No log	1.8133	136	0.9587	0.2739	0.9587	0.9791
No log	1.8400	138	0.9194	0.3335	0.9194	0.9588
No log	1.8667	140	0.9159	0.3435	0.9159	0.9570
No log	1.8933	142	0.9292	0.3314	0.9292	0.9639
No log	1.92	144	0.9471	0.3435	0.9471	0.9732
No log	1.9467	146	0.9898	0.3994	0.9898	0.9949
No log	1.9733	148	1.0388	0.3644	1.0388	1.0192
No log	2.0	150	0.9951	0.4537	0.9951	0.9975
No log	2.0267	152	0.9878	0.3418	0.9878	0.9939
No log	2.0533	154	0.9901	0.4407	0.9901	0.9950
No log	2.08	156	1.0038	0.4158	1.0038	1.0019
No log	2.1067	158	0.9724	0.4145	0.9724	0.9861
No log	2.1333	160	0.9639	0.3800	0.9639	0.9818
No log	2.16	162	0.9734	0.3457	0.9734	0.9866
No log	2.1867	164	0.9498	0.3800	0.9498	0.9746
No log	2.2133	166	0.9392	0.3622	0.9392	0.9691
No log	2.24	168	0.9845	0.2432	0.9845	0.9922
No log	2.2667	170	1.0965	0.2564	1.0965	1.0472
No log	2.2933	172	1.0416	0.2873	1.0416	1.0206
No log	2.32	174	0.9318	0.3314	0.9318	0.9653
No log	2.3467	176	1.0079	0.2507	1.0079	1.0040
No log	2.3733	178	1.0386	0.3163	1.0386	1.0191
No log	2.4	180	0.9640	0.2127	0.9640	0.9818
No log	2.4267	182	0.9376	0.3994	0.9376	0.9683
No log	2.4533	184	0.9691	0.3609	0.9691	0.9844
No log	2.48	186	0.9665	0.3559	0.9665	0.9831
No log	2.5067	188	0.9734	0.3275	0.9734	0.9866
No log	2.5333	190	1.0501	0.3045	1.0501	1.0247
No log	2.56	192	1.1152	0.4303	1.1152	1.0560
No log	2.5867	194	1.0107	0.2735	1.0107	1.0053
No log	2.6133	196	0.9400	0.2818	0.9400	0.9695
No log	2.64	198	0.9395	0.2365	0.9395	0.9693
No log	2.6667	200	0.9279	0.2794	0.9279	0.9633
No log	2.6933	202	0.9148	0.2083	0.9148	0.9565
No log	2.7200	204	0.9086	0.2879	0.9086	0.9532
No log	2.7467	206	0.9005	0.3304	0.9005	0.9489
No log	2.7733	208	0.8913	0.3860	0.8913	0.9441
No log	2.8	210	0.9126	0.3958	0.9126	0.9553
No log	2.8267	212	0.9019	0.3940	0.9019	0.9497
No log	2.8533	214	0.8771	0.3112	0.8771	0.9365
No log	2.88	216	0.8776	0.3112	0.8776	0.9368
No log	2.9067	218	0.8846	0.3236	0.8846	0.9405
No log	2.9333	220	0.8794	0.3236	0.8794	0.9377
No log	2.96	222	0.8746	0.3236	0.8746	0.9352
No log	2.9867	224	0.8679	0.3236	0.8679	0.9316
No log	3.0133	226	0.8628	0.3821	0.8628	0.9288
No log	3.04	228	0.8630	0.4244	0.8630	0.9290
No log	3.0667	230	0.8765	0.3879	0.8765	0.9362
No log	3.0933	232	0.8749	0.3427	0.8749	0.9353
No log	3.12	234	0.8948	0.3860	0.8948	0.9459
No log	3.1467	236	1.0241	0.3363	1.0241	1.0120
No log	3.1733	238	1.1346	0.2457	1.1346	1.0652
No log	3.2	240	1.0820	0.2457	1.0820	1.0402
No log	3.2267	242	0.9546	0.3250	0.9546	0.9770
No log	3.2533	244	0.8944	0.2988	0.8944	0.9457
No log	3.2800	246	0.9116	0.3525	0.9116	0.9548
No log	3.3067	248	0.9035	0.3760	0.9035	0.9505
No log	3.3333	250	0.9181	0.3536	0.9181	0.9582
No log	3.36	252	0.9262	0.3393	0.9262	0.9624
No log	3.3867	254	0.8961	0.3536	0.8961	0.9466
No log	3.4133	256	0.8786	0.3603	0.8786	0.9373
No log	3.44	258	0.8819	0.3678	0.8819	0.9391
No log	3.4667	260	0.9190	0.3250	0.9190	0.9587
No log	3.4933	262	1.0197	0.3210	1.0197	1.0098
No log	3.52	264	1.0549	0.3565	1.0549	1.0271
No log	3.5467	266	1.0554	0.3519	1.0554	1.0273
No log	3.5733	268	0.9871	0.3584	0.9871	0.9935
No log	3.6	270	0.8974	0.3167	0.8974	0.9473
No log	3.6267	272	0.8770	0.3702	0.8770	0.9365
No log	3.6533	274	0.9542	0.3710	0.9542	0.9768
No log	3.68	276	1.0830	0.4439	1.0830	1.0407
No log	3.7067	278	1.0605	0.4202	1.0605	1.0298
No log	3.7333	280	0.9953	0.3785	0.9953	0.9977
No log	3.76	282	1.0673	0.4192	1.0673	1.0331
No log	3.7867	284	1.1684	0.3780	1.1684	1.0809
No log	3.8133	286	1.1315	0.3761	1.1315	1.0637
No log	3.84	288	1.1718	0.3300	1.1718	1.0825
No log	3.8667	290	1.3029	0.2620	1.3029	1.1415
No log	3.8933	292	1.2630	0.3396	1.2630	1.1239
No log	3.92	294	1.1038	0.3003	1.1038	1.0506
No log	3.9467	296	0.9783	0.3702	0.9783	0.9891
No log	3.9733	298	0.9540	0.3194	0.9540	0.9767
No log	4.0	300	0.9516	0.3414	0.9516	0.9755
No log	4.0267	302	0.9777	0.2674	0.9777	0.9888
No log	4.0533	304	1.0098	0.2599	1.0098	1.0049
No log	4.08	306	1.0245	0.2918	1.0245	1.0122
No log	4.1067	308	0.9661	0.3710	0.9661	0.9829
No log	4.1333	310	0.9200	0.3112	0.9200	0.9592
No log	4.16	312	0.9173	0.3474	0.9173	0.9578
No log	4.1867	314	0.9715	0.3278	0.9715	0.9857
No log	4.2133	316	1.0148	0.4078	1.0148	1.0074
No log	4.24	318	0.9483	0.4085	0.9483	0.9738
No log	4.2667	320	0.8896	0.3976	0.8896	0.9432
No log	4.2933	322	0.8667	0.3377	0.8667	0.9310
No log	4.32	324	0.8699	0.3397	0.8699	0.9327
No log	4.3467	326	0.8655	0.4401	0.8655	0.9303
No log	4.3733	328	0.9673	0.4334	0.9673	0.9835
No log	4.4	330	1.0160	0.3717	1.0160	1.0080
No log	4.4267	332	0.9438	0.3957	0.9438	0.9715
No log	4.4533	334	0.8665	0.3878	0.8665	0.9309
No log	4.48	336	0.9192	0.3552	0.9192	0.9587
No log	4.5067	338	1.0736	0.3444	1.0736	1.0362
No log	4.5333	340	1.0772	0.3444	1.0772	1.0379
No log	4.5600	342	0.9214	0.3377	0.9214	0.9599
No log	4.5867	344	0.8328	0.4128	0.8328	0.9126
No log	4.6133	346	0.9590	0.4455	0.9590	0.9793
No log	4.64	348	1.0686	0.3075	1.0686	1.0338
No log	4.6667	350	1.0152	0.3041	1.0152	1.0076
No log	4.6933	352	0.8866	0.3736	0.8866	0.9416
No log	4.72	354	0.8371	0.3837	0.8371	0.9149
No log	4.7467	356	0.8629	0.4161	0.8629	0.9289
No log	4.7733	358	0.8635	0.4038	0.8635	0.9293
No log	4.8	360	0.8274	0.4	0.8274	0.9096
No log	4.8267	362	0.8467	0.4220	0.8467	0.9202
No log	4.8533	364	0.8951	0.3957	0.8951	0.9461
No log	4.88	366	0.9498	0.4318	0.9498	0.9746
No log	4.9067	368	0.9407	0.3229	0.9407	0.9699
No log	4.9333	370	0.8958	0.3372	0.8958	0.9465
No log	4.96	372	0.8846	0.3372	0.8846	0.9405
No log	4.9867	374	0.8681	0.3236	0.8681	0.9317
No log	5.0133	376	0.8721	0.3393	0.8721	0.9338
No log	5.04	378	0.9019	0.3372	0.9019	0.9497
No log	5.0667	380	0.9791	0.3383	0.9791	0.9895
No log	5.0933	382	1.0208	0.3531	1.0208	1.0104
No log	5.12	384	0.9738	0.3668	0.9738	0.9868
No log	5.1467	386	0.8924	0.2963	0.8924	0.9447
No log	5.1733	388	0.8469	0.3658	0.8469	0.9203
No log	5.2	390	0.8293	0.4388	0.8293	0.9106
No log	5.2267	392	0.8305	0.4186	0.8305	0.9113
No log	5.2533	394	0.8248	0.4251	0.8248	0.9082
No log	5.28	396	0.8353	0.3799	0.8353	0.9139
No log	5.3067	398	0.8615	0.3515	0.8615	0.9282
No log	5.3333	400	0.8351	0.3658	0.8351	0.9138
No log	5.36	402	0.8573	0.3515	0.8573	0.9259
No log	5.3867	404	0.8501	0.3658	0.8501	0.9220
No log	5.4133	406	0.8148	0.3569	0.8148	0.9026
No log	5.44	408	0.8264	0.4868	0.8264	0.9091
No log	5.4667	410	0.8255	0.4998	0.8255	0.9086
No log	5.4933	412	0.7893	0.3998	0.7893	0.8884
No log	5.52	414	0.8340	0.4353	0.8340	0.9132
No log	5.5467	416	0.9668	0.4455	0.9668	0.9832
No log	5.5733	418	1.0335	0.3278	1.0335	1.0166
No log	5.6	420	0.9737	0.2963	0.9737	0.9868
No log	5.6267	422	0.8850	0.3658	0.8850	0.9408
No log	5.6533	424	0.8272	0.4101	0.8272	0.9095
No log	5.68	426	0.8322	0.4054	0.8322	0.9123
No log	5.7067	428	0.8522	0.4982	0.8522	0.9232
No log	5.7333	430	0.8233	0.4439	0.8233	0.9074
No log	5.76	432	0.8114	0.4241	0.8114	0.9008
No log	5.7867	434	0.8401	0.3819	0.8401	0.9166
No log	5.8133	436	0.8980	0.3192	0.8980	0.9476
No log	5.84	438	0.8748	0.3631	0.8748	0.9353
No log	5.8667	440	0.8471	0.3774	0.8471	0.9204
No log	5.8933	442	0.8526	0.4019	0.8526	0.9233
No log	5.92	444	0.8301	0.4019	0.8301	0.9111
No log	5.9467	446	0.8065	0.4101	0.8065	0.8981
No log	5.9733	448	0.8681	0.3563	0.8681	0.9317
No log	6.0	450	0.9039	0.3802	0.9039	0.9507
No log	6.0267	452	0.9500	0.2963	0.9500	0.9747
No log	6.0533	454	0.9486	0.2963	0.9486	0.9740
No log	6.08	456	0.9158	0.3372	0.9158	0.9570
No log	6.1067	458	0.8852	0.3250	0.8852	0.9408
No log	6.1333	460	0.8516	0.3272	0.8516	0.9228
No log	6.16	462	0.8512	0.3272	0.8512	0.9226
No log	6.1867	464	0.8842	0.3663	0.8842	0.9403
No log	6.2133	466	0.9002	0.3902	0.9002	0.9488
No log	6.24	468	0.8693	0.4450	0.8693	0.9323
No log	6.2667	470	0.8189	0.3958	0.8189	0.9049
No log	6.2933	472	0.7806	0.4234	0.7806	0.8835
No log	6.32	474	0.7875	0.3960	0.7875	0.8874
No log	6.3467	476	0.7905	0.3960	0.7905	0.8891
No log	6.3733	478	0.8148	0.3941	0.8148	0.9027
No log	6.4	480	0.8372	0.3780	0.8372	0.9150
No log	6.4267	482	0.8313	0.4456	0.8313	0.9118
No log	6.4533	484	0.8351	0.4060	0.8351	0.9139
No log	6.48	486	0.8302	0.4456	0.8302	0.9112
No log	6.5067	488	0.8257	0.4478	0.8257	0.9087
No log	6.5333	490	0.8183	0.4507	0.8183	0.9046
No log	6.5600	492	0.8128	0.4507	0.8128	0.9016
No log	6.5867	494	0.8175	0.3837	0.8175	0.9042
No log	6.6133	496	0.8343	0.3673	0.8343	0.9134
No log	6.64	498	0.8637	0.3089	0.8637	0.9294
0.3129	6.6667	500	0.8697	0.3089	0.8697	0.9326
0.3129	6.6933	502	0.8515	0.3382	0.8515	0.9228
0.3129	6.72	504	0.8241	0.3817	0.8241	0.9078
0.3129	6.7467	506	0.8105	0.3837	0.8105	0.9003
0.3129	6.7733	508	0.7946	0.4269	0.7946	0.8914
0.3129	6.8	510	0.7997	0.4353	0.7997	0.8943
0.3129	6.8267	512	0.8378	0.4344	0.8378	0.9153
0.3129	6.8533	514	0.8413	0.3760	0.8413	0.9172
0.3129	6.88	516	0.8277	0.3902	0.8277	0.9098
0.3129	6.9067	518	0.8263	0.3797	0.8263	0.9090
0.3129	6.9333	520	0.8362	0.4124	0.8362	0.9144
0.3129	6.96	522	0.8383	0.4124	0.8383	0.9156
0.3129	6.9867	524	0.8330	0.3896	0.8330	0.9127
0.3129	7.0133	526	0.8036	0.4143	0.8036	0.8964
0.3129	7.04	528	0.8200	0.4082	0.8200	0.9055
0.3129	7.0667	530	0.8754	0.3515	0.8754	0.9357
0.3129	7.0933	532	0.8899	0.3515	0.8899	0.9434
0.3129	7.12	534	0.8329	0.3799	0.8329	0.9127
0.3129	7.1467	536	0.8219	0.3819	0.8219	0.9066
0.3129	7.1733	538	0.8250	0.3817	0.8250	0.9083
0.3129	7.2	540	0.8252	0.3817	0.8252	0.9084
0.3129	7.2267	542	0.8239	0.4	0.8239	0.9077
0.3129	7.2533	544	0.8244	0.4124	0.8244	0.9080
0.3129	7.28	546	0.8319	0.3528	0.8319	0.9121
0.3129	7.3067	548	0.8437	0.3799	0.8437	0.9185
0.3129	7.3333	550	0.8238	0.4241	0.8238	0.9076
0.3129	7.36	552	0.8113	0.4017	0.8113	0.9007
0.3129	7.3867	554	0.8592	0.3832	0.8592	0.9269
0.3129	7.4133	556	0.9096	0.3469	0.9096	0.9537
0.3129	7.44	558	0.9057	0.3590	0.9057	0.9517
0.3129	7.4667	560	0.9246	0.3469	0.9246	0.9616
0.3129	7.4933	562	0.8822	0.3691	0.8822	0.9393
0.3129	7.52	564	0.8451	0.3344	0.8451	0.9193
0.3129	7.5467	566	0.8218	0.4105	0.8218	0.9066
0.3129	7.5733	568	0.8084	0.4105	0.8084	0.8991
0.3129	7.6	570	0.8183	0.3673	0.8183	0.9046
0.3129	7.6267	572	0.8107	0.3673	0.8107	0.9004
0.3129	7.6533	574	0.8073	0.3673	0.8073	0.8985
0.3129	7.68	576	0.8083	0.4105	0.8083	0.8991
0.3129	7.7067	578	0.8085	0.4381	0.8085	0.8992
0.3129	7.7333	580	0.8144	0.3960	0.8144	0.9025
0.3129	7.76	582	0.8365	0.4361	0.8365	0.9146
0.3129	7.7867	584	0.8532	0.3976	0.8532	0.9237
0.3129	7.8133	586	0.8263	0.4494	0.8263	0.9090
0.3129	7.84	588	0.8062	0.3960	0.8062	0.8979
0.3129	7.8667	590	0.8066	0.3960	0.8066	0.8981
0.3129	7.8933	592	0.8024	0.3960	0.8024	0.8958
0.3129	7.92	594	0.8047	0.4234	0.8047	0.8971
0.3129	7.9467	596	0.8326	0.3702	0.8326	0.9125
0.3129	7.9733	598	0.8356	0.3702	0.8356	0.9141
0.3129	8.0	600	0.8658	0.3563	0.8658	0.9305
0.3129	8.0267	602	0.8746	0.3841	0.8746	0.9352
0.3129	8.0533	604	0.8817	0.3841	0.8817	0.9390
0.3129	8.08	606	0.8548	0.3702	0.8548	0.9246
0.3129	8.1067	608	0.8407	0.3819	0.8407	0.9169
0.3129	8.1333	610	0.8453	0.3960	0.8453	0.9194
0.3129	8.16	612	0.8544	0.3414	0.8544	0.9244
0.3129	8.1867	614	0.8737	0.3702	0.8737	0.9347
0.3129	8.2133	616	0.9080	0.3393	0.9080	0.9529
0.3129	8.24	618	0.9110	0.3393	0.9110	0.9544
0.3129	8.2667	620	0.8661	0.3272	0.8661	0.9306
0.3129	8.2933	622	0.8227	0.3194	0.8227	0.9070
0.3129	8.32	624	0.8177	0.3896	0.8177	0.9043
0.3129	8.3467	626	0.8220	0.4035	0.8220	0.9066
0.3129	8.3733	628	0.8214	0.3896	0.8214	0.9063
0.3129	8.4	630	0.8271	0.3737	0.8271	0.9095
0.3129	8.4267	632	0.8568	0.2965	0.8568	0.9257
0.3129	8.4533	634	0.8714	0.2965	0.8714	0.9335
0.3129	8.48	636	0.8955	0.2965	0.8955	0.9463
0.3129	8.5067	638	0.8662	0.2965	0.8662	0.9307
0.3129	8.5333	640	0.8362	0.3673	0.8362	0.9145
0.3129	8.56	642	0.8261	0.3446	0.8261	0.9089
0.3129	8.5867	644	0.8221	0.3979	0.8221	0.9067
0.3129	8.6133	646	0.8207	0.3960	0.8207	0.9059
0.3129	8.64	648	0.8165	0.3960	0.8165	0.9036
0.3129	8.6667	650	0.8137	0.4363	0.8137	0.9021
0.3129	8.6933	652	0.8115	0.4234	0.8115	0.9009
0.3129	8.72	654	0.8150	0.3960	0.8150	0.9028
0.3129	8.7467	656	0.8151	0.4234	0.8151	0.9028
0.3129	8.7733	658	0.8117	0.4101	0.8117	0.9009
0.3129	8.8	660	0.8426	0.4	0.8426	0.9179
0.3129	8.8267	662	0.8569	0.4	0.8569	0.9257
0.3129	8.8533	664	0.8267	0.4	0.8267	0.9092
0.3129	8.88	666	0.8123	0.3737	0.8123	0.9013
0.3129	8.9067	668	0.8208	0.4378	0.8208	0.9060
0.3129	8.9333	670	0.8754	0.4075	0.8754	0.9356
0.3129	8.96	672	0.8708	0.4075	0.8708	0.9332
0.3129	8.9867	674	0.8452	0.3959	0.8452	0.9194
0.3129	9.0133	676	0.8093	0.3596	0.8093	0.8996
0.3129	9.04	678	0.8038	0.3323	0.8038	0.8966
0.3129	9.0667	680	0.8044	0.3610	0.8044	0.8969
0.3129	9.0933	682	0.7978	0.3760	0.7978	0.8932
0.3129	9.12	684	0.8179	0.3721	0.8179	0.9044
0.3129	9.1467	686	0.8612	0.3921	0.8612	0.9280
0.3129	9.1733	688	0.8793	0.3902	0.8793	0.9377
0.3129	9.2	690	0.8616	0.3339	0.8616	0.9282
0.3129	9.2267	692	0.8474	0.3326	0.8474	0.9206
0.3129	9.2533	694	0.8267	0.3382	0.8267	0.9092
0.3129	9.28	696	0.8172	0.3382	0.8172	0.9040
0.3129	9.3067	698	0.8175	0.3528	0.8175	0.9041
0.3129	9.3333	700	0.8527	0.2965	0.8527	0.9234
0.3129	9.36	702	0.8851	0.3393	0.8851	0.9408
0.3129	9.3867	704	0.8811	0.3563	0.8811	0.9387
0.3129	9.4133	706	0.8657	0.3272	0.8657	0.9304
0.3129	9.44	708	0.8336	0.3678	0.8336	0.9130
0.3129	9.4667	710	0.8189	0.3819	0.8189	0.9049
0.3129	9.4933	712	0.8197	0.4097	0.8197	0.9054
0.3129	9.52	714	0.8228	0.4361	0.8228	0.9071
0.3129	9.5467	716	0.8389	0.4227	0.8389	0.9159
0.3129	9.5733	718	0.8736	0.3663	0.8736	0.9347
0.3129	9.6	720	0.8508	0.2897	0.8508	0.9224
0.3129	9.6267	722	0.8628	0.2897	0.8628	0.9289
0.3129	9.6533	724	0.9059	0.2873	0.9059	0.9518
0.3129	9.68	726	0.8965	0.3025	0.8965	0.9468
0.3129	9.7067	728	0.8592	0.3326	0.8592	0.9269
0.3129	9.7333	730	0.8076	0.3528	0.8076	0.8987
0.3129	9.76	732	0.7782	0.3979	0.7782	0.8822
0.3129	9.7867	734	0.7734	0.4511	0.7734	0.8794
0.3129	9.8133	736	0.7722	0.4511	0.7722	0.8788
0.3129	9.84	738	0.7866	0.4361	0.7866	0.8869
0.3129	9.8667	740	0.8345	0.4361	0.8345	0.9135
0.3129	9.8933	742	0.8850	0.4728	0.8850	0.9407
0.3129	9.92	744	0.9393	0.4584	0.9393	0.9692
0.3129	9.9467	746	0.9434	0.4584	0.9434	0.9713
0.3129	9.9733	748	0.9078	0.3563	0.9078	0.9528
0.3129	10.0	750	0.8921	0.3976	0.8921	0.9445
0.3129	10.0267	752	0.8705	0.4361	0.8705	0.9330
0.3129	10.0533	754	0.9017	0.3958	0.9017	0.9496
0.3129	10.08	756	0.9052	0.3958	0.9052	0.9514
0.3129	10.1067	758	0.8951	0.3958	0.8951	0.9461
0.3129	10.1333	760	0.8507	0.3702	0.8507	0.9223
0.3129	10.16	762	0.8027	0.3960	0.8027	0.8960
0.3129	10.1867	764	0.7984	0.3673	0.7984	0.8935
0.3129	10.2133	766	0.8031	0.3673	0.8031	0.8962
0.3129	10.24	768	0.8252	0.4234	0.8252	0.9084
0.3129	10.2667	770	0.8823	0.3959	0.8823	0.9393
0.3129	10.2933	772	0.9267	0.3802	0.9267	0.9627
0.3129	10.32	774	0.9765	0.4450	0.9765	0.9882
0.3129	10.3467	776	0.9673	0.3939	0.9673	0.9835
0.3129	10.3733	778	0.9113	0.3922	0.9113	0.9546
0.3129	10.4	780	0.8706	0.3799	0.8706	0.9331
0.3129	10.4267	782	0.8658	0.3506	0.8658	0.9305
0.3129	10.4533	784	0.8510	0.3382	0.8510	0.9225
0.3129	10.48	786	0.8598	0.3678	0.8598	0.9273
0.3129	10.5067	788	0.8793	0.3922	0.8793	0.9377
0.3129	10.5333	790	0.8600	0.3799	0.8600	0.9274
0.3129	10.56	792	0.8083	0.3556	0.8083	0.8991
0.3129	10.5867	794	0.7972	0.3556	0.7972	0.8928
0.3129	10.6133	796	0.7972	0.3556	0.7972	0.8929
0.3129	10.64	798	0.7830	0.3697	0.7830	0.8849
0.3129	10.6667	800	0.7727	0.3425	0.7727	0.8790
0.3129	10.6933	802	0.7797	0.3314	0.7797	0.8830
0.3129	10.72	804	0.8125	0.3959	0.8125	0.9014
0.3129	10.7467	806	0.8398	0.4713	0.8398	0.9164
0.3129	10.7733	808	0.8213	0.3959	0.8213	0.9063
0.3129	10.8	810	0.7828	0.3996	0.7828	0.8848
0.3129	10.8267	812	0.7764	0.3996	0.7764	0.8811
0.3129	10.8533	814	0.7903	0.3603	0.7903	0.8890
0.3129	10.88	816	0.8262	0.4078	0.8262	0.9089
0.3129	10.9067	818	0.8420	0.4078	0.8420	0.9176
0.3129	10.9333	820	0.8296	0.3721	0.8296	0.9108
0.3129	10.96	822	0.7999	0.3485	0.7999	0.8944
0.3129	10.9867	824	0.8022	0.2888	0.8022	0.8956
0.3129	11.0133	826	0.8054	0.2888	0.8054	0.8974
0.3129	11.04	828	0.8139	0.2888	0.8139	0.9022
0.3129	11.0667	830	0.8276	0.3011	0.8276	0.9097
0.3129	11.0933	832	0.8284	0.3721	0.8284	0.9102
0.3129	11.12	834	0.8184	0.3721	0.8184	0.9047
0.3129	11.1467	836	0.8180	0.4097	0.8180	0.9044
0.3129	11.1733	838	0.8303	0.4478	0.8303	0.9112
0.3129	11.2	840	0.8444	0.4478	0.8444	0.9189
0.3129	11.2267	842	0.8710	0.4344	0.8710	0.9333
0.3129	11.2533	844	0.8781	0.4078	0.8781	0.9371
0.3129	11.28	846	0.8777	0.3799	0.8777	0.9369
0.3129	11.3067	848	0.8532	0.3678	0.8532	0.9237
0.3129	11.3333	850	0.8498	0.3819	0.8498	0.9218
0.3129	11.36	852	0.8623	0.3819	0.8623	0.9286
0.3129	11.3867	854	0.8646	0.3819	0.8646	0.9298
0.3129	11.4133	856	0.8681	0.3678	0.8681	0.9317
0.3129	11.44	858	0.8657	0.3819	0.8657	0.9304
0.3129	11.4667	860	0.8670	0.3414	0.8670	0.9311
0.3129	11.4933	862	0.8788	0.3393	0.8788	0.9375
0.3129	11.52	864	0.8892	0.4209	0.8892	0.9430
0.3129	11.5467	866	0.8935	0.4093	0.8935	0.9453
0.3129	11.5733	868	0.9011	0.4209	0.9011	0.9493
0.3129	11.6	870	0.8644	0.4612	0.8644	0.9297
0.3129	11.6267	872	0.8335	0.4234	0.8335	0.9130
0.3129	11.6533	874	0.8212	0.3622	0.8212	0.9062
0.3129	11.68	876	0.8148	0.3178	0.8148	0.9027
0.3129	11.7067	878	0.8213	0.3323	0.8213	0.9062
0.3129	11.7333	880	0.8333	0.3576	0.8333	0.9128
0.3129	11.76	882	0.8379	0.3859	0.8379	0.9154
0.3129	11.7867	884	0.8289	0.3576	0.8289	0.9105
0.3129	11.8133	886	0.8235	0.3335	0.8235	0.9075
0.3129	11.84	888	0.8217	0.3200	0.8217	0.9065
0.3129	11.8667	890	0.8163	0.3200	0.8163	0.9035
0.3129	11.8933	892	0.8096	0.3200	0.8096	0.8998
0.3129	11.92	894	0.8172	0.3616	0.8172	0.9040
0.3129	11.9467	896	0.8372	0.3335	0.8372	0.9150
0.3129	11.9733	898	0.8633	0.3721	0.8633	0.9291
0.3129	12.0	900	0.8825	0.4097	0.8825	0.9394
0.3129	12.0267	902	0.9195	0.4093	0.9195	0.9589
0.3129	12.0533	904	0.9294	0.4093	0.9294	0.9641
0.3129	12.08	906	0.8689	0.4097	0.8689	0.9321
0.3129	12.1067	908	0.8164	0.3033	0.8164	0.9036
0.3129	12.1333	910	0.8240	0.4312	0.8240	0.9077
0.3129	12.16	912	0.8402	0.4588	0.8402	0.9166
0.3129	12.1867	914	0.8215	0.4312	0.8215	0.9064
0.3129	12.2133	916	0.8254	0.3033	0.8254	0.9085
0.3129	12.24	918	0.8682	0.3528	0.8682	0.9318
0.3129	12.2667	920	0.9391	0.3424	0.9391	0.9691
0.3129	12.2933	922	0.9906	0.3804	0.9906	0.9953
0.3129	12.32	924	0.9784	0.3763	0.9784	0.9891
0.3129	12.3467	926	0.9952	0.3063	0.9952	0.9976
0.3129	12.3733	928	1.0092	0.3243	1.0092	1.0046
0.3129	12.4	930	1.0024	0.2941	1.0024	1.0012
0.3129	12.4267	932	1.0045	0.2941	1.0045	1.0023
0.3129	12.4533	934	1.0115	0.3243	1.0115	1.0057
0.3129	12.48	936	0.9855	0.3243	0.9855	0.9927
0.3129	12.5067	938	0.9358	0.3372	0.9358	0.9674
0.3129	12.5333	940	0.8986	0.3048	0.8986	0.9479
0.3129	12.56	942	0.8780	0.3476	0.8780	0.9370
0.3129	12.5867	944	0.8702	0.3476	0.8702	0.9329
0.3129	12.6133	946	0.8722	0.3476	0.8722	0.9339
0.3129	12.64	948	0.8866	0.3048	0.8866	0.9416
0.3129	12.6667	950	0.9178	0.2897	0.9178	0.9580
0.3129	12.6933	952	0.9273	0.2897	0.9273	0.9630
0.3129	12.72	954	0.8834	0.3048	0.8834	0.9399
0.3129	12.7467	956	0.8533	0.3476	0.8533	0.9237
0.3129	12.7733	958	0.8295	0.3625	0.8295	0.9108
0.3129	12.8	960	0.8224	0.3156	0.8224	0.9069
0.3129	12.8267	962	0.8194	0.3156	0.8194	0.9052
0.3129	12.8533	964	0.8177	0.3156	0.8177	0.9043
0.3129	12.88	966	0.8254	0.3673	0.8254	0.9085
0.3129	12.9067	968	0.8502	0.3819	0.8502	0.9221
0.3129	12.9333	970	0.8727	0.3372	0.8727	0.9342
0.3129	12.96	972	0.8702	0.2897	0.8702	0.9328
0.3129	12.9867	974	0.8556	0.3625	0.8556	0.9250
0.3129	13.0133	976	0.8651	0.3370	0.8651	0.9301
0.3129	13.04	978	0.8639	0.3370	0.8639	0.9295
0.3129	13.0667	980	0.8441	0.3774	0.8441	0.9188
0.3129	13.0933	982	0.8329	0.3922	0.8329	0.9127
0.3129	13.12	984	0.8290	0.4204	0.8290	0.9105
0.3129	13.1467	986	0.8118	0.4234	0.8118	0.9010
0.3129	13.1733	988	0.7965	0.4234	0.7965	0.8925
0.3129	13.2	990	0.7985	0.4494	0.7985	0.8936
0.3129	13.2267	992	0.8005	0.4494	0.8005	0.8947
0.3129	13.2533	994	0.7932	0.4234	0.7932	0.8906
0.3129	13.28	996	0.7860	0.4234	0.7860	0.8866
0.3129	13.3067	998	0.7877	0.3590	0.7877	0.8875
0.063	13.3333	1000	0.7923	0.3837	0.7923	0.8901
0.063	13.36	1002	0.7898	0.4086	0.7898	0.8887
0.063	13.3867	1004	0.7973	0.3960	0.7973	0.8929
0.063	13.4133	1006	0.8192	0.3960	0.8192	0.9051
0.063	13.44	1008	0.8321	0.3922	0.8321	0.9122
0.063	13.4667	1010	0.8166	0.3922	0.8166	0.9037
0.063	13.4933	1012	0.8078	0.3922	0.8078	0.8988
0.063	13.52	1014	0.8099	0.3625	0.8099	0.9000
0.063	13.5467	1016	0.8108	0.3625	0.8108	0.9004
0.063	13.5733	1018	0.8132	0.3625	0.8132	0.9018
0.063	13.6	1020	0.8339	0.3922	0.8339	0.9132
0.063	13.6267	1022	0.8581	0.3922	0.8581	0.9263
0.063	13.6533	1024	0.8688	0.4063	0.8688	0.9321
0.063	13.68	1026	0.8788	0.4336	0.8788	0.9374
0.063	13.7067	1028	0.8668	0.4336	0.8668	0.9310
0.063	13.7333	1030	0.8386	0.4234	0.8386	0.9157
0.063	13.76	1032	0.8249	0.3673	0.8249	0.9082
0.063	13.7867	1034	0.8274	0.3673	0.8274	0.9096
0.063	13.8133	1036	0.8349	0.3673	0.8349	0.9137
0.063	13.84	1038	0.8596	0.3673	0.8596	0.9272
0.063	13.8667	1040	0.8814	0.2965	0.8814	0.9388

Framework versions

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