ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k16_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: 0.6875
• Qwk: 0.3548
• Mse: 0.6875
• Rmse: 0.8292

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	0.0247	2	3.1544	-0.0194	3.1544	1.7761
No log	0.0494	4	1.5179	0.0255	1.5179	1.2320
No log	0.0741	6	1.0327	0.0037	1.0327	1.0162
No log	0.0988	8	0.6612	0.1617	0.6612	0.8131
No log	0.1235	10	0.5881	0.1515	0.5881	0.7669
No log	0.1481	12	0.5881	0.0909	0.5881	0.7669
No log	0.1728	14	0.6097	0.1467	0.6097	0.7808
No log	0.1975	16	0.8345	0.1429	0.8345	0.9135
No log	0.2222	18	0.7068	0.2967	0.7068	0.8407
No log	0.2469	20	0.6427	-0.1014	0.6427	0.8017
No log	0.2716	22	0.8853	0.0175	0.8853	0.9409
No log	0.2963	24	0.9421	-0.0732	0.9421	0.9706
No log	0.3210	26	0.8510	-0.0794	0.8510	0.9225
No log	0.3457	28	0.7576	-0.1321	0.7576	0.8704
No log	0.3704	30	0.7567	0.0417	0.7567	0.8699
No log	0.3951	32	0.6598	0.1895	0.6598	0.8123
No log	0.4198	34	0.5956	0.0	0.5956	0.7718
No log	0.4444	36	0.5676	0.1220	0.5676	0.7534
No log	0.4691	38	0.5365	0.1220	0.5365	0.7325
No log	0.4938	40	0.7685	0.1111	0.7685	0.8766
No log	0.5185	42	1.2015	0.0345	1.2015	1.0962
No log	0.5432	44	1.2732	0.0	1.2732	1.1284
No log	0.5679	46	0.9944	0.0476	0.9944	0.9972
No log	0.5926	48	0.6368	0.1373	0.6368	0.7980
No log	0.6173	50	0.5967	-0.0081	0.5967	0.7725
No log	0.6420	52	0.6168	-0.0159	0.6168	0.7854
No log	0.6667	54	0.6132	0.1884	0.6132	0.7831
No log	0.6914	56	0.8328	0.1256	0.8328	0.9126
No log	0.7160	58	1.0483	0.0820	1.0483	1.0239
No log	0.7407	60	0.6710	0.1605	0.6710	0.8192
No log	0.7654	62	0.6272	0.0388	0.6272	0.7920
No log	0.7901	64	0.6011	0.0303	0.6011	0.7753
No log	0.8148	66	0.6128	0.2308	0.6128	0.7828
No log	0.8395	68	0.5924	0.1605	0.5924	0.7697
No log	0.8642	70	0.6307	0.2542	0.6307	0.7941
No log	0.8889	72	0.5779	0.1813	0.5779	0.7602
No log	0.9136	74	1.0759	0.1355	1.0759	1.0372
No log	0.9383	76	1.3082	0.0749	1.3082	1.1437
No log	0.9630	78	0.6881	0.3402	0.6881	0.8295
No log	0.9877	80	0.5568	0.2281	0.5568	0.7462
No log	1.0123	82	0.5653	0.2457	0.5653	0.7518
No log	1.0370	84	0.6164	0.2941	0.6164	0.7851
No log	1.0617	86	0.5439	0.3978	0.5439	0.7375
No log	1.0864	88	0.5913	0.2865	0.5913	0.7689
No log	1.1111	90	0.5477	0.4404	0.5477	0.7401
No log	1.1358	92	0.5532	0.4404	0.5532	0.7437
No log	1.1605	94	0.7976	0.2203	0.7976	0.8931
No log	1.1852	96	0.9228	0.2195	0.9228	0.9606
No log	1.2099	98	0.9989	0.2184	0.9989	0.9995
No log	1.2346	100	1.1781	0.1672	1.1781	1.0854
No log	1.2593	102	1.1261	0.2234	1.1261	1.0612
No log	1.2840	104	0.6309	0.2217	0.6309	0.7943
No log	1.3086	106	0.6166	0.2897	0.6166	0.7852
No log	1.3333	108	0.5930	0.4	0.5930	0.7700
No log	1.3580	110	0.5841	0.4455	0.5841	0.7643
No log	1.3827	112	0.8450	0.1790	0.8450	0.9192
No log	1.4074	114	0.8489	0.1790	0.8489	0.9214
No log	1.4321	116	0.6310	0.2626	0.6310	0.7944
No log	1.4568	118	0.6601	0.2609	0.6601	0.8124
No log	1.4815	120	0.8068	0.1852	0.8068	0.8982
No log	1.5062	122	0.7609	0.2157	0.7609	0.8723
No log	1.5309	124	0.7629	0.3363	0.7629	0.8734
No log	1.5556	126	0.6380	0.3623	0.6380	0.7987
No log	1.5802	128	0.8135	0.3846	0.8135	0.9019
No log	1.6049	130	1.5538	0.2000	1.5538	1.2465
No log	1.6296	132	1.3865	0.2416	1.3865	1.1775
No log	1.6543	134	0.8754	0.3171	0.8754	0.9356
No log	1.6790	136	0.8451	0.2258	0.8451	0.9193
No log	1.7037	138	0.6971	0.2621	0.6971	0.8349
No log	1.7284	140	0.5803	0.3191	0.5803	0.7618
No log	1.7531	142	0.6175	0.3706	0.6175	0.7858
No log	1.7778	144	0.6048	0.3730	0.6048	0.7777
No log	1.8025	146	0.9025	0.2195	0.9025	0.9500
No log	1.8272	148	0.7371	0.2830	0.7371	0.8586
No log	1.8519	150	0.6118	0.3267	0.6118	0.7822
No log	1.8765	152	1.0012	0.2688	1.0012	1.0006
No log	1.9012	154	1.1972	0.1852	1.1972	1.0942
No log	1.9259	156	0.7837	0.2838	0.7837	0.8852
No log	1.9506	158	0.5626	0.3730	0.5626	0.7501
No log	1.9753	160	0.5230	0.3333	0.5230	0.7232
No log	2.0	162	0.5824	0.3333	0.5824	0.7632
No log	2.0247	164	0.9368	0.3195	0.9368	0.9679
No log	2.0494	166	0.9094	0.2881	0.9094	0.9536
No log	2.0741	168	0.7061	0.2549	0.7061	0.8403
No log	2.0988	170	0.5409	0.2663	0.5409	0.7355
No log	2.1235	172	0.6195	0.2941	0.6195	0.7871
No log	2.1481	174	1.1863	0.1389	1.1863	1.0892
No log	2.1728	176	1.1856	0.1389	1.1856	1.0889
No log	2.1975	178	0.9083	0.2129	0.9083	0.9530
No log	2.2222	180	0.6249	0.2000	0.6249	0.7905
No log	2.2469	182	0.6398	0.2637	0.6398	0.7999
No log	2.2716	184	0.8222	0.3301	0.8222	0.9067
No log	2.2963	186	0.8404	0.2897	0.8404	0.9167
No log	2.3210	188	0.7484	0.2300	0.7484	0.8651
No log	2.3457	190	1.0177	0.2727	1.0177	1.0088
No log	2.3704	192	0.8972	0.3214	0.8972	0.9472
No log	2.3951	194	0.9394	0.3138	0.9394	0.9692
No log	2.4198	196	0.8286	0.3214	0.8286	0.9103
No log	2.4444	198	0.9845	0.2510	0.9845	0.9922
No log	2.4691	200	1.0711	0.2184	1.0711	1.0350
No log	2.4938	202	0.8574	0.1861	0.8574	0.9259
No log	2.5185	204	0.7978	0.1852	0.7978	0.8932
No log	2.5432	206	0.7424	0.2637	0.7424	0.8616
No log	2.5679	208	0.6805	0.25	0.6805	0.8249
No log	2.5926	210	0.6237	0.2994	0.6237	0.7897
No log	2.6173	212	0.5645	0.3118	0.5645	0.7513
No log	2.6420	214	0.6736	0.2917	0.6736	0.8207
No log	2.6667	216	1.1135	0.1888	1.1135	1.0552
No log	2.6914	218	0.9792	0.1601	0.9792	0.9896
No log	2.7160	220	0.6076	0.3035	0.6076	0.7795
No log	2.7407	222	0.6418	0.2487	0.6418	0.8011
No log	2.7654	224	1.1519	0.1628	1.1519	1.0733
No log	2.7901	226	1.3693	0.1153	1.3693	1.1702
No log	2.8148	228	0.8817	0.2618	0.8817	0.9390
No log	2.8395	230	0.5467	0.4033	0.5467	0.7394
No log	2.8642	232	0.5465	0.3797	0.5465	0.7392
No log	2.8889	234	0.6822	0.3427	0.6822	0.8259
No log	2.9136	236	0.8827	0.2269	0.8827	0.9395
No log	2.9383	238	0.7542	0.2233	0.7542	0.8685
No log	2.9630	240	0.5863	0.3149	0.5863	0.7657
No log	2.9877	242	0.5451	0.3023	0.5451	0.7383
No log	3.0123	244	0.6481	0.3131	0.6481	0.8050
No log	3.0370	246	0.9931	0.1937	0.9931	0.9965
No log	3.0617	248	0.9597	0.2605	0.9597	0.9797
No log	3.0864	250	0.9096	0.2281	0.9096	0.9537
No log	3.1111	252	0.7630	0.1691	0.7630	0.8735
No log	3.1358	254	0.9785	0.1613	0.9785	0.9892
No log	3.1605	256	0.9750	0.1554	0.9750	0.9874
No log	3.1852	258	0.7008	0.2821	0.7008	0.8372
No log	3.2099	260	0.7508	0.2549	0.7508	0.8665
No log	3.2346	262	0.9830	0.1937	0.9830	0.9915
No log	3.2593	264	1.1925	0.1373	1.1925	1.0920
No log	3.2840	266	1.0795	0.1351	1.0795	1.0390
No log	3.3086	268	0.7108	0.3641	0.7108	0.8431
No log	3.3333	270	0.6250	0.2670	0.6250	0.7906
No log	3.3580	272	0.6843	0.3951	0.6843	0.8272
No log	3.3827	274	0.8358	0.2531	0.8358	0.9142
No log	3.4074	276	0.6569	0.4010	0.6569	0.8105
No log	3.4321	278	0.5214	0.3913	0.5214	0.7221
No log	3.4568	280	0.5141	0.4033	0.5141	0.7170
No log	3.4815	282	0.6204	0.2965	0.6204	0.7877
No log	3.5062	284	0.9471	0.2253	0.9471	0.9732
No log	3.5309	286	0.9123	0.2581	0.9123	0.9551
No log	3.5556	288	0.6432	0.25	0.6432	0.8020
No log	3.5802	290	0.5350	0.2096	0.5350	0.7314
No log	3.6049	292	0.5477	0.2340	0.5477	0.7401
No log	3.6296	294	0.6615	0.24	0.6615	0.8133
No log	3.6543	296	0.7791	0.3480	0.7791	0.8827
No log	3.6790	298	0.6473	0.2300	0.6473	0.8045
No log	3.7037	300	0.6798	0.2157	0.6798	0.8245
No log	3.7284	302	1.0380	0.2109	1.0380	1.0188
No log	3.7531	304	1.1495	0.1383	1.1495	1.0721
No log	3.7778	306	0.8431	0.3388	0.8431	0.9182
No log	3.8025	308	0.6591	0.3333	0.6591	0.8119
No log	3.8272	310	0.6844	0.3016	0.6844	0.8273
No log	3.8519	312	0.6284	0.3089	0.6284	0.7927
No log	3.8765	314	0.5857	0.2941	0.5857	0.7653
No log	3.9012	316	0.5995	0.3052	0.5995	0.7743
No log	3.9259	318	0.6148	0.36	0.6148	0.7841
No log	3.9506	320	0.8715	0.2756	0.8715	0.9335
No log	3.9753	322	0.8235	0.3443	0.8235	0.9075
No log	4.0	324	0.5967	0.3498	0.5967	0.7725
No log	4.0247	326	0.5774	0.3905	0.5774	0.7599
No log	4.0494	328	0.6326	0.3433	0.6326	0.7954
No log	4.0741	330	0.8860	0.2263	0.8860	0.9413
No log	4.0988	332	0.9171	0.2253	0.9171	0.9576
No log	4.1235	334	0.6637	0.3706	0.6637	0.8146
No log	4.1481	336	0.5244	0.2542	0.5244	0.7242
No log	4.1728	338	0.5195	0.2093	0.5195	0.7208
No log	4.1975	340	0.5720	0.3086	0.5720	0.7563
No log	4.2222	342	0.6121	0.2832	0.6121	0.7824
No log	4.2469	344	0.7394	0.3363	0.7394	0.8599
No log	4.2716	346	0.7228	0.3722	0.7228	0.8502
No log	4.2963	348	0.5773	0.3433	0.5773	0.7598
No log	4.3210	350	0.5569	0.3508	0.5569	0.7462
No log	4.3457	352	0.6791	0.2661	0.6791	0.8241
No log	4.3704	354	0.9786	0.2243	0.9786	0.9893
No log	4.3951	356	0.9670	0.2239	0.9670	0.9834
No log	4.4198	358	0.7275	0.3103	0.7275	0.8529
No log	4.4444	360	0.5297	0.2727	0.5297	0.7278
No log	4.4691	362	0.5294	0.2707	0.5294	0.7276
No log	4.4938	364	0.5619	0.2787	0.5619	0.7496
No log	4.5185	366	0.7417	0.4074	0.7417	0.8612
No log	4.5432	368	0.9266	0.2243	0.9266	0.9626
No log	4.5679	370	0.9012	0.2243	0.9012	0.9493
No log	4.5926	372	0.7785	0.3138	0.7785	0.8823
No log	4.6173	374	0.6752	0.4182	0.6752	0.8217
No log	4.6420	376	0.7300	0.4435	0.7300	0.8544
No log	4.6667	378	1.0509	0.1615	1.0509	1.0252
No log	4.6914	380	1.4326	0.1406	1.4326	1.1969
No log	4.7160	382	1.3189	0.1138	1.3189	1.1485
No log	4.7407	384	0.8792	0.2647	0.8792	0.9377
No log	4.7654	386	0.5834	0.3814	0.5834	0.7638
No log	4.7901	388	0.5411	0.3769	0.5411	0.7356
No log	4.8148	390	0.5568	0.3258	0.5568	0.7462
No log	4.8395	392	0.7490	0.3559	0.7490	0.8654
No log	4.8642	394	0.9767	0.2000	0.9767	0.9883
No log	4.8889	396	0.9142	0.2308	0.9142	0.9561
No log	4.9136	398	0.6870	0.3363	0.6870	0.8288
No log	4.9383	400	0.6370	0.3301	0.6370	0.7981
No log	4.9630	402	0.5969	0.3769	0.5969	0.7726
No log	4.9877	404	0.5403	0.3882	0.5403	0.7350
No log	5.0123	406	0.5892	0.3585	0.5892	0.7676
No log	5.0370	408	0.5677	0.3623	0.5677	0.7534
No log	5.0617	410	0.6446	0.4234	0.6446	0.8029
No log	5.0864	412	0.7540	0.3247	0.7540	0.8683
No log	5.1111	414	0.8131	0.2941	0.8131	0.9017
No log	5.1358	416	0.6694	0.3973	0.6694	0.8182
No log	5.1605	418	0.5742	0.4225	0.5742	0.7578
No log	5.1852	420	0.5803	0.3913	0.5803	0.7618
No log	5.2099	422	0.6648	0.3617	0.6648	0.8154
No log	5.2346	424	0.7004	0.3498	0.7004	0.8369
No log	5.2593	426	0.5979	0.4162	0.5979	0.7733
No log	5.2840	428	0.5425	0.3778	0.5425	0.7365
No log	5.3086	430	0.5513	0.3778	0.5513	0.7425
No log	5.3333	432	0.5860	0.3778	0.5860	0.7655
No log	5.3580	434	0.6560	0.4341	0.6560	0.8099
No log	5.3827	436	0.6642	0.4	0.6642	0.8150
No log	5.4074	438	0.6172	0.4105	0.6172	0.7856
No log	5.4321	440	0.5596	0.3978	0.5596	0.7481
No log	5.4568	442	0.5486	0.3862	0.5486	0.7407
No log	5.4815	444	0.5905	0.3778	0.5905	0.7685
No log	5.5062	446	0.7352	0.3333	0.7352	0.8574
No log	5.5309	448	0.7495	0.3035	0.7495	0.8657
No log	5.5556	450	0.6085	0.3706	0.6085	0.7801
No log	5.5802	452	0.5207	0.3149	0.5207	0.7216
No log	5.6049	454	0.5286	0.3118	0.5286	0.7270
No log	5.6296	456	0.5356	0.3224	0.5356	0.7318
No log	5.6543	458	0.5260	0.3224	0.5260	0.7252
No log	5.6790	460	0.5896	0.3814	0.5896	0.7679
No log	5.7037	462	0.6344	0.3769	0.6344	0.7965
No log	5.7284	464	0.5896	0.3913	0.5896	0.7678
No log	5.7531	466	0.5498	0.3446	0.5498	0.7415
No log	5.7778	468	0.5056	0.3182	0.5056	0.7110
No log	5.8025	470	0.5015	0.3927	0.5015	0.7082
No log	5.8272	472	0.5085	0.4043	0.5085	0.7131
No log	5.8519	474	0.5814	0.3369	0.5814	0.7625
No log	5.8765	476	0.7503	0.3665	0.7503	0.8662
No log	5.9012	478	0.7254	0.3744	0.7254	0.8517
No log	5.9259	480	0.5833	0.3446	0.5833	0.7637
No log	5.9506	482	0.5225	0.3591	0.5225	0.7229
No log	5.9753	484	0.5228	0.3073	0.5228	0.7230
No log	6.0	486	0.5817	0.3446	0.5817	0.7627
No log	6.0247	488	0.6374	0.3367	0.6374	0.7984
No log	6.0494	490	0.5798	0.3333	0.5798	0.7614
No log	6.0741	492	0.5298	0.2727	0.5298	0.7279
No log	6.0988	494	0.5400	0.3118	0.5400	0.7348
No log	6.1235	496	0.5210	0.3149	0.5210	0.7218
No log	6.1481	498	0.5444	0.3333	0.5444	0.7379
0.4353	6.1728	500	0.5979	0.3369	0.5979	0.7733
0.4353	6.1975	502	0.5628	0.3684	0.5628	0.7502
0.4353	6.2222	504	0.5012	0.4225	0.5012	0.7079
0.4353	6.2469	506	0.4968	0.3478	0.4968	0.7049
0.4353	6.2716	508	0.5100	0.3913	0.5100	0.7141
0.4353	6.2963	510	0.5743	0.3684	0.5743	0.7578
0.4353	6.3210	512	0.7469	0.3274	0.7469	0.8642
0.4353	6.3457	514	0.8231	0.2941	0.8231	0.9072
0.4353	6.3704	516	0.7898	0.3305	0.7898	0.8887
0.4353	6.3951	518	0.6246	0.3641	0.6246	0.7903
0.4353	6.4198	520	0.5234	0.3118	0.5234	0.7235
0.4353	6.4444	522	0.5130	0.3118	0.5130	0.7162
0.4353	6.4691	524	0.5375	0.3661	0.5375	0.7331
0.4353	6.4938	526	0.6267	0.3548	0.6267	0.7916
0.4353	6.5185	528	0.7666	0.3305	0.7666	0.8756
0.4353	6.5432	530	0.8097	0.2581	0.8097	0.8998
0.4353	6.5679	532	0.7329	0.2963	0.7329	0.8561
0.4353	6.5926	534	0.6066	0.3939	0.6066	0.7788
0.4353	6.6173	536	0.5760	0.4112	0.5760	0.7590
0.4353	6.6420	538	0.5769	0.4112	0.5769	0.7595
0.4353	6.6667	540	0.5999	0.3786	0.5999	0.7745
0.4353	6.6914	542	0.6394	0.3846	0.6394	0.7996
0.4353	6.7160	544	0.6984	0.3548	0.6984	0.8357
0.4353	6.7407	546	0.7221	0.3128	0.7221	0.8498
0.4353	6.7654	548	0.6765	0.3962	0.6765	0.8225
0.4353	6.7901	550	0.6536	0.3663	0.6536	0.8084
0.4353	6.8148	552	0.6094	0.3263	0.6094	0.7806
0.4353	6.8395	554	0.5448	0.3548	0.5448	0.7381
0.4353	6.8642	556	0.5243	0.4639	0.5243	0.7241
0.4353	6.8889	558	0.5257	0.4468	0.5257	0.7251
0.4353	6.9136	560	0.5666	0.3548	0.5666	0.7527
0.4353	6.9383	562	0.6010	0.3263	0.6010	0.7753
0.4353	6.9630	564	0.6475	0.3333	0.6475	0.8047
0.4353	6.9877	566	0.6736	0.3663	0.6736	0.8208
0.4353	7.0123	568	0.6336	0.3333	0.6336	0.7960
0.4353	7.0370	570	0.6283	0.3333	0.6283	0.7927
0.4353	7.0617	572	0.6708	0.3663	0.6708	0.8190
0.4353	7.0864	574	0.7172	0.3271	0.7172	0.8469
0.4353	7.1111	576	0.6481	0.3333	0.6481	0.8050
0.4353	7.1358	578	0.5896	0.3191	0.5896	0.7679
0.4353	7.1605	580	0.5747	0.3224	0.5747	0.7581
0.4353	7.1852	582	0.5927	0.3297	0.5927	0.7698
0.4353	7.2099	584	0.6395	0.36	0.6395	0.7997
0.4353	7.2346	586	0.6303	0.3641	0.6303	0.7939
0.4353	7.2593	588	0.5981	0.3263	0.5981	0.7733
0.4353	7.2840	590	0.6103	0.3263	0.6103	0.7812
0.4353	7.3086	592	0.6361	0.36	0.6361	0.7975
0.4353	7.3333	594	0.6148	0.3263	0.6148	0.7841
0.4353	7.3580	596	0.6200	0.3263	0.6200	0.7874
0.4353	7.3827	598	0.6808	0.3524	0.6808	0.8251
0.4353	7.4074	600	0.7201	0.3128	0.7201	0.8486
0.4353	7.4321	602	0.7156	0.3418	0.7156	0.8459
0.4353	7.4568	604	0.6621	0.3561	0.6621	0.8137
0.4353	7.4815	606	0.6994	0.3091	0.6994	0.8363
0.4353	7.5062	608	0.7393	0.3188	0.7393	0.8599
0.4353	7.5309	610	0.7423	0.3162	0.7423	0.8615
0.4353	7.5556	612	0.7181	0.3153	0.7181	0.8474
0.4353	7.5802	614	0.6545	0.3706	0.6545	0.8090
0.4353	7.6049	616	0.5958	0.3263	0.5958	0.7719
0.4353	7.6296	618	0.6019	0.3263	0.6019	0.7758
0.4353	7.6543	620	0.6185	0.3263	0.6185	0.7865
0.4353	7.6790	622	0.6315	0.36	0.6315	0.7946
0.4353	7.7037	624	0.6412	0.36	0.6412	0.8008
0.4353	7.7284	626	0.6623	0.3663	0.6623	0.8138
0.4353	7.7531	628	0.7079	0.3514	0.7079	0.8414
0.4353	7.7778	630	0.6808	0.3208	0.6808	0.8251
0.4353	7.8025	632	0.6676	0.3623	0.6676	0.8171
0.4353	7.8272	634	0.6178	0.3333	0.6178	0.7860
0.4353	7.8519	636	0.5808	0.3469	0.5808	0.7621
0.4353	7.8765	638	0.6095	0.3333	0.6095	0.7807
0.4353	7.9012	640	0.6573	0.3706	0.6573	0.8107
0.4353	7.9259	642	0.6772	0.4010	0.6772	0.8229
0.4353	7.9506	644	0.6301	0.3333	0.6301	0.7938
0.4353	7.9753	646	0.5879	0.3641	0.5879	0.7667
0.4353	8.0	648	0.5602	0.3469	0.5602	0.7485
0.4353	8.0247	650	0.5615	0.3469	0.5615	0.7493
0.4353	8.0494	652	0.5916	0.3433	0.5916	0.7692
0.4353	8.0741	654	0.6478	0.4	0.6478	0.8049
0.4353	8.0988	656	0.6435	0.4	0.6435	0.8022
0.4353	8.1235	658	0.6175	0.3892	0.6175	0.7858
0.4353	8.1481	660	0.6035	0.3535	0.6035	0.7768
0.4353	8.1728	662	0.6361	0.4	0.6361	0.7975
0.4353	8.1975	664	0.7103	0.3153	0.7103	0.8428
0.4353	8.2222	666	0.7507	0.2846	0.7507	0.8664
0.4353	8.2469	668	0.7170	0.2566	0.7170	0.8468
0.4353	8.2716	670	0.6717	0.4010	0.6717	0.8196
0.4353	8.2963	672	0.6065	0.3641	0.6065	0.7788
0.4353	8.3210	674	0.5804	0.3684	0.5804	0.7619
0.4353	8.3457	676	0.5812	0.3684	0.5812	0.7624
0.4353	8.3704	678	0.6019	0.3641	0.6019	0.7758
0.4353	8.3951	680	0.6219	0.3641	0.6219	0.7886
0.4353	8.4198	682	0.6207	0.3641	0.6207	0.7878
0.4353	8.4444	684	0.6271	0.3641	0.6271	0.7919
0.4353	8.4691	686	0.6180	0.3641	0.6180	0.7861
0.4353	8.4938	688	0.6159	0.3641	0.6159	0.7848
0.4353	8.5185	690	0.6342	0.4	0.6342	0.7964
0.4353	8.5432	692	0.6419	0.3951	0.6419	0.8012
0.4353	8.5679	694	0.6492	0.3951	0.6492	0.8058
0.4353	8.5926	696	0.6495	0.3951	0.6495	0.8059
0.4353	8.6173	698	0.6732	0.3623	0.6732	0.8205
0.4353	8.6420	700	0.6551	0.3951	0.6551	0.8094
0.4353	8.6667	702	0.6182	0.4	0.6182	0.7863
0.4353	8.6914	704	0.5846	0.3575	0.5846	0.7646
0.4353	8.7160	706	0.5472	0.3469	0.5472	0.7397
0.4353	8.7407	708	0.5232	0.3591	0.5232	0.7233
0.4353	8.7654	710	0.5124	0.3913	0.5124	0.7158
0.4353	8.7901	712	0.5196	0.3591	0.5196	0.7208
0.4353	8.8148	714	0.5410	0.3469	0.5410	0.7355
0.4353	8.8395	716	0.5794	0.3575	0.5794	0.7612
0.4353	8.8642	718	0.6193	0.4	0.6193	0.7869
0.4353	8.8889	720	0.6420	0.4	0.6420	0.8013
0.4353	8.9136	722	0.6401	0.4	0.6401	0.8001
0.4353	8.9383	724	0.6260	0.4	0.6260	0.7912
0.4353	8.9630	726	0.5997	0.3939	0.5997	0.7744
0.4353	8.9877	728	0.5848	0.3939	0.5848	0.7647
0.4353	9.0123	730	0.5712	0.3939	0.5712	0.7558
0.4353	9.0370	732	0.5768	0.3939	0.5768	0.7595
0.4353	9.0617	734	0.5761	0.3939	0.5761	0.7590
0.4353	9.0864	736	0.5699	0.3939	0.5699	0.7549
0.4353	9.1111	738	0.5558	0.3575	0.5558	0.7455
0.4353	9.1358	740	0.5516	0.3575	0.5516	0.7427
0.4353	9.1605	742	0.5458	0.3469	0.5458	0.7388
0.4353	9.1852	744	0.5489	0.3469	0.5489	0.7409
0.4353	9.2099	746	0.5618	0.3575	0.5618	0.7495
0.4353	9.2346	748	0.5844	0.3939	0.5844	0.7644
0.4353	9.2593	750	0.6184	0.3892	0.6184	0.7864
0.4353	9.2840	752	0.6547	0.4178	0.6547	0.8091
0.4353	9.3086	754	0.7014	0.3537	0.7014	0.8375
0.4353	9.3333	756	0.7206	0.2459	0.7206	0.8489
0.4353	9.3580	758	0.7110	0.3188	0.7110	0.8432
0.4353	9.3827	760	0.6811	0.3684	0.6811	0.8253
0.4353	9.4074	762	0.6435	0.3892	0.6435	0.8022
0.4353	9.4321	764	0.6067	0.3892	0.6067	0.7789
0.4353	9.4568	766	0.5833	0.3575	0.5833	0.7638
0.4353	9.4815	768	0.5792	0.3469	0.5792	0.7610
0.4353	9.5062	770	0.5838	0.3575	0.5838	0.7640
0.4353	9.5309	772	0.5891	0.3575	0.5891	0.7675
0.4353	9.5556	774	0.6003	0.3892	0.6003	0.7748
0.4353	9.5802	776	0.6123	0.3892	0.6123	0.7825
0.4353	9.6049	778	0.6189	0.3892	0.6189	0.7867
0.4353	9.6296	780	0.6241	0.3892	0.6241	0.7900
0.4353	9.6543	782	0.6349	0.3892	0.6349	0.7968
0.4353	9.6790	784	0.6432	0.3846	0.6432	0.8020
0.4353	9.7037	786	0.6512	0.3846	0.6512	0.8069
0.4353	9.7284	788	0.6589	0.3846	0.6589	0.8117
0.4353	9.7531	790	0.6686	0.3623	0.6686	0.8177
0.4353	9.7778	792	0.6823	0.3684	0.6823	0.8260
0.4353	9.8025	794	0.6890	0.3271	0.6890	0.8300
0.4353	9.8272	796	0.6930	0.3271	0.6930	0.8325
0.4353	9.8519	798	0.6970	0.3242	0.6970	0.8348
0.4353	9.8765	800	0.6986	0.3214	0.6986	0.8358
0.4353	9.9012	802	0.6965	0.3271	0.6965	0.8346
0.4353	9.9259	804	0.6943	0.3271	0.6943	0.8332
0.4353	9.9506	806	0.6914	0.3548	0.6914	0.8315
0.4353	9.9753	808	0.6889	0.3548	0.6889	0.8300
0.4353	10.0	810	0.6875	0.3548	0.6875	0.8292

Framework versions

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