ArabicNewSplits6_FineTuningAraBERT_run3_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: 0.6560
• Qwk: 0.5205
• Mse: 0.6560
• Rmse: 0.8099

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	0.0213	2	4.4716	-0.0169	4.4716	2.1146
No log	0.0426	4	2.5917	0.0026	2.5917	1.6099
No log	0.0638	6	1.7762	-0.0820	1.7762	1.3327
No log	0.0851	8	1.1684	-0.0027	1.1684	1.0809
No log	0.1064	10	1.2939	-0.0932	1.2939	1.1375
No log	0.1277	12	1.2869	-0.0520	1.2869	1.1344
No log	0.1489	14	0.9484	-0.0757	0.9484	0.9739
No log	0.1702	16	0.7629	0.1431	0.7629	0.8735
No log	0.1915	18	0.7236	0.2065	0.7236	0.8506
No log	0.2128	20	0.7815	0.1814	0.7815	0.8840
No log	0.2340	22	1.2991	0.1194	1.2991	1.1398
No log	0.2553	24	2.1900	0.0771	2.1900	1.4799
No log	0.2766	26	2.0575	0.0899	2.0575	1.4344
No log	0.2979	28	1.4844	0.1192	1.4844	1.2184
No log	0.3191	30	1.1445	0.0787	1.1445	1.0698
No log	0.3404	32	0.9764	0.0986	0.9764	0.9881
No log	0.3617	34	0.9310	0.1531	0.9310	0.9649
No log	0.3830	36	1.0442	0.1311	1.0442	1.0218
No log	0.4043	38	1.2578	0.1602	1.2578	1.1215
No log	0.4255	40	1.0051	0.1676	1.0051	1.0026
No log	0.4468	42	0.6832	0.2844	0.6832	0.8265
No log	0.4681	44	0.6565	0.2850	0.6565	0.8103
No log	0.4894	46	0.6668	0.2844	0.6668	0.8166
No log	0.5106	48	0.7054	0.2405	0.7054	0.8399
No log	0.5319	50	0.9423	0.2477	0.9423	0.9707
No log	0.5532	52	1.3841	0.1940	1.3841	1.1765
No log	0.5745	54	1.4915	0.1870	1.4915	1.2213
No log	0.5957	56	1.0907	0.2382	1.0907	1.0443
No log	0.6170	58	0.6914	0.3388	0.6914	0.8315
No log	0.6383	60	0.6478	0.3448	0.6478	0.8048
No log	0.6596	62	0.6592	0.3448	0.6592	0.8119
No log	0.6809	64	0.7732	0.3665	0.7732	0.8793
No log	0.7021	66	1.1633	0.2485	1.1633	1.0785
No log	0.7234	68	1.6661	0.2189	1.6661	1.2908
No log	0.7447	70	1.4491	0.2108	1.4491	1.2038
No log	0.7660	72	0.9962	0.1425	0.9962	0.9981
No log	0.7872	74	0.6874	0.2988	0.6874	0.8291
No log	0.8085	76	0.6471	0.3206	0.6471	0.8044
No log	0.8298	78	0.6587	0.3133	0.6587	0.8116
No log	0.8511	80	0.7117	0.2967	0.7117	0.8436
No log	0.8723	82	0.8599	0.2274	0.8599	0.9273
No log	0.8936	84	0.9712	0.1573	0.9712	0.9855
No log	0.9149	86	1.0133	0.1425	1.0133	1.0066
No log	0.9362	88	0.9604	0.1827	0.9604	0.9800
No log	0.9574	90	0.8436	0.2539	0.8436	0.9185
No log	0.9787	92	0.6782	0.3637	0.6782	0.8235
No log	1.0	94	0.6202	0.4674	0.6202	0.7875
No log	1.0213	96	0.6172	0.4545	0.6172	0.7856
No log	1.0426	98	0.6590	0.3875	0.6590	0.8118
No log	1.0638	100	1.0394	0.2549	1.0394	1.0195
No log	1.0851	102	1.9982	0.1707	1.9982	1.4136
No log	1.1064	104	1.9914	0.1641	1.9914	1.4112
No log	1.1277	106	1.3256	0.2227	1.3256	1.1514
No log	1.1489	108	0.7730	0.2598	0.7730	0.8792
No log	1.1702	110	0.6175	0.3731	0.6175	0.7858
No log	1.1915	112	0.6360	0.3067	0.6360	0.7975
No log	1.2128	114	0.6609	0.2577	0.6609	0.8129
No log	1.2340	116	0.6519	0.2748	0.6519	0.8074
No log	1.2553	118	0.6332	0.3520	0.6332	0.7958
No log	1.2766	120	0.6294	0.3554	0.6294	0.7933
No log	1.2979	122	0.6800	0.2655	0.6800	0.8246
No log	1.3191	124	0.8396	0.1453	0.8396	0.9163
No log	1.3404	126	0.9640	0.1710	0.9640	0.9818
No log	1.3617	128	1.0627	0.1842	1.0627	1.0309
No log	1.3830	130	1.3865	0.1906	1.3865	1.1775
No log	1.4043	132	1.4654	0.1990	1.4654	1.2105
No log	1.4255	134	1.2997	0.2294	1.2997	1.1400
No log	1.4468	136	1.0905	0.1940	1.0905	1.0443
No log	1.4681	138	0.9882	0.1930	0.9882	0.9941
No log	1.4894	140	0.8967	0.2874	0.8967	0.9469
No log	1.5106	142	0.9520	0.3080	0.9520	0.9757
No log	1.5319	144	1.1328	0.2775	1.1328	1.0643
No log	1.5532	146	1.2566	0.2625	1.2566	1.1210
No log	1.5745	148	1.2750	0.2791	1.2750	1.1291
No log	1.5957	150	0.9560	0.3777	0.9560	0.9778
No log	1.6170	152	0.8949	0.4032	0.8949	0.9460
No log	1.6383	154	0.8489	0.4385	0.8489	0.9214
No log	1.6596	156	0.8680	0.3837	0.8680	0.9316
No log	1.6809	158	0.8542	0.3820	0.8542	0.9242
No log	1.7021	160	0.8138	0.3792	0.8138	0.9021
No log	1.7234	162	0.6885	0.4015	0.6885	0.8298
No log	1.7447	164	0.7087	0.3811	0.7087	0.8418
No log	1.7660	166	0.8079	0.3863	0.8079	0.8988
No log	1.7872	168	0.7629	0.3833	0.7629	0.8735
No log	1.8085	170	0.6568	0.3395	0.6568	0.8104
No log	1.8298	172	0.7050	0.3512	0.7050	0.8397
No log	1.8511	174	0.8279	0.1983	0.8279	0.9099
No log	1.8723	176	0.7944	0.3126	0.7944	0.8913
No log	1.8936	178	0.7104	0.2976	0.7104	0.8429
No log	1.9149	180	0.7187	0.3649	0.7187	0.8478
No log	1.9362	182	0.7888	0.3216	0.7888	0.8881
No log	1.9574	184	0.9504	0.3189	0.9504	0.9749
No log	1.9787	186	1.0654	0.3085	1.0654	1.0322
No log	2.0	188	0.9517	0.4075	0.9517	0.9755
No log	2.0213	190	0.8347	0.3685	0.8347	0.9136
No log	2.0426	192	0.8239	0.4025	0.8239	0.9077
No log	2.0638	194	0.7707	0.3715	0.7707	0.8779
No log	2.0851	196	0.8667	0.3925	0.8667	0.9309
No log	2.1064	198	1.1207	0.3144	1.1207	1.0586
No log	2.1277	200	1.1880	0.2719	1.1880	1.0899
No log	2.1489	202	0.9965	0.3051	0.9965	0.9983
No log	2.1702	204	0.7428	0.3663	0.7428	0.8618
No log	2.1915	206	0.6607	0.4005	0.6607	0.8128
No log	2.2128	208	0.6835	0.3832	0.6835	0.8267
No log	2.2340	210	0.6607	0.3947	0.6607	0.8129
No log	2.2553	212	0.6289	0.4558	0.6289	0.7930
No log	2.2766	214	0.6717	0.3306	0.6717	0.8196
No log	2.2979	216	0.7857	0.2464	0.7857	0.8864
No log	2.3191	218	0.7833	0.2993	0.7833	0.8850
No log	2.3404	220	0.7562	0.3038	0.7562	0.8696
No log	2.3617	222	0.8205	0.3090	0.8205	0.9058
No log	2.3830	224	0.8147	0.3208	0.8147	0.9026
No log	2.4043	226	0.7927	0.3517	0.7927	0.8903
No log	2.4255	228	0.7972	0.3429	0.7972	0.8929
No log	2.4468	230	0.8297	0.3607	0.8297	0.9109
No log	2.4681	232	0.9103	0.3244	0.9103	0.9541
No log	2.4894	234	0.9725	0.3277	0.9725	0.9862
No log	2.5106	236	1.0109	0.3322	1.0109	1.0054
No log	2.5319	238	1.2024	0.2883	1.2024	1.0965
No log	2.5532	240	1.2678	0.2326	1.2678	1.1260
No log	2.5745	242	1.0886	0.3636	1.0886	1.0434
No log	2.5957	244	0.8900	0.3905	0.8900	0.9434
No log	2.6170	246	0.8444	0.3773	0.8444	0.9189
No log	2.6383	248	0.8514	0.3922	0.8514	0.9227
No log	2.6596	250	0.9527	0.3682	0.9527	0.9761
No log	2.6809	252	1.1840	0.2774	1.1840	1.0881
No log	2.7021	254	1.3159	0.2237	1.3159	1.1471
No log	2.7234	256	1.1456	0.3083	1.1456	1.0703
No log	2.7447	258	0.8950	0.3951	0.8950	0.9460
No log	2.7660	260	0.7764	0.4045	0.7764	0.8812
No log	2.7872	262	0.7757	0.3323	0.7757	0.8807
No log	2.8085	264	0.8185	0.4154	0.8185	0.9047
No log	2.8298	266	0.8654	0.4402	0.8654	0.9303
No log	2.8511	268	0.8792	0.4628	0.8792	0.9376
No log	2.8723	270	0.8473	0.4517	0.8473	0.9205
No log	2.8936	272	0.7875	0.4343	0.7875	0.8874
No log	2.9149	274	0.7366	0.4573	0.7366	0.8583
No log	2.9362	276	0.7217	0.4243	0.7217	0.8495
No log	2.9574	278	0.8404	0.4081	0.8404	0.9167
No log	2.9787	280	1.0197	0.3585	1.0197	1.0098
No log	3.0	282	1.0763	0.3430	1.0763	1.0374
No log	3.0213	284	0.9846	0.3884	0.9846	0.9923
No log	3.0426	286	0.7930	0.3668	0.7930	0.8905
No log	3.0638	288	0.7216	0.4370	0.7216	0.8495
No log	3.0851	290	0.7175	0.4959	0.7175	0.8471
No log	3.1064	292	0.7254	0.4822	0.7254	0.8517
No log	3.1277	294	0.7217	0.4682	0.7217	0.8495
No log	3.1489	296	0.7018	0.4740	0.7018	0.8377
No log	3.1702	298	0.6902	0.4803	0.6902	0.8308
No log	3.1915	300	0.7055	0.4390	0.7055	0.8399
No log	3.2128	302	0.7840	0.3842	0.7840	0.8854
No log	3.2340	304	0.8908	0.4233	0.8908	0.9438
No log	3.2553	306	0.8840	0.3852	0.8840	0.9402
No log	3.2766	308	0.8401	0.3917	0.8401	0.9166
No log	3.2979	310	0.7762	0.4033	0.7762	0.8810
No log	3.3191	312	0.7298	0.4026	0.7298	0.8543
No log	3.3404	314	0.7450	0.3838	0.7450	0.8631
No log	3.3617	316	0.7883	0.4449	0.7883	0.8879
No log	3.3830	318	0.7854	0.4204	0.7854	0.8862
No log	3.4043	320	0.7957	0.4048	0.7957	0.8920
No log	3.4255	322	0.8475	0.4012	0.8475	0.9206
No log	3.4468	324	0.9445	0.4099	0.9445	0.9719
No log	3.4681	326	1.0567	0.3922	1.0567	1.0280
No log	3.4894	328	1.0502	0.3857	1.0502	1.0248
No log	3.5106	330	0.9642	0.4182	0.9642	0.9819
No log	3.5319	332	0.8933	0.3840	0.8933	0.9452
No log	3.5532	334	0.8363	0.4308	0.8363	0.9145
No log	3.5745	336	0.7846	0.4658	0.7846	0.8858
No log	3.5957	338	0.7676	0.5054	0.7676	0.8761
No log	3.6170	340	0.7492	0.5106	0.7492	0.8656
No log	3.6383	342	0.7255	0.4981	0.7255	0.8518
No log	3.6596	344	0.7152	0.4889	0.7152	0.8457
No log	3.6809	346	0.7289	0.5083	0.7289	0.8538
No log	3.7021	348	0.7886	0.4909	0.7886	0.8880
No log	3.7234	350	0.8593	0.4164	0.8593	0.9270
No log	3.7447	352	0.8912	0.4049	0.8912	0.9440
No log	3.7660	354	0.8272	0.4633	0.8272	0.9095
No log	3.7872	356	0.7917	0.4547	0.7917	0.8898
No log	3.8085	358	0.7761	0.4822	0.7761	0.8809
No log	3.8298	360	0.7815	0.4583	0.7815	0.8840
No log	3.8511	362	0.8018	0.4593	0.8018	0.8954
No log	3.8723	364	0.8123	0.4568	0.8123	0.9013
No log	3.8936	366	0.8351	0.4355	0.8351	0.9138
No log	3.9149	368	0.8995	0.4571	0.8995	0.9484
No log	3.9362	370	0.9649	0.4020	0.9649	0.9823
No log	3.9574	372	0.8855	0.4590	0.8855	0.9410
No log	3.9787	374	0.7980	0.5042	0.7980	0.8933
No log	4.0	376	0.7492	0.4776	0.7492	0.8655
No log	4.0213	378	0.7393	0.4997	0.7393	0.8598
No log	4.0426	380	0.7561	0.5203	0.7561	0.8696
No log	4.0638	382	0.7806	0.5240	0.7806	0.8835
No log	4.0851	384	0.8552	0.4812	0.8552	0.9248
No log	4.1064	386	0.9572	0.4032	0.9572	0.9784
No log	4.1277	388	0.9465	0.3978	0.9465	0.9729
No log	4.1489	390	0.8907	0.4486	0.8907	0.9438
No log	4.1702	392	0.8893	0.4259	0.8893	0.9430
No log	4.1915	394	0.8520	0.4681	0.8520	0.9230
No log	4.2128	396	0.8143	0.4559	0.8143	0.9024
No log	4.2340	398	0.7535	0.4602	0.7535	0.8680
No log	4.2553	400	0.7389	0.4504	0.7389	0.8596
No log	4.2766	402	0.7237	0.4421	0.7237	0.8507
No log	4.2979	404	0.7402	0.4125	0.7402	0.8603
No log	4.3191	406	0.7452	0.4282	0.7452	0.8632
No log	4.3404	408	0.7974	0.4651	0.7974	0.8930
No log	4.3617	410	0.8311	0.4211	0.8311	0.9116
No log	4.3830	412	0.7881	0.4190	0.7881	0.8878
No log	4.4043	414	0.7948	0.4212	0.7948	0.8915
No log	4.4255	416	0.8219	0.4056	0.8219	0.9066
No log	4.4468	418	0.7843	0.4078	0.7843	0.8856
No log	4.4681	420	0.6844	0.4095	0.6844	0.8273
No log	4.4894	422	0.6097	0.4891	0.6097	0.7808
No log	4.5106	424	0.5966	0.5013	0.5966	0.7724
No log	4.5319	426	0.5922	0.4917	0.5922	0.7695
No log	4.5532	428	0.6177	0.4664	0.6177	0.7860
No log	4.5745	430	0.6565	0.4379	0.6565	0.8102
No log	4.5957	432	0.6680	0.4485	0.6680	0.8173
No log	4.6170	434	0.6251	0.4934	0.6251	0.7906
No log	4.6383	436	0.5884	0.4870	0.5884	0.7671
No log	4.6596	438	0.6199	0.5145	0.6199	0.7873
No log	4.6809	440	0.6767	0.4770	0.6767	0.8226
No log	4.7021	442	0.6886	0.4946	0.6886	0.8298
No log	4.7234	444	0.7013	0.4941	0.7013	0.8374
No log	4.7447	446	0.7263	0.5314	0.7263	0.8522
No log	4.7660	448	0.7927	0.4686	0.7927	0.8903
No log	4.7872	450	0.8360	0.4560	0.8360	0.9143
No log	4.8085	452	0.8061	0.4545	0.8061	0.8978
No log	4.8298	454	0.7808	0.4635	0.7808	0.8837
No log	4.8511	456	0.7599	0.4452	0.7599	0.8717
No log	4.8723	458	0.7883	0.4879	0.7883	0.8878
No log	4.8936	460	0.8260	0.4521	0.8260	0.9088
No log	4.9149	462	0.7969	0.4521	0.7969	0.8927
No log	4.9362	464	0.7497	0.4853	0.7497	0.8659
No log	4.9574	466	0.7700	0.4668	0.7700	0.8775
No log	4.9787	468	0.8353	0.3967	0.8353	0.9140
No log	5.0	470	0.8518	0.3967	0.8518	0.9229
No log	5.0213	472	0.8163	0.4343	0.8163	0.9035
No log	5.0426	474	0.7686	0.4475	0.7686	0.8767
No log	5.0638	476	0.7594	0.4394	0.7594	0.8714
No log	5.0851	478	0.7530	0.4919	0.7530	0.8678
No log	5.1064	480	0.7435	0.4893	0.7435	0.8623
No log	5.1277	482	0.7063	0.4740	0.7063	0.8404
No log	5.1489	484	0.7008	0.4510	0.7008	0.8371
No log	5.1702	486	0.7392	0.4345	0.7392	0.8598
No log	5.1915	488	0.7936	0.4325	0.7936	0.8909
No log	5.2128	490	0.8247	0.4172	0.8247	0.9081
No log	5.2340	492	0.8185	0.4115	0.8185	0.9047
No log	5.2553	494	0.8005	0.4204	0.8005	0.8947
No log	5.2766	496	0.7838	0.4065	0.7838	0.8853
No log	5.2979	498	0.7577	0.4550	0.7577	0.8705
0.5352	5.3191	500	0.7467	0.4683	0.7467	0.8641
0.5352	5.3404	502	0.7431	0.4599	0.7431	0.8621
0.5352	5.3617	504	0.7088	0.4750	0.7088	0.8419
0.5352	5.3830	506	0.6565	0.4542	0.6565	0.8103
0.5352	5.4043	508	0.6496	0.4370	0.6496	0.8060
0.5352	5.4255	510	0.6846	0.4356	0.6846	0.8274
0.5352	5.4468	512	0.7390	0.4204	0.7390	0.8596
0.5352	5.4681	514	0.7489	0.4140	0.7489	0.8654
0.5352	5.4894	516	0.7179	0.4202	0.7179	0.8473
0.5352	5.5106	518	0.7080	0.4572	0.7080	0.8414
0.5352	5.5319	520	0.7033	0.4836	0.7033	0.8386
0.5352	5.5532	522	0.7020	0.4886	0.7020	0.8378
0.5352	5.5745	524	0.7184	0.4976	0.7184	0.8476
0.5352	5.5957	526	0.7475	0.4243	0.7475	0.8646
0.5352	5.6170	528	0.7613	0.4537	0.7613	0.8726
0.5352	5.6383	530	0.7280	0.4544	0.7280	0.8532
0.5352	5.6596	532	0.7029	0.4773	0.7029	0.8384
0.5352	5.6809	534	0.6623	0.4993	0.6623	0.8138
0.5352	5.7021	536	0.6452	0.4399	0.6452	0.8032
0.5352	5.7234	538	0.6479	0.4800	0.6479	0.8049
0.5352	5.7447	540	0.6423	0.4524	0.6423	0.8015
0.5352	5.7660	542	0.6438	0.4698	0.6438	0.8023
0.5352	5.7872	544	0.6629	0.4926	0.6629	0.8142
0.5352	5.8085	546	0.6913	0.4682	0.6913	0.8315
0.5352	5.8298	548	0.7352	0.4847	0.7352	0.8574
0.5352	5.8511	550	0.7546	0.4493	0.7546	0.8687
0.5352	5.8723	552	0.7441	0.4898	0.7441	0.8626
0.5352	5.8936	554	0.7130	0.4560	0.7130	0.8444
0.5352	5.9149	556	0.6938	0.4239	0.6938	0.8329
0.5352	5.9362	558	0.6754	0.4239	0.6754	0.8218
0.5352	5.9574	560	0.6509	0.4325	0.6509	0.8068
0.5352	5.9787	562	0.6238	0.4564	0.6238	0.7898
0.5352	6.0	564	0.6184	0.4698	0.6184	0.7864
0.5352	6.0213	566	0.6265	0.4872	0.6265	0.7915
0.5352	6.0426	568	0.6244	0.5047	0.6244	0.7902
0.5352	6.0638	570	0.6270	0.4875	0.6270	0.7919
0.5352	6.0851	572	0.6425	0.4556	0.6425	0.8015
0.5352	6.1064	574	0.6651	0.4632	0.6651	0.8156
0.5352	6.1277	576	0.6951	0.4257	0.6951	0.8337
0.5352	6.1489	578	0.7273	0.4520	0.7273	0.8528
0.5352	6.1702	580	0.7427	0.4637	0.7427	0.8618
0.5352	6.1915	582	0.7437	0.4494	0.7437	0.8624
0.5352	6.2128	584	0.7416	0.4612	0.7416	0.8612
0.5352	6.2340	586	0.7366	0.4501	0.7366	0.8582
0.5352	6.2553	588	0.7299	0.4667	0.7299	0.8543
0.5352	6.2766	590	0.6985	0.4555	0.6985	0.8358
0.5352	6.2979	592	0.6731	0.4572	0.6731	0.8204
0.5352	6.3191	594	0.6717	0.4612	0.6717	0.8196
0.5352	6.3404	596	0.6888	0.4750	0.6888	0.8300
0.5352	6.3617	598	0.6852	0.4750	0.6852	0.8278
0.5352	6.3830	600	0.6593	0.4634	0.6593	0.8120
0.5352	6.4043	602	0.6367	0.4648	0.6367	0.7980
0.5352	6.4255	604	0.6346	0.4634	0.6346	0.7966
0.5352	6.4468	606	0.6516	0.4897	0.6516	0.8072
0.5352	6.4681	608	0.6544	0.4597	0.6544	0.8090
0.5352	6.4894	610	0.6602	0.4572	0.6602	0.8125
0.5352	6.5106	612	0.6600	0.4614	0.6600	0.8124
0.5352	6.5319	614	0.6612	0.4466	0.6612	0.8132
0.5352	6.5532	616	0.6576	0.4719	0.6576	0.8109
0.5352	6.5745	618	0.6649	0.4524	0.6649	0.8154
0.5352	6.5957	620	0.6742	0.4773	0.6742	0.8211
0.5352	6.6170	622	0.6830	0.4997	0.6830	0.8265
0.5352	6.6383	624	0.6831	0.4944	0.6831	0.8265
0.5352	6.6596	626	0.6619	0.4910	0.6619	0.8135
0.5352	6.6809	628	0.6444	0.5111	0.6444	0.8028
0.5352	6.7021	630	0.6421	0.4819	0.6421	0.8013
0.5352	6.7234	632	0.6723	0.5174	0.6723	0.8199
0.5352	6.7447	634	0.6887	0.4804	0.6887	0.8299
0.5352	6.7660	636	0.6758	0.5174	0.6758	0.8221
0.5352	6.7872	638	0.6571	0.5060	0.6571	0.8106
0.5352	6.8085	640	0.6525	0.4569	0.6525	0.8078
0.5352	6.8298	642	0.6659	0.4947	0.6659	0.8160
0.5352	6.8511	644	0.6818	0.4947	0.6818	0.8257
0.5352	6.8723	646	0.6979	0.4957	0.6979	0.8354
0.5352	6.8936	648	0.7033	0.4670	0.7033	0.8386
0.5352	6.9149	650	0.7096	0.4478	0.7096	0.8424
0.5352	6.9362	652	0.7125	0.4478	0.7125	0.8441
0.5352	6.9574	654	0.7125	0.4632	0.7125	0.8441
0.5352	6.9787	656	0.7119	0.4915	0.7119	0.8437
0.5352	7.0	658	0.7146	0.4730	0.7146	0.8453
0.5352	7.0213	660	0.7015	0.4730	0.7015	0.8376
0.5352	7.0426	662	0.6725	0.4602	0.6725	0.8201
0.5352	7.0638	664	0.6519	0.4693	0.6519	0.8074
0.5352	7.0851	666	0.6408	0.4301	0.6408	0.8005
0.5352	7.1064	668	0.6406	0.4748	0.6406	0.8004
0.5352	7.1277	670	0.6468	0.4748	0.6468	0.8043
0.5352	7.1489	672	0.6540	0.4869	0.6540	0.8087
0.5352	7.1702	674	0.6480	0.5064	0.6480	0.8050
0.5352	7.1915	676	0.6438	0.4869	0.6438	0.8024
0.5352	7.2128	678	0.6443	0.4445	0.6443	0.8027
0.5352	7.2340	680	0.6549	0.4631	0.6549	0.8093
0.5352	7.2553	682	0.6757	0.4511	0.6757	0.8220
0.5352	7.2766	684	0.6899	0.4505	0.6899	0.8306
0.5352	7.2979	686	0.6828	0.4177	0.6828	0.8263
0.5352	7.3191	688	0.6742	0.4359	0.6742	0.8211
0.5352	7.3404	690	0.6779	0.4666	0.6779	0.8234
0.5352	7.3617	692	0.6746	0.4585	0.6746	0.8213
0.5352	7.3830	694	0.6739	0.4503	0.6739	0.8209
0.5352	7.4043	696	0.6698	0.4527	0.6698	0.8184
0.5352	7.4255	698	0.6670	0.4503	0.6670	0.8167
0.5352	7.4468	700	0.6615	0.4548	0.6615	0.8133
0.5352	7.4681	702	0.6593	0.4548	0.6593	0.8120
0.5352	7.4894	704	0.6590	0.4606	0.6590	0.8118
0.5352	7.5106	706	0.6529	0.4548	0.6529	0.8080
0.5352	7.5319	708	0.6440	0.4548	0.6440	0.8025
0.5352	7.5532	710	0.6395	0.4531	0.6395	0.7997
0.5352	7.5745	712	0.6418	0.4531	0.6418	0.8011
0.5352	7.5957	714	0.6452	0.4531	0.6452	0.8033
0.5352	7.6170	716	0.6503	0.4615	0.6503	0.8064
0.5352	7.6383	718	0.6463	0.4426	0.6463	0.8039
0.5352	7.6596	720	0.6467	0.4725	0.6467	0.8042
0.5352	7.6809	722	0.6455	0.4426	0.6455	0.8034
0.5352	7.7021	724	0.6381	0.4489	0.6381	0.7988
0.5352	7.7234	726	0.6348	0.4468	0.6348	0.7967
0.5352	7.7447	728	0.6346	0.4468	0.6346	0.7966
0.5352	7.7660	730	0.6441	0.4468	0.6441	0.8026
0.5352	7.7872	732	0.6540	0.4956	0.6540	0.8087
0.5352	7.8085	734	0.6582	0.4405	0.6582	0.8113
0.5352	7.8298	736	0.6591	0.4405	0.6591	0.8118
0.5352	7.8511	738	0.6585	0.4646	0.6585	0.8115
0.5352	7.8723	740	0.6577	0.4602	0.6577	0.8110
0.5352	7.8936	742	0.6560	0.5117	0.6560	0.8099
0.5352	7.9149	744	0.6449	0.5026	0.6449	0.8031
0.5352	7.9362	746	0.6316	0.4602	0.6316	0.7947
0.5352	7.9574	748	0.6251	0.4646	0.6251	0.7906
0.5352	7.9787	750	0.6314	0.4679	0.6314	0.7946
0.5352	8.0	752	0.6558	0.4757	0.6558	0.8098
0.5352	8.0213	754	0.6740	0.4750	0.6740	0.8210
0.5352	8.0426	756	0.6744	0.4750	0.6744	0.8212
0.5352	8.0638	758	0.6659	0.4715	0.6659	0.8160
0.5352	8.0851	760	0.6504	0.4175	0.6504	0.8064
0.5352	8.1064	762	0.6380	0.5087	0.6380	0.7988
0.5352	8.1277	764	0.6374	0.4759	0.6374	0.7984
0.5352	8.1489	766	0.6503	0.5091	0.6503	0.8064
0.5352	8.1702	768	0.6633	0.5181	0.6633	0.8144
0.5352	8.1915	770	0.6715	0.5181	0.6715	0.8194
0.5352	8.2128	772	0.6789	0.5088	0.6789	0.8239
0.5352	8.2340	774	0.6890	0.4760	0.6890	0.8301
0.5352	8.2553	776	0.7021	0.4592	0.7021	0.8379
0.5352	8.2766	778	0.7086	0.4375	0.7086	0.8418
0.5352	8.2979	780	0.7054	0.4198	0.7054	0.8399
0.5352	8.3191	782	0.6990	0.4257	0.6990	0.8361
0.5352	8.3404	784	0.6911	0.4454	0.6911	0.8313
0.5352	8.3617	786	0.6827	0.4257	0.6827	0.8263
0.5352	8.3830	788	0.6766	0.4257	0.6766	0.8226
0.5352	8.4043	790	0.6691	0.4257	0.6691	0.8180
0.5352	8.4255	792	0.6590	0.4520	0.6590	0.8118
0.5352	8.4468	794	0.6469	0.4611	0.6469	0.8043
0.5352	8.4681	796	0.6420	0.5068	0.6420	0.8013
0.5352	8.4894	798	0.6445	0.4611	0.6445	0.8028
0.5352	8.5106	800	0.6521	0.4236	0.6521	0.8076
0.5352	8.5319	802	0.6599	0.4514	0.6599	0.8124
0.5352	8.5532	804	0.6609	0.4514	0.6609	0.8130
0.5352	8.5745	806	0.6627	0.4514	0.6627	0.8140
0.5352	8.5957	808	0.6626	0.4457	0.6626	0.8140
0.5352	8.6170	810	0.6667	0.4397	0.6667	0.8165
0.5352	8.6383	812	0.6709	0.4397	0.6709	0.8191
0.5352	8.6596	814	0.6757	0.4397	0.6757	0.8220
0.5352	8.6809	816	0.6793	0.4198	0.6793	0.8242
0.5352	8.7021	818	0.6785	0.4438	0.6785	0.8237
0.5352	8.7234	820	0.6721	0.4589	0.6721	0.8198
0.5352	8.7447	822	0.6639	0.4850	0.6639	0.8148
0.5352	8.7660	824	0.6593	0.5080	0.6593	0.8120
0.5352	8.7872	826	0.6556	0.5091	0.6556	0.8097
0.5352	8.8085	828	0.6529	0.5263	0.6529	0.8080
0.5352	8.8298	830	0.6469	0.5091	0.6469	0.8043
0.5352	8.8511	832	0.6410	0.5080	0.6410	0.8006
0.5352	8.8723	834	0.6362	0.4667	0.6362	0.7976
0.5352	8.8936	836	0.6343	0.4790	0.6343	0.7964
0.5352	8.9149	838	0.6330	0.5339	0.6330	0.7956
0.5352	8.9362	840	0.6306	0.5339	0.6306	0.7941
0.5352	8.9574	842	0.6275	0.5339	0.6275	0.7921
0.5352	8.9787	844	0.6227	0.5339	0.6227	0.7891
0.5352	9.0	846	0.6167	0.5068	0.6167	0.7853
0.5352	9.0213	848	0.6102	0.4928	0.6102	0.7812
0.5352	9.0426	850	0.6072	0.4862	0.6072	0.7792
0.5352	9.0638	852	0.6077	0.4862	0.6077	0.7795
0.5352	9.0851	854	0.6106	0.4862	0.6106	0.7814
0.5352	9.1064	856	0.6142	0.4862	0.6142	0.7837
0.5352	9.1277	858	0.6174	0.4862	0.6174	0.7858
0.5352	9.1489	860	0.6216	0.4862	0.6216	0.7884
0.5352	9.1702	862	0.6265	0.4862	0.6265	0.7915
0.5352	9.1915	864	0.6309	0.5003	0.6309	0.7943
0.5352	9.2128	866	0.6331	0.5003	0.6331	0.7957
0.5352	9.2340	868	0.6377	0.4790	0.6377	0.7985
0.5352	9.2553	870	0.6431	0.4790	0.6431	0.8020
0.5352	9.2766	872	0.6496	0.4790	0.6496	0.8060
0.5352	9.2979	874	0.6579	0.5148	0.6579	0.8111
0.5352	9.3191	876	0.6624	0.5280	0.6624	0.8139
0.5352	9.3404	878	0.6665	0.5280	0.6665	0.8164
0.5352	9.3617	880	0.6717	0.5280	0.6717	0.8196
0.5352	9.3830	882	0.6742	0.5280	0.6742	0.8211
0.5352	9.4043	884	0.6745	0.5148	0.6745	0.8213
0.5352	9.4255	886	0.6732	0.5085	0.6732	0.8205
0.5352	9.4468	888	0.6726	0.5085	0.6726	0.8201
0.5352	9.4681	890	0.6708	0.5085	0.6708	0.8190
0.5352	9.4894	892	0.6696	0.5148	0.6696	0.8183
0.5352	9.5106	894	0.6681	0.4994	0.6681	0.8174
0.5352	9.5319	896	0.6679	0.4994	0.6679	0.8172
0.5352	9.5532	898	0.6673	0.4975	0.6673	0.8169
0.5352	9.5745	900	0.6650	0.5130	0.6650	0.8155
0.5352	9.5957	902	0.6631	0.5130	0.6631	0.8143
0.5352	9.6170	904	0.6618	0.5130	0.6618	0.8135
0.5352	9.6383	906	0.6617	0.5181	0.6617	0.8135
0.5352	9.6596	908	0.6621	0.4658	0.6621	0.8137
0.5352	9.6809	910	0.6631	0.4658	0.6631	0.8143
0.5352	9.7021	912	0.6633	0.4658	0.6633	0.8144
0.5352	9.7234	914	0.6635	0.4658	0.6635	0.8145
0.5352	9.7447	916	0.6635	0.4658	0.6635	0.8146
0.5352	9.7660	918	0.6631	0.4658	0.6631	0.8143
0.5352	9.7872	920	0.6631	0.4658	0.6631	0.8143
0.5352	9.8085	922	0.6629	0.4658	0.6629	0.8142
0.5352	9.8298	924	0.6620	0.4658	0.6620	0.8136
0.5352	9.8511	926	0.6612	0.4658	0.6612	0.8132
0.5352	9.8723	928	0.6601	0.4658	0.6601	0.8125
0.5352	9.8936	930	0.6591	0.5181	0.6591	0.8119
0.5352	9.9149	932	0.6581	0.5339	0.6581	0.8112
0.5352	9.9362	934	0.6572	0.5339	0.6572	0.8107
0.5352	9.9574	936	0.6565	0.5339	0.6565	0.8103
0.5352	9.9787	938	0.6561	0.5205	0.6561	0.8100
0.5352	10.0	940	0.6560	0.5205	0.6560	0.8099

Framework versions

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