ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_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: 0.7714
• Qwk: 0.4980
• Mse: 0.7714
• Rmse: 0.8783

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	0.0233	2	4.0942	-0.0115	4.0942	2.0234
No log	0.0465	4	2.6346	-0.0552	2.6346	1.6232
No log	0.0698	6	2.2423	0.0267	2.2423	1.4974
No log	0.0930	8	1.2618	0.1537	1.2618	1.1233
No log	0.1163	10	1.1174	0.1783	1.1174	1.0571
No log	0.1395	12	1.2431	0.0458	1.2431	1.1150
No log	0.1628	14	1.1326	0.0513	1.1326	1.0642
No log	0.1860	16	1.0870	0.1011	1.0870	1.0426
No log	0.2093	18	1.0567	0.2591	1.0567	1.0280
No log	0.2326	20	1.0741	0.3003	1.0741	1.0364
No log	0.2558	22	1.1051	0.1564	1.1051	1.0512
No log	0.2791	24	1.1119	0.1176	1.1119	1.0545
No log	0.3023	26	1.0960	0.2367	1.0960	1.0469
No log	0.3256	28	1.0565	0.1426	1.0565	1.0279
No log	0.3488	30	1.0249	0.2166	1.0249	1.0124
No log	0.3721	32	0.9772	0.2265	0.9772	0.9885
No log	0.3953	34	0.9948	0.3648	0.9948	0.9974
No log	0.4186	36	0.9400	0.2842	0.9400	0.9695
No log	0.4419	38	0.9636	0.2539	0.9636	0.9816
No log	0.4651	40	1.0629	0.1537	1.0629	1.0310
No log	0.4884	42	1.1640	0.1725	1.1640	1.0789
No log	0.5116	44	1.0466	0.2246	1.0466	1.0230
No log	0.5349	46	0.8676	0.3139	0.8676	0.9315
No log	0.5581	48	0.9226	0.2896	0.9226	0.9605
No log	0.5814	50	1.0316	0.1873	1.0316	1.0157
No log	0.6047	52	1.1063	0.0950	1.1063	1.0518
No log	0.6279	54	0.9773	0.1727	0.9773	0.9886
No log	0.6512	56	0.8274	0.3156	0.8274	0.9096
No log	0.6744	58	0.8078	0.3753	0.8078	0.8988
No log	0.6977	60	0.7996	0.4143	0.7996	0.8942
No log	0.7209	62	0.8773	0.3956	0.8773	0.9366
No log	0.7442	64	1.2448	0.3400	1.2448	1.1157
No log	0.7674	66	1.5432	0.2597	1.5432	1.2423
No log	0.7907	68	1.7235	0.0732	1.7235	1.3128
No log	0.8140	70	1.7830	-0.1393	1.7830	1.3353
No log	0.8372	72	1.7422	-0.0707	1.7422	1.3199
No log	0.8605	74	1.4284	-0.0691	1.4284	1.1951
No log	0.8837	76	1.0445	0.2251	1.0445	1.0220
No log	0.9070	78	0.9816	0.2376	0.9816	0.9908
No log	0.9302	80	0.9704	0.2291	0.9704	0.9851
No log	0.9535	82	1.0267	0.1783	1.0267	1.0133
No log	0.9767	84	1.0607	0.0855	1.0607	1.0299
No log	1.0	86	1.0728	0.0636	1.0728	1.0358
No log	1.0233	88	1.1441	0.1202	1.1441	1.0696
No log	1.0465	90	1.3269	0.1744	1.3269	1.1519
No log	1.0698	92	1.5263	0.1832	1.5263	1.2354
No log	1.0930	94	1.4463	0.2542	1.4463	1.2026
No log	1.1163	96	1.3446	0.1379	1.3446	1.1596
No log	1.1395	98	1.3447	0.2261	1.3447	1.1596
No log	1.1628	100	1.2871	0.1966	1.2871	1.1345
No log	1.1860	102	1.2605	0.1966	1.2605	1.1227
No log	1.2093	104	1.3952	0.1971	1.3952	1.1812
No log	1.2326	106	1.5943	0.2386	1.5943	1.2627
No log	1.2558	108	1.7592	0.2209	1.7592	1.3264
No log	1.2791	110	1.6386	0.2474	1.6386	1.2801
No log	1.3023	112	1.3549	0.2291	1.3549	1.1640
No log	1.3256	114	1.2417	0.2647	1.2417	1.1143
No log	1.3488	116	1.1047	0.2707	1.1047	1.0511
No log	1.3721	118	1.0921	0.2541	1.0921	1.0450
No log	1.3953	120	1.0484	0.2632	1.0484	1.0239
No log	1.4186	122	0.9661	0.2188	0.9661	0.9829
No log	1.4419	124	0.8750	0.2919	0.8750	0.9354
No log	1.4651	126	0.8477	0.3797	0.8477	0.9207
No log	1.4884	128	0.8794	0.3198	0.8794	0.9378
No log	1.5116	130	0.9951	0.1625	0.9951	0.9975
No log	1.5349	132	1.3098	0.2812	1.3098	1.1445
No log	1.5581	134	1.5878	0.2751	1.5878	1.2601
No log	1.5814	136	1.4927	0.2836	1.4927	1.2217
No log	1.6047	138	1.0905	0.3773	1.0905	1.0443
No log	1.6279	140	0.9916	0.3628	0.9916	0.9958
No log	1.6512	142	1.0512	0.3161	1.0512	1.0253
No log	1.6744	144	1.3320	0.1898	1.3320	1.1541
No log	1.6977	146	1.5138	0.2187	1.5138	1.2304
No log	1.7209	148	1.6471	0.2474	1.6471	1.2834
No log	1.7442	150	1.6838	0.2163	1.6838	1.2976
No log	1.7674	152	1.5542	0.3053	1.5542	1.2467
No log	1.7907	154	1.3312	0.3365	1.3312	1.1538
No log	1.8140	156	1.1144	0.2105	1.1144	1.0557
No log	1.8372	158	1.0291	0.1141	1.0291	1.0144
No log	1.8605	160	1.0083	0.1846	1.0083	1.0041
No log	1.8837	162	1.0269	0.1722	1.0269	1.0134
No log	1.9070	164	1.0703	0.2040	1.0703	1.0346
No log	1.9302	166	1.0962	0.1892	1.0962	1.0470
No log	1.9535	168	1.1313	0.2225	1.1313	1.0636
No log	1.9767	170	1.1757	0.2592	1.1757	1.0843
No log	2.0	172	1.2160	0.2446	1.2160	1.1027
No log	2.0233	174	1.1309	0.2681	1.1309	1.0634
No log	2.0465	176	1.0164	0.3077	1.0164	1.0082
No log	2.0698	178	0.9624	0.3394	0.9624	0.9810
No log	2.0930	180	0.9166	0.3414	0.9166	0.9574
No log	2.1163	182	0.9398	0.3558	0.9398	0.9694
No log	2.1395	184	1.0542	0.2728	1.0542	1.0267
No log	2.1628	186	1.1564	0.2730	1.1564	1.0753
No log	2.1860	188	1.2156	0.2730	1.2156	1.1026
No log	2.2093	190	1.2164	0.3037	1.2164	1.1029
No log	2.2326	192	1.1616	0.3460	1.1616	1.0778
No log	2.2558	194	1.0594	0.2843	1.0594	1.0293
No log	2.2791	196	0.9870	0.2249	0.9870	0.9935
No log	2.3023	198	0.9753	0.2249	0.9753	0.9876
No log	2.3256	200	0.9848	0.2368	0.9848	0.9924
No log	2.3488	202	1.0017	0.2213	1.0017	1.0008
No log	2.3721	204	0.9967	0.2335	0.9967	0.9983
No log	2.3953	206	0.9919	0.2960	0.9919	0.9960
No log	2.4186	208	0.9945	0.2728	0.9945	0.9972
No log	2.4419	210	1.0400	0.3295	1.0400	1.0198
No log	2.4651	212	1.0231	0.3295	1.0231	1.0115
No log	2.4884	214	1.0857	0.3326	1.0857	1.0420
No log	2.5116	216	1.0650	0.2773	1.0650	1.0320
No log	2.5349	218	1.0641	0.3151	1.0641	1.0316
No log	2.5581	220	1.0305	0.2012	1.0305	1.0151
No log	2.5814	222	0.9518	0.2678	0.9518	0.9756
No log	2.6047	224	0.9040	0.2820	0.9040	0.9508
No log	2.6279	226	0.9389	0.3098	0.9389	0.9690
No log	2.6512	228	0.9361	0.3519	0.9361	0.9675
No log	2.6744	230	0.9814	0.3578	0.9814	0.9907
No log	2.6977	232	1.0339	0.3830	1.0339	1.0168
No log	2.7209	234	0.9735	0.3000	0.9735	0.9867
No log	2.7442	236	0.8895	0.3374	0.8895	0.9431
No log	2.7674	238	0.8185	0.3264	0.8185	0.9047
No log	2.7907	240	0.7976	0.3543	0.7976	0.8931
No log	2.8140	242	0.7883	0.3543	0.7883	0.8879
No log	2.8372	244	0.8141	0.3804	0.8141	0.9023
No log	2.8605	246	0.8446	0.3511	0.8446	0.9190
No log	2.8837	248	0.8707	0.3374	0.8707	0.9331
No log	2.9070	250	0.8570	0.3374	0.8570	0.9258
No log	2.9302	252	0.8622	0.3374	0.8622	0.9285
No log	2.9535	254	0.8272	0.3103	0.8272	0.9095
No log	2.9767	256	0.7846	0.3819	0.7846	0.8858
No log	3.0	258	0.7808	0.4503	0.7808	0.8837
No log	3.0233	260	0.7699	0.4903	0.7699	0.8775
No log	3.0465	262	0.7554	0.5003	0.7554	0.8691
No log	3.0698	264	0.7492	0.5003	0.7492	0.8656
No log	3.0930	266	0.7659	0.5363	0.7659	0.8751
No log	3.1163	268	0.8150	0.3880	0.8150	0.9028
No log	3.1395	270	0.8327	0.3735	0.8327	0.9125
No log	3.1628	272	0.8229	0.3668	0.8229	0.9071
No log	3.1860	274	0.7942	0.3404	0.7942	0.8912
No log	3.2093	276	0.7133	0.5003	0.7133	0.8446
No log	3.2326	278	0.6957	0.5536	0.6957	0.8341
No log	3.2558	280	0.7148	0.5835	0.7148	0.8455
No log	3.2791	282	0.7972	0.4603	0.7972	0.8929
No log	3.3023	284	0.9646	0.4	0.9646	0.9821
No log	3.3256	286	0.9740	0.3658	0.9740	0.9869
No log	3.3488	288	0.8806	0.3989	0.8806	0.9384
No log	3.3721	290	0.7827	0.3424	0.7827	0.8847
No log	3.3953	292	0.7273	0.4401	0.7273	0.8528
No log	3.4186	294	0.7305	0.5040	0.7305	0.8547
No log	3.4419	296	0.7277	0.5529	0.7277	0.8530
No log	3.4651	298	0.7232	0.5121	0.7232	0.8504
No log	3.4884	300	0.7922	0.4629	0.7922	0.8901
No log	3.5116	302	0.7927	0.4629	0.7927	0.8903
No log	3.5349	304	0.7381	0.5146	0.7381	0.8591
No log	3.5581	306	0.7103	0.5972	0.7103	0.8428
No log	3.5814	308	0.7147	0.5983	0.7147	0.8454
No log	3.6047	310	0.7311	0.5040	0.7311	0.8550
No log	3.6279	312	0.7352	0.5402	0.7352	0.8574
No log	3.6512	314	0.7353	0.5759	0.7353	0.8575
No log	3.6744	316	0.7726	0.4839	0.7726	0.8790
No log	3.6977	318	0.9278	0.3865	0.9278	0.9632
No log	3.7209	320	1.0097	0.3766	1.0097	1.0049
No log	3.7442	322	0.9242	0.4100	0.9242	0.9614
No log	3.7674	324	0.8360	0.4222	0.8360	0.9143
No log	3.7907	326	0.7908	0.3792	0.7908	0.8893
No log	3.8140	328	0.7584	0.4343	0.7584	0.8709
No log	3.8372	330	0.7440	0.4712	0.7440	0.8626
No log	3.8605	332	0.7441	0.4461	0.7441	0.8626
No log	3.8837	334	0.7764	0.4198	0.7764	0.8811
No log	3.9070	336	0.8048	0.3658	0.8048	0.8971
No log	3.9302	338	0.8245	0.3067	0.8245	0.9080
No log	3.9535	340	0.8419	0.2796	0.8419	0.9175
No log	3.9767	342	0.8316	0.3103	0.8316	0.9119
No log	4.0	344	0.7965	0.4078	0.7965	0.8924
No log	4.0233	346	0.7665	0.4903	0.7665	0.8755
No log	4.0465	348	0.7269	0.5436	0.7269	0.8526
No log	4.0698	350	0.6888	0.5796	0.6888	0.8300
No log	4.0930	352	0.6764	0.6682	0.6764	0.8225
No log	4.1163	354	0.6885	0.6397	0.6885	0.8297
No log	4.1395	356	0.6902	0.6682	0.6902	0.8308
No log	4.1628	358	0.7024	0.6013	0.7024	0.8381
No log	4.1860	360	0.7150	0.6013	0.7150	0.8456
No log	4.2093	362	0.7262	0.5898	0.7262	0.8522
No log	4.2326	364	0.7243	0.5783	0.7243	0.8510
No log	4.2558	366	0.7338	0.6407	0.7338	0.8566
No log	4.2791	368	0.7352	0.6397	0.7352	0.8575
No log	4.3023	370	0.7571	0.5688	0.7571	0.8701
No log	4.3256	372	0.7901	0.3841	0.7901	0.8889
No log	4.3488	374	0.7894	0.3841	0.7894	0.8885
No log	4.3721	376	0.8170	0.3543	0.8170	0.9039
No log	4.3953	378	0.8179	0.3663	0.8179	0.9044
No log	4.4186	380	0.7851	0.3414	0.7851	0.8860
No log	4.4419	382	0.7580	0.4903	0.7580	0.8706
No log	4.4651	384	0.7475	0.4887	0.7475	0.8646
No log	4.4884	386	0.7517	0.4078	0.7517	0.8670
No log	4.5116	388	0.7787	0.4949	0.7787	0.8824
No log	4.5349	390	0.8541	0.4428	0.8541	0.9242
No log	4.5581	392	0.9050	0.4180	0.9050	0.9513
No log	4.5814	394	0.9012	0.4169	0.9012	0.9493
No log	4.6047	396	0.8402	0.4039	0.8402	0.9166
No log	4.6279	398	0.7745	0.4168	0.7745	0.8800
No log	4.6512	400	0.7539	0.4574	0.7539	0.8683
No log	4.6744	402	0.6989	0.4608	0.6989	0.8360
No log	4.6977	404	0.6560	0.5877	0.6560	0.8100
No log	4.7209	406	0.6378	0.6322	0.6378	0.7986
No log	4.7442	408	0.6801	0.4946	0.6801	0.8247
No log	4.7674	410	0.7071	0.5509	0.7071	0.8409
No log	4.7907	412	0.7132	0.5292	0.7132	0.8445
No log	4.8140	414	0.6358	0.5550	0.6358	0.7974
No log	4.8372	416	0.6742	0.4741	0.6742	0.8211
No log	4.8605	418	0.6924	0.4365	0.6924	0.8321
No log	4.8837	420	0.6470	0.4941	0.6470	0.8043
No log	4.9070	422	0.6382	0.5784	0.6382	0.7989
No log	4.9302	424	0.6100	0.5784	0.6100	0.7810
No log	4.9535	426	0.6066	0.5784	0.6066	0.7789
No log	4.9767	428	0.6039	0.6475	0.6039	0.7771
No log	5.0	430	0.5875	0.6682	0.5875	0.7665
No log	5.0233	432	0.5732	0.6254	0.5732	0.7571
No log	5.0465	434	0.5840	0.5823	0.5840	0.7642
No log	5.0698	436	0.6488	0.5522	0.6488	0.8055
No log	5.0930	438	0.6847	0.5377	0.6847	0.8275
No log	5.1163	440	0.6813	0.5348	0.6813	0.8254
No log	5.1395	442	0.6870	0.5992	0.6870	0.8289
No log	5.1628	444	0.7020	0.5696	0.7020	0.8379
No log	5.1860	446	0.6853	0.5837	0.6853	0.8279
No log	5.2093	448	0.6675	0.6094	0.6675	0.8170
No log	5.2326	450	0.6575	0.6094	0.6575	0.8109
No log	5.2558	452	0.6482	0.5412	0.6482	0.8051
No log	5.2791	454	0.6378	0.5687	0.6378	0.7986
No log	5.3023	456	0.6290	0.6602	0.6290	0.7931
No log	5.3256	458	0.6405	0.6221	0.6405	0.8003
No log	5.3488	460	0.6487	0.6032	0.6487	0.8054
No log	5.3721	462	0.6317	0.6360	0.6317	0.7948
No log	5.3953	464	0.6399	0.6559	0.6399	0.7999
No log	5.4186	466	0.7000	0.6115	0.7000	0.8366
No log	5.4419	468	0.7386	0.4697	0.7386	0.8594
No log	5.4651	470	0.7327	0.4696	0.7327	0.8560
No log	5.4884	472	0.7041	0.5065	0.7041	0.8391
No log	5.5116	474	0.6760	0.5698	0.6760	0.8222
No log	5.5349	476	0.6516	0.6094	0.6516	0.8072
No log	5.5581	478	0.6782	0.5721	0.6782	0.8235
No log	5.5814	480	0.7252	0.5079	0.7252	0.8516
No log	5.6047	482	0.7407	0.4584	0.7407	0.8607
No log	5.6279	484	0.7864	0.4208	0.7864	0.8868
No log	5.6512	486	0.8703	0.4318	0.8703	0.9329
No log	5.6744	488	0.8157	0.4292	0.8157	0.9031
No log	5.6977	490	0.7610	0.3663	0.7610	0.8724
No log	5.7209	492	0.7292	0.4327	0.7292	0.8539
No log	5.7442	494	0.7150	0.48	0.7150	0.8455
No log	5.7674	496	0.7163	0.4675	0.7163	0.8464
No log	5.7907	498	0.7348	0.4480	0.7348	0.8572
0.39	5.8140	500	0.7668	0.3663	0.7668	0.8757
0.39	5.8372	502	0.7855	0.3643	0.7855	0.8863
0.39	5.8605	504	0.7719	0.3264	0.7719	0.8786
0.39	5.8837	506	0.7624	0.3802	0.7624	0.8732
0.39	5.9070	508	0.6996	0.5274	0.6996	0.8364
0.39	5.9302	510	0.6754	0.5503	0.6754	0.8218
0.39	5.9535	512	0.6668	0.5503	0.6668	0.8166
0.39	5.9767	514	0.6957	0.5103	0.6957	0.8341
0.39	6.0	516	0.6345	0.6322	0.6345	0.7965
0.39	6.0233	518	0.6436	0.5874	0.6436	0.8023
0.39	6.0465	520	0.6540	0.5503	0.6540	0.8087
0.39	6.0698	522	0.6969	0.5787	0.6969	0.8348
0.39	6.0930	524	0.7172	0.5429	0.7172	0.8469
0.39	6.1163	526	0.6905	0.4743	0.6905	0.8310
0.39	6.1395	528	0.6610	0.5131	0.6610	0.8130
0.39	6.1628	530	0.6400	0.6622	0.6400	0.8000
0.39	6.1860	532	0.6408	0.6067	0.6408	0.8005
0.39	6.2093	534	0.6345	0.6805	0.6345	0.7966
0.39	6.2326	536	0.6747	0.5585	0.6747	0.8214
0.39	6.2558	538	0.7176	0.5787	0.7176	0.8471
0.39	6.2791	540	0.7376	0.5103	0.7376	0.8588
0.39	6.3023	542	0.7201	0.5003	0.7201	0.8486
0.39	6.3256	544	0.6976	0.4762	0.6976	0.8352
0.39	6.3488	546	0.6919	0.4762	0.6919	0.8318
0.39	6.3721	548	0.6758	0.4626	0.6758	0.8221
0.39	6.3953	550	0.6543	0.5375	0.6543	0.8089
0.39	6.4186	552	0.6273	0.6254	0.6273	0.7920
0.39	6.4419	554	0.6338	0.6172	0.6338	0.7961
0.39	6.4651	556	0.6587	0.6218	0.6587	0.8116
0.39	6.4884	558	0.6673	0.6231	0.6673	0.8169
0.39	6.5116	560	0.6671	0.5835	0.6671	0.8167
0.39	6.5349	562	0.6780	0.5260	0.6780	0.8234
0.39	6.5581	564	0.6721	0.5605	0.6721	0.8198
0.39	6.5814	566	0.6653	0.5103	0.6653	0.8157
0.39	6.6047	568	0.6653	0.5740	0.6653	0.8157
0.39	6.6279	570	0.6165	0.5565	0.6165	0.7851
0.39	6.6512	572	0.5961	0.6380	0.5961	0.7721
0.39	6.6744	574	0.6173	0.6720	0.6173	0.7857
0.39	6.6977	576	0.6519	0.6262	0.6519	0.8074
0.39	6.7209	578	0.6365	0.6516	0.6365	0.7978
0.39	6.7442	580	0.6219	0.6243	0.6219	0.7886
0.39	6.7674	582	0.6227	0.6682	0.6227	0.7891
0.39	6.7907	584	0.6354	0.5810	0.6354	0.7971
0.39	6.8140	586	0.6365	0.5835	0.6365	0.7978
0.39	6.8372	588	0.6541	0.5883	0.6541	0.8088
0.39	6.8605	590	0.6611	0.5883	0.6611	0.8131
0.39	6.8837	592	0.6505	0.5746	0.6505	0.8065
0.39	6.9070	594	0.6507	0.6001	0.6507	0.8066
0.39	6.9302	596	0.6400	0.6322	0.6400	0.8000
0.39	6.9535	598	0.6488	0.5810	0.6488	0.8055
0.39	6.9767	600	0.6793	0.5751	0.6793	0.8242
0.39	7.0	602	0.7176	0.5279	0.7176	0.8471
0.39	7.0233	604	0.7166	0.5305	0.7166	0.8465
0.39	7.0465	606	0.6608	0.5002	0.6608	0.8129
0.39	7.0698	608	0.6628	0.5974	0.6628	0.8141
0.39	7.0930	610	0.7160	0.4918	0.7160	0.8462
0.39	7.1163	612	0.7336	0.5035	0.7336	0.8565
0.39	7.1395	614	0.7048	0.5020	0.7048	0.8395
0.39	7.1628	616	0.6760	0.5536	0.6760	0.8222
0.39	7.1860	618	0.6955	0.5232	0.6955	0.8339
0.39	7.2093	620	0.7224	0.4858	0.7224	0.8500
0.39	7.2326	622	0.7522	0.4318	0.7522	0.8673
0.39	7.2558	624	0.7404	0.4450	0.7404	0.8605
0.39	7.2791	626	0.7235	0.4192	0.7235	0.8506
0.39	7.3023	628	0.7096	0.5035	0.7096	0.8424
0.39	7.3256	630	0.7008	0.5838	0.7008	0.8371
0.39	7.3488	632	0.6893	0.5838	0.6893	0.8302
0.39	7.3721	634	0.6990	0.4730	0.6990	0.8361
0.39	7.3953	636	0.7537	0.4180	0.7537	0.8682
0.39	7.4186	638	0.7750	0.4180	0.7750	0.8803
0.39	7.4419	640	0.7773	0.4180	0.7773	0.8817
0.39	7.4651	642	0.7845	0.4180	0.7845	0.8857
0.39	7.4884	644	0.8046	0.4417	0.8046	0.8970
0.39	7.5116	646	0.8109	0.4773	0.8109	0.9005
0.39	7.5349	648	0.7579	0.4666	0.7579	0.8705
0.39	7.5581	650	0.7019	0.4344	0.7019	0.8378
0.39	7.5814	652	0.6602	0.4227	0.6602	0.8125
0.39	7.6047	654	0.6519	0.5640	0.6519	0.8074
0.39	7.6279	656	0.6604	0.4624	0.6604	0.8127
0.39	7.6512	658	0.6839	0.4610	0.6839	0.8270
0.39	7.6744	660	0.7167	0.3921	0.7167	0.8466
0.39	7.6977	662	0.7613	0.3939	0.7613	0.8725
0.39	7.7209	664	0.7574	0.3939	0.7574	0.8703
0.39	7.7442	666	0.7255	0.4483	0.7255	0.8517
0.39	7.7674	668	0.6956	0.4743	0.6956	0.8341
0.39	7.7907	670	0.6768	0.5018	0.6768	0.8227
0.39	7.8140	672	0.6646	0.5422	0.6646	0.8153
0.39	7.8372	674	0.6644	0.5180	0.6644	0.8151
0.39	7.8605	676	0.6758	0.5180	0.6758	0.8221
0.39	7.8837	678	0.6962	0.4882	0.6962	0.8344
0.39	7.9070	680	0.7101	0.4361	0.7101	0.8427
0.39	7.9302	682	0.6204	0.6232	0.6204	0.7877
0.39	7.9535	684	0.6232	0.6047	0.6232	0.7894
0.39	7.9767	686	0.6440	0.6172	0.6440	0.8025
0.39	8.0	688	0.6650	0.5956	0.6650	0.8155
0.39	8.0233	690	0.6933	0.5518	0.6933	0.8326
0.39	8.0465	692	0.6511	0.6058	0.6511	0.8069
0.39	8.0698	694	0.6365	0.6058	0.6365	0.7978
0.39	8.0930	696	0.6150	0.6047	0.6150	0.7842
0.39	8.1163	698	0.6190	0.5807	0.6190	0.7868
0.39	8.1395	700	0.6184	0.6017	0.6184	0.7864
0.39	8.1628	702	0.6130	0.6118	0.6130	0.7830
0.39	8.1860	704	0.6183	0.6335	0.6183	0.7863
0.39	8.2093	706	0.6254	0.6370	0.6254	0.7908
0.39	8.2326	708	0.6214	0.6076	0.6214	0.7883
0.39	8.2558	710	0.6393	0.5806	0.6393	0.7995
0.39	8.2791	712	0.6263	0.6373	0.6263	0.7914
0.39	8.3023	714	0.6255	0.6370	0.6255	0.7909
0.39	8.3256	716	0.6124	0.6335	0.6124	0.7826
0.39	8.3488	718	0.6009	0.6217	0.6009	0.7751
0.39	8.3721	720	0.6487	0.5708	0.6487	0.8054
0.39	8.3953	722	0.7043	0.4670	0.7043	0.8392
0.39	8.4186	724	0.6645	0.5366	0.6645	0.8152
0.39	8.4419	726	0.6011	0.6485	0.6011	0.7753
0.39	8.4651	728	0.6163	0.6575	0.6163	0.7850
0.39	8.4884	730	0.7275	0.6019	0.7275	0.8530
0.39	8.5116	732	0.8133	0.5593	0.8133	0.9018
0.39	8.5349	734	0.8399	0.5490	0.8399	0.9164
0.39	8.5581	736	0.7638	0.5516	0.7638	0.8739
0.39	8.5814	738	0.6838	0.5220	0.6838	0.8269
0.39	8.6047	740	0.6434	0.5274	0.6434	0.8021
0.39	8.6279	742	0.6330	0.6291	0.6330	0.7956
0.39	8.6512	744	0.6214	0.6172	0.6214	0.7883
0.39	8.6744	746	0.6030	0.6485	0.6030	0.7765
0.39	8.6977	748	0.5935	0.6370	0.5935	0.7704
0.39	8.7209	750	0.6127	0.6396	0.6127	0.7827
0.39	8.7442	752	0.6687	0.6099	0.6687	0.8177
0.39	8.7674	754	0.7199	0.5584	0.7199	0.8484
0.39	8.7907	756	0.7313	0.5183	0.7313	0.8552
0.39	8.8140	758	0.7061	0.4728	0.7061	0.8403
0.39	8.8372	760	0.6707	0.5103	0.6707	0.8190
0.39	8.8605	762	0.6165	0.5746	0.6165	0.7852
0.39	8.8837	764	0.5901	0.6128	0.5901	0.7682
0.39	8.9070	766	0.5923	0.6198	0.5923	0.7696
0.39	8.9302	768	0.6426	0.6199	0.6426	0.8016
0.39	8.9535	770	0.6906	0.5584	0.6906	0.8310
0.39	8.9767	772	0.7480	0.4599	0.7480	0.8649
0.39	9.0	774	0.7421	0.4858	0.7421	0.8615
0.39	9.0233	776	0.7042	0.4612	0.7042	0.8392
0.39	9.0465	778	0.6600	0.5989	0.6600	0.8124
0.39	9.0698	780	0.6248	0.5847	0.6248	0.7904
0.39	9.0930	782	0.6082	0.6405	0.6082	0.7798
0.39	9.1163	784	0.6245	0.6748	0.6245	0.7903
0.39	9.1395	786	0.6519	0.5595	0.6519	0.8074
0.39	9.1628	788	0.6284	0.6438	0.6284	0.7927
0.39	9.1860	790	0.6076	0.5917	0.6076	0.7795
0.39	9.2093	792	0.6065	0.5972	0.6065	0.7788
0.39	9.2326	794	0.6080	0.5943	0.6080	0.7797
0.39	9.2558	796	0.5928	0.5917	0.5928	0.7699
0.39	9.2791	798	0.5615	0.6301	0.5615	0.7494
0.39	9.3023	800	0.5355	0.6681	0.5355	0.7317
0.39	9.3256	802	0.5362	0.7142	0.5362	0.7322
0.39	9.3488	804	0.5837	0.6394	0.5837	0.7640
0.39	9.3721	806	0.5818	0.6394	0.5818	0.7628
0.39	9.3953	808	0.5666	0.6729	0.5666	0.7528
0.39	9.4186	810	0.5984	0.6456	0.5984	0.7736
0.39	9.4419	812	0.6595	0.5986	0.6595	0.8121
0.39	9.4651	814	0.7527	0.5677	0.7527	0.8676
0.39	9.4884	816	0.8090	0.5411	0.8090	0.8994
0.39	9.5116	818	0.8686	0.4898	0.8686	0.9320
0.39	9.5349	820	0.9076	0.4983	0.9076	0.9527
0.39	9.5581	822	0.8579	0.4983	0.8579	0.9262
0.39	9.5814	824	0.7809	0.5902	0.7809	0.8837
0.39	9.6047	826	0.6770	0.5438	0.6770	0.8228
0.39	9.6279	828	0.6615	0.5472	0.6615	0.8134
0.39	9.6512	830	0.6617	0.5835	0.6617	0.8134
0.39	9.6744	832	0.6318	0.6559	0.6318	0.7949
0.39	9.6977	834	0.6289	0.7011	0.6289	0.7930
0.39	9.7209	836	0.6489	0.6529	0.6489	0.8056
0.39	9.7442	838	0.6306	0.6849	0.6306	0.7941
0.39	9.7674	840	0.6018	0.6833	0.6018	0.7758
0.39	9.7907	842	0.5707	0.7102	0.5707	0.7554
0.39	9.8140	844	0.5391	0.6879	0.5391	0.7342
0.39	9.8372	846	0.5270	0.6768	0.5270	0.7260
0.39	9.8605	848	0.5206	0.6681	0.5206	0.7216
0.39	9.8837	850	0.5210	0.6849	0.5210	0.7218
0.39	9.9070	852	0.5271	0.6673	0.5271	0.7260
0.39	9.9302	854	0.5478	0.6332	0.5478	0.7401
0.39	9.9535	856	0.5647	0.6332	0.5647	0.7515
0.39	9.9767	858	0.5727	0.6332	0.5727	0.7568
0.39	10.0	860	0.5738	0.6332	0.5738	0.7575
0.39	10.0233	862	0.5737	0.6343	0.5737	0.7575
0.39	10.0465	864	0.5677	0.6343	0.5677	0.7535
0.39	10.0698	866	0.5795	0.6343	0.5795	0.7613
0.39	10.0930	868	0.6062	0.6332	0.6062	0.7786
0.39	10.1163	870	0.6304	0.6682	0.6304	0.7940
0.39	10.1395	872	0.6257	0.6332	0.6257	0.7910
0.39	10.1628	874	0.6131	0.5783	0.6131	0.7830
0.39	10.1860	876	0.5915	0.5894	0.5915	0.7691
0.39	10.2093	878	0.5790	0.6017	0.5790	0.7609
0.39	10.2326	880	0.5779	0.6017	0.5779	0.7602
0.39	10.2558	882	0.5880	0.5894	0.5880	0.7668
0.39	10.2791	884	0.5927	0.6013	0.5927	0.7699
0.39	10.3023	886	0.5996	0.6001	0.5996	0.7743
0.39	10.3256	888	0.6065	0.6013	0.6065	0.7788
0.39	10.3488	890	0.6123	0.5656	0.6123	0.7825
0.39	10.3721	892	0.6051	0.5542	0.6051	0.7779
0.39	10.3953	894	0.5985	0.5771	0.5985	0.7736
0.39	10.4186	896	0.5821	0.6537	0.5821	0.7629
0.39	10.4419	898	0.5715	0.6537	0.5715	0.7559
0.39	10.4651	900	0.5651	0.6733	0.5651	0.7517
0.39	10.4884	902	0.5803	0.6006	0.5803	0.7618
0.39	10.5116	904	0.5925	0.5669	0.5925	0.7697
0.39	10.5349	906	0.6116	0.5669	0.6116	0.7820
0.39	10.5581	908	0.6341	0.5783	0.6341	0.7963
0.39	10.5814	910	0.6401	0.5771	0.6401	0.8000
0.39	10.6047	912	0.6485	0.5712	0.6485	0.8053
0.39	10.6279	914	0.6935	0.4741	0.6935	0.8327
0.39	10.6512	916	0.7177	0.4613	0.7177	0.8472
0.39	10.6744	918	0.7193	0.4628	0.7193	0.8481
0.39	10.6977	920	0.7219	0.4628	0.7219	0.8496
0.39	10.7209	922	0.7225	0.4494	0.7225	0.8500
0.39	10.7442	924	0.7052	0.4494	0.7052	0.8398
0.39	10.7674	926	0.6955	0.4494	0.6955	0.8339
0.39	10.7907	928	0.6923	0.5093	0.6923	0.8321
0.39	10.8140	930	0.6999	0.4858	0.6999	0.8366
0.39	10.8372	932	0.7021	0.4515	0.7021	0.8379
0.39	10.8605	934	0.7037	0.4515	0.7037	0.8389
0.39	10.8837	936	0.6995	0.5305	0.6995	0.8364
0.39	10.9070	938	0.7191	0.5383	0.7191	0.8480
0.39	10.9302	940	0.7610	0.5628	0.7610	0.8723
0.39	10.9535	942	0.8060	0.5294	0.8060	0.8978
0.39	10.9767	944	0.8056	0.4694	0.8056	0.8976
0.39	11.0	946	0.7590	0.4832	0.7590	0.8712
0.39	11.0233	948	0.7335	0.4862	0.7335	0.8565
0.39	11.0465	950	0.7346	0.4746	0.7346	0.8571
0.39	11.0698	952	0.7526	0.4746	0.7526	0.8675
0.39	11.0930	954	0.7796	0.3663	0.7796	0.8830
0.39	11.1163	956	0.7795	0.3802	0.7795	0.8829
0.39	11.1395	958	0.7698	0.4075	0.7698	0.8774
0.39	11.1628	960	0.7236	0.4461	0.7236	0.8506
0.39	11.1860	962	0.6839	0.4847	0.6839	0.8270
0.39	11.2093	964	0.6457	0.5666	0.6457	0.8036
0.39	11.2326	966	0.6322	0.5796	0.6322	0.7951
0.39	11.2558	968	0.6377	0.5679	0.6377	0.7986
0.39	11.2791	970	0.6387	0.5666	0.6387	0.7992
0.39	11.3023	972	0.6385	0.5653	0.6385	0.7991
0.39	11.3256	974	0.6535	0.5614	0.6535	0.8084
0.39	11.3488	976	0.6727	0.4847	0.6727	0.8202
0.39	11.3721	978	0.6578	0.5614	0.6578	0.8111
0.39	11.3953	980	0.6471	0.5495	0.6471	0.8044
0.39	11.4186	982	0.6437	0.5288	0.6437	0.8023
0.39	11.4419	984	0.6398	0.5627	0.6398	0.7999
0.39	11.4651	986	0.6239	0.6486	0.6239	0.7899
0.39	11.4884	988	0.6154	0.5914	0.6154	0.7844
0.39	11.5116	990	0.6160	0.5914	0.6160	0.7849
0.39	11.5349	992	0.6181	0.5821	0.6181	0.7862
0.39	11.5581	994	0.6167	0.5926	0.6167	0.7853
0.39	11.5814	996	0.6217	0.5570	0.6217	0.7885
0.39	11.6047	998	0.6314	0.6064	0.6314	0.7946
0.077	11.6279	1000	0.6569	0.5605	0.6569	0.8105
0.077	11.6512	1002	0.6872	0.5232	0.6872	0.8290
0.077	11.6744	1004	0.7217	0.4980	0.7217	0.8495
0.077	11.6977	1006	0.7519	0.4980	0.7519	0.8671
0.077	11.7209	1008	0.7646	0.4867	0.7646	0.8744
0.077	11.7442	1010	0.7714	0.4980	0.7714	0.8783

Framework versions

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