ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k16_task1_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: 0.9616
• Qwk: 0.6932
• Mse: 0.9616
• Rmse: 0.9806

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	0.0263	2	6.8603	0.0242	6.8603	2.6192
No log	0.0526	4	4.4471	0.0823	4.4471	2.1088
No log	0.0789	6	3.4823	0.0108	3.4823	1.8661
No log	0.1053	8	3.1467	0.0126	3.1467	1.7739
No log	0.1316	10	2.1540	0.1240	2.1540	1.4676
No log	0.1579	12	1.8928	0.1622	1.8928	1.3758
No log	0.1842	14	2.0418	0.1930	2.0418	1.4289
No log	0.2105	16	2.4431	-0.0435	2.4431	1.5631
No log	0.2368	18	3.0992	0.0130	3.0992	1.7605
No log	0.2632	20	3.3236	0.0606	3.3236	1.8231
No log	0.2895	22	2.9229	0.0127	2.9229	1.7096
No log	0.3158	24	2.3541	0.0811	2.3541	1.5343
No log	0.3421	26	1.8416	0.2362	1.8416	1.3571
No log	0.3684	28	1.5035	0.1982	1.5035	1.2262
No log	0.3947	30	1.4600	0.1982	1.4600	1.2083
No log	0.4211	32	1.5390	0.1852	1.5390	1.2406
No log	0.4474	34	1.8028	0.2931	1.8028	1.3427
No log	0.4737	36	1.9299	0.2836	1.9299	1.3892
No log	0.5	38	2.2711	0.2533	2.2711	1.5070
No log	0.5263	40	3.0114	0.1287	3.0114	1.7353
No log	0.5526	42	3.5391	0.1315	3.5391	1.8813
No log	0.5789	44	3.2951	0.1393	3.2951	1.8152
No log	0.6053	46	2.7790	0.1765	2.7790	1.6670
No log	0.6316	48	2.0667	0.28	2.0667	1.4376
No log	0.6579	50	1.7920	0.3217	1.7920	1.3387
No log	0.6842	52	1.9654	0.3356	1.9654	1.4019
No log	0.7105	54	2.3762	0.2395	2.3762	1.5415
No log	0.7368	56	2.4970	0.2444	2.4970	1.5802
No log	0.7632	58	2.6008	0.2667	2.6008	1.6127
No log	0.7895	60	3.4863	0.2133	3.4863	1.8672
No log	0.8158	62	4.4291	0.1293	4.4291	2.1046
No log	0.8421	64	4.3375	0.1484	4.3375	2.0827
No log	0.8684	66	3.3852	0.2281	3.3852	1.8399
No log	0.8947	68	2.1112	0.3000	2.1112	1.4530
No log	0.9211	70	1.5074	0.4460	1.5074	1.2278
No log	0.9474	72	1.3911	0.4776	1.3911	1.1794
No log	0.9737	74	1.4243	0.4179	1.4243	1.1935
No log	1.0	76	1.5603	0.4714	1.5603	1.2491
No log	1.0263	78	2.0384	0.3354	2.0384	1.4277
No log	1.0526	80	2.6732	0.2692	2.6732	1.6350
No log	1.0789	82	3.1261	0.2578	3.1261	1.7681
No log	1.1053	84	2.9148	0.3000	2.9148	1.7073
No log	1.1316	86	2.2753	0.3781	2.2753	1.5084
No log	1.1579	88	1.7402	0.4813	1.7402	1.3192
No log	1.1842	90	1.5128	0.5030	1.5128	1.2299
No log	1.2105	92	1.2521	0.5733	1.2521	1.1190
No log	1.2368	94	1.2315	0.5430	1.2315	1.1097
No log	1.2632	96	1.1397	0.5811	1.1397	1.0676
No log	1.2895	98	1.0735	0.6207	1.0735	1.0361
No log	1.3158	100	1.0794	0.6207	1.0794	1.0389
No log	1.3421	102	1.0092	0.6622	1.0092	1.0046
No log	1.3684	104	1.0163	0.6622	1.0163	1.0081
No log	1.3947	106	1.0688	0.6711	1.0688	1.0338
No log	1.4211	108	1.0000	0.6309	1.0000	1.0000
No log	1.4474	110	1.0194	0.5890	1.0194	1.0096
No log	1.4737	112	1.0364	0.5946	1.0364	1.0180
No log	1.5	114	0.9952	0.6795	0.9952	0.9976
No log	1.5263	116	1.0802	0.6541	1.0802	1.0393
No log	1.5526	118	1.0333	0.6234	1.0333	1.0165
No log	1.5789	120	1.0857	0.5960	1.0857	1.0420
No log	1.6053	122	1.4135	0.5385	1.4135	1.1889
No log	1.6316	124	1.5317	0.5455	1.5317	1.2376
No log	1.6579	126	1.5126	0.5663	1.5126	1.2299
No log	1.6842	128	1.3067	0.5823	1.3067	1.1431
No log	1.7105	130	0.9411	0.6623	0.9411	0.9701
No log	1.7368	132	0.8183	0.6623	0.8183	0.9046
No log	1.7632	134	0.8472	0.7013	0.8472	0.9205
No log	1.7895	136	0.8443	0.7097	0.8443	0.9188
No log	1.8158	138	0.9557	0.6957	0.9557	0.9776
No log	1.8421	140	0.9686	0.6867	0.9686	0.9842
No log	1.8684	142	0.9342	0.7006	0.9342	0.9665
No log	1.8947	144	1.0721	0.6216	1.0721	1.0354
No log	1.9211	146	1.0230	0.6438	1.0230	1.0114
No log	1.9474	148	0.8526	0.7673	0.8526	0.9234
No log	1.9737	150	1.1078	0.6265	1.1078	1.0525
No log	2.0	152	1.3987	0.5922	1.3987	1.1827
No log	2.0263	154	1.6771	0.5561	1.6771	1.2950
No log	2.0526	156	1.6272	0.5838	1.6272	1.2756
No log	2.0789	158	1.3047	0.5714	1.3047	1.1423
No log	2.1053	160	1.0368	0.6545	1.0368	1.0182
No log	2.1316	162	0.8593	0.7051	0.8593	0.9270
No log	2.1579	164	0.8701	0.7066	0.8701	0.9328
No log	2.1842	166	0.9048	0.7030	0.9048	0.9512
No log	2.2105	168	0.8974	0.7081	0.8974	0.9473
No log	2.2368	170	0.9214	0.6792	0.9214	0.9599
No log	2.2632	172	0.9385	0.6667	0.9385	0.9688
No log	2.2895	174	0.9168	0.7013	0.9168	0.9575
No log	2.3158	176	0.8688	0.6755	0.8688	0.9321
No log	2.3421	178	0.8641	0.6883	0.8641	0.9296
No log	2.3684	180	0.8571	0.6667	0.8571	0.9258
No log	2.3947	182	0.8991	0.6883	0.8991	0.9482
No log	2.4211	184	0.9192	0.6528	0.9192	0.9588
No log	2.4474	186	0.9931	0.6623	0.9931	0.9965
No log	2.4737	188	1.1814	0.6	1.1814	1.0869
No log	2.5	190	1.3046	0.5882	1.3046	1.1422
No log	2.5263	192	1.3604	0.5780	1.3604	1.1664
No log	2.5526	194	1.6746	0.5949	1.6746	1.2940
No log	2.5789	196	1.9044	0.5714	1.9044	1.3800
No log	2.6053	198	1.6385	0.6020	1.6385	1.2800
No log	2.6316	200	1.1646	0.6769	1.1646	1.0792
No log	2.6579	202	0.8263	0.7151	0.8263	0.9090
No log	2.6842	204	0.7746	0.7674	0.7746	0.8801
No log	2.7105	206	0.8120	0.7097	0.8120	0.9011
No log	2.7368	208	0.8850	0.6883	0.8850	0.9407
No log	2.7632	210	0.9281	0.7006	0.9281	0.9634
No log	2.7895	212	0.9277	0.6538	0.9277	0.9632
No log	2.8158	214	0.9408	0.6667	0.9408	0.9699
No log	2.8421	216	1.0055	0.6573	1.0055	1.0027
No log	2.8684	218	1.0158	0.6479	1.0158	1.0079
No log	2.8947	220	1.0495	0.5816	1.0495	1.0244
No log	2.9211	222	1.1817	0.5638	1.1817	1.0871
No log	2.9474	224	1.1617	0.5789	1.1617	1.0778
No log	2.9737	226	1.0100	0.6536	1.0100	1.0050
No log	3.0	228	0.9059	0.6577	0.9059	0.9518
No log	3.0263	230	0.8865	0.7143	0.8865	0.9416
No log	3.0526	232	0.8964	0.6456	0.8964	0.9468
No log	3.0789	234	0.9415	0.6667	0.9415	0.9703
No log	3.1053	236	0.9569	0.6667	0.9569	0.9782
No log	3.1316	238	0.9557	0.6623	0.9557	0.9776
No log	3.1579	240	0.9698	0.6708	0.9698	0.9848
No log	3.1842	242	1.0369	0.6548	1.0369	1.0183
No log	3.2105	244	0.9774	0.6503	0.9774	0.9886
No log	3.2368	246	0.8457	0.7625	0.8457	0.9196
No log	3.2632	248	0.8202	0.7625	0.8202	0.9057
No log	3.2895	250	0.8630	0.7730	0.8630	0.9290
No log	3.3158	252	1.0448	0.6460	1.0448	1.0221
No log	3.3421	254	1.3720	0.5848	1.3720	1.1713
No log	3.3684	256	1.4384	0.5562	1.4384	1.1993
No log	3.3947	258	1.3047	0.5679	1.3047	1.1422
No log	3.4211	260	1.1195	0.5931	1.1195	1.0580
No log	3.4474	262	1.0078	0.5455	1.0078	1.0039
No log	3.4737	264	0.9668	0.6483	0.9668	0.9832
No log	3.5	266	1.0040	0.6503	1.0040	1.0020
No log	3.5263	268	1.0250	0.6358	1.0250	1.0124
No log	3.5526	270	0.9296	0.7191	0.9296	0.9641
No log	3.5789	272	0.8319	0.7458	0.8319	0.9121
No log	3.6053	274	0.7819	0.7326	0.7819	0.8842
No log	3.6316	276	0.8140	0.7602	0.8140	0.9022
No log	3.6579	278	0.9626	0.6784	0.9626	0.9811
No log	3.6842	280	1.0824	0.5890	1.0824	1.0404
No log	3.7105	282	1.1600	0.5802	1.1600	1.0770
No log	3.7368	284	1.0665	0.6228	1.0665	1.0327
No log	3.7632	286	0.9152	0.7229	0.9152	0.9566
No log	3.7895	288	0.8596	0.7229	0.8596	0.9272
No log	3.8158	290	0.8608	0.7337	0.8608	0.9278
No log	3.8421	292	0.9072	0.7636	0.9072	0.9525
No log	3.8684	294	1.0082	0.6548	1.0082	1.0041
No log	3.8947	296	1.0728	0.6316	1.0728	1.0357
No log	3.9211	298	1.0761	0.6463	1.0761	1.0373
No log	3.9474	300	0.9521	0.6875	0.9521	0.9757
No log	3.9737	302	0.8033	0.7468	0.8033	0.8963
No log	4.0	304	0.7589	0.7237	0.7589	0.8712
No log	4.0263	306	0.7813	0.6928	0.7813	0.8839
No log	4.0526	308	0.8293	0.7059	0.8293	0.9107
No log	4.0789	310	0.9006	0.7	0.9006	0.9490
No log	4.1053	312	0.9250	0.7143	0.9250	0.9618
No log	4.1316	314	0.9850	0.6966	0.9850	0.9925
No log	4.1579	316	0.9497	0.7151	0.9497	0.9745
No log	4.1842	318	0.8837	0.7	0.8837	0.9401
No log	4.2105	320	0.8665	0.7416	0.8665	0.9308
No log	4.2368	322	0.9282	0.7	0.9282	0.9634
No log	4.2632	324	0.9433	0.7182	0.9433	0.9712
No log	4.2895	326	0.9253	0.7111	0.9253	0.9619
No log	4.3158	328	0.8858	0.7294	0.8858	0.9412
No log	4.3421	330	0.8846	0.7368	0.8846	0.9405
No log	4.3684	332	0.9420	0.7326	0.9420	0.9706
No log	4.3947	334	0.9875	0.7108	0.9875	0.9937
No log	4.4211	336	0.9614	0.7160	0.9614	0.9805
No log	4.4474	338	0.9802	0.7125	0.9802	0.9900
No log	4.4737	340	0.9533	0.7239	0.9533	0.9764
No log	4.5	342	1.0001	0.6932	1.0001	1.0001
No log	4.5263	344	1.0020	0.6932	1.0020	1.0010
No log	4.5526	346	0.8961	0.7528	0.8961	0.9466
No log	4.5789	348	0.8155	0.7514	0.8155	0.9030
No log	4.6053	350	0.8357	0.7529	0.8357	0.9141
No log	4.6316	352	0.8627	0.7251	0.8627	0.9288
No log	4.6579	354	0.8601	0.7394	0.8601	0.9274
No log	4.6842	356	0.9048	0.7037	0.9048	0.9512
No log	4.7105	358	0.9230	0.6905	0.9230	0.9607
No log	4.7368	360	0.8945	0.7229	0.8945	0.9458
No log	4.7632	362	0.9839	0.6706	0.9839	0.9919
No log	4.7895	364	0.9499	0.6946	0.9499	0.9746
No log	4.8158	366	0.8445	0.7394	0.8445	0.9190
No log	4.8421	368	0.8264	0.7407	0.8264	0.9091
No log	4.8684	370	0.8537	0.7305	0.8537	0.9239
No log	4.8947	372	1.0127	0.6821	1.0127	1.0063
No log	4.9211	374	1.1420	0.6328	1.1420	1.0687
No log	4.9474	376	1.2164	0.6136	1.2164	1.1029
No log	4.9737	378	0.9969	0.6667	0.9969	0.9985
No log	5.0	380	0.7863	0.7758	0.7863	0.8868
No log	5.0263	382	0.7520	0.6962	0.7520	0.8672
No log	5.0526	384	0.7881	0.7081	0.7881	0.8878
No log	5.0789	386	0.8345	0.7108	0.8345	0.9135
No log	5.1053	388	0.9926	0.6860	0.9926	0.9963
No log	5.1316	390	1.3369	0.5747	1.3369	1.1563
No log	5.1579	392	1.5307	0.5455	1.5307	1.2372
No log	5.1842	394	1.4730	0.5549	1.4730	1.2137
No log	5.2105	396	1.3473	0.5767	1.3473	1.1607
No log	5.2368	398	1.3894	0.5732	1.3894	1.1787
No log	5.2632	400	1.3077	0.5467	1.3077	1.1436
No log	5.2895	402	1.1705	0.6081	1.1705	1.0819
No log	5.3158	404	0.9679	0.6294	0.9679	0.9838
No log	5.3421	406	0.7578	0.7162	0.7578	0.8705
No log	5.3684	408	0.6793	0.7285	0.6793	0.8242
No log	5.3947	410	0.6575	0.7821	0.6575	0.8109
No log	5.4211	412	0.6718	0.7467	0.6718	0.8196
No log	5.4474	414	0.7247	0.6950	0.7247	0.8513
No log	5.4737	416	0.7566	0.7034	0.7566	0.8698
No log	5.5	418	0.8168	0.6957	0.8168	0.9038
No log	5.5263	420	0.8907	0.6176	0.8907	0.9438
No log	5.5526	422	0.9168	0.5882	0.9168	0.9575
No log	5.5789	424	0.8556	0.6475	0.8556	0.9250
No log	5.6053	426	0.8047	0.6714	0.8047	0.8971
No log	5.6316	428	0.7630	0.6950	0.7630	0.8735
No log	5.6579	430	0.8135	0.7515	0.8135	0.9020
No log	5.6842	432	0.9945	0.6629	0.9945	0.9973
No log	5.7105	434	1.0636	0.64	1.0636	1.0313
No log	5.7368	436	1.1151	0.6364	1.1151	1.0560
No log	5.7632	438	0.9709	0.6893	0.9709	0.9854
No log	5.7895	440	0.8234	0.7486	0.8234	0.9074
No log	5.8158	442	0.8132	0.7362	0.8132	0.9018
No log	5.8421	444	0.8647	0.7261	0.8647	0.9299
No log	5.8684	446	0.9825	0.6203	0.9825	0.9912
No log	5.8947	448	1.2318	0.5917	1.2318	1.1099
No log	5.9211	450	1.5911	0.5318	1.5911	1.2614
No log	5.9474	452	1.6683	0.5257	1.6683	1.2916
No log	5.9737	454	1.4978	0.56	1.4978	1.2238
No log	6.0	456	1.1873	0.6118	1.1873	1.0896
No log	6.0263	458	0.8867	0.7117	0.8867	0.9416
No log	6.0526	460	0.7788	0.7682	0.7788	0.8825
No log	6.0789	462	0.8217	0.6573	0.8217	0.9065
No log	6.1053	464	0.8559	0.6620	0.8559	0.9252
No log	6.1316	466	0.8682	0.7133	0.8682	0.9318
No log	6.1579	468	0.9239	0.6389	0.9239	0.9612
No log	6.1842	470	1.0373	0.6707	1.0373	1.0185
No log	6.2105	472	1.1376	0.6433	1.1376	1.0666
No log	6.2368	474	1.0961	0.6628	1.0961	1.0469
No log	6.2632	476	0.9817	0.6744	0.9817	0.9908
No log	6.2895	478	0.8538	0.7093	0.8538	0.9240
No log	6.3158	480	0.8131	0.7528	0.8131	0.9017
No log	6.3421	482	0.8408	0.7486	0.8408	0.9170
No log	6.3684	484	0.9440	0.7345	0.9440	0.9716
No log	6.3947	486	1.0557	0.6667	1.0557	1.0275
No log	6.4211	488	1.0861	0.6514	1.0861	1.0421
No log	6.4474	490	1.0289	0.6395	1.0289	1.0144
No log	6.4737	492	0.9209	0.7051	0.9209	0.9596
No log	6.5	494	0.8948	0.72	0.8948	0.9459
No log	6.5263	496	0.9419	0.6933	0.9419	0.9705
No log	6.5526	498	1.0497	0.5906	1.0497	1.0245
0.4477	6.5789	500	1.1712	0.6225	1.1712	1.0822
0.4477	6.6053	502	1.1276	0.6316	1.1276	1.0619
0.4477	6.6316	504	1.0195	0.64	1.0195	1.0097
0.4477	6.6579	506	0.9239	0.6846	0.9239	0.9612
0.4477	6.6842	508	0.9101	0.6712	0.9101	0.9540
0.4477	6.7105	510	0.8973	0.6712	0.8973	0.9472
0.4477	6.7368	512	0.9595	0.6800	0.9595	0.9796
0.4477	6.7632	514	1.0661	0.6410	1.0661	1.0325
0.4477	6.7895	516	1.0512	0.6296	1.0512	1.0253
0.4477	6.8158	518	0.9743	0.6503	0.9743	0.9871
0.4477	6.8421	520	0.9276	0.6786	0.9276	0.9631
0.4477	6.8684	522	0.8840	0.7081	0.8840	0.9402
0.4477	6.8947	524	0.8807	0.7342	0.8807	0.9385
0.4477	6.9211	526	0.8929	0.7342	0.8929	0.9449
0.4477	6.9474	528	0.9152	0.7037	0.9152	0.9567
0.4477	6.9737	530	0.9232	0.6977	0.9232	0.9609
0.4477	7.0	532	0.9309	0.7273	0.9309	0.9648
0.4477	7.0263	534	0.8999	0.7374	0.8999	0.9486
0.4477	7.0526	536	0.8375	0.7528	0.8375	0.9152
0.4477	7.0789	538	0.8198	0.7412	0.8198	0.9054
0.4477	7.1053	540	0.8459	0.7470	0.8459	0.9198
0.4477	7.1316	542	0.8414	0.7636	0.8414	0.9173
0.4477	7.1579	544	0.8473	0.7368	0.8473	0.9205
0.4477	7.1842	546	0.8673	0.7345	0.8673	0.9313
0.4477	7.2105	548	0.9052	0.7303	0.9052	0.9514
0.4477	7.2368	550	1.0261	0.6811	1.0261	1.0130
0.4477	7.2632	552	1.1178	0.6448	1.1178	1.0572
0.4477	7.2895	554	1.2653	0.6378	1.2653	1.1248
0.4477	7.3158	556	1.2705	0.6304	1.2705	1.1272
0.4477	7.3421	558	1.2861	0.6136	1.2861	1.1341
0.4477	7.3684	560	1.1555	0.6433	1.1555	1.0749
0.4477	7.3947	562	1.0814	0.6296	1.0814	1.0399
0.4477	7.4211	564	0.9716	0.6752	0.9716	0.9857
0.4477	7.4474	566	0.9586	0.6795	0.9586	0.9791
0.4477	7.4737	568	0.9528	0.6795	0.9528	0.9761
0.4477	7.5	570	0.9158	0.6753	0.9158	0.9570
0.4477	7.5263	572	0.8805	0.6338	0.8805	0.9383
0.4477	7.5526	574	0.8780	0.6286	0.8780	0.9370
0.4477	7.5789	576	0.8913	0.6286	0.8913	0.9441
0.4477	7.6053	578	0.8950	0.6241	0.8950	0.9461
0.4477	7.6316	580	0.9383	0.6329	0.9383	0.9687
0.4477	7.6579	582	0.9977	0.6792	0.9977	0.9989
0.4477	7.6842	584	1.0011	0.6709	1.0011	1.0006
0.4477	7.7105	586	0.9904	0.6709	0.9904	0.9952
0.4477	7.7368	588	1.0567	0.6424	1.0567	1.0280
0.4477	7.7632	590	1.0744	0.6429	1.0744	1.0365
0.4477	7.7895	592	1.1031	0.6272	1.1031	1.0503
0.4477	7.8158	594	1.0949	0.6429	1.0949	1.0464
0.4477	7.8421	596	1.0870	0.6429	1.0870	1.0426
0.4477	7.8684	598	1.0893	0.6429	1.0893	1.0437
0.4477	7.8947	600	1.0565	0.6503	1.0565	1.0279
0.4477	7.9211	602	0.9487	0.6968	0.9487	0.9740
0.4477	7.9474	604	0.9071	0.7013	0.9071	0.9524
0.4477	7.9737	606	0.8743	0.7013	0.8743	0.9350
0.4477	8.0	608	0.8915	0.7205	0.8915	0.9442
0.4477	8.0263	610	0.9254	0.7176	0.9254	0.9620
0.4477	8.0526	612	0.9773	0.6627	0.9773	0.9886
0.4477	8.0789	614	1.0583	0.6258	1.0583	1.0288
0.4477	8.1053	616	1.0759	0.625	1.0759	1.0372
0.4477	8.1316	618	1.0910	0.625	1.0910	1.0445
0.4477	8.1579	620	1.0637	0.625	1.0637	1.0314
0.4477	8.1842	622	1.0462	0.6415	1.0462	1.0228
0.4477	8.2105	624	0.9517	0.6667	0.9517	0.9756
0.4477	8.2368	626	0.9115	0.7296	0.9115	0.9547
0.4477	8.2632	628	0.9131	0.7239	0.9131	0.9556
0.4477	8.2895	630	0.9203	0.7089	0.9203	0.9593
0.4477	8.3158	632	0.9824	0.6792	0.9824	0.9912
0.4477	8.3421	634	1.0712	0.6380	1.0712	1.0350
0.4477	8.3684	636	1.0837	0.6380	1.0837	1.0410
0.4477	8.3947	638	1.0334	0.6369	1.0334	1.0166
0.4477	8.4211	640	0.9870	0.6625	0.9870	0.9935
0.4477	8.4474	642	1.0200	0.6584	1.0200	1.0100
0.4477	8.4737	644	1.0077	0.6584	1.0077	1.0039
0.4477	8.5	646	0.9174	0.6951	0.9174	0.9578
0.4477	8.5263	648	0.9064	0.6988	0.9064	0.9521
0.4477	8.5526	650	0.8665	0.7251	0.8665	0.9309
0.4477	8.5789	652	0.8371	0.7326	0.8371	0.9149
0.4477	8.6053	654	0.8550	0.7251	0.8550	0.9247
0.4477	8.6316	656	0.8638	0.7241	0.8638	0.9294
0.4477	8.6579	658	0.8490	0.7294	0.8490	0.9214
0.4477	8.6842	660	0.8854	0.7368	0.8854	0.9410
0.4477	8.7105	662	0.9323	0.6936	0.9323	0.9656
0.4477	8.7368	664	0.9810	0.6782	0.9810	0.9905
0.4477	8.7632	666	1.0715	0.6519	1.0715	1.0351
0.4477	8.7895	668	1.0070	0.6628	1.0070	1.0035
0.4477	8.8158	670	0.9373	0.7011	0.9373	0.9681
0.4477	8.8421	672	0.9216	0.6982	0.9216	0.9600
0.4477	8.8684	674	0.9227	0.6829	0.9227	0.9605
0.4477	8.8947	676	0.9882	0.6747	0.9882	0.9941
0.4477	8.9211	678	1.0151	0.6474	1.0151	1.0075
0.4477	8.9474	680	0.9492	0.6743	0.9492	0.9743
0.4477	8.9737	682	0.8962	0.6860	0.8962	0.9467
0.4477	9.0	684	0.8178	0.7305	0.8178	0.9043
0.4477	9.0263	686	0.7973	0.7089	0.7973	0.8929
0.4477	9.0526	688	0.8203	0.7089	0.8203	0.9057
0.4477	9.0789	690	0.8636	0.7143	0.8636	0.9293
0.4477	9.1053	692	0.9360	0.6897	0.9360	0.9674
0.4477	9.1316	694	0.9838	0.6897	0.9838	0.9919
0.4477	9.1579	696	1.0002	0.7045	1.0002	1.0001
0.4477	9.1842	698	1.0072	0.6932	1.0072	1.0036
0.4477	9.2105	700	1.0191	0.6932	1.0191	1.0095
0.4477	9.2368	702	1.0344	0.6591	1.0344	1.0171
0.4477	9.2632	704	0.9540	0.7093	0.9540	0.9767
0.4477	9.2895	706	0.8819	0.7081	0.8819	0.9391
0.4477	9.3158	708	0.8773	0.7037	0.8773	0.9366
0.4477	9.3421	710	0.9660	0.7101	0.9660	0.9829
0.4477	9.3684	712	1.0837	0.6743	1.0837	1.0410
0.4477	9.3947	714	1.0547	0.6743	1.0547	1.0270
0.4477	9.4211	716	0.9850	0.6707	0.9850	0.9925
0.4477	9.4474	718	0.8567	0.7294	0.8567	0.9256
0.4477	9.4737	720	0.7645	0.7215	0.7645	0.8744
0.4477	9.5	722	0.7535	0.6538	0.7535	0.8681
0.4477	9.5263	724	0.7719	0.6667	0.7719	0.8786
0.4477	9.5526	726	0.7916	0.7284	0.7916	0.8897
0.4477	9.5789	728	0.8171	0.7545	0.8171	0.9039
0.4477	9.6053	730	0.8616	0.7176	0.8616	0.9282
0.4477	9.6316	732	0.9197	0.7152	0.9197	0.9590
0.4477	9.6579	734	0.9180	0.7073	0.9180	0.9581
0.4477	9.6842	736	0.8845	0.6968	0.8845	0.9405
0.4477	9.7105	738	0.8674	0.6809	0.8674	0.9314
0.4477	9.7368	740	0.8718	0.6809	0.8718	0.9337
0.4477	9.7632	742	0.8703	0.6711	0.8703	0.9329
0.4477	9.7895	744	0.9074	0.6957	0.9074	0.9526
0.4477	9.8158	746	0.9386	0.7093	0.9386	0.9688
0.4477	9.8421	748	0.9573	0.6971	0.9573	0.9784
0.4477	9.8684	750	0.9403	0.7006	0.9403	0.9697
0.4477	9.8947	752	0.9797	0.6893	0.9797	0.9898
0.4477	9.9211	754	1.0736	0.6592	1.0736	1.0361
0.4477	9.9474	756	1.1484	0.6292	1.1484	1.0716
0.4477	9.9737	758	1.1513	0.6136	1.1513	1.0730
0.4477	10.0	760	1.0915	0.6588	1.0915	1.0448
0.4477	10.0263	762	1.0536	0.6460	1.0536	1.0264
0.4477	10.0526	764	1.0307	0.6076	1.0307	1.0152
0.4477	10.0789	766	1.0254	0.6065	1.0254	1.0126
0.4477	10.1053	768	0.9524	0.6447	0.9524	0.9759
0.4477	10.1316	770	0.9004	0.6711	0.9004	0.9489
0.4477	10.1579	772	0.8874	0.6710	0.8874	0.9420
0.4477	10.1842	774	0.9271	0.6988	0.9271	0.9629
0.4477	10.2105	776	0.9460	0.6541	0.9460	0.9726
0.4477	10.2368	778	0.9084	0.6081	0.9084	0.9531
0.4477	10.2632	780	0.8734	0.6286	0.8734	0.9346
0.4477	10.2895	782	0.8776	0.6383	0.8776	0.9368
0.4477	10.3158	784	0.8748	0.6383	0.8748	0.9353
0.4477	10.3421	786	0.8616	0.6620	0.8616	0.9282
0.4477	10.3684	788	0.8670	0.6389	0.8670	0.9312
0.4477	10.3947	790	0.8625	0.6438	0.8625	0.9287
0.4477	10.4211	792	0.8737	0.6345	0.8737	0.9347
0.4477	10.4474	794	0.8590	0.6483	0.8590	0.9268
0.4477	10.4737	796	0.8256	0.6712	0.8256	0.9086
0.4477	10.5	798	0.8258	0.6757	0.8258	0.9087
0.4477	10.5263	800	0.8197	0.6974	0.8197	0.9054
0.4477	10.5526	802	0.8029	0.7059	0.8029	0.8960
0.4477	10.5789	804	0.8268	0.7037	0.8268	0.9093
0.4477	10.6053	806	0.8551	0.6909	0.8551	0.9247
0.4477	10.6316	808	0.8737	0.6748	0.8737	0.9347
0.4477	10.6579	810	0.9701	0.6746	0.9701	0.9849
0.4477	10.6842	812	1.1833	0.6235	1.1833	1.0878
0.4477	10.7105	814	1.3286	0.6215	1.3286	1.1526
0.4477	10.7368	816	1.2863	0.6102	1.2863	1.1341
0.4477	10.7632	818	1.1292	0.6207	1.1292	1.0626
0.4477	10.7895	820	1.0047	0.6780	1.0047	1.0023
0.4477	10.8158	822	0.9251	0.7086	0.9251	0.9618
0.4477	10.8421	824	0.9043	0.7086	0.9043	0.9509
0.4477	10.8684	826	0.9103	0.7086	0.9103	0.9541
0.4477	10.8947	828	0.9514	0.6628	0.9514	0.9754
0.4477	10.9211	830	0.9858	0.6824	0.9858	0.9929
0.4477	10.9474	832	1.0028	0.6467	1.0028	1.0014
0.4477	10.9737	834	1.0590	0.6265	1.0590	1.0291
0.4477	11.0	836	1.1060	0.6258	1.1060	1.0516
0.4477	11.0263	838	1.0667	0.6296	1.0667	1.0328
0.4477	11.0526	840	0.9967	0.6211	0.9967	0.9984
0.4477	11.0789	842	0.8699	0.6994	0.8699	0.9327
0.4477	11.1053	844	0.7717	0.7296	0.7717	0.8785
0.4477	11.1316	846	0.7378	0.7516	0.7378	0.8590
0.4477	11.1579	848	0.7271	0.7673	0.7271	0.8527
0.4477	11.1842	850	0.7208	0.7702	0.7208	0.8490
0.4477	11.2105	852	0.7318	0.7531	0.7318	0.8555
0.4477	11.2368	854	0.7851	0.7439	0.7851	0.8860
0.4477	11.2632	856	0.8104	0.7362	0.8104	0.9002
0.4477	11.2895	858	0.7803	0.7342	0.7803	0.8833
0.4477	11.3158	860	0.7512	0.7421	0.7512	0.8667
0.4477	11.3421	862	0.7595	0.75	0.7595	0.8715
0.4477	11.3684	864	0.7616	0.7578	0.7616	0.8727
0.4477	11.3947	866	0.7600	0.7439	0.7600	0.8718
0.4477	11.4211	868	0.7828	0.7514	0.7828	0.8848
0.4477	11.4474	870	0.8235	0.72	0.8235	0.9075
0.4477	11.4737	872	0.8231	0.72	0.8231	0.9073
0.4477	11.5	874	0.8009	0.7586	0.8009	0.8949
0.4477	11.5263	876	0.7897	0.7578	0.7897	0.8887
0.4477	11.5526	878	0.8022	0.7578	0.8022	0.8957
0.4477	11.5789	880	0.8242	0.7439	0.8242	0.9079
0.4477	11.6053	882	0.8961	0.7101	0.8961	0.9466
0.4477	11.6316	884	0.9451	0.6826	0.9451	0.9721
0.4477	11.6579	886	0.9219	0.6826	0.9219	0.9601
0.4477	11.6842	888	0.8651	0.7006	0.8651	0.9301
0.4477	11.7105	890	0.8092	0.6803	0.8092	0.8995
0.4477	11.7368	892	0.7875	0.6812	0.7875	0.8874
0.4477	11.7632	894	0.7780	0.6715	0.7780	0.8820
0.4477	11.7895	896	0.7792	0.7034	0.7792	0.8827
0.4477	11.8158	898	0.8040	0.7059	0.8040	0.8967
0.4477	11.8421	900	0.9034	0.6905	0.9034	0.9505
0.4477	11.8684	902	1.0264	0.6588	1.0264	1.0131
0.4477	11.8947	904	1.0791	0.6588	1.0791	1.0388
0.4477	11.9211	906	1.0333	0.6667	1.0333	1.0165
0.4477	11.9474	908	0.9467	0.6977	0.9467	0.9730
0.4477	11.9737	910	0.8903	0.7386	0.8903	0.9436
0.4477	12.0	912	0.8904	0.7314	0.8904	0.9436
0.4477	12.0263	914	0.9198	0.7052	0.9198	0.9590
0.4477	12.0526	916	0.9591	0.6857	0.9591	0.9793
0.4477	12.0789	918	0.9328	0.6977	0.9328	0.9658
0.4477	12.1053	920	0.8789	0.7314	0.8789	0.9375
0.4477	12.1316	922	0.8619	0.7294	0.8619	0.9284
0.4477	12.1579	924	0.8632	0.7368	0.8632	0.9291
0.4477	12.1842	926	0.9088	0.6901	0.9088	0.9533
0.4477	12.2105	928	0.9520	0.6509	0.9520	0.9757
0.4477	12.2368	930	0.9922	0.6391	0.9922	0.9961
0.4477	12.2632	932	0.9460	0.6707	0.9460	0.9726
0.4477	12.2895	934	0.8637	0.6829	0.8637	0.9293
0.4477	12.3158	936	0.8018	0.7226	0.8018	0.8954
0.4477	12.3421	938	0.7843	0.7143	0.7843	0.8856
0.4477	12.3684	940	0.7840	0.7226	0.7840	0.8854
0.4477	12.3947	942	0.8030	0.7059	0.8030	0.8961
0.4477	12.4211	944	0.8252	0.7143	0.8252	0.9084
0.4477	12.4474	946	0.8127	0.7143	0.8127	0.9015
0.4477	12.4737	948	0.8411	0.7030	0.8411	0.9171
0.4477	12.5	950	0.8519	0.6864	0.8519	0.9230
0.4477	12.5263	952	0.8950	0.6941	0.8950	0.9461
0.4477	12.5526	954	0.9472	0.6706	0.9472	0.9732
0.4477	12.5789	956	1.0390	0.6743	1.0390	1.0193
0.4477	12.6053	958	1.1059	0.6778	1.1059	1.0516
0.4477	12.6316	960	1.1291	0.6667	1.1291	1.0626
0.4477	12.6579	962	1.1432	0.6526	1.1432	1.0692
0.4477	12.6842	964	1.1725	0.6497	1.1725	1.0828
0.4477	12.7105	966	1.0745	0.6739	1.0745	1.0366
0.4477	12.7368	968	0.9671	0.6857	0.9671	0.9834
0.4477	12.7632	970	0.8625	0.72	0.8625	0.9287
0.4477	12.7895	972	0.8542	0.7262	0.8542	0.9242
0.4477	12.8158	974	0.8804	0.7152	0.8804	0.9383
0.4477	12.8421	976	0.8898	0.7296	0.8898	0.9433
0.4477	12.8684	978	0.8671	0.7375	0.8671	0.9312
0.4477	12.8947	980	0.8252	0.7453	0.8252	0.9084
0.4477	12.9211	982	0.8196	0.7439	0.8196	0.9053
0.4477	12.9474	984	0.8233	0.7305	0.8233	0.9074
0.4477	12.9737	986	0.8752	0.7305	0.8752	0.9355
0.4477	13.0	988	0.8701	0.7381	0.8701	0.9328
0.4477	13.0263	990	0.8375	0.7421	0.8375	0.9151
0.4477	13.0526	992	0.8115	0.7468	0.8115	0.9008
0.4477	13.0789	994	0.7785	0.7673	0.7785	0.8823
0.4477	13.1053	996	0.7747	0.7673	0.7747	0.8802
0.4477	13.1316	998	0.8027	0.7590	0.8027	0.8959
0.079	13.1579	1000	0.9151	0.7059	0.9151	0.9566
0.079	13.1842	1002	1.0542	0.6548	1.0542	1.0267
0.079	13.2105	1004	1.1048	0.6667	1.1048	1.0511
0.079	13.2368	1006	1.0755	0.6474	1.0755	1.0371
0.079	13.2632	1008	1.0049	0.6857	1.0049	1.0024
0.079	13.2895	1010	0.9616	0.6932	0.9616	0.9806

Framework versions

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