ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k17_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: 0.5652
• Qwk: 0.3118
• Mse: 0.5652
• Rmse: 0.7518

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	0.0202	2	3.4988	0.0039	3.4988	1.8705
No log	0.0404	4	1.8476	-0.0130	1.8476	1.3593
No log	0.0606	6	1.1098	0.0677	1.1098	1.0535
No log	0.0808	8	1.0417	0.0795	1.0417	1.0207
No log	0.1010	10	1.1277	0.0672	1.1277	1.0619
No log	0.1212	12	1.1257	0.0460	1.1257	1.0610
No log	0.1414	14	1.0731	0.0744	1.0731	1.0359
No log	0.1616	16	0.8763	0.0526	0.8763	0.9361
No log	0.1818	18	1.0307	0.0745	1.0307	1.0152
No log	0.2020	20	1.2903	0.0	1.2903	1.1359
No log	0.2222	22	0.9654	0.0345	0.9654	0.9826
No log	0.2424	24	0.9381	0.0	0.9381	0.9685
No log	0.2626	26	0.9261	0.0	0.9261	0.9623
No log	0.2828	28	1.1001	0.0	1.1001	1.0489
No log	0.3030	30	1.6875	-0.0036	1.6875	1.2990
No log	0.3232	32	1.8508	-0.0101	1.8508	1.3604
No log	0.3434	34	1.3659	-0.0070	1.3659	1.1687
No log	0.3636	36	0.7708	-0.0462	0.7708	0.8780
No log	0.3838	38	0.6967	0.0556	0.6967	0.8347
No log	0.4040	40	0.7236	-0.0526	0.7236	0.8507
No log	0.4242	42	1.1688	0.0745	1.1688	1.0811
No log	0.4444	44	1.7565	0.0094	1.7565	1.3253
No log	0.4646	46	1.8650	0.0130	1.8650	1.3657
No log	0.4848	48	1.2384	0.0745	1.2384	1.1128
No log	0.5051	50	0.7213	0.2593	0.7213	0.8493
No log	0.5253	52	0.7117	-0.0424	0.7117	0.8436
No log	0.5455	54	0.7761	0.0798	0.7761	0.8810
No log	0.5657	56	0.9405	0.0038	0.9405	0.9698
No log	0.5859	58	1.3916	-0.0036	1.3916	1.1797
No log	0.6061	60	1.6469	0.0168	1.6469	1.2833
No log	0.6263	62	1.3121	-0.0070	1.3121	1.1455
No log	0.6465	64	0.9178	0.1392	0.9178	0.9580
No log	0.6667	66	0.6873	0.2688	0.6873	0.8290
No log	0.6869	68	0.6390	0.2281	0.6390	0.7993
No log	0.7071	70	0.6922	0.2410	0.6922	0.8320
No log	0.7273	72	0.9077	0.2208	0.9077	0.9527
No log	0.7475	74	1.3033	0.0556	1.3033	1.1416
No log	0.7677	76	1.8575	0.0374	1.8575	1.3629
No log	0.7879	78	1.6900	-0.0130	1.6900	1.3000
No log	0.8081	80	1.1959	0.0038	1.1959	1.0936
No log	0.8283	82	0.8847	0.1333	0.8847	0.9406
No log	0.8485	84	0.7589	0.2000	0.7589	0.8711
No log	0.8687	86	0.6735	0.2542	0.6735	0.8207
No log	0.8889	88	0.7466	0.2593	0.7466	0.8640
No log	0.9091	90	0.9474	0.1486	0.9474	0.9733
No log	0.9293	92	1.6009	-0.0036	1.6009	1.2653
No log	0.9495	94	1.7504	-0.0101	1.7504	1.3230
No log	0.9697	96	1.3127	0.0745	1.3127	1.1457
No log	0.9899	98	0.8830	0.2068	0.8830	0.9397
No log	1.0101	100	0.7391	0.2300	0.7391	0.8597
No log	1.0303	102	0.6477	0.1345	0.6477	0.8048
No log	1.0505	104	0.5833	-0.0435	0.5833	0.7637
No log	1.0707	106	0.6616	0.2000	0.6616	0.8134
No log	1.0909	108	0.9077	0.2146	0.9077	0.9527
No log	1.1111	110	1.6080	-0.0380	1.6080	1.2681
No log	1.1313	112	1.6732	-0.0380	1.6732	1.2935
No log	1.1515	114	1.1574	0.0722	1.1574	1.0758
No log	1.1717	116	0.9525	0.2000	0.9525	0.9760
No log	1.1919	118	0.9241	0.1934	0.9241	0.9613
No log	1.2121	120	1.2521	0.0038	1.2521	1.1190
No log	1.2323	122	1.4563	-0.0035	1.4563	1.2068
No log	1.2525	124	1.2840	0.0038	1.2840	1.1331
No log	1.2727	126	1.2976	0.0038	1.2976	1.1391
No log	1.2929	128	1.2799	0.0038	1.2799	1.1313
No log	1.3131	130	1.5864	-0.0036	1.5864	1.2595
No log	1.3333	132	1.3617	-0.0036	1.3617	1.1669
No log	1.3535	134	0.7118	0.2000	0.7118	0.8437
No log	1.3737	136	0.5935	-0.0350	0.5935	0.7704
No log	1.3939	138	0.6110	0.1373	0.6110	0.7817
No log	1.4141	140	0.8798	0.1228	0.8798	0.9380
No log	1.4343	142	0.9853	0.1392	0.9853	0.9926
No log	1.4545	144	0.7409	0.3035	0.7409	0.8608
No log	1.4747	146	0.5745	0.1111	0.5745	0.7580
No log	1.4949	148	0.6101	0.1781	0.6101	0.7811
No log	1.5152	150	0.5775	0.1667	0.5775	0.7599
No log	1.5354	152	0.7844	0.2222	0.7844	0.8857
No log	1.5556	154	1.0419	0.1197	1.0419	1.0207
No log	1.5758	156	0.6913	0.2258	0.6913	0.8314
No log	1.5960	158	0.5615	0.2298	0.5615	0.7493
No log	1.6162	160	0.5579	0.2405	0.5579	0.7470
No log	1.6364	162	0.5602	0.2289	0.5602	0.7484
No log	1.6566	164	0.5374	0.2941	0.5374	0.7330
No log	1.6768	166	0.5243	0.2516	0.5243	0.7241
No log	1.6970	168	0.5573	0.2558	0.5573	0.7465
No log	1.7172	170	0.4899	0.3295	0.4899	0.6999
No log	1.7374	172	0.5032	0.3730	0.5032	0.7094
No log	1.7576	174	0.4658	0.2298	0.4658	0.6825
No log	1.7778	176	0.5477	0.2189	0.5477	0.7401
No log	1.7980	178	0.5283	0.25	0.5283	0.7268
No log	1.8182	180	0.5517	0.1813	0.5517	0.7428
No log	1.8384	182	0.5712	0.2542	0.5712	0.7558
No log	1.8586	184	0.5653	0.1732	0.5653	0.7519
No log	1.8788	186	0.7145	0.3990	0.7145	0.8453
No log	1.8990	188	0.7896	0.3028	0.7896	0.8886
No log	1.9192	190	0.5440	0.2457	0.5440	0.7375
No log	1.9394	192	0.6646	0.3333	0.6646	0.8152
No log	1.9596	194	0.5839	0.2746	0.5839	0.7641
No log	1.9798	196	0.6027	0.2370	0.6027	0.7763
No log	2.0	198	1.1756	0.0857	1.1756	1.0843
No log	2.0202	200	1.4183	0.0031	1.4183	1.1909
No log	2.0404	202	1.0806	0.1094	1.0806	1.0395
No log	2.0606	204	0.5854	0.3224	0.5854	0.7651
No log	2.0808	206	0.9236	0.1799	0.9236	0.9610
No log	2.1010	208	0.8252	0.1781	0.8252	0.9084
No log	2.1212	210	0.5664	0.2707	0.5664	0.7526
No log	2.1414	212	0.5974	0.2542	0.5974	0.7729
No log	2.1616	214	0.5576	0.2265	0.5576	0.7467
No log	2.1818	216	0.7240	0.1919	0.7240	0.8509
No log	2.2020	218	0.9034	0.2137	0.9034	0.9505
No log	2.2222	220	0.6731	0.2487	0.6731	0.8204
No log	2.2424	222	0.5668	0.2626	0.5668	0.7529
No log	2.2626	224	0.7515	0.2646	0.7515	0.8669
No log	2.2828	226	0.5741	0.2432	0.5741	0.7577
No log	2.3030	228	0.7010	0.2536	0.7010	0.8372
No log	2.3232	230	1.0557	0.1545	1.0557	1.0275
No log	2.3434	232	0.9132	0.2000	0.9132	0.9556
No log	2.3636	234	0.5482	0.4112	0.5482	0.7404
No log	2.3838	236	0.5252	0.2917	0.5252	0.7247
No log	2.4040	238	0.5392	0.2917	0.5392	0.7343
No log	2.4242	240	0.5442	0.3575	0.5442	0.7377
No log	2.4444	242	0.8422	0.2566	0.8422	0.9177
No log	2.4646	244	0.7247	0.2511	0.7247	0.8513
No log	2.4848	246	0.5607	0.2593	0.5607	0.7488
No log	2.5051	248	0.6537	0.2919	0.6537	0.8085
No log	2.5253	250	0.5682	0.2485	0.5682	0.7538
No log	2.5455	252	0.5731	0.1908	0.5731	0.7570
No log	2.5657	254	0.5660	0.1617	0.5660	0.7524
No log	2.5859	256	0.5760	0.1392	0.5760	0.7590
No log	2.6061	258	0.5831	0.1484	0.5831	0.7636
No log	2.6263	260	0.5797	0.1617	0.5797	0.7614
No log	2.6465	262	0.6071	0.3118	0.6071	0.7791
No log	2.6667	264	0.6681	0.2746	0.6681	0.8174
No log	2.6869	266	0.5705	0.3684	0.5705	0.7553
No log	2.7071	268	0.5658	0.4033	0.5658	0.7522
No log	2.7273	270	0.7112	0.3514	0.7112	0.8433
No log	2.7475	272	0.7654	0.3220	0.7654	0.8749
No log	2.7677	274	0.6001	0.2513	0.6001	0.7747
No log	2.7879	276	0.5217	0.4112	0.5217	0.7223
No log	2.8081	278	0.6946	0.4087	0.6946	0.8334
No log	2.8283	280	0.6145	0.4178	0.6145	0.7839
No log	2.8485	282	0.5394	0.3663	0.5394	0.7345
No log	2.8687	284	0.6937	0.2941	0.6937	0.8329
No log	2.8889	286	0.5829	0.2258	0.5829	0.7635
No log	2.9091	288	0.5264	0.3966	0.5264	0.7255
No log	2.9293	290	0.5223	0.3216	0.5223	0.7227
No log	2.9495	292	0.5942	0.3769	0.5942	0.7708
No log	2.9697	294	0.6853	0.3237	0.6853	0.8278
No log	2.9899	296	0.5712	0.3575	0.5712	0.7558
No log	3.0101	298	0.5269	0.3258	0.5269	0.7259
No log	3.0303	300	0.5672	0.3786	0.5672	0.7531
No log	3.0505	302	0.5377	0.375	0.5377	0.7333
No log	3.0707	304	0.5459	0.2626	0.5459	0.7389
No log	3.0909	306	0.5163	0.2457	0.5163	0.7185
No log	3.1111	308	0.5505	0.2683	0.5505	0.7420
No log	3.1313	310	0.5058	0.2771	0.5058	0.7112
No log	3.1515	312	0.5017	0.2771	0.5017	0.7083
No log	3.1717	314	0.5436	0.2593	0.5436	0.7373
No log	3.1919	316	0.5955	0.2994	0.5955	0.7717
No log	3.2121	318	0.6062	0.2350	0.6062	0.7786
No log	3.2323	320	0.5418	0.3023	0.5418	0.7361
No log	3.2525	322	0.5455	0.2683	0.5455	0.7386
No log	3.2727	324	0.5484	0.3023	0.5484	0.7405
No log	3.2929	326	0.5711	0.2832	0.5711	0.7557
No log	3.3131	328	0.5402	0.25	0.5402	0.7350
No log	3.3333	330	0.5729	0.2558	0.5729	0.7569
No log	3.3535	332	0.5743	0.2663	0.5743	0.7578
No log	3.3737	334	0.6016	0.2542	0.6016	0.7756
No log	3.3939	336	0.5937	0.2832	0.5937	0.7705
No log	3.4141	338	0.6518	0.3231	0.6518	0.8074
No log	3.4343	340	0.7826	0.3394	0.7826	0.8847
No log	3.4545	342	0.7710	0.3394	0.7710	0.8781
No log	3.4747	344	0.6116	0.3548	0.6116	0.7821
No log	3.4949	346	0.6204	0.1921	0.6204	0.7877
No log	3.5152	348	0.6845	0.2711	0.6845	0.8274
No log	3.5354	350	0.6352	0.2676	0.6352	0.7970
No log	3.5556	352	0.5667	0.375	0.5667	0.7528
No log	3.5758	354	0.5838	0.3367	0.5838	0.7641
No log	3.5960	356	0.6347	0.2986	0.6347	0.7967
No log	3.6162	358	0.6461	0.3365	0.6461	0.8038
No log	3.6364	360	0.6038	0.3951	0.6038	0.7770
No log	3.6566	362	0.6174	0.4286	0.6174	0.7858
No log	3.6768	364	0.6319	0.3951	0.6319	0.7949
No log	3.6970	366	0.6675	0.4231	0.6675	0.8170
No log	3.7172	368	0.7372	0.3739	0.7372	0.8586
No log	3.7374	370	0.6937	0.3575	0.6937	0.8329
No log	3.7576	372	0.7048	0.2079	0.7048	0.8395
No log	3.7778	374	0.7274	0.1770	0.7274	0.8529
No log	3.7980	376	0.6522	0.1543	0.6522	0.8076
No log	3.8182	378	0.8510	0.1628	0.8510	0.9225
No log	3.8384	380	1.0125	0.2797	1.0125	1.0062
No log	3.8586	382	0.8113	0.1705	0.8113	0.9007
No log	3.8788	384	0.6277	0.1823	0.6277	0.7923
No log	3.8990	386	0.7301	0.2762	0.7301	0.8545
No log	3.9192	388	0.8378	0.3080	0.8378	0.9153
No log	3.9394	390	0.6883	0.3143	0.6883	0.8296
No log	3.9596	392	0.5931	0.3478	0.5931	0.7701
No log	3.9798	394	0.6773	0.2157	0.6773	0.8230
No log	4.0	396	0.6766	0.2762	0.6766	0.8225
No log	4.0202	398	0.5958	0.2245	0.5958	0.7719
No log	4.0404	400	0.5618	0.2727	0.5618	0.7495
No log	4.0606	402	0.5596	0.2967	0.5596	0.7481
No log	4.0808	404	0.5546	0.2381	0.5546	0.7447
No log	4.1010	406	0.5516	0.2771	0.5516	0.7427
No log	4.1212	408	0.5601	0.1592	0.5601	0.7484
No log	4.1414	410	0.5391	0.2208	0.5391	0.7342
No log	4.1616	412	0.5701	0.1795	0.5701	0.7550
No log	4.1818	414	0.5652	0.1698	0.5652	0.7518
No log	4.2020	416	0.5428	0.1467	0.5428	0.7368
No log	4.2222	418	0.5394	0.1905	0.5394	0.7344
No log	4.2424	420	0.5420	0.1905	0.5420	0.7362
No log	4.2626	422	0.5533	0.2370	0.5533	0.7439
No log	4.2828	424	0.5508	0.2967	0.5508	0.7421
No log	4.3030	426	0.5862	0.2323	0.5862	0.7656
No log	4.3232	428	0.5639	0.2688	0.5639	0.7509
No log	4.3434	430	0.5514	0.2766	0.5514	0.7426
No log	4.3636	432	0.5556	0.2593	0.5556	0.7454
No log	4.3838	434	0.5778	0.2593	0.5778	0.7601
No log	4.4040	436	0.6229	0.2917	0.6229	0.7893
No log	4.4242	438	0.6601	0.2850	0.6601	0.8125
No log	4.4444	440	0.6147	0.2457	0.6147	0.7840
No log	4.4646	442	0.5888	0.1905	0.5888	0.7673
No log	4.4848	444	0.5785	0.2000	0.5785	0.7606
No log	4.5051	446	0.7016	0.3684	0.7016	0.8376
No log	4.5253	448	0.7036	0.3684	0.7036	0.8388
No log	4.5455	450	0.6756	0.3333	0.6756	0.8220
No log	4.5657	452	0.5732	0.1529	0.5732	0.7571
No log	4.5859	454	0.5667	0.1902	0.5667	0.7528
No log	4.6061	456	0.5608	0.1220	0.5608	0.7488
No log	4.6263	458	0.5634	0.1617	0.5634	0.7506
No log	4.6465	460	0.5711	0.2000	0.5711	0.7557
No log	4.6667	462	0.5718	0.2000	0.5718	0.7562
No log	4.6869	464	0.5794	0.1902	0.5794	0.7612
No log	4.7071	466	0.8375	0.2479	0.8375	0.9152
No log	4.7273	468	1.0138	0.1880	1.0138	1.0069
No log	4.7475	470	0.8850	0.2263	0.8850	0.9407
No log	4.7677	472	0.6169	0.3258	0.6169	0.7854
No log	4.7879	474	0.6740	0.2893	0.6740	0.8209
No log	4.8081	476	0.9687	0.2941	0.9687	0.9842
No log	4.8283	478	0.9972	0.2239	0.9972	0.9986
No log	4.8485	480	0.7665	0.3418	0.7665	0.8755
No log	4.8687	482	0.5859	0.2444	0.5859	0.7654
No log	4.8889	484	0.9498	0.2374	0.9498	0.9746
No log	4.9091	486	1.2463	0.1467	1.2463	1.1164
No log	4.9293	488	1.0944	0.2000	1.0944	1.0461
No log	4.9495	490	0.7280	0.2830	0.7280	0.8532
No log	4.9697	492	0.5541	0.2444	0.5541	0.7444
No log	4.9899	494	0.5733	0.3371	0.5733	0.7572
No log	5.0101	496	0.5772	0.2889	0.5772	0.7597
No log	5.0303	498	0.5427	0.2444	0.5427	0.7367
0.4861	5.0505	500	0.6112	0.3978	0.6112	0.7818
0.4861	5.0707	502	0.6647	0.3089	0.6647	0.8153
0.4861	5.0909	504	0.5962	0.3978	0.5962	0.7721
0.4861	5.1111	506	0.5497	0.2457	0.5497	0.7414
0.4861	5.1313	508	0.5474	0.2542	0.5474	0.7399
0.4861	5.1515	510	0.5499	0.2644	0.5499	0.7415
0.4861	5.1717	512	0.5421	0.2093	0.5421	0.7363
0.4861	5.1919	514	0.5484	0.1908	0.5484	0.7405
0.4861	5.2121	516	0.6335	0.3407	0.6335	0.7959
0.4861	5.2323	518	0.6495	0.3617	0.6495	0.8059
0.4861	5.2525	520	0.5591	0.2644	0.5591	0.7477
0.4861	5.2727	522	0.5279	0.2093	0.5279	0.7266
0.4861	5.2929	524	0.5431	0.2381	0.5431	0.7370
0.4861	5.3131	526	0.5429	0.2485	0.5429	0.7368
0.4861	5.3333	528	0.5155	0.2189	0.5155	0.7180
0.4861	5.3535	530	0.5119	0.2096	0.5119	0.7155
0.4861	5.3737	532	0.5817	0.4286	0.5817	0.7627
0.4861	5.3939	534	0.6273	0.4162	0.6273	0.7920
0.4861	5.4141	536	0.5603	0.4286	0.5603	0.7485
0.4861	5.4343	538	0.5042	0.2093	0.5042	0.7101
0.4861	5.4545	540	0.5150	0.2914	0.5150	0.7176
0.4861	5.4747	542	0.5087	0.2626	0.5087	0.7132
0.4861	5.4949	544	0.5141	0.3258	0.5141	0.7170
0.4861	5.5152	546	0.5552	0.3846	0.5552	0.7451
0.4861	5.5354	548	0.5496	0.4583	0.5496	0.7413
0.4861	5.5556	550	0.5372	0.4286	0.5372	0.7329
0.4861	5.5758	552	0.5062	0.3149	0.5062	0.7115
0.4861	5.5960	554	0.5091	0.3043	0.5091	0.7135
0.4861	5.6162	556	0.5043	0.3548	0.5043	0.7101
0.4861	5.6364	558	0.5044	0.2865	0.5044	0.7102
0.4861	5.6566	560	0.5081	0.3191	0.5081	0.7128
0.4861	5.6768	562	0.5094	0.3402	0.5094	0.7137
0.4861	5.6970	564	0.5190	0.3369	0.5190	0.7204
0.4861	5.7172	566	0.5083	0.3478	0.5083	0.7129
0.4861	5.7374	568	0.5039	0.3043	0.5039	0.7099
0.4861	5.7576	570	0.4965	0.2273	0.4965	0.7046
0.4861	5.7778	572	0.4847	0.2832	0.4847	0.6962
0.4861	5.7980	574	0.5317	0.2575	0.5317	0.7292
0.4861	5.8182	576	0.5150	0.2195	0.5150	0.7177
0.4861	5.8384	578	0.4866	0.2941	0.4866	0.6976
0.4861	5.8586	580	0.5223	0.2766	0.5223	0.7227
0.4861	5.8788	582	0.6199	0.3180	0.6199	0.7874
0.4861	5.8990	584	0.6440	0.3180	0.6440	0.8025
0.4861	5.9192	586	0.5500	0.3103	0.5500	0.7416
0.4861	5.9394	588	0.5147	0.3118	0.5147	0.7174
0.4861	5.9596	590	0.5926	0.3966	0.5926	0.7698
0.4861	5.9798	592	0.5808	0.4348	0.5808	0.7621
0.4861	6.0	594	0.5149	0.3548	0.5149	0.7176
0.4861	6.0202	596	0.5466	0.4067	0.5466	0.7393
0.4861	6.0404	598	0.6114	0.3004	0.6114	0.7819
0.4861	6.0606	600	0.5659	0.3427	0.5659	0.7523
0.4861	6.0808	602	0.5001	0.3333	0.5001	0.7072
0.4861	6.1010	604	0.5534	0.4091	0.5534	0.7439
0.4861	6.1212	606	0.6552	0.375	0.6552	0.8094
0.4861	6.1414	608	0.6342	0.4112	0.6342	0.7964
0.4861	6.1616	610	0.5221	0.3023	0.5221	0.7226
0.4861	6.1818	612	0.4941	0.2941	0.4941	0.7029
0.4861	6.2020	614	0.5654	0.3004	0.5654	0.7519
0.4861	6.2222	616	0.6156	0.3091	0.6156	0.7846
0.4861	6.2424	618	0.5660	0.3004	0.5660	0.7523
0.4861	6.2626	620	0.5038	0.2941	0.5038	0.7098
0.4861	6.2828	622	0.4982	0.3224	0.4982	0.7058
0.4861	6.3030	624	0.5153	0.3224	0.5153	0.7178
0.4861	6.3232	626	0.5193	0.3224	0.5193	0.7206
0.4861	6.3434	628	0.5177	0.3224	0.5177	0.7195
0.4861	6.3636	630	0.5155	0.3224	0.5155	0.7180
0.4861	6.3838	632	0.5179	0.3224	0.5179	0.7197
0.4861	6.4040	634	0.5196	0.3333	0.5196	0.7209
0.4861	6.4242	636	0.5534	0.3469	0.5534	0.7439
0.4861	6.4444	638	0.6232	0.2793	0.6232	0.7894
0.4861	6.4646	640	0.6136	0.2811	0.6136	0.7833
0.4861	6.4848	642	0.5465	0.3118	0.5465	0.7393
0.4861	6.5051	644	0.5075	0.3446	0.5075	0.7124
0.4861	6.5253	646	0.5354	0.3073	0.5354	0.7317
0.4861	6.5455	648	0.5589	0.2994	0.5589	0.7476
0.4861	6.5657	650	0.5301	0.2727	0.5301	0.7281
0.4861	6.5859	652	0.5039	0.3023	0.5039	0.7099
0.4861	6.6061	654	0.5063	0.3333	0.5063	0.7115
0.4861	6.6263	656	0.5320	0.2970	0.5320	0.7294
0.4861	6.6465	658	0.5626	0.3520	0.5626	0.7501
0.4861	6.6667	660	0.5538	0.3520	0.5538	0.7442
0.4861	6.6869	662	0.5210	0.3086	0.5210	0.7218
0.4861	6.7071	664	0.4916	0.2644	0.4916	0.7012
0.4861	6.7273	666	0.4893	0.3023	0.4893	0.6995
0.4861	6.7475	668	0.4843	0.3023	0.4843	0.6959
0.4861	6.7677	670	0.4801	0.3446	0.4801	0.6929
0.4861	6.7879	672	0.4725	0.3446	0.4725	0.6874
0.4861	6.8081	674	0.4682	0.3446	0.4682	0.6843
0.4861	6.8283	676	0.4641	0.3446	0.4641	0.6813
0.4861	6.8485	678	0.4675	0.3548	0.4675	0.6837
0.4861	6.8687	680	0.4672	0.3333	0.4672	0.6835
0.4861	6.8889	682	0.4867	0.3846	0.4867	0.6976
0.4861	6.9091	684	0.4886	0.3846	0.4886	0.6990
0.4861	6.9293	686	0.4895	0.3118	0.4895	0.6997
0.4861	6.9495	688	0.5103	0.3439	0.5103	0.7144
0.4861	6.9697	690	0.5157	0.3439	0.5157	0.7181
0.4861	6.9899	692	0.5248	0.2967	0.5248	0.7245
0.4861	7.0101	694	0.5088	0.3149	0.5088	0.7133
0.4861	7.0303	696	0.4926	0.3118	0.4926	0.7018
0.4861	7.0505	698	0.4946	0.3563	0.4946	0.7033
0.4861	7.0707	700	0.5099	0.2749	0.5099	0.7141
0.4861	7.0909	702	0.5354	0.2432	0.5354	0.7317
0.4861	7.1111	704	0.5336	0.2766	0.5336	0.7305
0.4861	7.1313	706	0.5139	0.3563	0.5139	0.7169
0.4861	7.1515	708	0.5152	0.3371	0.5152	0.7178
0.4861	7.1717	710	0.5294	0.2281	0.5294	0.7276
0.4861	7.1919	712	0.5399	0.2281	0.5399	0.7348
0.4861	7.2121	714	0.5263	0.2281	0.5263	0.7255
0.4861	7.2323	716	0.5123	0.3446	0.5123	0.7158
0.4861	7.2525	718	0.5128	0.3563	0.5128	0.7161
0.4861	7.2727	720	0.5130	0.3446	0.5130	0.7162
0.4861	7.2929	722	0.5175	0.3446	0.5175	0.7194
0.4861	7.3131	724	0.5267	0.2644	0.5267	0.7258
0.4861	7.3333	726	0.5267	0.2644	0.5267	0.7257
0.4861	7.3535	728	0.5366	0.3439	0.5366	0.7325
0.4861	7.3737	730	0.5354	0.3439	0.5354	0.7317
0.4861	7.3939	732	0.5140	0.3446	0.5140	0.7169
0.4861	7.4141	734	0.5110	0.3333	0.5110	0.7149
0.4861	7.4343	736	0.5268	0.3118	0.5268	0.7258
0.4861	7.4545	738	0.5347	0.3439	0.5347	0.7312
0.4861	7.4747	740	0.5174	0.3118	0.5174	0.7193
0.4861	7.4949	742	0.5109	0.3446	0.5109	0.7148
0.4861	7.5152	744	0.5474	0.3663	0.5474	0.7399
0.4861	7.5354	746	0.6065	0.2593	0.6065	0.7788
0.4861	7.5556	748	0.6317	0.2593	0.6317	0.7948
0.4861	7.5758	750	0.5800	0.2239	0.5800	0.7615
0.4861	7.5960	752	0.5165	0.3846	0.5165	0.7187
0.4861	7.6162	754	0.5223	0.3439	0.5223	0.7227
0.4861	7.6364	756	0.5769	0.3862	0.5769	0.7596
0.4861	7.6566	758	0.5865	0.3661	0.5865	0.7659
0.4861	7.6768	760	0.5562	0.2527	0.5562	0.7458
0.4861	7.6970	762	0.5254	0.3118	0.5254	0.7249
0.4861	7.7172	764	0.5172	0.3333	0.5172	0.7192
0.4861	7.7374	766	0.5201	0.2644	0.5201	0.7212
0.4861	7.7576	768	0.5237	0.2644	0.5237	0.7237
0.4861	7.7778	770	0.5245	0.2749	0.5245	0.7242
0.4861	7.7980	772	0.5275	0.2749	0.5275	0.7263
0.4861	7.8182	774	0.5310	0.2381	0.5310	0.7287
0.4861	7.8384	776	0.5270	0.2749	0.5270	0.7260
0.4861	7.8586	778	0.5320	0.3333	0.5320	0.7293
0.4861	7.8788	780	0.5399	0.3224	0.5399	0.7348
0.4861	7.8990	782	0.5516	0.2707	0.5516	0.7427
0.4861	7.9192	784	0.5511	0.2809	0.5511	0.7423
0.4861	7.9394	786	0.5508	0.2809	0.5508	0.7422
0.4861	7.9596	788	0.5425	0.2542	0.5425	0.7365
0.4861	7.9798	790	0.5352	0.2749	0.5352	0.7316
0.4861	8.0	792	0.5278	0.2381	0.5278	0.7265
0.4861	8.0202	794	0.5249	0.2381	0.5249	0.7245
0.4861	8.0404	796	0.5223	0.2381	0.5223	0.7227
0.4861	8.0606	798	0.5240	0.2542	0.5240	0.7239
0.4861	8.0808	800	0.5301	0.2542	0.5301	0.7281
0.4861	8.1010	802	0.5372	0.2809	0.5372	0.7329
0.4861	8.1212	804	0.5412	0.2809	0.5412	0.7357
0.4861	8.1414	806	0.5383	0.2542	0.5383	0.7337
0.4861	8.1616	808	0.5488	0.2381	0.5488	0.7408
0.4861	8.1818	810	0.5624	0.2000	0.5624	0.7499
0.4861	8.2020	812	0.5713	0.1543	0.5713	0.7558
0.4861	8.2222	814	0.5692	0.1910	0.5692	0.7545
0.4861	8.2424	816	0.5652	0.2727	0.5652	0.7518
0.4861	8.2626	818	0.5658	0.2644	0.5658	0.7522
0.4861	8.2828	820	0.5651	0.2444	0.5651	0.7517
0.4861	8.3030	822	0.5681	0.3224	0.5681	0.7537
0.4861	8.3232	824	0.5732	0.3118	0.5732	0.7571
0.4861	8.3434	826	0.5844	0.2707	0.5844	0.7645
0.4861	8.3636	828	0.5952	0.25	0.5952	0.7715
0.4861	8.3838	830	0.5863	0.2707	0.5863	0.7657
0.4861	8.4040	832	0.5724	0.2444	0.5724	0.7566
0.4861	8.4242	834	0.5792	0.2727	0.5792	0.7611
0.4861	8.4444	836	0.6073	0.2821	0.6073	0.7793
0.4861	8.4646	838	0.6182	0.28	0.6182	0.7862
0.4861	8.4848	840	0.6095	0.2821	0.6095	0.7807
0.4861	8.5051	842	0.5850	0.1556	0.5850	0.7649
0.4861	8.5253	844	0.5691	0.2381	0.5691	0.7544
0.4861	8.5455	846	0.5566	0.2381	0.5566	0.7460
0.4861	8.5657	848	0.5501	0.2542	0.5501	0.7417
0.4861	8.5859	850	0.5485	0.2000	0.5485	0.7406
0.4861	8.6061	852	0.5475	0.2000	0.5475	0.7399
0.4861	8.6263	854	0.5472	0.2093	0.5472	0.7398
0.4861	8.6465	856	0.5494	0.2281	0.5494	0.7412
0.4861	8.6667	858	0.5533	0.2644	0.5533	0.7438
0.4861	8.6869	860	0.5565	0.2644	0.5565	0.7460
0.4861	8.7071	862	0.5574	0.2281	0.5574	0.7466
0.4861	8.7273	864	0.5604	0.2381	0.5604	0.7486
0.4861	8.7475	866	0.5663	0.2381	0.5663	0.7525
0.4861	8.7677	868	0.5686	0.2381	0.5686	0.7541
0.4861	8.7879	870	0.5647	0.2281	0.5647	0.7515
0.4861	8.8081	872	0.5623	0.2444	0.5623	0.7498
0.4861	8.8283	874	0.5644	0.2444	0.5644	0.7513
0.4861	8.8485	876	0.5671	0.3118	0.5671	0.7531
0.4861	8.8687	878	0.5655	0.3118	0.5655	0.7520
0.4861	8.8889	880	0.5646	0.2707	0.5646	0.7514
0.4861	8.9091	882	0.5650	0.2707	0.5650	0.7517
0.4861	8.9293	884	0.5662	0.3224	0.5662	0.7525
0.4861	8.9495	886	0.5665	0.2444	0.5665	0.7527
0.4861	8.9697	888	0.5677	0.2444	0.5677	0.7534
0.4861	8.9899	890	0.5688	0.2444	0.5688	0.7542
0.4861	9.0101	892	0.5716	0.2444	0.5716	0.7560
0.4861	9.0303	894	0.5755	0.2444	0.5755	0.7586
0.4861	9.0505	896	0.5802	0.2090	0.5802	0.7617
0.4861	9.0707	898	0.5840	0.2090	0.5840	0.7642
0.4861	9.0909	900	0.5857	0.2444	0.5857	0.7653
0.4861	9.1111	902	0.5897	0.2432	0.5897	0.7679
0.4861	9.1313	904	0.5911	0.2432	0.5911	0.7688
0.4861	9.1515	906	0.5886	0.2444	0.5886	0.7672
0.4861	9.1717	908	0.5874	0.2444	0.5874	0.7664
0.4861	9.1919	910	0.5865	0.3224	0.5865	0.7658
0.4861	9.2121	912	0.5862	0.3224	0.5862	0.7656
0.4861	9.2323	914	0.5868	0.3118	0.5868	0.7660
0.4861	9.2525	916	0.5852	0.3224	0.5852	0.7650
0.4861	9.2727	918	0.5845	0.2444	0.5845	0.7645
0.4861	9.2929	920	0.5847	0.2444	0.5847	0.7646
0.4861	9.3131	922	0.5834	0.2444	0.5834	0.7638
0.4861	9.3333	924	0.5821	0.2444	0.5821	0.7629
0.4861	9.3535	926	0.5808	0.2444	0.5808	0.7621
0.4861	9.3737	928	0.5788	0.2444	0.5788	0.7608
0.4861	9.3939	930	0.5763	0.2444	0.5763	0.7592
0.4861	9.4141	932	0.5746	0.2444	0.5746	0.7580
0.4861	9.4343	934	0.5736	0.2184	0.5736	0.7574
0.4861	9.4545	936	0.5749	0.2273	0.5749	0.7582
0.4861	9.4747	938	0.5772	0.1823	0.5772	0.7598
0.4861	9.4949	940	0.5782	0.2258	0.5782	0.7604
0.4861	9.5152	942	0.5792	0.2350	0.5792	0.7610
0.4861	9.5354	944	0.5769	0.2350	0.5769	0.7595
0.4861	9.5556	946	0.5755	0.2350	0.5755	0.7586
0.4861	9.5758	948	0.5711	0.2273	0.5711	0.7557
0.4861	9.5960	950	0.5668	0.2184	0.5668	0.7528
0.4861	9.6162	952	0.5647	0.2090	0.5647	0.7514
0.4861	9.6364	954	0.5638	0.2444	0.5638	0.7509
0.4861	9.6566	956	0.5635	0.2444	0.5635	0.7507
0.4861	9.6768	958	0.5640	0.2444	0.5640	0.7510
0.4861	9.6970	960	0.5645	0.3118	0.5645	0.7514
0.4861	9.7172	962	0.5648	0.3118	0.5648	0.7515
0.4861	9.7374	964	0.5651	0.3118	0.5651	0.7517
0.4861	9.7576	966	0.5657	0.3224	0.5657	0.7521
0.4861	9.7778	968	0.5660	0.3224	0.5660	0.7524
0.4861	9.7980	970	0.5664	0.3118	0.5664	0.7526
0.4861	9.8182	972	0.5660	0.3118	0.5660	0.7523
0.4861	9.8384	974	0.5651	0.3118	0.5651	0.7517
0.4861	9.8586	976	0.5647	0.3118	0.5647	0.7515
0.4861	9.8788	978	0.5646	0.3118	0.5646	0.7514
0.4861	9.8990	980	0.5647	0.3118	0.5647	0.7515
0.4861	9.9192	982	0.5647	0.3118	0.5647	0.7515
0.4861	9.9394	984	0.5648	0.3118	0.5648	0.7515
0.4861	9.9596	986	0.5649	0.3118	0.5649	0.7516
0.4861	9.9798	988	0.5651	0.3118	0.5651	0.7518
0.4861	10.0	990	0.5652	0.3118	0.5652	0.7518

Framework versions

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