ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task2_organization_fold1

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: 0.9424
• Qwk: 0.2663
• Mse: 0.9424
• Rmse: 0.9708

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	0.0225	2	2.2911	0.0173	2.2911	1.5136
No log	0.0449	4	1.5111	-0.1473	1.5111	1.2293
No log	0.0674	6	1.4779	-0.2144	1.4779	1.2157
No log	0.0899	8	1.8072	-0.1782	1.8072	1.3443
No log	0.1124	10	1.7604	-0.1352	1.7604	1.3268
No log	0.1348	12	1.5831	-0.0755	1.5831	1.2582
No log	0.1573	14	1.5940	-0.0144	1.5940	1.2625
No log	0.1798	16	1.4819	0.0369	1.4819	1.2173
No log	0.2022	18	1.3164	0.0602	1.3164	1.1473
No log	0.2247	20	1.2252	0.0813	1.2252	1.1069
No log	0.2472	22	1.1128	0.0321	1.1128	1.0549
No log	0.2697	24	0.9982	0.0	0.9982	0.9991
No log	0.2921	26	0.8718	0.0	0.8718	0.9337
No log	0.3146	28	0.7867	0.0	0.7867	0.8870
No log	0.3371	30	0.7488	-0.0172	0.7488	0.8653
No log	0.3596	32	0.7575	0.0	0.7575	0.8704
No log	0.3820	34	0.7884	0.0537	0.7884	0.8879
No log	0.4045	36	0.9220	0.0537	0.9220	0.9602
No log	0.4270	38	1.1150	0.0961	1.1150	1.0559
No log	0.4494	40	1.3832	0.0530	1.3832	1.1761
No log	0.4719	42	1.5765	-0.0050	1.5765	1.2556
No log	0.4944	44	1.7156	-0.0476	1.7156	1.3098
No log	0.5169	46	1.6856	-0.0476	1.6856	1.2983
No log	0.5393	48	1.5204	-0.0337	1.5204	1.2330
No log	0.5618	50	1.2287	0.0466	1.2287	1.1085
No log	0.5843	52	1.1321	0.0537	1.1321	1.0640
No log	0.6067	54	1.0038	0.0537	1.0038	1.0019
No log	0.6292	56	0.8747	0.0	0.8747	0.9352
No log	0.6517	58	0.8152	0.0	0.8152	0.9029
No log	0.6742	60	0.7728	0.0	0.7728	0.8791
No log	0.6966	62	0.7406	0.0	0.7406	0.8606
No log	0.7191	64	0.8236	0.0537	0.8236	0.9075
No log	0.7416	66	0.9988	0.0321	0.9988	0.9994
No log	0.7640	68	1.0605	0.0813	1.0605	1.0298
No log	0.7865	70	0.9781	0.0537	0.9781	0.9890
No log	0.8090	72	0.9024	0.0370	0.9024	0.9500
No log	0.8315	74	0.8710	-0.0172	0.8710	0.9333
No log	0.8539	76	0.8464	-0.0172	0.8464	0.9200
No log	0.8764	78	0.8859	-0.0172	0.8859	0.9412
No log	0.8989	80	0.9035	-0.0172	0.9035	0.9505
No log	0.9213	82	0.9434	0.0	0.9434	0.9713
No log	0.9438	84	0.9155	-0.0172	0.9155	0.9568
No log	0.9663	86	0.9614	0.0537	0.9614	0.9805
No log	0.9888	88	0.9462	0.0370	0.9462	0.9727
No log	1.0112	90	0.8529	-0.0659	0.8529	0.9236
No log	1.0337	92	0.7720	-0.0477	0.7720	0.8786
No log	1.0562	94	0.6994	0.1322	0.6994	0.8363
No log	1.0787	96	0.7058	0.1190	0.7058	0.8401
No log	1.1011	98	0.7128	0.0927	0.7128	0.8443
No log	1.1236	100	0.8129	-0.0093	0.8129	0.9016
No log	1.1461	102	0.9296	0.0225	0.9296	0.9642
No log	1.1685	104	0.8197	-0.0199	0.8197	0.9054
No log	1.1910	106	0.6888	0.1085	0.6888	0.8300
No log	1.2135	108	0.6801	0.0994	0.6801	0.8247
No log	1.2360	110	0.6940	0.1020	0.6940	0.8330
No log	1.2584	112	0.7450	0.0700	0.7450	0.8631
No log	1.2809	114	0.7584	0.0481	0.7584	0.8709
No log	1.3034	116	0.7133	0.1582	0.7133	0.8446
No log	1.3258	118	0.6928	0.1192	0.6928	0.8323
No log	1.3483	120	0.7201	0.1575	0.7201	0.8486
No log	1.3708	122	0.7487	0.2127	0.7487	0.8653
No log	1.3933	124	0.7375	0.2127	0.7375	0.8588
No log	1.4157	126	0.7337	0.1192	0.7337	0.8566
No log	1.4382	128	0.7802	0.2145	0.7802	0.8833
No log	1.4607	130	0.7467	0.2490	0.7467	0.8641
No log	1.4831	132	0.7369	0.1587	0.7369	0.8584
No log	1.5056	134	0.7483	0.1341	0.7483	0.8650
No log	1.5281	136	0.7661	0.0984	0.7661	0.8753
No log	1.5506	138	0.7922	0.1386	0.7922	0.8901
No log	1.5730	140	0.8078	0.1327	0.8078	0.8988
No log	1.5955	142	0.8711	0.2046	0.8711	0.9333
No log	1.6180	144	0.8800	0.1771	0.8800	0.9381
No log	1.6404	146	0.7803	0.2046	0.7803	0.8834
No log	1.6629	148	0.7252	0.1987	0.7252	0.8516
No log	1.6854	150	0.8390	0.1389	0.8390	0.9160
No log	1.7079	152	0.9327	0.1924	0.9327	0.9658
No log	1.7303	154	0.8787	0.2170	0.8787	0.9374
No log	1.7528	156	0.7303	0.2290	0.7303	0.8546
No log	1.7753	158	0.6770	0.2298	0.6770	0.8228
No log	1.7978	160	0.7107	0.1336	0.7107	0.8430
No log	1.8202	162	0.7721	0.1366	0.7721	0.8787
No log	1.8427	164	0.8279	0.1366	0.8279	0.9099
No log	1.8652	166	0.8205	0.1520	0.8205	0.9058
No log	1.8876	168	0.7774	0.1461	0.7774	0.8817
No log	1.9101	170	0.7779	0.1056	0.7779	0.8820
No log	1.9326	172	0.7585	-0.0081	0.7585	0.8709
No log	1.9551	174	0.7563	0.0373	0.7563	0.8696
No log	1.9775	176	0.7607	0.0863	0.7607	0.8722
No log	2.0	178	0.7644	0.1686	0.7644	0.8743
No log	2.0225	180	0.7556	0.1686	0.7556	0.8693
No log	2.0449	182	0.7575	0.1686	0.7575	0.8704
No log	2.0674	184	0.7642	0.1534	0.7642	0.8742
No log	2.0899	186	0.7996	0.1894	0.7996	0.8942
No log	2.1124	188	0.7797	0.1534	0.7797	0.8830
No log	2.1348	190	0.7776	0.1534	0.7776	0.8818
No log	2.1573	192	0.7787	0.1520	0.7787	0.8824
No log	2.1798	194	0.8012	0.1520	0.8012	0.8951
No log	2.2022	196	0.7619	0.1714	0.7619	0.8729
No log	2.2247	198	0.7536	0.1534	0.7536	0.8681
No log	2.2472	200	0.7629	0.1456	0.7629	0.8734
No log	2.2697	202	0.7805	0.1587	0.7805	0.8834
No log	2.2921	204	0.7958	0.2077	0.7958	0.8921
No log	2.3146	206	0.8246	0.1422	0.8246	0.9081
No log	2.3371	208	0.8774	0.1803	0.8774	0.9367
No log	2.3596	210	0.9621	0.1597	0.9621	0.9809
No log	2.3820	212	1.0269	0.1528	1.0269	1.0134
No log	2.4045	214	0.9153	0.1059	0.9153	0.9567
No log	2.4270	216	0.7654	0.1212	0.7654	0.8748
No log	2.4494	218	0.6868	0.1922	0.6868	0.8287
No log	2.4719	220	0.6762	0.2062	0.6762	0.8223
No log	2.4944	222	0.6737	0.1326	0.6737	0.8208
No log	2.5169	224	0.6622	0.2089	0.6622	0.8137
No log	2.5393	226	0.6844	0.1831	0.6844	0.8273
No log	2.5618	228	0.7003	0.1336	0.7003	0.8369
No log	2.5843	230	0.7002	0.2377	0.7002	0.8368
No log	2.6067	232	0.7072	0.2377	0.7072	0.8409
No log	2.6292	234	0.7048	0.1838	0.7048	0.8395
No log	2.6517	236	0.7343	0.2818	0.7343	0.8569
No log	2.6742	238	0.7790	0.2059	0.7790	0.8826
No log	2.6966	240	0.8582	0.1164	0.8582	0.9264
No log	2.7191	242	0.9592	0.1157	0.9592	0.9794
No log	2.7416	244	0.9740	0.1232	0.9740	0.9869
No log	2.7640	246	0.8562	0.0876	0.8562	0.9253
No log	2.7865	248	0.7780	0.1742	0.7780	0.8821
No log	2.8090	250	0.7393	0.1922	0.7393	0.8598
No log	2.8315	252	0.7710	0.2100	0.7710	0.8781
No log	2.8539	254	0.8064	0.2100	0.8064	0.8980
No log	2.8764	256	0.8072	0.2100	0.8072	0.8984
No log	2.8989	258	0.7871	0.2100	0.7871	0.8872
No log	2.9213	260	0.7491	0.2225	0.7491	0.8655
No log	2.9438	262	0.7164	0.2128	0.7164	0.8464
No log	2.9663	264	0.7191	0.1958	0.7191	0.8480
No log	2.9888	266	0.7514	0.1751	0.7514	0.8669
No log	3.0112	268	0.8121	0.2100	0.8121	0.9011
No log	3.0337	270	0.8721	0.1212	0.8721	0.9338
No log	3.0562	272	0.8637	0.1212	0.8637	0.9294
No log	3.0787	274	0.7831	0.1520	0.7831	0.8849
No log	3.1011	276	0.7051	0.1991	0.7051	0.8397
No log	3.1236	278	0.7078	0.1991	0.7078	0.8413
No log	3.1461	280	0.7311	0.0932	0.7311	0.8550
No log	3.1685	282	0.7172	0.2171	0.7172	0.8469
No log	3.1910	284	0.7388	0.1305	0.7388	0.8595
No log	3.2135	286	0.7377	0.1305	0.7377	0.8589
No log	3.2360	288	0.7686	0.1491	0.7686	0.8767
No log	3.2584	290	0.8079	0.1499	0.8079	0.8988
No log	3.2809	292	0.8731	0.1202	0.8731	0.9344
No log	3.3034	294	0.8966	0.1403	0.8966	0.9469
No log	3.3258	296	0.8323	0.2059	0.8323	0.9123
No log	3.3483	298	0.7343	0.2127	0.7343	0.8569
No log	3.3708	300	0.6907	0.1575	0.6907	0.8311
No log	3.3933	302	0.6917	0.1953	0.6917	0.8317
No log	3.4157	304	0.7345	0.1649	0.7345	0.8570
No log	3.4382	306	0.7976	0.1499	0.7976	0.8931
No log	3.4607	308	0.8697	0.1202	0.8697	0.9326
No log	3.4831	310	0.8939	0.1202	0.8939	0.9455
No log	3.5056	312	0.8435	0.1351	0.8435	0.9184
No log	3.5281	314	0.7715	0.2205	0.7715	0.8783
No log	3.5506	316	0.7552	0.2007	0.7552	0.8690
No log	3.5730	318	0.7716	0.2112	0.7716	0.8784
No log	3.5955	320	0.7511	0.1833	0.7511	0.8667
No log	3.6180	322	0.7635	0.1620	0.7635	0.8738
No log	3.6404	324	0.7610	0.1620	0.7610	0.8724
No log	3.6629	326	0.7069	0.1383	0.7069	0.8407
No log	3.6854	328	0.7187	0.1082	0.7187	0.8478
No log	3.7079	330	0.7347	0.1442	0.7347	0.8572
No log	3.7303	332	0.7042	0.1232	0.7042	0.8392
No log	3.7528	334	0.6676	0.1471	0.6676	0.8170
No log	3.7753	336	0.6734	0.2222	0.6734	0.8206
No log	3.7978	338	0.6903	0.1696	0.6903	0.8308
No log	3.8202	340	0.7699	0.1569	0.7699	0.8775
No log	3.8427	342	0.9695	0.2557	0.9695	0.9846
No log	3.8652	344	1.0782	0.2653	1.0782	1.0384
No log	3.8876	346	1.0327	0.2432	1.0327	1.0162
No log	3.9101	348	0.9159	0.2395	0.9159	0.9570
No log	3.9326	350	0.7845	0.1881	0.7845	0.8857
No log	3.9551	352	0.6991	0.1714	0.6991	0.8361
No log	3.9775	354	0.6637	0.1232	0.6637	0.8147
No log	4.0	356	0.6691	0.1412	0.6691	0.8180
No log	4.0225	358	0.7038	0.1661	0.7038	0.8389
No log	4.0449	360	0.7261	0.1661	0.7261	0.8521
No log	4.0674	362	0.7598	0.2073	0.7598	0.8716
No log	4.0899	364	0.8100	0.2284	0.8100	0.9000
No log	4.1124	366	0.8252	0.2284	0.8252	0.9084
No log	4.1348	368	0.7484	0.2254	0.7484	0.8651
No log	4.1573	370	0.7340	0.2254	0.7340	0.8567
No log	4.1798	372	0.7760	0.2162	0.7760	0.8809
No log	4.2022	374	0.8615	0.2240	0.8615	0.9282
No log	4.2247	376	0.8641	0.2146	0.8641	0.9296
No log	4.2472	378	0.8559	0.1986	0.8559	0.9252
No log	4.2697	380	0.7883	0.2162	0.7883	0.8878
No log	4.2921	382	0.7185	0.1222	0.7185	0.8476
No log	4.3146	384	0.7100	0.1687	0.7100	0.8426
No log	4.3371	386	0.7266	0.1396	0.7266	0.8524
No log	4.3596	388	0.7534	0.1396	0.7534	0.8680
No log	4.3820	390	0.7398	0.1396	0.7398	0.8601
No log	4.4045	392	0.6986	0.1396	0.6986	0.8358
No log	4.4270	394	0.6960	0.1396	0.6960	0.8343
No log	4.4494	396	0.7047	0.1914	0.7047	0.8394
No log	4.4719	398	0.7695	0.2046	0.7695	0.8772
No log	4.4944	400	0.8009	0.2146	0.8009	0.8949
No log	4.5169	402	0.7637	0.2282	0.7637	0.8739
No log	4.5393	404	0.7040	0.2854	0.7040	0.8391
No log	4.5618	406	0.7033	0.2533	0.7033	0.8387
No log	4.5843	408	0.7457	0.2995	0.7457	0.8635
No log	4.6067	410	0.8768	0.3059	0.8768	0.9364
No log	4.6292	412	0.9622	0.2701	0.9622	0.9809
No log	4.6517	414	0.9937	0.2701	0.9937	0.9968
No log	4.6742	416	0.9506	0.2753	0.9506	0.9750
No log	4.6966	418	0.8826	0.2682	0.8826	0.9394
No log	4.7191	420	0.8499	0.2682	0.8499	0.9219
No log	4.7416	422	0.7682	0.2607	0.7682	0.8765
No log	4.7640	424	0.6701	0.2717	0.6701	0.8186
No log	4.7865	426	0.6036	0.3068	0.6036	0.7769
No log	4.8090	428	0.5881	0.2658	0.5881	0.7669
No log	4.8315	430	0.5983	0.2837	0.5983	0.7735
No log	4.8539	432	0.6411	0.2548	0.6411	0.8007
No log	4.8764	434	0.6898	0.2282	0.6898	0.8305
No log	4.8989	436	0.7640	0.2146	0.7640	0.8741
No log	4.9213	438	0.8197	0.2736	0.8197	0.9054
No log	4.9438	440	0.8252	0.2808	0.8252	0.9084
No log	4.9663	442	0.8572	0.3205	0.8572	0.9258
No log	4.9888	444	0.8324	0.3491	0.8324	0.9124
No log	5.0112	446	0.7874	0.3187	0.7874	0.8873
No log	5.0337	448	0.7893	0.3044	0.7893	0.8884
No log	5.0562	450	0.8232	0.3179	0.8232	0.9073
No log	5.0787	452	0.9190	0.3098	0.9190	0.9586
No log	5.1011	454	0.9429	0.3116	0.9429	0.9710
No log	5.1236	456	0.9277	0.3116	0.9277	0.9632
No log	5.1461	458	0.8434	0.2767	0.8434	0.9184
No log	5.1685	460	0.7481	0.2510	0.7481	0.8649
No log	5.1910	462	0.6736	0.2492	0.6736	0.8208
No log	5.2135	464	0.6463	0.2712	0.6463	0.8039
No log	5.2360	466	0.6393	0.1781	0.6393	0.7996
No log	5.2584	468	0.6497	0.2275	0.6497	0.8060
No log	5.2809	470	0.6903	0.2671	0.6903	0.8308
No log	5.3034	472	0.7724	0.3205	0.7724	0.8789
No log	5.3258	474	0.8262	0.2808	0.8262	0.9090
No log	5.3483	476	0.8385	0.3262	0.8385	0.9157
No log	5.3708	478	0.7985	0.3385	0.7985	0.8936
No log	5.3933	480	0.7189	0.3000	0.7189	0.8479
No log	5.4157	482	0.6879	0.3089	0.6879	0.8294
No log	5.4382	484	0.7156	0.3312	0.7156	0.8460
No log	5.4607	486	0.8099	0.3021	0.8099	0.8999
No log	5.4831	488	0.9471	0.3571	0.9471	0.9732
No log	5.5056	490	1.0271	0.3198	1.0271	1.0135
No log	5.5281	492	1.0246	0.3612	1.0246	1.0122
No log	5.5506	494	0.9362	0.3153	0.9362	0.9676
No log	5.5730	496	0.8367	0.3233	0.8367	0.9147
No log	5.5955	498	0.8243	0.3297	0.8243	0.9079
0.2502	5.6180	500	0.8146	0.3297	0.8146	0.9026
0.2502	5.6404	502	0.7913	0.3504	0.7913	0.8896
0.2502	5.6629	504	0.7964	0.3225	0.7964	0.8924
0.2502	5.6854	506	0.8102	0.3040	0.8102	0.9001
0.2502	5.7079	508	0.8042	0.2787	0.8042	0.8968
0.2502	5.7303	510	0.8375	0.2787	0.8375	0.9152
0.2502	5.7528	512	0.8796	0.2933	0.8796	0.9379
0.2502	5.7753	514	0.9041	0.2808	0.9041	0.9509
0.2502	5.7978	516	0.9305	0.2808	0.9305	0.9646
0.2502	5.8202	518	0.9169	0.2933	0.9169	0.9575
0.2502	5.8427	520	0.9060	0.2933	0.9060	0.9518
0.2502	5.8652	522	0.9308	0.2663	0.9308	0.9648
0.2502	5.8876	524	0.9804	0.2731	0.9804	0.9901
0.2502	5.9101	526	0.9881	0.2731	0.9881	0.9940
0.2502	5.9326	528	0.9580	0.2731	0.9580	0.9788
0.2502	5.9551	530	0.9049	0.2644	0.9049	0.9512
0.2502	5.9775	532	0.8529	0.2836	0.8529	0.9235
0.2502	6.0	534	0.8201	0.2413	0.8201	0.9056
0.2502	6.0225	536	0.7862	0.2327	0.7862	0.8867
0.2502	6.0449	538	0.7410	0.1687	0.7410	0.8608
0.2502	6.0674	540	0.7211	0.1714	0.7211	0.8492
0.2502	6.0899	542	0.7218	0.1569	0.7218	0.8496
0.2502	6.1124	544	0.7479	0.1742	0.7479	0.8648
0.2502	6.1348	546	0.7942	0.1881	0.7942	0.8912
0.2502	6.1573	548	0.8284	0.2736	0.8284	0.9102
0.2502	6.1798	550	0.8471	0.2372	0.8471	0.9204
0.2502	6.2022	552	0.8442	0.2349	0.8442	0.9188
0.2502	6.2247	554	0.8269	0.2259	0.8269	0.9093
0.2502	6.2472	556	0.8204	0.2259	0.8204	0.9057
0.2502	6.2697	558	0.8419	0.2349	0.8419	0.9176
0.2502	6.2921	560	0.8568	0.2435	0.8568	0.9256
0.2502	6.3146	562	0.8649	0.2243	0.8649	0.9300
0.2502	6.3371	564	0.8591	0.2243	0.8591	0.9269
0.2502	6.3596	566	0.8608	0.2243	0.8608	0.9278
0.2502	6.3820	568	0.8516	0.2155	0.8516	0.9228
0.2502	6.4045	570	0.8363	0.2460	0.8363	0.9145
0.2502	6.4270	572	0.8335	0.2037	0.8335	0.9129
0.2502	6.4494	574	0.8197	0.2372	0.8197	0.9054
0.2502	6.4719	576	0.8287	0.2037	0.8287	0.9103
0.2502	6.4944	578	0.8644	0.2435	0.8644	0.9297
0.2502	6.5169	580	0.9013	0.2586	0.9013	0.9493
0.2502	6.5393	582	0.9475	0.2105	0.9475	0.9734
0.2502	6.5618	584	0.9687	0.2072	0.9687	0.9843
0.2502	6.5843	586	0.9896	0.1955	0.9896	0.9948
0.2502	6.6067	588	1.0127	0.2041	1.0127	1.0063
0.2502	6.6292	590	1.0081	0.2155	1.0081	1.0040
0.2502	6.6517	592	0.9498	0.2190	0.9498	0.9746
0.2502	6.6742	594	0.8709	0.2808	0.8709	0.9332
0.2502	6.6966	596	0.8165	0.2933	0.8165	0.9036
0.2502	6.7191	598	0.7859	0.2349	0.7859	0.8865
0.2502	6.7416	600	0.7680	0.2349	0.7680	0.8764
0.2502	6.7640	602	0.7613	0.2349	0.7613	0.8725
0.2502	6.7865	604	0.7676	0.2349	0.7676	0.8761
0.2502	6.8090	606	0.7825	0.2349	0.7825	0.8846
0.2502	6.8315	608	0.7986	0.2349	0.7986	0.8937
0.2502	6.8539	610	0.8026	0.2349	0.8026	0.8959
0.2502	6.8764	612	0.8236	0.2435	0.8236	0.9075
0.2502	6.8989	614	0.8462	0.2435	0.8462	0.9199
0.2502	6.9213	616	0.8643	0.2435	0.8643	0.9297
0.2502	6.9438	618	0.8910	0.2435	0.8910	0.9439
0.2502	6.9663	620	0.8921	0.2435	0.8921	0.9445
0.2502	6.9888	622	0.8693	0.2435	0.8693	0.9324
0.2502	7.0112	624	0.8459	0.2132	0.8459	0.9197
0.2502	7.0337	626	0.8579	0.2435	0.8579	0.9262
0.2502	7.0562	628	0.8830	0.2435	0.8830	0.9397
0.2502	7.0787	630	0.8920	0.2787	0.8920	0.9445
0.2502	7.1011	632	0.8887	0.2787	0.8887	0.9427
0.2502	7.1236	634	0.8701	0.2787	0.8701	0.9328
0.2502	7.1461	636	0.8430	0.2435	0.8430	0.9181
0.2502	7.1685	638	0.8194	0.2483	0.8194	0.9052
0.2502	7.1910	640	0.8017	0.2483	0.8017	0.8954
0.2502	7.2135	642	0.8200	0.2564	0.8200	0.9055
0.2502	7.2360	644	0.8700	0.2914	0.8700	0.9327
0.2502	7.2584	646	0.9055	0.2787	0.9055	0.9516
0.2502	7.2809	648	0.9560	0.2733	0.9560	0.9778
0.2502	7.3034	650	1.0296	0.3112	1.0296	1.0147
0.2502	7.3258	652	1.1135	0.3004	1.1135	1.0552
0.2502	7.3483	654	1.1958	0.2835	1.1958	1.0935
0.2502	7.3708	656	1.2217	0.2575	1.2217	1.1053
0.2502	7.3933	658	1.1858	0.2835	1.1858	1.0890
0.2502	7.4157	660	1.1072	0.3057	1.1072	1.0522
0.2502	7.4382	662	1.0332	0.3112	1.0332	1.0165
0.2502	7.4607	664	0.9824	0.3000	0.9824	0.9912
0.2502	7.4831	666	0.9387	0.2875	0.9387	0.9689
0.2502	7.5056	668	0.9161	0.2808	0.9161	0.9571
0.2502	7.5281	670	0.9065	0.2662	0.9065	0.9521
0.2502	7.5506	672	0.9256	0.2808	0.9256	0.9621
0.2502	7.5730	674	0.9366	0.2808	0.9366	0.9678
0.2502	7.5955	676	0.9487	0.2875	0.9487	0.9740
0.2502	7.6180	678	0.9620	0.2875	0.9620	0.9808
0.2502	7.6404	680	0.9800	0.2939	0.9800	0.9900
0.2502	7.6629	682	0.9915	0.2821	0.9915	0.9957
0.2502	7.6854	684	0.9991	0.2821	0.9991	0.9996
0.2502	7.7079	686	0.9924	0.2939	0.9924	0.9962
0.2502	7.7303	688	0.9902	0.2875	0.9902	0.9951
0.2502	7.7528	690	0.9854	0.2875	0.9854	0.9927
0.2502	7.7753	692	0.9702	0.2875	0.9702	0.9850
0.2502	7.7978	694	0.9633	0.2875	0.9633	0.9815
0.2502	7.8202	696	0.9539	0.2875	0.9539	0.9767
0.2502	7.8427	698	0.9514	0.2875	0.9514	0.9754
0.2502	7.8652	700	0.9396	0.2733	0.9396	0.9693
0.2502	7.8876	702	0.9300	0.2856	0.9300	0.9644
0.2502	7.9101	704	0.9094	0.2856	0.9094	0.9536
0.2502	7.9326	706	0.9135	0.2856	0.9135	0.9558
0.2502	7.9551	708	0.8975	0.2856	0.8975	0.9474
0.2502	7.9775	710	0.8963	0.2856	0.8963	0.9467
0.2502	8.0	712	0.8918	0.2856	0.8918	0.9444
0.2502	8.0225	714	0.8696	0.2787	0.8696	0.9325
0.2502	8.0449	716	0.8685	0.2787	0.8685	0.9319
0.2502	8.0674	718	0.8586	0.2787	0.8586	0.9266
0.2502	8.0899	720	0.8600	0.2787	0.8600	0.9274
0.2502	8.1124	722	0.8896	0.2787	0.8896	0.9432
0.2502	8.1348	724	0.9312	0.2875	0.9312	0.9650
0.2502	8.1573	726	0.9659	0.2875	0.9659	0.9828
0.2502	8.1798	728	0.9987	0.275	0.9987	0.9994
0.2502	8.2022	730	0.9937	0.275	0.9937	0.9968
0.2502	8.2247	732	0.9789	0.2683	0.9789	0.9894
0.2502	8.2472	734	0.9580	0.2875	0.9580	0.9788
0.2502	8.2697	736	0.9313	0.2875	0.9313	0.9650
0.2502	8.2921	738	0.9166	0.2875	0.9166	0.9574
0.2502	8.3146	740	0.9048	0.2875	0.9048	0.9512
0.2502	8.3371	742	0.8986	0.2787	0.8986	0.9479
0.2502	8.3596	744	0.9059	0.2875	0.9059	0.9518
0.2502	8.3820	746	0.9173	0.2875	0.9173	0.9577
0.2502	8.4045	748	0.9224	0.2875	0.9224	0.9604
0.2502	8.4270	750	0.9236	0.2856	0.9236	0.9611
0.2502	8.4494	752	0.9241	0.2856	0.9241	0.9613
0.2502	8.4719	754	0.9176	0.2856	0.9176	0.9579
0.2502	8.4944	756	0.9051	0.2856	0.9051	0.9514
0.2502	8.5169	758	0.8998	0.2856	0.8998	0.9486
0.2502	8.5393	760	0.8944	0.2787	0.8944	0.9457
0.2502	8.5618	762	0.8747	0.2787	0.8747	0.9352
0.2502	8.5843	764	0.8578	0.2787	0.8578	0.9262
0.2502	8.6067	766	0.8372	0.2787	0.8372	0.9150
0.2502	8.6292	768	0.8333	0.2787	0.8333	0.9128
0.2502	8.6517	770	0.8474	0.2787	0.8474	0.9205
0.2502	8.6742	772	0.8655	0.2787	0.8655	0.9303
0.2502	8.6966	774	0.8887	0.2856	0.8887	0.9427
0.2502	8.7191	776	0.9209	0.2663	0.9209	0.9596
0.2502	8.7416	778	0.9471	0.2663	0.9471	0.9732
0.2502	8.7640	780	0.9644	0.2731	0.9644	0.9820
0.2502	8.7865	782	0.9880	0.2866	0.9880	0.9940
0.2502	8.8090	784	1.0075	0.2814	1.0075	1.0037
0.2502	8.8315	786	1.0319	0.2814	1.0319	1.0158
0.2502	8.8539	788	1.0484	0.2875	1.0484	1.0239
0.2502	8.8764	790	1.0584	0.2875	1.0584	1.0288
0.2502	8.8989	792	1.0563	0.2875	1.0563	1.0278
0.2502	8.9213	794	1.0497	0.2814	1.0497	1.0245
0.2502	8.9438	796	1.0263	0.2814	1.0263	1.0131
0.2502	8.9663	798	0.9994	0.275	0.9994	0.9997
0.2502	8.9888	800	0.9751	0.2663	0.9751	0.9875
0.2502	9.0112	802	0.9630	0.2663	0.9630	0.9813
0.2502	9.0337	804	0.9426	0.2663	0.9426	0.9709
0.2502	9.0562	806	0.9377	0.2663	0.9377	0.9684
0.2502	9.0787	808	0.9377	0.2663	0.9377	0.9684
0.2502	9.1011	810	0.9415	0.2663	0.9415	0.9703
0.2502	9.1236	812	0.9523	0.2663	0.9523	0.9759
0.2502	9.1461	814	0.9620	0.2663	0.9620	0.9808
0.2502	9.1685	816	0.9649	0.2663	0.9649	0.9823
0.2502	9.1910	818	0.9635	0.2663	0.9635	0.9816
0.2502	9.2135	820	0.9584	0.2663	0.9584	0.9790
0.2502	9.2360	822	0.9552	0.2663	0.9552	0.9774
0.2502	9.2584	824	0.9496	0.2663	0.9496	0.9745
0.2502	9.2809	826	0.9433	0.2663	0.9433	0.9712
0.2502	9.3034	828	0.9361	0.2856	0.9361	0.9675
0.2502	9.3258	830	0.9254	0.2856	0.9254	0.9620
0.2502	9.3483	832	0.9190	0.2787	0.9190	0.9586
0.2502	9.3708	834	0.9121	0.2787	0.9121	0.9550
0.2502	9.3933	836	0.9086	0.2787	0.9086	0.9532
0.2502	9.4157	838	0.9052	0.2787	0.9052	0.9514
0.2502	9.4382	840	0.9038	0.2787	0.9038	0.9507
0.2502	9.4607	842	0.9037	0.2787	0.9037	0.9506
0.2502	9.4831	844	0.9044	0.2787	0.9044	0.9510
0.2502	9.5056	846	0.9018	0.2787	0.9018	0.9496
0.2502	9.5281	848	0.9016	0.2787	0.9016	0.9495
0.2502	9.5506	850	0.9037	0.2787	0.9037	0.9506
0.2502	9.5730	852	0.9021	0.2787	0.9021	0.9498
0.2502	9.5955	854	0.9014	0.2787	0.9014	0.9494
0.2502	9.6180	856	0.9033	0.2787	0.9033	0.9504
0.2502	9.6404	858	0.9045	0.2787	0.9045	0.9510
0.2502	9.6629	860	0.9086	0.2787	0.9086	0.9532
0.2502	9.6854	862	0.9157	0.2787	0.9157	0.9569
0.2502	9.7079	864	0.9208	0.2787	0.9208	0.9596
0.2502	9.7303	866	0.9267	0.2856	0.9267	0.9626
0.2502	9.7528	868	0.9334	0.2856	0.9334	0.9661
0.2502	9.7753	870	0.9381	0.2663	0.9381	0.9686
0.2502	9.7978	872	0.9425	0.2663	0.9425	0.9708
0.2502	9.8202	874	0.9461	0.2663	0.9461	0.9727
0.2502	9.8427	876	0.9461	0.2663	0.9461	0.9727
0.2502	9.8652	878	0.9453	0.2663	0.9453	0.9723
0.2502	9.8876	880	0.9449	0.2663	0.9449	0.9721
0.2502	9.9101	882	0.9447	0.2663	0.9447	0.9720
0.2502	9.9326	884	0.9437	0.2663	0.9437	0.9714
0.2502	9.9551	886	0.9428	0.2663	0.9428	0.9710
0.2502	9.9775	888	0.9425	0.2663	0.9425	0.9708
0.2502	10.0	890	0.9424	0.2663	0.9424	0.9708

Framework versions

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