ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k19_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: 0.8809
• Qwk: 0.6464
• Mse: 0.8809
• Rmse: 0.9385

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	2.3365	0.0541	2.3365	1.5286
No log	0.0449	4	1.5147	0.2419	1.5147	1.2307
No log	0.0674	6	1.5493	0.1106	1.5493	1.2447
No log	0.0899	8	1.8006	-0.0567	1.8006	1.3419
No log	0.1124	10	1.6343	0.1093	1.6343	1.2784
No log	0.1348	12	1.4870	0.1057	1.4870	1.2194
No log	0.1573	14	1.4368	0.1071	1.4368	1.1986
No log	0.1798	16	1.4503	0.1236	1.4503	1.2043
No log	0.2022	18	1.3707	0.1365	1.3707	1.1708
No log	0.2247	20	1.3128	0.1365	1.3128	1.1458
No log	0.2472	22	1.3598	0.1022	1.3598	1.1661
No log	0.2697	24	1.3217	0.1154	1.3217	1.1496
No log	0.2921	26	1.3104	0.1154	1.3104	1.1447
No log	0.3146	28	1.3245	0.2467	1.3245	1.1509
No log	0.3371	30	1.3295	0.3364	1.3295	1.1530
No log	0.3596	32	1.3569	0.2900	1.3569	1.1649
No log	0.3820	34	1.2856	0.3012	1.2856	1.1338
No log	0.4045	36	1.1749	0.3136	1.1749	1.0839
No log	0.4270	38	1.2757	0.1704	1.2757	1.1295
No log	0.4494	40	1.3667	0.2006	1.3667	1.1690
No log	0.4719	42	1.3235	0.3995	1.3235	1.1504
No log	0.4944	44	1.1823	0.2612	1.1823	1.0873
No log	0.5169	46	1.2510	0.2610	1.2510	1.1185
No log	0.5393	48	1.2529	0.1682	1.2529	1.1193
No log	0.5618	50	1.2265	0.1682	1.2265	1.1075
No log	0.5843	52	1.1862	0.2105	1.1862	1.0891
No log	0.6067	54	1.2124	0.2462	1.2124	1.1011
No log	0.6292	56	1.2730	0.3678	1.2730	1.1283
No log	0.6517	58	1.2076	0.3863	1.2076	1.0989
No log	0.6742	60	1.1567	0.4277	1.1567	1.0755
No log	0.6966	62	1.0475	0.5074	1.0475	1.0235
No log	0.7191	64	1.0155	0.4700	1.0155	1.0077
No log	0.7416	66	1.0094	0.5295	1.0094	1.0047
No log	0.7640	68	1.0032	0.5055	1.0032	1.0016
No log	0.7865	70	0.9803	0.5198	0.9803	0.9901
No log	0.8090	72	0.9766	0.4699	0.9766	0.9882
No log	0.8315	74	0.9748	0.4786	0.9748	0.9873
No log	0.8539	76	0.9258	0.5602	0.9258	0.9622
No log	0.8764	78	1.0612	0.5485	1.0612	1.0301
No log	0.8989	80	1.4172	0.3596	1.4172	1.1905
No log	0.9213	82	1.3832	0.3495	1.3832	1.1761
No log	0.9438	84	1.1246	0.4589	1.1246	1.0605
No log	0.9663	86	1.1755	0.4512	1.1755	1.0842
No log	0.9888	88	1.3801	0.3439	1.3801	1.1748
No log	1.0112	90	1.4041	0.3532	1.4041	1.1849
No log	1.0337	92	1.5318	0.3253	1.5318	1.2377
No log	1.0562	94	1.7935	0.2719	1.7935	1.3392
No log	1.0787	96	1.7130	0.3318	1.7130	1.3088
No log	1.1011	98	1.2389	0.5053	1.2389	1.1131
No log	1.1236	100	1.1203	0.5023	1.1203	1.0584
No log	1.1461	102	1.3080	0.5304	1.3080	1.1437
No log	1.1685	104	1.2951	0.5505	1.2951	1.1380
No log	1.1910	106	1.3250	0.5335	1.3250	1.1511
No log	1.2135	108	1.1053	0.5707	1.1053	1.0513
No log	1.2360	110	1.0754	0.5792	1.0754	1.0370
No log	1.2584	112	1.0927	0.5696	1.0927	1.0453
No log	1.2809	114	1.2914	0.4881	1.2914	1.1364
No log	1.3034	116	1.4072	0.4824	1.4072	1.1862
No log	1.3258	118	1.2765	0.4740	1.2765	1.1298
No log	1.3483	120	1.2160	0.5094	1.2160	1.1027
No log	1.3708	122	1.0204	0.5001	1.0204	1.0101
No log	1.3933	124	0.9633	0.5530	0.9633	0.9815
No log	1.4157	126	1.0733	0.5386	1.0733	1.0360
No log	1.4382	128	1.2792	0.4974	1.2792	1.1310
No log	1.4607	130	1.3043	0.4717	1.3043	1.1420
No log	1.4831	132	1.1309	0.472	1.1309	1.0634
No log	1.5056	134	1.0441	0.5300	1.0441	1.0218
No log	1.5281	136	0.9503	0.6096	0.9503	0.9749
No log	1.5506	138	0.9573	0.6353	0.9573	0.9784
No log	1.5730	140	1.0270	0.5793	1.0270	1.0134
No log	1.5955	142	1.1678	0.5567	1.1678	1.0807
No log	1.6180	144	1.3972	0.5238	1.3972	1.1820
No log	1.6404	146	1.3771	0.5228	1.3771	1.1735
No log	1.6629	148	1.1125	0.5449	1.1125	1.0547
No log	1.6854	150	0.9199	0.5808	0.9199	0.9591
No log	1.7079	152	0.8533	0.5779	0.8533	0.9238
No log	1.7303	154	0.8660	0.5781	0.8660	0.9306
No log	1.7528	156	0.9847	0.5643	0.9847	0.9923
No log	1.7753	158	1.1486	0.5482	1.1486	1.0718
No log	1.7978	160	1.2431	0.5384	1.2431	1.1150
No log	1.8202	162	1.4496	0.4800	1.4496	1.2040
No log	1.8427	164	1.4062	0.4618	1.4062	1.1858
No log	1.8652	166	1.1449	0.5010	1.1449	1.0700
No log	1.8876	168	0.9548	0.5441	0.9548	0.9771
No log	1.9101	170	0.9532	0.5652	0.9532	0.9763
No log	1.9326	172	1.0285	0.5232	1.0285	1.0141
No log	1.9551	174	1.0837	0.5290	1.0837	1.0410
No log	1.9775	176	1.0919	0.5341	1.0919	1.0449
No log	2.0	178	1.0151	0.5664	1.0151	1.0075
No log	2.0225	180	1.0065	0.5593	1.0065	1.0032
No log	2.0449	182	1.0490	0.5463	1.0490	1.0242
No log	2.0674	184	1.2277	0.4473	1.2277	1.1080
No log	2.0899	186	1.4863	0.3813	1.4863	1.2191
No log	2.1124	188	1.7657	0.3603	1.7657	1.3288
No log	2.1348	190	1.8742	0.3442	1.8742	1.3690
No log	2.1573	192	1.7127	0.3494	1.7127	1.3087
No log	2.1798	194	1.3955	0.4071	1.3955	1.1813
No log	2.2022	196	1.0516	0.5422	1.0516	1.0255
No log	2.2247	198	0.9312	0.5712	0.9312	0.9650
No log	2.2472	200	0.9400	0.5595	0.9400	0.9696
No log	2.2697	202	1.0821	0.5477	1.0821	1.0403
No log	2.2921	204	1.3675	0.5011	1.3675	1.1694
No log	2.3146	206	1.4808	0.4525	1.4808	1.2169
No log	2.3371	208	1.3763	0.4853	1.3763	1.1732
No log	2.3596	210	1.1960	0.5195	1.1960	1.0936
No log	2.3820	212	1.1222	0.5561	1.1222	1.0593
No log	2.4045	214	1.1581	0.5458	1.1581	1.0762
No log	2.4270	216	1.2615	0.5704	1.2615	1.1232
No log	2.4494	218	1.2289	0.5737	1.2289	1.1085
No log	2.4719	220	1.1502	0.5871	1.1502	1.0725
No log	2.4944	222	0.9848	0.5636	0.9848	0.9924
No log	2.5169	224	0.8515	0.6178	0.8515	0.9228
No log	2.5393	226	0.7895	0.6344	0.7895	0.8885
No log	2.5618	228	0.8067	0.6514	0.8067	0.8981
No log	2.5843	230	0.8758	0.6036	0.8758	0.9359
No log	2.6067	232	0.8999	0.6036	0.8999	0.9486
No log	2.6292	234	0.8561	0.6175	0.8561	0.9252
No log	2.6517	236	0.8053	0.6736	0.8053	0.8974
No log	2.6742	238	0.8263	0.6487	0.8263	0.9090
No log	2.6966	240	0.8793	0.6590	0.8793	0.9377
No log	2.7191	242	0.8607	0.6913	0.8607	0.9277
No log	2.7416	244	0.7494	0.6459	0.7494	0.8657
No log	2.7640	246	0.7427	0.6554	0.7427	0.8618
No log	2.7865	248	0.7462	0.6383	0.7462	0.8638
No log	2.8090	250	0.7805	0.6255	0.7805	0.8834
No log	2.8315	252	0.7363	0.6341	0.7363	0.8581
No log	2.8539	254	0.7353	0.6324	0.7353	0.8575
No log	2.8764	256	0.7839	0.6526	0.7839	0.8854
No log	2.8989	258	0.7948	0.6597	0.7948	0.8915
No log	2.9213	260	0.9103	0.6423	0.9103	0.9541
No log	2.9438	262	1.0350	0.6385	1.0350	1.0173
No log	2.9663	264	1.0182	0.6261	1.0182	1.0090
No log	2.9888	266	1.1411	0.6047	1.1411	1.0682
No log	3.0112	268	1.1535	0.6101	1.1535	1.0740
No log	3.0337	270	1.2465	0.5979	1.2465	1.1165
No log	3.0562	272	1.2030	0.5852	1.2030	1.0968
No log	3.0787	274	0.9425	0.6277	0.9425	0.9708
No log	3.1011	276	0.7396	0.6365	0.7396	0.8600
No log	3.1236	278	0.6922	0.6704	0.6922	0.8320
No log	3.1461	280	0.7147	0.6300	0.7147	0.8454
No log	3.1685	282	0.8758	0.6274	0.8758	0.9359
No log	3.1910	284	1.2664	0.5830	1.2664	1.1253
No log	3.2135	286	1.5162	0.5134	1.5162	1.2313
No log	3.2360	288	1.4785	0.4932	1.4785	1.2159
No log	3.2584	290	1.2087	0.5703	1.2087	1.0994
No log	3.2809	292	0.9985	0.6155	0.9985	0.9992
No log	3.3034	294	0.9136	0.6511	0.9136	0.9558
No log	3.3258	296	0.9742	0.6529	0.9742	0.9870
No log	3.3483	298	1.0658	0.6402	1.0658	1.0324
No log	3.3708	300	1.1840	0.6007	1.1840	1.0881
No log	3.3933	302	1.1511	0.5789	1.1511	1.0729
No log	3.4157	304	0.9986	0.6329	0.9986	0.9993
No log	3.4382	306	0.8855	0.6367	0.8855	0.9410
No log	3.4607	308	0.8743	0.6327	0.8743	0.9350
No log	3.4831	310	0.9346	0.6209	0.9346	0.9668
No log	3.5056	312	0.9950	0.6103	0.9950	0.9975
No log	3.5281	314	1.1409	0.5736	1.1409	1.0681
No log	3.5506	316	1.2518	0.5717	1.2518	1.1188
No log	3.5730	318	1.3003	0.5717	1.3003	1.1403
No log	3.5955	320	1.1790	0.5893	1.1790	1.0858
No log	3.6180	322	1.0213	0.6612	1.0213	1.0106
No log	3.6404	324	0.8068	0.6395	0.8068	0.8982
No log	3.6629	326	0.7382	0.6545	0.7382	0.8592
No log	3.6854	328	0.7470	0.6606	0.7470	0.8643
No log	3.7079	330	0.8204	0.6387	0.8204	0.9057
No log	3.7303	332	1.0536	0.6498	1.0536	1.0265
No log	3.7528	334	1.3351	0.5817	1.3351	1.1555
No log	3.7753	336	1.3751	0.5559	1.3751	1.1727
No log	3.7978	338	1.2411	0.5687	1.2411	1.1140
No log	3.8202	340	1.0699	0.6099	1.0699	1.0344
No log	3.8427	342	0.9806	0.6197	0.9806	0.9903
No log	3.8652	344	0.9140	0.6308	0.9140	0.9560
No log	3.8876	346	0.9338	0.6432	0.9338	0.9663
No log	3.9101	348	1.0448	0.5985	1.0448	1.0222
No log	3.9326	350	1.2374	0.5422	1.2374	1.1124
No log	3.9551	352	1.3081	0.5165	1.3081	1.1437
No log	3.9775	354	1.2606	0.5556	1.2606	1.1228
No log	4.0	356	1.0853	0.6003	1.0853	1.0418
No log	4.0225	358	0.9523	0.6405	0.9523	0.9759
No log	4.0449	360	0.9481	0.6405	0.9481	0.9737
No log	4.0674	362	1.0080	0.6312	1.0080	1.0040
No log	4.0899	364	1.1429	0.5580	1.1429	1.0691
No log	4.1124	366	1.2442	0.5258	1.2442	1.1154
No log	4.1348	368	1.2969	0.4809	1.2969	1.1388
No log	4.1573	370	1.3436	0.4761	1.3436	1.1591
No log	4.1798	372	1.2731	0.4853	1.2731	1.1283
No log	4.2022	374	1.2619	0.4896	1.2619	1.1233
No log	4.2247	376	1.1899	0.5294	1.1899	1.0908
No log	4.2472	378	1.0775	0.5893	1.0775	1.0380
No log	4.2697	380	1.0119	0.5988	1.0119	1.0059
No log	4.2921	382	1.0299	0.5908	1.0299	1.0148
No log	4.3146	384	1.1185	0.5599	1.1185	1.0576
No log	4.3371	386	1.2507	0.5022	1.2507	1.1183
No log	4.3596	388	1.2683	0.5129	1.2683	1.1262
No log	4.3820	390	1.1344	0.5981	1.1344	1.0651
No log	4.4045	392	0.9980	0.6277	0.9980	0.9990
No log	4.4270	394	0.9452	0.6280	0.9452	0.9722
No log	4.4494	396	0.9264	0.6326	0.9264	0.9625
No log	4.4719	398	0.9046	0.6392	0.9046	0.9511
No log	4.4944	400	0.9203	0.6469	0.9203	0.9593
No log	4.5169	402	1.0256	0.6447	1.0256	1.0127
No log	4.5393	404	1.1997	0.5897	1.1997	1.0953
No log	4.5618	406	1.2422	0.5809	1.2422	1.1145
No log	4.5843	408	1.2565	0.5663	1.2565	1.1209
No log	4.6067	410	1.1936	0.5759	1.1936	1.0925
No log	4.6292	412	1.2059	0.5618	1.2059	1.0981
No log	4.6517	414	1.1901	0.5638	1.1901	1.0909
No log	4.6742	416	1.1949	0.5638	1.1949	1.0931
No log	4.6966	418	1.1713	0.5517	1.1713	1.0823
No log	4.7191	420	1.1385	0.5635	1.1385	1.0670
No log	4.7416	422	1.1617	0.5520	1.1617	1.0778
No log	4.7640	424	1.1569	0.5783	1.1569	1.0756
No log	4.7865	426	1.1747	0.5638	1.1747	1.0838
No log	4.8090	428	1.0881	0.6028	1.0881	1.0431
No log	4.8315	430	1.0455	0.5724	1.0455	1.0225
No log	4.8539	432	1.0865	0.5962	1.0865	1.0424
No log	4.8764	434	1.1559	0.5604	1.1559	1.0751
No log	4.8989	436	1.2695	0.5189	1.2695	1.1267
No log	4.9213	438	1.3170	0.5103	1.3170	1.1476
No log	4.9438	440	1.2134	0.5618	1.2134	1.1015
No log	4.9663	442	1.0513	0.5932	1.0513	1.0253
No log	4.9888	444	0.9467	0.6270	0.9467	0.9730
No log	5.0112	446	0.9423	0.6270	0.9423	0.9707
No log	5.0337	448	1.0098	0.6041	1.0098	1.0049
No log	5.0562	450	1.0653	0.5839	1.0653	1.0321
No log	5.0787	452	1.0800	0.5666	1.0800	1.0392
No log	5.1011	454	1.1157	0.5736	1.1157	1.0563
No log	5.1236	456	1.1661	0.5579	1.1661	1.0798
No log	5.1461	458	1.1734	0.5455	1.1734	1.0832
No log	5.1685	460	1.1212	0.5793	1.1212	1.0588
No log	5.1910	462	1.0358	0.5865	1.0358	1.0178
No log	5.2135	464	0.9753	0.5930	0.9753	0.9876
No log	5.2360	466	0.9712	0.5903	0.9712	0.9855
No log	5.2584	468	1.0261	0.5841	1.0261	1.0130
No log	5.2809	470	1.1190	0.5635	1.1190	1.0578
No log	5.3034	472	1.2080	0.5281	1.2080	1.0991
No log	5.3258	474	1.2980	0.5345	1.2980	1.1393
No log	5.3483	476	1.3840	0.5103	1.3840	1.1765
No log	5.3708	478	1.3704	0.4999	1.3704	1.1706
No log	5.3933	480	1.2675	0.4940	1.2675	1.1258
No log	5.4157	482	1.1385	0.5430	1.1385	1.0670
No log	5.4382	484	0.9938	0.6111	0.9938	0.9969
No log	5.4607	486	0.8830	0.5836	0.8830	0.9397
No log	5.4831	488	0.8500	0.6073	0.8500	0.9219
No log	5.5056	490	0.8747	0.6157	0.8747	0.9352
No log	5.5281	492	0.9652	0.6187	0.9652	0.9824
No log	5.5506	494	1.1223	0.6086	1.1223	1.0594
No log	5.5730	496	1.2476	0.5663	1.2476	1.1170
No log	5.5955	498	1.2489	0.5547	1.2489	1.1175
0.3319	5.6180	500	1.1866	0.5899	1.1866	1.0893
0.3319	5.6404	502	1.0838	0.5899	1.0838	1.0410
0.3319	5.6629	504	0.9382	0.6117	0.9382	0.9686
0.3319	5.6854	506	0.8587	0.5997	0.8587	0.9267
0.3319	5.7079	508	0.8337	0.6087	0.8337	0.9131
0.3319	5.7303	510	0.8542	0.6081	0.8542	0.9242
0.3319	5.7528	512	0.9245	0.6099	0.9245	0.9615
0.3319	5.7753	514	1.0107	0.6133	1.0107	1.0053
0.3319	5.7978	516	1.0907	0.5940	1.0907	1.0444
0.3319	5.8202	518	1.2176	0.5618	1.2176	1.1034
0.3319	5.8427	520	1.2460	0.5532	1.2460	1.1163
0.3319	5.8652	522	1.2042	0.5532	1.2042	1.0974
0.3319	5.8876	524	1.1172	0.5834	1.1172	1.0570
0.3319	5.9101	526	1.0034	0.6312	1.0034	1.0017
0.3319	5.9326	528	0.9087	0.6332	0.9087	0.9533
0.3319	5.9551	530	0.8699	0.6165	0.8699	0.9327
0.3319	5.9775	532	0.8446	0.6177	0.8446	0.9190
0.3319	6.0	534	0.8549	0.6195	0.8549	0.9246
0.3319	6.0225	536	0.8819	0.6271	0.8819	0.9391
0.3319	6.0449	538	0.9360	0.6230	0.9360	0.9675
0.3319	6.0674	540	0.9759	0.6230	0.9759	0.9879
0.3319	6.0899	542	1.0014	0.6184	1.0014	1.0007
0.3319	6.1124	544	0.9909	0.6230	0.9909	0.9954
0.3319	6.1348	546	0.9355	0.6162	0.9355	0.9672
0.3319	6.1573	548	0.8544	0.6349	0.8544	0.9243
0.3319	6.1798	550	0.8452	0.6397	0.8452	0.9193
0.3319	6.2022	552	0.8743	0.6271	0.8743	0.9350
0.3319	6.2247	554	0.9285	0.6224	0.9285	0.9636
0.3319	6.2472	556	0.9724	0.6358	0.9724	0.9861
0.3319	6.2697	558	0.9811	0.6358	0.9811	0.9905
0.3319	6.2921	560	0.9480	0.6093	0.9480	0.9737
0.3319	6.3146	562	0.9047	0.6224	0.9047	0.9512
0.3319	6.3371	564	0.8870	0.6155	0.8870	0.9418
0.3319	6.3596	566	0.8700	0.6137	0.8700	0.9327
0.3319	6.3820	568	0.9015	0.6224	0.9015	0.9495
0.3319	6.4045	570	0.9256	0.6224	0.9256	0.9621
0.3319	6.4270	572	0.9841	0.6328	0.9841	0.9920
0.3319	6.4494	574	1.0314	0.6328	1.0314	1.0156
0.3319	6.4719	576	1.0507	0.6498	1.0507	1.0250
0.3319	6.4944	578	1.0529	0.6498	1.0529	1.0261
0.3319	6.5169	580	1.0332	0.6498	1.0332	1.0165
0.3319	6.5393	582	1.0185	0.6585	1.0185	1.0092
0.3319	6.5618	584	0.9659	0.6528	0.9659	0.9828
0.3319	6.5843	586	0.9522	0.6428	0.9522	0.9758
0.3319	6.6067	588	0.9797	0.6403	0.9797	0.9898
0.3319	6.6292	590	1.0536	0.6371	1.0536	1.0264
0.3319	6.6517	592	1.1329	0.6212	1.1329	1.0644
0.3319	6.6742	594	1.1323	0.6120	1.1323	1.0641
0.3319	6.6966	596	1.0981	0.6327	1.0981	1.0479
0.3319	6.7191	598	1.0442	0.6371	1.0442	1.0219
0.3319	6.7416	600	0.9669	0.6403	0.9669	0.9833
0.3319	6.7640	602	0.9090	0.6428	0.9090	0.9534
0.3319	6.7865	604	0.9038	0.6408	0.9038	0.9507
0.3319	6.8090	606	0.9286	0.6428	0.9286	0.9636
0.3319	6.8315	608	0.9734	0.6403	0.9734	0.9866
0.3319	6.8539	610	1.0086	0.6387	1.0086	1.0043
0.3319	6.8764	612	1.0398	0.6479	1.0398	1.0197
0.3319	6.8989	614	1.0353	0.6479	1.0353	1.0175
0.3319	6.9213	616	1.0195	0.6479	1.0195	1.0097
0.3319	6.9438	618	0.9913	0.6271	0.9913	0.9956
0.3319	6.9663	620	0.9635	0.6271	0.9635	0.9816
0.3319	6.9888	622	0.9565	0.6172	0.9565	0.9780
0.3319	7.0112	624	0.9791	0.6271	0.9791	0.9895
0.3319	7.0337	626	1.0140	0.6337	1.0140	1.0070
0.3319	7.0562	628	1.0007	0.6271	1.0007	1.0004
0.3319	7.0787	630	1.0133	0.6261	1.0133	1.0066
0.3319	7.1011	632	1.0516	0.6059	1.0516	1.0255
0.3319	7.1236	634	1.0690	0.6059	1.0690	1.0339
0.3319	7.1461	636	1.0835	0.6113	1.0835	1.0409
0.3319	7.1685	638	1.0559	0.5985	1.0559	1.0276
0.3319	7.1910	640	1.0214	0.5985	1.0214	1.0106
0.3319	7.2135	642	0.9758	0.5914	0.9758	0.9878
0.3319	7.2360	644	0.9484	0.6093	0.9484	0.9738
0.3319	7.2584	646	0.9479	0.6093	0.9479	0.9736
0.3319	7.2809	648	0.9621	0.6093	0.9621	0.9808
0.3319	7.3034	650	0.9919	0.6093	0.9919	0.9959
0.3319	7.3258	652	1.0115	0.6292	1.0115	1.0057
0.3319	7.3483	654	1.0575	0.6282	1.0575	1.0283
0.3319	7.3708	656	1.0800	0.6268	1.0800	1.0392
0.3319	7.3933	658	1.0742	0.6268	1.0742	1.0364
0.3319	7.4157	660	1.0424	0.6087	1.0424	1.0210
0.3319	7.4382	662	0.9913	0.6093	0.9913	0.9956
0.3319	7.4607	664	0.9323	0.6093	0.9323	0.9656
0.3319	7.4831	666	0.8948	0.6224	0.8948	0.9459
0.3319	7.5056	668	0.8838	0.6271	0.8838	0.9401
0.3319	7.5281	670	0.9001	0.6093	0.9001	0.9488
0.3319	7.5506	672	0.9090	0.6093	0.9090	0.9534
0.3319	7.5730	674	0.9384	0.6093	0.9384	0.9687
0.3319	7.5955	676	0.9720	0.6093	0.9720	0.9859
0.3319	7.6180	678	1.0112	0.6451	1.0112	1.0056
0.3319	7.6404	680	1.0664	0.6282	1.0664	1.0327
0.3319	7.6629	682	1.0978	0.6365	1.0978	1.0477
0.3319	7.6854	684	1.0696	0.6346	1.0696	1.0342
0.3319	7.7079	686	1.0185	0.6435	1.0185	1.0092
0.3319	7.7303	688	0.9684	0.6451	0.9684	0.9841
0.3319	7.7528	690	0.9100	0.6194	0.9100	0.9540
0.3319	7.7753	692	0.8610	0.6271	0.8610	0.9279
0.3319	7.7978	694	0.8447	0.6271	0.8447	0.9191
0.3319	7.8202	696	0.8469	0.6271	0.8469	0.9203
0.3319	7.8427	698	0.8604	0.6271	0.8604	0.9276
0.3319	7.8652	700	0.8914	0.6093	0.8914	0.9442
0.3319	7.8876	702	0.9348	0.6387	0.9348	0.9669
0.3319	7.9101	704	0.9489	0.6387	0.9489	0.9741
0.3319	7.9326	706	0.9692	0.6387	0.9692	0.9845
0.3319	7.9551	708	0.9908	0.6262	0.9908	0.9954
0.3319	7.9775	710	0.9909	0.6262	0.9909	0.9954
0.3319	8.0	712	1.0052	0.6202	1.0052	1.0026
0.3319	8.0225	714	0.9952	0.6262	0.9952	0.9976
0.3319	8.0449	716	0.9722	0.6065	0.9722	0.9860
0.3319	8.0674	718	0.9436	0.6194	0.9436	0.9714
0.3319	8.0899	720	0.8979	0.6140	0.8979	0.9476
0.3319	8.1124	722	0.8694	0.6271	0.8694	0.9324
0.3319	8.1348	724	0.8740	0.6271	0.8740	0.9349
0.3319	8.1573	726	0.9033	0.6194	0.9033	0.9504
0.3319	8.1798	728	0.9289	0.6194	0.9289	0.9638
0.3319	8.2022	730	0.9708	0.6451	0.9708	0.9853
0.3319	8.2247	732	0.9980	0.6435	0.9980	0.9990
0.3319	8.2472	734	1.0051	0.6435	1.0051	1.0026
0.3319	8.2697	736	0.9980	0.6435	0.9980	0.9990
0.3319	8.2921	738	0.9749	0.6435	0.9749	0.9874
0.3319	8.3146	740	0.9427	0.6451	0.9427	0.9709
0.3319	8.3371	742	0.8941	0.6556	0.8941	0.9456
0.3319	8.3596	744	0.8448	0.6518	0.8448	0.9191
0.3319	8.3820	746	0.8152	0.6562	0.8152	0.9029
0.3319	8.4045	748	0.8014	0.6562	0.8014	0.8952
0.3319	8.4270	750	0.8046	0.6562	0.8046	0.8970
0.3319	8.4494	752	0.8221	0.6562	0.8221	0.9067
0.3319	8.4719	754	0.8559	0.6644	0.8559	0.9252
0.3319	8.4944	756	0.8887	0.6556	0.8887	0.9427
0.3319	8.5169	758	0.9238	0.6451	0.9238	0.9612
0.3319	8.5393	760	0.9415	0.6451	0.9415	0.9703
0.3319	8.5618	762	0.9523	0.6451	0.9523	0.9759
0.3319	8.5843	764	0.9643	0.6451	0.9643	0.9820
0.3319	8.6067	766	0.9568	0.6451	0.9568	0.9782
0.3319	8.6292	768	0.9239	0.6451	0.9239	0.9612
0.3319	8.6517	770	0.8922	0.6464	0.8922	0.9446
0.3319	8.6742	772	0.8687	0.6369	0.8687	0.9321
0.3319	8.6966	774	0.8520	0.6369	0.8520	0.9230
0.3319	8.7191	776	0.8384	0.6415	0.8384	0.9157
0.3319	8.7416	778	0.8220	0.6460	0.8220	0.9066
0.3319	8.7640	780	0.8123	0.6469	0.8123	0.9013
0.3319	8.7865	782	0.8125	0.6469	0.8125	0.9014
0.3319	8.8090	784	0.8146	0.6562	0.8146	0.9025
0.3319	8.8315	786	0.8224	0.6562	0.8224	0.9068
0.3319	8.8539	788	0.8455	0.6689	0.8455	0.9195
0.3319	8.8764	790	0.8717	0.6600	0.8717	0.9336
0.3319	8.8989	792	0.8911	0.6600	0.8911	0.9440
0.3319	8.9213	794	0.9015	0.6619	0.9015	0.9495
0.3319	8.9438	796	0.9075	0.6619	0.9075	0.9526
0.3319	8.9663	798	0.9092	0.6528	0.9092	0.9535
0.3319	8.9888	800	0.9155	0.6435	0.9155	0.9568
0.3319	9.0112	802	0.9300	0.6389	0.9300	0.9644
0.3319	9.0337	804	0.9361	0.6261	0.9361	0.9675
0.3319	9.0562	806	0.9299	0.6261	0.9299	0.9643
0.3319	9.0787	808	0.9211	0.6389	0.9211	0.9597
0.3319	9.1011	810	0.9146	0.6389	0.9146	0.9564
0.3319	9.1236	812	0.9113	0.6389	0.9113	0.9546
0.3319	9.1461	814	0.9002	0.6435	0.9002	0.9488
0.3319	9.1685	816	0.8957	0.6435	0.8957	0.9464
0.3319	9.1910	818	0.8891	0.6369	0.8891	0.9429
0.3319	9.2135	820	0.8906	0.6369	0.8906	0.9437
0.3319	9.2360	822	0.8988	0.6435	0.8988	0.9481
0.3319	9.2584	824	0.9055	0.6435	0.9055	0.9516
0.3319	9.2809	826	0.9204	0.6483	0.9204	0.9594
0.3319	9.3034	828	0.9288	0.6575	0.9288	0.9637
0.3319	9.3258	830	0.9317	0.6575	0.9317	0.9653
0.3319	9.3483	832	0.9336	0.6575	0.9336	0.9662
0.3319	9.3708	834	0.9240	0.6575	0.9240	0.9613
0.3319	9.3933	836	0.9099	0.6483	0.9099	0.9539
0.3319	9.4157	838	0.8917	0.6369	0.8917	0.9443
0.3319	9.4382	840	0.8746	0.6369	0.8746	0.9352
0.3319	9.4607	842	0.8641	0.6369	0.8641	0.9296
0.3319	9.4831	844	0.8628	0.6369	0.8628	0.9289
0.3319	9.5056	846	0.8661	0.6369	0.8661	0.9306
0.3319	9.5281	848	0.8744	0.6369	0.8744	0.9351
0.3319	9.5506	850	0.8801	0.6369	0.8801	0.9382
0.3319	9.5730	852	0.8869	0.6369	0.8869	0.9418
0.3319	9.5955	854	0.8959	0.6323	0.8959	0.9465
0.3319	9.6180	856	0.9027	0.6389	0.9027	0.9501
0.3319	9.6404	858	0.9041	0.6389	0.9041	0.9508
0.3319	9.6629	860	0.9013	0.6389	0.9013	0.9494
0.3319	9.6854	862	0.8990	0.6389	0.8990	0.9481
0.3319	9.7079	864	0.8968	0.6389	0.8968	0.9470
0.3319	9.7303	866	0.8954	0.6435	0.8954	0.9463
0.3319	9.7528	868	0.8937	0.6369	0.8937	0.9454
0.3319	9.7753	870	0.8930	0.6369	0.8930	0.9450
0.3319	9.7978	872	0.8924	0.6369	0.8924	0.9447
0.3319	9.8202	874	0.8910	0.6369	0.8910	0.9439
0.3319	9.8427	876	0.8886	0.6369	0.8886	0.9426
0.3319	9.8652	878	0.8855	0.6369	0.8855	0.9410
0.3319	9.8876	880	0.8831	0.6369	0.8831	0.9397
0.3319	9.9101	882	0.8810	0.6369	0.8810	0.9386
0.3319	9.9326	884	0.8800	0.6369	0.8800	0.9381
0.3319	9.9551	886	0.8800	0.6464	0.8800	0.9381
0.3319	9.9775	888	0.8805	0.6464	0.8805	0.9383
0.3319	10.0	890	0.8809	0.6464	0.8809	0.9385

Framework versions

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