ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_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: 0.9086
• Qwk: 0.6364
• Mse: 0.9086
• Rmse: 0.9532

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	0.0290	2	6.6798	0.0	6.6798	2.5845
No log	0.0580	4	4.2302	0.0457	4.2302	2.0567
No log	0.0870	6	2.8819	0.0380	2.8819	1.6976
No log	0.1159	8	2.2586	0.0863	2.2586	1.5029
No log	0.1449	10	1.9734	0.0531	1.9734	1.4048
No log	0.1739	12	1.8326	0.1143	1.8326	1.3537
No log	0.2029	14	1.8418	0.1132	1.8418	1.3571
No log	0.2319	16	1.8346	0.1154	1.8346	1.3545
No log	0.2609	18	1.8435	0.1165	1.8435	1.3578
No log	0.2899	20	2.0215	0.1333	2.0215	1.4218
No log	0.3188	22	2.3910	-0.0312	2.3910	1.5463
No log	0.3478	24	2.7765	-0.0685	2.7765	1.6663
No log	0.3768	26	2.6470	-0.0414	2.6470	1.6269
No log	0.4058	28	2.4668	-0.0863	2.4668	1.5706
No log	0.4348	30	2.5159	-0.0278	2.5159	1.5862
No log	0.4638	32	2.5432	-0.0278	2.5432	1.5947
No log	0.4928	34	2.2932	0.0746	2.2932	1.5143
No log	0.5217	36	1.9186	0.2295	1.9186	1.3851
No log	0.5507	38	1.5496	0.2523	1.5496	1.2448
No log	0.5797	40	1.5380	0.2243	1.5380	1.2402
No log	0.6087	42	1.6181	0.2243	1.6181	1.2721
No log	0.6377	44	1.6910	0.2679	1.6910	1.3004
No log	0.6667	46	1.7634	0.3621	1.7634	1.3279
No log	0.6957	48	1.9042	0.3053	1.9042	1.3799
No log	0.7246	50	1.9200	0.3088	1.9200	1.3856
No log	0.7536	52	1.7127	0.3810	1.7127	1.3087
No log	0.7826	54	1.5116	0.3729	1.5116	1.2295
No log	0.8116	56	1.4527	0.2857	1.4527	1.2053
No log	0.8406	58	1.5131	0.2182	1.5131	1.2301
No log	0.8696	60	1.5140	0.2523	1.5140	1.2305
No log	0.8986	62	1.4643	0.3186	1.4643	1.2101
No log	0.9275	64	1.5220	0.3186	1.5220	1.2337
No log	0.9565	66	1.5014	0.2545	1.5014	1.2253
No log	0.9855	68	1.5039	0.2202	1.5039	1.2263
No log	1.0145	70	1.5598	0.2018	1.5598	1.2489
No log	1.0435	72	1.4950	0.2523	1.4950	1.2227
No log	1.0725	74	1.3710	0.3243	1.3710	1.1709
No log	1.1014	76	1.5186	0.3273	1.5186	1.2323
No log	1.1304	78	1.6093	0.1538	1.6093	1.2686
No log	1.1594	80	1.5590	0.1538	1.5590	1.2486
No log	1.1884	82	1.4550	0.2545	1.4550	1.2062
No log	1.2174	84	1.3728	0.3333	1.3728	1.1717
No log	1.2464	86	1.5078	0.3817	1.5078	1.2279
No log	1.2754	88	1.6209	0.3824	1.6209	1.2732
No log	1.3043	90	1.3753	0.4885	1.3753	1.1727
No log	1.3333	92	1.1090	0.4959	1.1090	1.0531
No log	1.3623	94	1.1328	0.5	1.1328	1.0643
No log	1.3913	96	1.0992	0.5691	1.0992	1.0484
No log	1.4203	98	1.1124	0.5289	1.1124	1.0547
No log	1.4493	100	1.2227	0.4516	1.2227	1.1058
No log	1.4783	102	1.0176	0.6129	1.0176	1.0088
No log	1.5072	104	0.9528	0.6047	0.9528	0.9761
No log	1.5362	106	1.0016	0.5781	1.0016	1.0008
No log	1.5652	108	1.0295	0.6154	1.0295	1.0146
No log	1.5942	110	1.0417	0.6357	1.0417	1.0206
No log	1.6232	112	1.1610	0.5538	1.1610	1.0775
No log	1.6522	114	1.2892	0.4516	1.2892	1.1354
No log	1.6812	116	1.4306	0.3577	1.4306	1.1961
No log	1.7101	118	1.4170	0.3770	1.4170	1.1904
No log	1.7391	120	1.2413	0.4516	1.2413	1.1141
No log	1.7681	122	1.0978	0.5556	1.0978	1.0478
No log	1.7971	124	1.0390	0.5556	1.0390	1.0193
No log	1.8261	126	1.0532	0.5528	1.0532	1.0263
No log	1.8551	128	1.0919	0.5203	1.0919	1.0450
No log	1.8841	130	1.1976	0.5714	1.1976	1.0943
No log	1.9130	132	1.2878	0.512	1.2878	1.1348
No log	1.9420	134	1.3107	0.5	1.3107	1.1449
No log	1.9710	136	1.3227	0.512	1.3227	1.1501
No log	2.0	138	1.3115	0.5156	1.3115	1.1452
No log	2.0290	140	1.2397	0.4733	1.2397	1.1134
No log	2.0580	142	1.1346	0.5522	1.1346	1.0652
No log	2.0870	144	1.1436	0.5441	1.1436	1.0694
No log	2.1159	146	1.2959	0.4812	1.2959	1.1384
No log	2.1449	148	1.5815	0.4138	1.5815	1.2576
No log	2.1739	150	1.7493	0.3709	1.7493	1.3226
No log	2.2029	152	1.7207	0.3472	1.7207	1.3118
No log	2.2319	154	1.5632	0.3478	1.5632	1.2503
No log	2.2609	156	1.3977	0.4553	1.3977	1.1823
No log	2.2899	158	1.4080	0.2569	1.4080	1.1866
No log	2.3188	160	1.3947	0.3036	1.3947	1.1810
No log	2.3478	162	1.2591	0.3363	1.2591	1.1221
No log	2.3768	164	1.2090	0.4754	1.2090	1.0996
No log	2.4058	166	1.2055	0.5246	1.2055	1.0980
No log	2.4348	168	1.2654	0.5645	1.2654	1.1249
No log	2.4638	170	1.3276	0.5581	1.3276	1.1522
No log	2.4928	172	1.2805	0.5426	1.2805	1.1316
No log	2.5217	174	1.1388	0.5781	1.1388	1.0671
No log	2.5507	176	1.1050	0.5846	1.1050	1.0512
No log	2.5797	178	1.1797	0.5191	1.1797	1.0862
No log	2.6087	180	1.3910	0.4638	1.3910	1.1794
No log	2.6377	182	1.4519	0.4638	1.4519	1.2050
No log	2.6667	184	1.2591	0.5075	1.2591	1.1221
No log	2.6957	186	1.0428	0.5797	1.0428	1.0212
No log	2.7246	188	0.9090	0.6667	0.9090	0.9534
No log	2.7536	190	0.7890	0.6812	0.7890	0.8882
No log	2.7826	192	0.6939	0.7692	0.6939	0.8330
No log	2.8116	194	0.6585	0.7785	0.6585	0.8115
No log	2.8406	196	0.6455	0.7534	0.6455	0.8034
No log	2.8696	198	0.6355	0.7606	0.6355	0.7972
No log	2.8986	200	0.7048	0.6939	0.7048	0.8395
No log	2.9275	202	1.1889	0.6452	1.1889	1.0903
No log	2.9565	204	1.4073	0.5590	1.4073	1.1863
No log	2.9855	206	1.0068	0.6259	1.0068	1.0034
No log	3.0145	208	0.9376	0.6099	0.9376	0.9683
No log	3.0435	210	0.7315	0.7234	0.7315	0.8553
No log	3.0725	212	0.7841	0.6861	0.7841	0.8855
No log	3.1014	214	0.8617	0.6861	0.8617	0.9283
No log	3.1304	216	0.8353	0.6912	0.8353	0.9140
No log	3.1594	218	0.8244	0.6471	0.8244	0.9080
No log	3.1884	220	0.8405	0.6471	0.8405	0.9168
No log	3.2174	222	0.8279	0.7007	0.8279	0.9099
No log	3.2464	224	0.9052	0.6519	0.9052	0.9514
No log	3.2754	226	0.9844	0.6029	0.9844	0.9922
No log	3.3043	228	0.9450	0.6269	0.9450	0.9721
No log	3.3333	230	0.8752	0.6866	0.8752	0.9355
No log	3.3623	232	0.8521	0.6866	0.8521	0.9231
No log	3.3913	234	0.8454	0.6316	0.8454	0.9195
No log	3.4203	236	0.8680	0.6615	0.8680	0.9317
No log	3.4493	238	0.9243	0.6364	0.9243	0.9614
No log	3.4783	240	0.9574	0.6	0.9574	0.9785
No log	3.5072	242	0.9199	0.6269	0.9199	0.9591
No log	3.5362	244	0.8280	0.6615	0.8280	0.9100
No log	3.5652	246	0.8291	0.7206	0.8291	0.9105
No log	3.5942	248	0.8024	0.6963	0.8024	0.8957
No log	3.6232	250	0.7975	0.6963	0.7975	0.8931
No log	3.6522	252	0.8092	0.6866	0.8092	0.8996
No log	3.6812	254	0.8170	0.6866	0.8170	0.9039
No log	3.7101	256	0.8301	0.6718	0.8301	0.9111
No log	3.7391	258	0.8526	0.6765	0.8526	0.9233
No log	3.7681	260	0.9000	0.5865	0.9000	0.9487
No log	3.7971	262	0.8634	0.6512	0.8634	0.9292
No log	3.8261	264	0.8230	0.6457	0.8230	0.9072
No log	3.8551	266	0.8160	0.6457	0.8160	0.9033
No log	3.8841	268	0.8141	0.6357	0.8141	0.9023
No log	3.9130	270	0.9170	0.625	0.9170	0.9576
No log	3.9420	272	1.0341	0.5846	1.0341	1.0169
No log	3.9710	274	1.0462	0.6142	1.0462	1.0228
No log	4.0	276	0.9778	0.6142	0.9778	0.9888
No log	4.0290	278	0.9532	0.6617	0.9532	0.9763
No log	4.0580	280	0.9615	0.6165	0.9615	0.9806
No log	4.0870	282	1.0111	0.6308	1.0111	1.0055
No log	4.1159	284	1.1408	0.5891	1.1408	1.0681
No log	4.1449	286	1.1843	0.5455	1.1843	1.0883
No log	4.1739	288	1.1154	0.5846	1.1154	1.0561
No log	4.2029	290	0.9799	0.6466	0.9799	0.9899
No log	4.2319	292	0.8895	0.6466	0.8895	0.9431
No log	4.2609	294	0.9032	0.5891	0.9032	0.9503
No log	4.2899	296	0.9089	0.6615	0.9089	0.9534
No log	4.3188	298	0.9267	0.6142	0.9267	0.9627
No log	4.3478	300	0.9398	0.5891	0.9398	0.9694
No log	4.3768	302	0.9327	0.5891	0.9327	0.9657
No log	4.4058	304	0.8917	0.5938	0.8917	0.9443
No log	4.4348	306	0.8673	0.6142	0.8673	0.9313
No log	4.4638	308	0.8267	0.6457	0.8267	0.9092
No log	4.4928	310	0.8157	0.6457	0.8157	0.9032
No log	4.5217	312	0.8060	0.6719	0.8060	0.8978
No log	4.5507	314	0.8506	0.6614	0.8506	0.9223
No log	4.5797	316	0.9481	0.5865	0.9481	0.9737
No log	4.6087	318	1.0761	0.5985	1.0761	1.0374
No log	4.6377	320	1.0563	0.5985	1.0563	1.0278
No log	4.6667	322	0.9137	0.6512	0.9137	0.9559
No log	4.6957	324	0.8943	0.6667	0.8943	0.9457
No log	4.7246	326	0.9179	0.6406	0.9179	0.9581
No log	4.7536	328	0.9610	0.5246	0.9610	0.9803
No log	4.7826	330	0.9721	0.5210	0.9721	0.9859
No log	4.8116	332	0.9523	0.6508	0.9523	0.9759
No log	4.8406	334	0.9713	0.6349	0.9713	0.9855
No log	4.8696	336	0.9456	0.6349	0.9456	0.9724
No log	4.8986	338	0.8723	0.5785	0.8723	0.9340
No log	4.9275	340	0.9129	0.6016	0.9129	0.9555
No log	4.9565	342	0.8668	0.6129	0.8668	0.9310
No log	4.9855	344	0.7497	0.6406	0.7497	0.8658
No log	5.0145	346	0.7896	0.6870	0.7896	0.8886
No log	5.0435	348	0.8585	0.6277	0.8585	0.9265
No log	5.0725	350	0.8009	0.6870	0.8009	0.8950
No log	5.1014	352	0.7099	0.7218	0.7099	0.8426
No log	5.1304	354	0.7145	0.6767	0.7145	0.8453
No log	5.1594	356	0.7740	0.6861	0.7740	0.8798
No log	5.1884	358	0.8007	0.6815	0.8007	0.8948
No log	5.2174	360	0.7690	0.6349	0.7690	0.8769
No log	5.2464	362	0.7624	0.7176	0.7624	0.8732
No log	5.2754	364	0.7490	0.7176	0.7490	0.8655
No log	5.3043	366	0.7251	0.6917	0.7251	0.8515
No log	5.3333	368	0.7845	0.7	0.7845	0.8857
No log	5.3623	370	1.0811	0.6056	1.0811	1.0398
No log	5.3913	372	1.0273	0.6294	1.0273	1.0136
No log	5.4203	374	0.7921	0.6857	0.7921	0.8900
No log	5.4493	376	0.7054	0.7482	0.7054	0.8399
No log	5.4783	378	0.7744	0.7077	0.7744	0.8800
No log	5.5072	380	0.8270	0.6822	0.8270	0.9094
No log	5.5362	382	0.8172	0.6667	0.8172	0.9040
No log	5.5652	384	0.7916	0.6667	0.7916	0.8897
No log	5.5942	386	0.7792	0.6719	0.7792	0.8828
No log	5.6232	388	0.7659	0.7206	0.7659	0.8752
No log	5.6522	390	0.7336	0.7206	0.7336	0.8565
No log	5.6812	392	0.7029	0.7445	0.7029	0.8384
No log	5.7101	394	0.7090	0.6767	0.7090	0.8420
No log	5.7391	396	0.7083	0.6970	0.7083	0.8416
No log	5.7681	398	0.7263	0.6917	0.7263	0.8522
No log	5.7971	400	0.7703	0.6923	0.7703	0.8776
No log	5.8261	402	0.8084	0.6562	0.8084	0.8991
No log	5.8551	404	0.7646	0.6769	0.7646	0.8744
No log	5.8841	406	0.7548	0.6667	0.7548	0.8688
No log	5.9130	408	0.7812	0.6667	0.7812	0.8838
No log	5.9420	410	0.8305	0.6718	0.8305	0.9113
No log	5.9710	412	0.8193	0.6667	0.8193	0.9051
No log	6.0	414	0.8006	0.6667	0.8006	0.8948
No log	6.0290	416	0.7610	0.6667	0.7610	0.8723
No log	6.0580	418	0.7192	0.6870	0.7192	0.8480
No log	6.0870	420	0.7466	0.6667	0.7466	0.8641
No log	6.1159	422	0.8163	0.6667	0.8163	0.9035
No log	6.1449	424	0.8091	0.6569	0.8091	0.8995
No log	6.1739	426	0.8115	0.6618	0.8115	0.9008
No log	6.2029	428	0.8436	0.6515	0.8436	0.9185
No log	6.2319	430	0.8248	0.6457	0.8248	0.9082
No log	6.2609	432	0.7831	0.6923	0.7831	0.8849
No log	6.2899	434	0.7921	0.6565	0.7921	0.8900
No log	6.3188	436	0.7646	0.6818	0.7646	0.8744
No log	6.3478	438	0.7750	0.6457	0.7750	0.8803
No log	6.3768	440	0.8040	0.6769	0.8040	0.8967
No log	6.4058	442	0.7398	0.6562	0.7398	0.8601
No log	6.4348	444	0.7143	0.6870	0.7143	0.8451
No log	6.4638	446	0.7128	0.6822	0.7128	0.8443
No log	6.4928	448	0.7144	0.6822	0.7144	0.8453
No log	6.5217	450	0.6869	0.6923	0.6869	0.8288
No log	6.5507	452	0.6729	0.6818	0.6729	0.8203
No log	6.5797	454	0.6524	0.6963	0.6524	0.8077
No log	6.6087	456	0.7257	0.6515	0.7257	0.8519
No log	6.6377	458	0.9178	0.6176	0.9178	0.9580
No log	6.6667	460	0.9996	0.6176	0.9996	0.9998
No log	6.6957	462	0.9571	0.6364	0.9571	0.9783
No log	6.7246	464	0.9038	0.6260	0.9038	0.9507
No log	6.7536	466	0.8140	0.6667	0.8140	0.9022
No log	6.7826	468	0.7652	0.6765	0.7652	0.8747
No log	6.8116	470	0.7464	0.6569	0.7464	0.8639
No log	6.8406	472	0.6699	0.6944	0.6699	0.8185
No log	6.8696	474	0.6364	0.7862	0.6364	0.7977
No log	6.8986	476	0.6505	0.7862	0.6505	0.8065
No log	6.9275	478	0.6566	0.7361	0.6566	0.8103
No log	6.9565	480	0.7712	0.6617	0.7712	0.8782
No log	6.9855	482	0.9373	0.6176	0.9373	0.9682
No log	7.0145	484	1.0423	0.5926	1.0423	1.0209
No log	7.0435	486	0.9669	0.6466	0.9669	0.9833
No log	7.0725	488	0.8949	0.6565	0.8949	0.9460
No log	7.1014	490	0.8332	0.6565	0.8332	0.9128
No log	7.1304	492	0.7977	0.6316	0.7977	0.8932
No log	7.1594	494	0.7556	0.6912	0.7556	0.8693
No log	7.1884	496	0.7712	0.6815	0.7712	0.8782
No log	7.2174	498	0.8876	0.6980	0.8876	0.9421
0.5022	7.2464	500	0.9268	0.6479	0.9268	0.9627
0.5022	7.2754	502	0.8619	0.6364	0.8619	0.9284
0.5022	7.3043	504	0.7927	0.7059	0.7927	0.8903
0.5022	7.3333	506	0.7816	0.7059	0.7816	0.8841
0.5022	7.3623	508	0.7919	0.6769	0.7919	0.8899
0.5022	7.3913	510	0.7964	0.6769	0.7964	0.8924
0.5022	7.4203	512	0.7764	0.6769	0.7764	0.8812
0.5022	7.4493	514	0.7438	0.6822	0.7438	0.8624
0.5022	7.4783	516	0.7201	0.6769	0.7201	0.8486
0.5022	7.5072	518	0.6921	0.7015	0.6921	0.8319
0.5022	7.5362	520	0.7244	0.6963	0.7244	0.8511
0.5022	7.5652	522	0.7764	0.6769	0.7764	0.8811
0.5022	7.5942	524	0.7616	0.6917	0.7616	0.8727
0.5022	7.6232	526	0.7466	0.7015	0.7466	0.8640
0.5022	7.6522	528	0.7505	0.6963	0.7505	0.8663
0.5022	7.6812	530	0.7911	0.6963	0.7911	0.8894
0.5022	7.7101	532	0.8515	0.6466	0.8515	0.9228
0.5022	7.7391	534	0.7894	0.6767	0.7894	0.8885
0.5022	7.7681	536	0.7466	0.6912	0.7466	0.8640
0.5022	7.7971	538	0.7605	0.6767	0.7605	0.8721
0.5022	7.8261	540	0.8004	0.6767	0.8004	0.8946
0.5022	7.8551	542	0.7507	0.7050	0.7507	0.8664
0.5022	7.8841	544	0.6904	0.7246	0.6904	0.8309
0.5022	7.9130	546	0.6531	0.7482	0.6531	0.8082
0.5022	7.9420	548	0.6201	0.7692	0.6201	0.7875
0.5022	7.9710	550	0.6135	0.7724	0.6135	0.7833
0.5022	8.0	552	0.5983	0.7724	0.5983	0.7735
0.5022	8.0290	554	0.6174	0.7724	0.6174	0.7858
0.5022	8.0580	556	0.6262	0.7639	0.6262	0.7913
0.5022	8.0870	558	0.6167	0.7671	0.6167	0.7853
0.5022	8.1159	560	0.6547	0.7703	0.6547	0.8091
0.5022	8.1449	562	0.6876	0.7703	0.6876	0.8292
0.5022	8.1739	564	0.6395	0.7703	0.6395	0.7997
0.5022	8.2029	566	0.6019	0.7919	0.6019	0.7758
0.5022	8.2319	568	0.5906	0.7703	0.5906	0.7685
0.5022	8.2609	570	0.5999	0.7703	0.5999	0.7745
0.5022	8.2899	572	0.6262	0.7703	0.6262	0.7913
0.5022	8.3188	574	0.6504	0.7692	0.6504	0.8065
0.5022	8.3478	576	0.6474	0.7692	0.6474	0.8046
0.5022	8.3768	578	0.6145	0.7692	0.6145	0.7839
0.5022	8.4058	580	0.6113	0.7391	0.6113	0.7819
0.5022	8.4348	582	0.6069	0.7391	0.6069	0.7790
0.5022	8.4638	584	0.6058	0.7482	0.6058	0.7783
0.5022	8.4928	586	0.5970	0.7429	0.5970	0.7727
0.5022	8.5217	588	0.5926	0.7671	0.5926	0.7698
0.5022	8.5507	590	0.5969	0.7552	0.5969	0.7726
0.5022	8.5797	592	0.6012	0.7671	0.6012	0.7754
0.5022	8.6087	594	0.6192	0.7724	0.6192	0.7869
0.5022	8.6377	596	0.6753	0.7448	0.6753	0.8218
0.5022	8.6667	598	0.7240	0.7114	0.7240	0.8509
0.5022	8.6957	600	0.6749	0.7432	0.6749	0.8215
0.5022	8.7246	602	0.6794	0.7194	0.6794	0.8243
0.5022	8.7536	604	0.7310	0.7194	0.7310	0.8550
0.5022	8.7826	606	0.7671	0.6716	0.7671	0.8758
0.5022	8.8116	608	0.8000	0.6716	0.8000	0.8944
0.5022	8.8406	610	0.7653	0.6812	0.7653	0.8748
0.5022	8.8696	612	0.7493	0.7	0.7493	0.8656
0.5022	8.8986	614	0.7214	0.7234	0.7214	0.8493
0.5022	8.9275	616	0.6901	0.7448	0.6901	0.8307
0.5022	8.9565	618	0.7320	0.7234	0.7320	0.8556
0.5022	8.9855	620	0.8117	0.6815	0.8117	0.9009
0.5022	9.0145	622	0.8774	0.6618	0.8774	0.9367
0.5022	9.0435	624	0.9271	0.6212	0.9271	0.9629
0.5022	9.0725	626	0.8938	0.6466	0.8938	0.9454
0.5022	9.1014	628	0.7903	0.6912	0.7903	0.8890
0.5022	9.1304	630	0.7134	0.7153	0.7134	0.8446
0.5022	9.1594	632	0.6514	0.7465	0.6514	0.8071
0.5022	9.1884	634	0.6318	0.7361	0.6318	0.7948
0.5022	9.2174	636	0.6368	0.7413	0.6368	0.7980
0.5022	9.2464	638	0.6846	0.7376	0.6846	0.8274
0.5022	9.2754	640	0.7431	0.6812	0.7431	0.8620
0.5022	9.3043	642	0.7762	0.6715	0.7762	0.8810
0.5022	9.3333	644	0.7675	0.6857	0.7675	0.8761
0.5022	9.3623	646	0.7293	0.7376	0.7293	0.8540
0.5022	9.3913	648	0.7263	0.7397	0.7263	0.8522
0.5022	9.4203	650	0.7200	0.7297	0.7200	0.8485
0.5022	9.4493	652	0.7196	0.7172	0.7196	0.8483
0.5022	9.4783	654	0.7222	0.7376	0.7222	0.8498
0.5022	9.5072	656	0.7506	0.6906	0.7506	0.8663
0.5022	9.5362	658	0.7606	0.6765	0.7606	0.8721
0.5022	9.5652	660	0.7533	0.7206	0.7533	0.8679
0.5022	9.5942	662	0.7462	0.7299	0.7462	0.8638
0.5022	9.6232	664	0.7374	0.7299	0.7374	0.8587
0.5022	9.6522	666	0.7154	0.7206	0.7154	0.8458
0.5022	9.6812	668	0.7145	0.7259	0.7145	0.8453
0.5022	9.7101	670	0.7108	0.7391	0.7108	0.8431
0.5022	9.7391	672	0.7017	0.7465	0.7017	0.8377
0.5022	9.7681	674	0.6893	0.7222	0.6893	0.8303
0.5022	9.7971	676	0.7267	0.6944	0.7267	0.8525
0.5022	9.8261	678	0.7187	0.7222	0.7187	0.8478
0.5022	9.8551	680	0.7376	0.7234	0.7376	0.8589
0.5022	9.8841	682	0.8215	0.6667	0.8215	0.9064
0.5022	9.9130	684	0.9073	0.6364	0.9073	0.9525
0.5022	9.9420	686	0.9035	0.6308	0.9035	0.9505
0.5022	9.9710	688	0.8577	0.6565	0.8577	0.9261
0.5022	10.0	690	0.8272	0.6615	0.8272	0.9095
0.5022	10.0290	692	0.7842	0.7015	0.7842	0.8856
0.5022	10.0580	694	0.7664	0.7101	0.7664	0.8755
0.5022	10.0870	696	0.8290	0.6806	0.8290	0.9105
0.5022	10.1159	698	0.8915	0.6069	0.8915	0.9442
0.5022	10.1449	700	0.8607	0.6423	0.8607	0.9277
0.5022	10.1739	702	0.8235	0.6618	0.8235	0.9075
0.5022	10.2029	704	0.7904	0.7164	0.7904	0.8890
0.5022	10.2319	706	0.7732	0.7111	0.7732	0.8793
0.5022	10.2609	708	0.7712	0.7164	0.7712	0.8782
0.5022	10.2899	710	0.8034	0.6765	0.8034	0.8963
0.5022	10.3188	712	0.8112	0.6519	0.8112	0.9007
0.5022	10.3478	714	0.7544	0.7206	0.7544	0.8686
0.5022	10.3768	716	0.6879	0.7164	0.6879	0.8294
0.5022	10.4058	718	0.6756	0.7164	0.6756	0.8219
0.5022	10.4348	720	0.6774	0.7259	0.6774	0.8230
0.5022	10.4638	722	0.7053	0.7015	0.7053	0.8398
0.5022	10.4928	724	0.7523	0.6767	0.7523	0.8674
0.5022	10.5217	726	0.7124	0.7164	0.7124	0.8440
0.5022	10.5507	728	0.8092	0.6519	0.8092	0.8995
0.5022	10.5797	730	0.9781	0.5942	0.9781	0.9890
0.5022	10.6087	732	0.9619	0.6131	0.9619	0.9807
0.5022	10.6377	734	0.8884	0.6176	0.8884	0.9425
0.5022	10.6667	736	0.8105	0.7059	0.8105	0.9003
0.5022	10.6957	738	0.8003	0.7007	0.8003	0.8946
0.5022	10.7246	740	0.8101	0.7007	0.8101	0.9001
0.5022	10.7536	742	0.8467	0.7059	0.8467	0.9202
0.5022	10.7826	744	0.8908	0.6515	0.8908	0.9438
0.5022	10.8116	746	0.9667	0.6074	0.9667	0.9832
0.5022	10.8406	748	1.0210	0.5441	1.0210	1.0104
0.5022	10.8696	750	0.9845	0.6357	0.9845	0.9922
0.5022	10.8986	752	0.9285	0.625	0.9285	0.9636
0.5022	10.9275	754	0.8958	0.6866	0.8958	0.9465
0.5022	10.9565	756	0.8501	0.6866	0.8501	0.9220
0.5022	10.9855	758	0.8190	0.6866	0.8190	0.9050
0.5022	11.0145	760	0.7937	0.6815	0.7937	0.8909
0.5022	11.0435	762	0.8687	0.6260	0.8687	0.9321
0.5022	11.0725	764	0.9042	0.6165	0.9042	0.9509
0.5022	11.1014	766	0.8483	0.6260	0.8483	0.9210
0.5022	11.1304	768	0.7633	0.6912	0.7633	0.8736
0.5022	11.1594	770	0.7193	0.6917	0.7193	0.8481
0.5022	11.1884	772	0.7250	0.6917	0.7250	0.8515
0.5022	11.2174	774	0.7522	0.6917	0.7522	0.8673
0.5022	11.2464	776	0.7481	0.6917	0.7481	0.8649
0.5022	11.2754	778	0.7265	0.6866	0.7265	0.8524
0.5022	11.3043	780	0.6979	0.6917	0.6979	0.8354
0.5022	11.3333	782	0.6760	0.7111	0.6760	0.8222
0.5022	11.3623	784	0.6721	0.7164	0.6721	0.8198
0.5022	11.3913	786	0.6839	0.7164	0.6839	0.8270
0.5022	11.4203	788	0.6911	0.7353	0.6911	0.8313
0.5022	11.4493	790	0.7032	0.7259	0.7032	0.8386
0.5022	11.4783	792	0.7331	0.6822	0.7331	0.8562
0.5022	11.5072	794	0.7668	0.6769	0.7668	0.8757
0.5022	11.5362	796	0.7793	0.6769	0.7793	0.8828
0.5022	11.5652	798	0.7673	0.6866	0.7673	0.8759
0.5022	11.5942	800	0.7924	0.6866	0.7924	0.8902
0.5022	11.6232	802	0.8098	0.6617	0.8098	0.8999
0.5022	11.6522	804	0.8025	0.6866	0.8025	0.8958
0.5022	11.6812	806	0.8176	0.6866	0.8176	0.9042
0.5022	11.7101	808	0.8367	0.6917	0.8367	0.9147
0.5022	11.7391	810	0.8575	0.6917	0.8575	0.9260
0.5022	11.7681	812	0.8361	0.6769	0.8361	0.9144
0.5022	11.7971	814	0.8063	0.6512	0.8063	0.8979
0.5022	11.8261	816	0.7747	0.6667	0.7747	0.8802
0.5022	11.8551	818	0.7746	0.6617	0.7746	0.8801
0.5022	11.8841	820	0.8143	0.6906	0.8143	0.9024
0.5022	11.9130	822	0.7993	0.6906	0.7993	0.8940
0.5022	11.9420	824	0.7189	0.7101	0.7189	0.8479
0.5022	11.9710	826	0.6825	0.7153	0.6825	0.8261
0.5022	12.0	828	0.6724	0.7391	0.6724	0.8200
0.5022	12.0290	830	0.6967	0.7153	0.6967	0.8347
0.5022	12.0580	832	0.7240	0.7153	0.7240	0.8509
0.5022	12.0870	834	0.7521	0.7101	0.7521	0.8673
0.5022	12.1159	836	0.7766	0.7194	0.7766	0.8813
0.5022	12.1449	838	0.7913	0.7101	0.7913	0.8896
0.5022	12.1739	840	0.7537	0.7391	0.7537	0.8682
0.5022	12.2029	842	0.6887	0.7518	0.6887	0.8299
0.5022	12.2319	844	0.6336	0.75	0.6336	0.7960
0.5022	12.2609	846	0.6007	0.7448	0.6007	0.7751
0.5022	12.2899	848	0.6077	0.7682	0.6077	0.7795
0.5022	12.3188	850	0.6363	0.7552	0.6363	0.7977
0.5022	12.3478	852	0.6518	0.7429	0.6518	0.8073
0.5022	12.3768	854	0.7004	0.7429	0.7004	0.8369
0.5022	12.4058	856	0.7511	0.7059	0.7511	0.8667
0.5022	12.4348	858	0.8476	0.6364	0.8476	0.9207
0.5022	12.4638	860	0.9287	0.6212	0.9287	0.9637
0.5022	12.4928	862	0.9287	0.6370	0.9287	0.9637
0.5022	12.5217	864	0.8690	0.6370	0.8690	0.9322
0.5022	12.5507	866	0.7875	0.6866	0.7875	0.8874
0.5022	12.5797	868	0.7577	0.6963	0.7577	0.8705
0.5022	12.6087	870	0.7626	0.6963	0.7626	0.8733
0.5022	12.6377	872	0.7669	0.7015	0.7669	0.8757
0.5022	12.6667	874	0.7694	0.7068	0.7694	0.8771
0.5022	12.6957	876	0.8011	0.6923	0.8011	0.8951
0.5022	12.7246	878	0.8457	0.6512	0.8457	0.9196
0.5022	12.7536	880	0.8676	0.6202	0.8676	0.9315
0.5022	12.7826	882	0.8467	0.6565	0.8467	0.9202
0.5022	12.8116	884	0.7934	0.6565	0.7934	0.8907
0.5022	12.8406	886	0.7065	0.6870	0.7065	0.8405
0.5022	12.8696	888	0.6486	0.7059	0.6486	0.8054
0.5022	12.8986	890	0.6329	0.7246	0.6329	0.7955
0.5022	12.9275	892	0.6368	0.6963	0.6368	0.7980
0.5022	12.9565	894	0.7094	0.6818	0.7094	0.8423
0.5022	12.9855	896	0.8174	0.6528	0.8174	0.9041
0.5022	13.0145	898	0.8920	0.6486	0.8920	0.9444
0.5022	13.0435	900	0.8245	0.6575	0.8245	0.9080
0.5022	13.0725	902	0.7212	0.6818	0.7212	0.8492
0.5022	13.1014	904	0.6696	0.7153	0.6696	0.8183
0.5022	13.1304	906	0.6669	0.7413	0.6669	0.8166
0.5022	13.1594	908	0.6568	0.7413	0.6568	0.8104
0.5022	13.1884	910	0.6334	0.7183	0.6334	0.7959
0.5022	13.2174	912	0.6879	0.7194	0.6879	0.8294
0.5022	13.2464	914	0.7886	0.6617	0.7886	0.8880
0.5022	13.2754	916	0.8426	0.6620	0.8426	0.9179
0.5022	13.3043	918	0.8707	0.6617	0.8707	0.9331
0.5022	13.3333	920	0.8197	0.6617	0.8197	0.9054
0.5022	13.3623	922	0.7366	0.6818	0.7366	0.8582
0.5022	13.3913	924	0.6953	0.7101	0.6953	0.8339
0.5022	13.4203	926	0.6825	0.6870	0.6825	0.8261
0.5022	13.4493	928	0.6869	0.6870	0.6869	0.8288
0.5022	13.4783	930	0.6975	0.6809	0.6975	0.8352
0.5022	13.5072	932	0.6947	0.72	0.6947	0.8335
0.5022	13.5362	934	0.6988	0.7114	0.6988	0.8360
0.5022	13.5652	936	0.6932	0.7237	0.6932	0.8326
0.5022	13.5942	938	0.7086	0.7143	0.7086	0.8418
0.5022	13.6232	940	0.7346	0.7143	0.7346	0.8571
0.5022	13.6522	942	0.7988	0.6906	0.7988	0.8937
0.5022	13.6812	944	0.8955	0.6364	0.8955	0.9463
0.5022	13.7101	946	0.9655	0.6202	0.9655	0.9826
0.5022	13.7391	948	1.0026	0.6	1.0026	1.0013
0.5022	13.7681	950	0.9833	0.6	0.9833	0.9916
0.5022	13.7971	952	0.9086	0.6364	0.9086	0.9532

Framework versions

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