ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k20_task2_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: 0.8754
• Qwk: 0.4698
• Mse: 0.8754
• Rmse: 0.9356

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	0.0179	2	3.8022	0.0051	3.8022	1.9499
No log	0.0357	4	2.2591	0.0699	2.2591	1.5030
No log	0.0536	6	0.9922	0.0731	0.9922	0.9961
No log	0.0714	8	0.7723	0.0775	0.7723	0.8788
No log	0.0893	10	0.7445	0.1869	0.7445	0.8629
No log	0.1071	12	0.7755	0.1960	0.7755	0.8806
No log	0.125	14	0.7714	0.1960	0.7714	0.8783
No log	0.1429	16	0.6485	0.2061	0.6485	0.8053
No log	0.1607	18	0.6549	0.2132	0.6549	0.8092
No log	0.1786	20	0.8598	0.2504	0.8598	0.9272
No log	0.1964	22	0.8066	0.2677	0.8066	0.8981
No log	0.2143	24	0.7585	0.3241	0.7585	0.8709
No log	0.2321	26	0.7086	0.4371	0.7086	0.8418
No log	0.25	28	0.7116	0.4690	0.7116	0.8436
No log	0.2679	30	0.6515	0.4284	0.6515	0.8071
No log	0.2857	32	0.6956	0.4633	0.6956	0.8340
No log	0.3036	34	0.6574	0.4941	0.6574	0.8108
No log	0.3214	36	0.7529	0.3784	0.7529	0.8677
No log	0.3393	38	0.9939	0.3458	0.9939	0.9970
No log	0.3571	40	0.9621	0.3635	0.9621	0.9808
No log	0.375	42	0.9535	0.3594	0.9535	0.9765
No log	0.3929	44	0.8665	0.3857	0.8665	0.9309
No log	0.4107	46	0.8683	0.4043	0.8683	0.9318
No log	0.4286	48	0.7841	0.4517	0.7841	0.8855
No log	0.4464	50	0.6124	0.5144	0.6124	0.7826
No log	0.4643	52	0.6307	0.5746	0.6307	0.7942
No log	0.4821	54	0.6972	0.5058	0.6972	0.8350
No log	0.5	56	0.6417	0.5457	0.6417	0.8011
No log	0.5179	58	1.1401	0.2824	1.1401	1.0677
No log	0.5357	60	1.4398	0.1888	1.4398	1.1999
No log	0.5536	62	1.0443	0.3808	1.0443	1.0219
No log	0.5714	64	0.6459	0.5631	0.6459	0.8037
No log	0.5893	66	0.8898	0.4014	0.8898	0.9433
No log	0.6071	68	0.9887	0.4164	0.9887	0.9943
No log	0.625	70	0.7891	0.4824	0.7891	0.8883
No log	0.6429	72	0.6104	0.5309	0.6104	0.7813
No log	0.6607	74	0.6741	0.4600	0.6741	0.8210
No log	0.6786	76	0.6445	0.4589	0.6445	0.8028
No log	0.6964	78	0.6011	0.5421	0.6011	0.7753
No log	0.7143	80	0.9783	0.4098	0.9783	0.9891
No log	0.7321	82	1.2223	0.4198	1.2223	1.1056
No log	0.75	84	1.1203	0.4054	1.1203	1.0584
No log	0.7679	86	0.8079	0.4459	0.8079	0.8988
No log	0.7857	88	0.6600	0.5423	0.6600	0.8124
No log	0.8036	90	0.6559	0.5518	0.6559	0.8098
No log	0.8214	92	0.7055	0.5164	0.7055	0.8399
No log	0.8393	94	0.8863	0.4370	0.8863	0.9414
No log	0.8571	96	1.2867	0.3909	1.2867	1.1343
No log	0.875	98	1.2274	0.3770	1.2274	1.1079
No log	0.8929	100	1.0063	0.4036	1.0063	1.0032
No log	0.9107	102	0.7844	0.4506	0.7844	0.8857
No log	0.9286	104	0.6796	0.5803	0.6796	0.8244
No log	0.9464	106	0.6585	0.6098	0.6585	0.8115
No log	0.9643	108	0.7221	0.5851	0.7221	0.8497
No log	0.9821	110	0.8620	0.5533	0.8620	0.9284
No log	1.0	112	1.2967	0.4313	1.2967	1.1387
No log	1.0179	114	1.4937	0.4195	1.4937	1.2222
No log	1.0357	116	1.2015	0.4423	1.2015	1.0961
No log	1.0536	118	0.8560	0.5323	0.8560	0.9252
No log	1.0714	120	0.9040	0.4907	0.9040	0.9508
No log	1.0893	122	0.9587	0.5033	0.9587	0.9792
No log	1.1071	124	0.8425	0.5013	0.8425	0.9179
No log	1.125	126	0.7995	0.4976	0.7995	0.8942
No log	1.1429	128	0.8663	0.5147	0.8663	0.9308
No log	1.1607	130	0.9215	0.5090	0.9215	0.9599
No log	1.1786	132	0.8541	0.5395	0.8541	0.9242
No log	1.1964	134	0.8024	0.5623	0.8024	0.8958
No log	1.2143	136	0.8372	0.5754	0.8372	0.9150
No log	1.2321	138	0.9003	0.5105	0.9003	0.9488
No log	1.25	140	0.9311	0.5091	0.9311	0.9649
No log	1.2679	142	0.8844	0.5122	0.8844	0.9404
No log	1.2857	144	0.9324	0.5071	0.9324	0.9656
No log	1.3036	146	0.9615	0.5031	0.9615	0.9806
No log	1.3214	148	0.8772	0.5278	0.8772	0.9366
No log	1.3393	150	0.8183	0.5730	0.8183	0.9046
No log	1.3571	152	0.8737	0.5349	0.8737	0.9347
No log	1.375	154	0.9370	0.5187	0.9370	0.9680
No log	1.3929	156	0.9941	0.5132	0.9941	0.9970
No log	1.4107	158	0.9782	0.5227	0.9782	0.9891
No log	1.4286	160	0.9582	0.5142	0.9582	0.9789
No log	1.4464	162	0.9184	0.5228	0.9184	0.9583
No log	1.4643	164	0.9104	0.4722	0.9104	0.9541
No log	1.4821	166	0.9625	0.4532	0.9625	0.9811
No log	1.5	168	1.0225	0.4073	1.0225	1.0112
No log	1.5179	170	0.9848	0.4820	0.9848	0.9924
No log	1.5357	172	1.0159	0.4722	1.0159	1.0079
No log	1.5536	174	1.1102	0.4575	1.1102	1.0537
No log	1.5714	176	1.2002	0.4689	1.2002	1.0955
No log	1.5893	178	1.2556	0.4454	1.2556	1.1205
No log	1.6071	180	1.2162	0.4497	1.2162	1.1028
No log	1.625	182	1.1535	0.4601	1.1535	1.0740
No log	1.6429	184	1.1270	0.4388	1.1270	1.0616
No log	1.6607	186	1.1328	0.4196	1.1328	1.0643
No log	1.6786	188	1.2271	0.3857	1.2271	1.1078
No log	1.6964	190	1.4033	0.3383	1.4033	1.1846
No log	1.7143	192	1.2105	0.3179	1.2105	1.1002
No log	1.7321	194	0.9488	0.4318	0.9488	0.9741
No log	1.75	196	0.8609	0.3920	0.8609	0.9278
No log	1.7679	198	0.9654	0.4338	0.9654	0.9826
No log	1.7857	200	1.1797	0.4634	1.1797	1.0862
No log	1.8036	202	1.2192	0.4592	1.2192	1.1042
No log	1.8214	204	1.2750	0.4634	1.2750	1.1292
No log	1.8393	206	1.1268	0.4762	1.1268	1.0615
No log	1.8571	208	1.0642	0.4869	1.0642	1.0316
No log	1.875	210	0.9921	0.4794	0.9921	0.9960
No log	1.8929	212	0.9507	0.4753	0.9507	0.9750
No log	1.9107	214	0.9609	0.4539	0.9609	0.9802
No log	1.9286	216	1.0753	0.4126	1.0753	1.0370
No log	1.9464	218	1.1975	0.4410	1.1975	1.0943
No log	1.9643	220	1.1144	0.4358	1.1144	1.0556
No log	1.9821	222	0.9056	0.4666	0.9056	0.9517
No log	2.0	224	0.8682	0.4723	0.8682	0.9318
No log	2.0179	226	0.8691	0.5005	0.8691	0.9322
No log	2.0357	228	0.9187	0.5007	0.9187	0.9585
No log	2.0536	230	0.9928	0.5004	0.9928	0.9964
No log	2.0714	232	1.1182	0.4799	1.1182	1.0574
No log	2.0893	234	1.2282	0.4911	1.2282	1.1082
No log	2.1071	236	1.1612	0.4850	1.1612	1.0776
No log	2.125	238	1.0994	0.4885	1.0994	1.0485
No log	2.1429	240	1.0333	0.4848	1.0333	1.0165
No log	2.1607	242	0.9934	0.4878	0.9934	0.9967
No log	2.1786	244	0.9518	0.5032	0.9518	0.9756
No log	2.1964	246	0.9648	0.4963	0.9648	0.9822
No log	2.2143	248	0.9274	0.5083	0.9274	0.9630
No log	2.2321	250	0.9247	0.4971	0.9247	0.9616
No log	2.25	252	0.9236	0.4780	0.9236	0.9610
No log	2.2679	254	0.9168	0.4669	0.9168	0.9575
No log	2.2857	256	0.9744	0.4628	0.9744	0.9871
No log	2.3036	258	1.1870	0.4749	1.1870	1.0895
No log	2.3214	260	1.2204	0.4753	1.2204	1.1047
No log	2.3393	262	1.1005	0.4622	1.1005	1.0490
No log	2.3571	264	0.9418	0.4722	0.9418	0.9705
No log	2.375	266	0.8881	0.4763	0.8881	0.9424
No log	2.3929	268	0.8611	0.5041	0.8611	0.9280
No log	2.4107	270	0.8626	0.4981	0.8626	0.9287
No log	2.4286	272	0.9667	0.4782	0.9667	0.9832
No log	2.4464	274	1.1186	0.4488	1.1186	1.0577
No log	2.4643	276	1.2284	0.4541	1.2284	1.1083
No log	2.4821	278	1.1395	0.4579	1.1395	1.0675
No log	2.5	280	1.0275	0.4584	1.0275	1.0136
No log	2.5179	282	0.9992	0.4869	0.9992	0.9996
No log	2.5357	284	0.9471	0.4942	0.9471	0.9732
No log	2.5536	286	0.9765	0.4740	0.9765	0.9882
No log	2.5714	288	1.0448	0.4470	1.0448	1.0221
No log	2.5893	290	1.1195	0.4700	1.1195	1.0581
No log	2.6071	292	1.0687	0.4702	1.0687	1.0338
No log	2.625	294	0.9483	0.4864	0.9483	0.9738
No log	2.6429	296	0.8993	0.5059	0.8993	0.9483
No log	2.6607	298	0.9198	0.4972	0.9198	0.9591
No log	2.6786	300	0.9629	0.4827	0.9629	0.9813
No log	2.6964	302	1.0944	0.4535	1.0944	1.0461
No log	2.7143	304	1.1989	0.4403	1.1989	1.0949
No log	2.7321	306	1.1152	0.4634	1.1152	1.0560
No log	2.75	308	1.0131	0.4640	1.0131	1.0065
No log	2.7679	310	0.9198	0.4918	0.9198	0.9591
No log	2.7857	312	0.8860	0.5074	0.8860	0.9413
No log	2.8036	314	0.9180	0.4978	0.9180	0.9581
No log	2.8214	316	1.0037	0.4883	1.0037	1.0019
No log	2.8393	318	1.1362	0.4808	1.1362	1.0659
No log	2.8571	320	1.2906	0.4910	1.2906	1.1360
No log	2.875	322	1.2392	0.4967	1.2392	1.1132
No log	2.8929	324	1.0752	0.4699	1.0752	1.0369
No log	2.9107	326	0.9785	0.4629	0.9785	0.9892
No log	2.9286	328	0.8682	0.5008	0.8682	0.9318
No log	2.9464	330	0.8238	0.5176	0.8238	0.9076
No log	2.9643	332	0.8180	0.5003	0.8180	0.9044
No log	2.9821	334	0.8070	0.5203	0.8070	0.8983
No log	3.0	336	0.8062	0.5124	0.8062	0.8979
No log	3.0179	338	0.8554	0.4861	0.8554	0.9249
No log	3.0357	340	0.8371	0.4759	0.8371	0.9149
No log	3.0536	342	0.8048	0.5026	0.8048	0.8971
No log	3.0714	344	0.8273	0.4807	0.8273	0.9096
No log	3.0893	346	0.8566	0.5149	0.8566	0.9255
No log	3.1071	348	0.8286	0.5264	0.8286	0.9103
No log	3.125	350	0.7721	0.5342	0.7721	0.8787
No log	3.1429	352	0.7314	0.5221	0.7314	0.8552
No log	3.1607	354	0.7143	0.5206	0.7143	0.8452
No log	3.1786	356	0.7239	0.5161	0.7239	0.8508
No log	3.1964	358	0.7882	0.5326	0.7882	0.8878
No log	3.2143	360	0.8902	0.4783	0.8902	0.9435
No log	3.2321	362	0.9405	0.4882	0.9405	0.9698
No log	3.25	364	0.9610	0.5165	0.9610	0.9803
No log	3.2679	366	0.9138	0.5119	0.9138	0.9559
No log	3.2857	368	0.9281	0.5075	0.9281	0.9634
No log	3.3036	370	0.8759	0.4891	0.8759	0.9359
No log	3.3214	372	0.8597	0.4967	0.8597	0.9272
No log	3.3393	374	0.8269	0.5097	0.8269	0.9094
No log	3.3571	376	0.7537	0.5395	0.7537	0.8682
No log	3.375	378	0.7048	0.5417	0.7048	0.8396
No log	3.3929	380	0.7252	0.5320	0.7252	0.8516
No log	3.4107	382	0.8095	0.4988	0.8095	0.8997
No log	3.4286	384	0.8242	0.4762	0.8242	0.9079
No log	3.4464	386	0.7433	0.5260	0.7433	0.8621
No log	3.4643	388	0.7224	0.5364	0.7224	0.8499
No log	3.4821	390	0.7448	0.5390	0.7448	0.8630
No log	3.5	392	0.7954	0.5463	0.7954	0.8918
No log	3.5179	394	0.8079	0.5343	0.8079	0.8989
No log	3.5357	396	0.8405	0.5222	0.8405	0.9168
No log	3.5536	398	0.8672	0.4855	0.8672	0.9313
No log	3.5714	400	0.8850	0.4709	0.8850	0.9407
No log	3.5893	402	0.8748	0.4741	0.8748	0.9353
No log	3.6071	404	0.8891	0.4763	0.8891	0.9429
No log	3.625	406	0.8913	0.4595	0.8913	0.9441
No log	3.6429	408	0.8522	0.4797	0.8522	0.9232
No log	3.6607	410	0.8421	0.4958	0.8421	0.9177
No log	3.6786	412	0.8028	0.5135	0.8028	0.8960
No log	3.6964	414	0.7928	0.5254	0.7928	0.8904
No log	3.7143	416	0.8029	0.5451	0.8029	0.8960
No log	3.7321	418	0.8276	0.5157	0.8276	0.9097
No log	3.75	420	0.8600	0.5273	0.8600	0.9274
No log	3.7679	422	0.9371	0.4878	0.9371	0.9681
No log	3.7857	424	1.0503	0.4805	1.0503	1.0248
No log	3.8036	426	1.0764	0.4485	1.0764	1.0375
No log	3.8214	428	0.9648	0.4859	0.9648	0.9822
No log	3.8393	430	0.8452	0.5002	0.8452	0.9194
No log	3.8571	432	0.7926	0.5511	0.7926	0.8903
No log	3.875	434	0.7914	0.5113	0.7914	0.8896
No log	3.8929	436	0.7871	0.5234	0.7871	0.8872
No log	3.9107	438	0.7579	0.5153	0.7579	0.8706
No log	3.9286	440	0.7843	0.5060	0.7843	0.8856
No log	3.9464	442	0.8183	0.4858	0.8183	0.9046
No log	3.9643	444	0.8502	0.4695	0.8502	0.9220
No log	3.9821	446	0.8671	0.4643	0.8671	0.9312
No log	4.0	448	0.8576	0.4510	0.8576	0.9260
No log	4.0179	450	0.7924	0.4740	0.7924	0.8902
No log	4.0357	452	0.7506	0.4919	0.7506	0.8664
No log	4.0536	454	0.7431	0.4803	0.7431	0.8620
No log	4.0714	456	0.7748	0.4846	0.7748	0.8802
No log	4.0893	458	0.8885	0.4300	0.8885	0.9426
No log	4.1071	460	1.0344	0.4573	1.0344	1.0170
No log	4.125	462	1.1023	0.4521	1.1023	1.0499
No log	4.1429	464	1.0265	0.4326	1.0265	1.0132
No log	4.1607	466	0.9135	0.4457	0.9135	0.9558
No log	4.1786	468	0.8802	0.4471	0.8802	0.9382
No log	4.1964	470	0.9210	0.4526	0.9210	0.9597
No log	4.2143	472	0.9495	0.4359	0.9495	0.9744
No log	4.2321	474	0.9234	0.4508	0.9234	0.9609
No log	4.25	476	0.9193	0.4975	0.9193	0.9588
No log	4.2679	478	0.8693	0.4909	0.8693	0.9324
No log	4.2857	480	0.8293	0.4990	0.8293	0.9107
No log	4.3036	482	0.8024	0.5005	0.8024	0.8957
No log	4.3214	484	0.7889	0.4682	0.7889	0.8882
No log	4.3393	486	0.7714	0.4738	0.7714	0.8783
No log	4.3571	488	0.7616	0.4893	0.7616	0.8727
No log	4.375	490	0.7904	0.4770	0.7904	0.8891
No log	4.3929	492	0.8069	0.4786	0.8069	0.8983
No log	4.4107	494	0.7936	0.4921	0.7936	0.8908
No log	4.4286	496	0.7993	0.4904	0.7993	0.8941
No log	4.4464	498	0.8118	0.4958	0.8118	0.9010
0.4573	4.4643	500	0.8918	0.4514	0.8918	0.9444
0.4573	4.4821	502	0.9517	0.4314	0.9517	0.9756
0.4573	4.5	504	0.8832	0.4350	0.8832	0.9398
0.4573	4.5179	506	0.7923	0.4794	0.7923	0.8901
0.4573	4.5357	508	0.7709	0.4527	0.7709	0.8780
0.4573	4.5536	510	0.8327	0.4720	0.8327	0.9125
0.4573	4.5714	512	0.9393	0.4501	0.9393	0.9692
0.4573	4.5893	514	0.9188	0.4745	0.9188	0.9585
0.4573	4.6071	516	0.8123	0.5013	0.8123	0.9013
0.4573	4.625	518	0.7488	0.4616	0.7488	0.8653
0.4573	4.6429	520	0.7202	0.4711	0.7202	0.8486
0.4573	4.6607	522	0.7463	0.4616	0.7463	0.8639
0.4573	4.6786	524	0.8013	0.4783	0.8013	0.8951
0.4573	4.6964	526	0.9166	0.4844	0.9166	0.9574
0.4573	4.7143	528	0.9839	0.4633	0.9839	0.9919
0.4573	4.7321	530	0.9437	0.4778	0.9437	0.9715
0.4573	4.75	532	0.9329	0.4802	0.9329	0.9659
0.4573	4.7679	534	0.9513	0.4590	0.9513	0.9753
0.4573	4.7857	536	0.9093	0.4672	0.9093	0.9536
0.4573	4.8036	538	0.8111	0.5135	0.8111	0.9006
0.4573	4.8214	540	0.7805	0.5135	0.7805	0.8835
0.4573	4.8393	542	0.7935	0.5135	0.7935	0.8908
0.4573	4.8571	544	0.8172	0.5080	0.8172	0.9040
0.4573	4.875	546	0.8541	0.4926	0.8541	0.9242
0.4573	4.8929	548	0.8842	0.4768	0.8842	0.9403
0.4573	4.9107	550	0.8393	0.4786	0.8393	0.9161
0.4573	4.9286	552	0.7802	0.4837	0.7802	0.8833
0.4573	4.9464	554	0.7710	0.4907	0.7710	0.8781
0.4573	4.9643	556	0.7763	0.4709	0.7763	0.8811
0.4573	4.9821	558	0.7841	0.4636	0.7841	0.8855
0.4573	5.0	560	0.7901	0.4602	0.7901	0.8889
0.4573	5.0179	562	0.8249	0.4461	0.8249	0.9082
0.4573	5.0357	564	0.8357	0.4390	0.8357	0.9141
0.4573	5.0536	566	0.8311	0.4390	0.8311	0.9116
0.4573	5.0714	568	0.8415	0.4390	0.8415	0.9173
0.4573	5.0893	570	0.8209	0.4560	0.8209	0.9060
0.4573	5.1071	572	0.7965	0.5090	0.7965	0.8925
0.4573	5.125	574	0.7895	0.5321	0.7895	0.8885
0.4573	5.1429	576	0.7701	0.5526	0.7701	0.8776
0.4573	5.1607	578	0.7642	0.5329	0.7642	0.8742
0.4573	5.1786	580	0.7673	0.5232	0.7673	0.8759
0.4573	5.1964	582	0.7487	0.5154	0.7487	0.8653
0.4573	5.2143	584	0.7216	0.4808	0.7216	0.8495
0.4573	5.2321	586	0.7155	0.4997	0.7155	0.8459
0.4573	5.25	588	0.7462	0.4740	0.7462	0.8638
0.4573	5.2679	590	0.7921	0.4882	0.7921	0.8900
0.4573	5.2857	592	0.8204	0.4831	0.8204	0.9057
0.4573	5.3036	594	0.8954	0.4622	0.8954	0.9462
0.4573	5.3214	596	0.9513	0.4536	0.9513	0.9753
0.4573	5.3393	598	0.9873	0.4572	0.9873	0.9936
0.4573	5.3571	600	0.9885	0.4615	0.9885	0.9942
0.4573	5.375	602	0.9212	0.4524	0.9212	0.9598
0.4573	5.3929	604	0.8347	0.4650	0.8347	0.9136
0.4573	5.4107	606	0.8008	0.4538	0.8008	0.8949
0.4573	5.4286	608	0.7655	0.4883	0.7655	0.8749
0.4573	5.4464	610	0.7283	0.5439	0.7283	0.8534
0.4573	5.4643	612	0.7281	0.5236	0.7281	0.8533
0.4573	5.4821	614	0.7451	0.4820	0.7451	0.8632
0.4573	5.5	616	0.7831	0.4671	0.7831	0.8849
0.4573	5.5179	618	0.8121	0.4718	0.8121	0.9012
0.4573	5.5357	620	0.8067	0.4848	0.8067	0.8982
0.4573	5.5536	622	0.8080	0.4711	0.8080	0.8989
0.4573	5.5714	624	0.8268	0.4527	0.8268	0.9093
0.4573	5.5893	626	0.8553	0.4432	0.8553	0.9248
0.4573	5.6071	628	0.8309	0.4438	0.8309	0.9116
0.4573	5.625	630	0.7772	0.4978	0.7772	0.8816
0.4573	5.6429	632	0.7204	0.4926	0.7204	0.8487
0.4573	5.6607	634	0.7153	0.5150	0.7153	0.8457
0.4573	5.6786	636	0.7408	0.5041	0.7408	0.8607
0.4573	5.6964	638	0.7825	0.5158	0.7825	0.8846
0.4573	5.7143	640	0.8322	0.4551	0.8322	0.9123
0.4573	5.7321	642	0.9162	0.4540	0.9162	0.9572
0.4573	5.75	644	0.9284	0.4572	0.9284	0.9636
0.4573	5.7679	646	0.9019	0.4680	0.9019	0.9497
0.4573	5.7857	648	0.8308	0.4607	0.8308	0.9115
0.4573	5.8036	650	0.7872	0.4741	0.7872	0.8872
0.4573	5.8214	652	0.7542	0.5120	0.7542	0.8684
0.4573	5.8393	654	0.7509	0.5251	0.7509	0.8666
0.4573	5.8571	656	0.7847	0.4757	0.7847	0.8858
0.4573	5.875	658	0.8034	0.4726	0.8034	0.8963
0.4573	5.8929	660	0.8050	0.4711	0.8050	0.8972
0.4573	5.9107	662	0.8105	0.4581	0.8105	0.9003
0.4573	5.9286	664	0.8289	0.4630	0.8289	0.9105
0.4573	5.9464	666	0.8886	0.4716	0.8886	0.9426
0.4573	5.9643	668	0.9326	0.4857	0.9326	0.9657
0.4573	5.9821	670	1.0102	0.4717	1.0102	1.0051
0.4573	6.0	672	1.0476	0.4666	1.0476	1.0235
0.4573	6.0179	674	1.0725	0.4623	1.0725	1.0356
0.4573	6.0357	676	1.0304	0.4598	1.0304	1.0151
0.4573	6.0536	678	0.9833	0.4455	0.9833	0.9916
0.4573	6.0714	680	0.9374	0.4451	0.9374	0.9682
0.4573	6.0893	682	0.9462	0.4447	0.9462	0.9727
0.4573	6.1071	684	0.9780	0.4663	0.9780	0.9889
0.4573	6.125	686	0.9735	0.4578	0.9735	0.9867
0.4573	6.1429	688	0.9475	0.4524	0.9475	0.9734
0.4573	6.1607	690	0.9167	0.4191	0.9167	0.9574
0.4573	6.1786	692	0.9349	0.4298	0.9349	0.9669
0.4573	6.1964	694	0.9821	0.4237	0.9821	0.9910
0.4573	6.2143	696	1.0288	0.4297	1.0288	1.0143
0.4573	6.2321	698	1.0466	0.4283	1.0466	1.0230
0.4573	6.25	700	1.0564	0.4447	1.0564	1.0278
0.4573	6.2679	702	1.0544	0.4447	1.0544	1.0268
0.4573	6.2857	704	1.0242	0.4403	1.0242	1.0121
0.4573	6.3036	706	1.0548	0.4430	1.0548	1.0270
0.4573	6.3214	708	1.0578	0.4430	1.0578	1.0285
0.4573	6.3393	710	1.0152	0.4374	1.0152	1.0076
0.4573	6.3571	712	0.9228	0.4501	0.9228	0.9606
0.4573	6.375	714	0.8246	0.4737	0.8246	0.9081
0.4573	6.3929	716	0.7757	0.5064	0.7757	0.8807
0.4573	6.4107	718	0.7683	0.5167	0.7683	0.8765
0.4573	6.4286	720	0.7990	0.4760	0.7990	0.8938
0.4573	6.4464	722	0.8349	0.4619	0.8349	0.9137
0.4573	6.4643	724	0.8970	0.4647	0.8970	0.9471
0.4573	6.4821	726	0.9279	0.4682	0.9279	0.9633
0.4573	6.5	728	0.9053	0.4805	0.9053	0.9515
0.4573	6.5179	730	0.8459	0.4642	0.8459	0.9197
0.4573	6.5357	732	0.7999	0.4686	0.7999	0.8944
0.4573	6.5536	734	0.7671	0.5423	0.7671	0.8759
0.4573	6.5714	736	0.7665	0.5389	0.7665	0.8755
0.4573	6.5893	738	0.7600	0.5389	0.7600	0.8718
0.4573	6.6071	740	0.7706	0.5244	0.7706	0.8779
0.4573	6.625	742	0.7976	0.4788	0.7976	0.8931
0.4573	6.6429	744	0.8174	0.4858	0.8174	0.9041
0.4573	6.6607	746	0.8219	0.4667	0.8219	0.9066
0.4573	6.6786	748	0.8466	0.4575	0.8466	0.9201
0.4573	6.6964	750	0.8456	0.4478	0.8456	0.9196
0.4573	6.7143	752	0.8361	0.4809	0.8361	0.9144
0.4573	6.7321	754	0.8262	0.4858	0.8262	0.9090
0.4573	6.75	756	0.8164	0.4858	0.8164	0.9036
0.4573	6.7679	758	0.8156	0.4757	0.8156	0.9031
0.4573	6.7857	760	0.8292	0.4831	0.8292	0.9106
0.4573	6.8036	762	0.8345	0.4849	0.8345	0.9135
0.4573	6.8214	764	0.8243	0.4855	0.8243	0.9079
0.4573	6.8393	766	0.8213	0.4713	0.8213	0.9063
0.4573	6.8571	768	0.8213	0.4706	0.8213	0.9062
0.4573	6.875	770	0.8070	0.4618	0.8070	0.8983
0.4573	6.8929	772	0.7643	0.4818	0.7643	0.8743
0.4573	6.9107	774	0.7411	0.5143	0.7411	0.8609
0.4573	6.9286	776	0.7426	0.4989	0.7426	0.8617
0.4573	6.9464	778	0.7739	0.4818	0.7739	0.8797
0.4573	6.9643	780	0.8304	0.4485	0.8304	0.9113
0.4573	6.9821	782	0.8816	0.4492	0.8816	0.9389
0.4573	7.0	784	0.9087	0.4559	0.9087	0.9532
0.4573	7.0179	786	0.9452	0.4496	0.9452	0.9722
0.4573	7.0357	788	0.9452	0.4496	0.9452	0.9722
0.4573	7.0536	790	0.9517	0.4496	0.9517	0.9755
0.4573	7.0714	792	0.9626	0.4700	0.9626	0.9811
0.4573	7.0893	794	0.9543	0.4658	0.9543	0.9769
0.4573	7.1071	796	0.9209	0.4620	0.9209	0.9596
0.4573	7.125	798	0.8997	0.4751	0.8997	0.9485
0.4573	7.1429	800	0.8803	0.4751	0.8803	0.9382
0.4573	7.1607	802	0.8751	0.4646	0.8751	0.9354
0.4573	7.1786	804	0.8532	0.4650	0.8532	0.9237
0.4573	7.1964	806	0.8375	0.4921	0.8375	0.9152
0.4573	7.2143	808	0.8263	0.5012	0.8263	0.9090
0.4573	7.2321	810	0.8342	0.5054	0.8342	0.9133
0.4573	7.25	812	0.8689	0.4657	0.8689	0.9322
0.4573	7.2679	814	0.8992	0.4842	0.8992	0.9482
0.4573	7.2857	816	0.9231	0.4647	0.9231	0.9608
0.4573	7.3036	818	0.9193	0.4647	0.9193	0.9588
0.4573	7.3214	820	0.8889	0.4659	0.8889	0.9428
0.4573	7.3393	822	0.8531	0.4483	0.8531	0.9237
0.4573	7.3571	824	0.8101	0.5130	0.8101	0.9000
0.4573	7.375	826	0.7941	0.5211	0.7941	0.8911
0.4573	7.3929	828	0.7954	0.5211	0.7954	0.8918
0.4573	7.4107	830	0.8066	0.5130	0.8066	0.8981
0.4573	7.4286	832	0.8355	0.5041	0.8355	0.9141
0.4573	7.4464	834	0.8703	0.4431	0.8703	0.9329
0.4573	7.4643	836	0.9061	0.4677	0.9061	0.9519
0.4573	7.4821	838	0.9275	0.4613	0.9275	0.9631
0.4573	7.5	840	0.9201	0.4524	0.9201	0.9592
0.4573	7.5179	842	0.9197	0.4524	0.9197	0.9590
0.4573	7.5357	844	0.9118	0.4526	0.9118	0.9549
0.4573	7.5536	846	0.9204	0.4526	0.9204	0.9594
0.4573	7.5714	848	0.9196	0.4643	0.9196	0.9589
0.4573	7.5893	850	0.9273	0.4643	0.9273	0.9629
0.4573	7.6071	852	0.9370	0.4643	0.9370	0.9680
0.4573	7.625	854	0.9283	0.4846	0.9283	0.9635
0.4573	7.6429	856	0.9496	0.4846	0.9496	0.9745
0.4573	7.6607	858	0.9681	0.4804	0.9681	0.9839
0.4573	7.6786	860	1.0165	0.4633	1.0165	1.0082
0.4573	7.6964	862	1.0462	0.4512	1.0462	1.0229
0.4573	7.7143	864	1.0288	0.4500	1.0288	1.0143
0.4573	7.7321	866	0.9734	0.4458	0.9734	0.9866
0.4573	7.75	868	0.9379	0.4507	0.9379	0.9684
0.4573	7.7679	870	0.8980	0.4516	0.8980	0.9476
0.4573	7.7857	872	0.8669	0.4832	0.8669	0.9311
0.4573	7.8036	874	0.8590	0.4962	0.8590	0.9268
0.4573	7.8214	876	0.8467	0.4990	0.8467	0.9202
0.4573	7.8393	878	0.8549	0.4943	0.8549	0.9246
0.4573	7.8571	880	0.8779	0.4962	0.8779	0.9370
0.4573	7.875	882	0.9091	0.4925	0.9091	0.9535
0.4573	7.8929	884	0.9295	0.4589	0.9295	0.9641
0.4573	7.9107	886	0.9503	0.4471	0.9503	0.9748
0.4573	7.9286	888	0.9330	0.4471	0.9330	0.9659
0.4573	7.9464	890	0.9003	0.4639	0.9003	0.9488
0.4573	7.9643	892	0.8767	0.4775	0.8767	0.9363
0.4573	7.9821	894	0.8786	0.4713	0.8786	0.9373
0.4573	8.0	896	0.8841	0.4587	0.8841	0.9403
0.4573	8.0179	898	0.8871	0.4647	0.8871	0.9419
0.4573	8.0357	900	0.9072	0.4478	0.9072	0.9524
0.4573	8.0536	902	0.9164	0.4641	0.9164	0.9573
0.4573	8.0714	904	0.9030	0.4641	0.9030	0.9503
0.4573	8.0893	906	0.8724	0.4383	0.8724	0.9340
0.4573	8.1071	908	0.8506	0.4607	0.8506	0.9223
0.4573	8.125	910	0.8288	0.4706	0.8288	0.9104
0.4573	8.1429	912	0.8180	0.5033	0.8180	0.9044
0.4573	8.1607	914	0.8267	0.5154	0.8267	0.9092
0.4573	8.1786	916	0.8372	0.4983	0.8372	0.9150
0.4573	8.1964	918	0.8523	0.4906	0.8523	0.9232
0.4573	8.2143	920	0.8805	0.4765	0.8805	0.9383
0.4573	8.2321	922	0.9227	0.4676	0.9227	0.9606
0.4573	8.25	924	0.9486	0.4740	0.9486	0.9739
0.4573	8.2679	926	0.9536	0.4681	0.9536	0.9765
0.4573	8.2857	928	0.9335	0.4681	0.9335	0.9662
0.4573	8.3036	930	0.9004	0.4927	0.9004	0.9489
0.4573	8.3214	932	0.8632	0.4702	0.8632	0.9291
0.4573	8.3393	934	0.8391	0.5087	0.8391	0.9160
0.4573	8.3571	936	0.8322	0.5156	0.8322	0.9123
0.4573	8.375	938	0.8323	0.5156	0.8323	0.9123
0.4573	8.3929	940	0.8345	0.5156	0.8345	0.9135
0.4573	8.4107	942	0.8336	0.5150	0.8336	0.9130
0.4573	8.4286	944	0.8285	0.5017	0.8285	0.9102
0.4573	8.4464	946	0.8233	0.5017	0.8233	0.9073
0.4573	8.4643	948	0.8167	0.4946	0.8167	0.9037
0.4573	8.4821	950	0.8236	0.4995	0.8236	0.9075
0.4573	8.5	952	0.8182	0.4995	0.8182	0.9046
0.4573	8.5179	954	0.8182	0.5043	0.8182	0.9045
0.4573	8.5357	956	0.8128	0.4898	0.8128	0.9015
0.4573	8.5536	958	0.8191	0.5010	0.8191	0.9050
0.4573	8.5714	960	0.8203	0.5078	0.8203	0.9057
0.4573	8.5893	962	0.8180	0.5031	0.8180	0.9045
0.4573	8.6071	964	0.8102	0.5031	0.8102	0.9001
0.4573	8.625	966	0.8101	0.5031	0.8101	0.9000
0.4573	8.6429	968	0.8022	0.5147	0.8022	0.8957
0.4573	8.6607	970	0.7867	0.5169	0.7867	0.8869
0.4573	8.6786	972	0.7777	0.5323	0.7777	0.8819
0.4573	8.6964	974	0.7682	0.5486	0.7682	0.8765
0.4573	8.7143	976	0.7656	0.5486	0.7656	0.8750
0.4573	8.7321	978	0.7662	0.5419	0.7662	0.8753
0.4573	8.75	980	0.7695	0.5192	0.7695	0.8772
0.4573	8.7679	982	0.7759	0.4990	0.7759	0.8808
0.4573	8.7857	984	0.7828	0.5096	0.7828	0.8848
0.4573	8.8036	986	0.7995	0.5010	0.7995	0.8942
0.4573	8.8214	988	0.8171	0.4995	0.8171	0.9039
0.4573	8.8393	990	0.8408	0.4912	0.8408	0.9169
0.4573	8.8571	992	0.8650	0.4788	0.8650	0.9301
0.4573	8.875	994	0.8781	0.4839	0.8781	0.9371
0.4573	8.8929	996	0.8887	0.4620	0.8887	0.9427
0.4573	8.9107	998	0.8937	0.4688	0.8937	0.9454
0.0687	8.9286	1000	0.8956	0.4688	0.8956	0.9463
0.0687	8.9464	1002	0.9022	0.4688	0.9022	0.9498
0.0687	8.9643	1004	0.9002	0.4688	0.9002	0.9488
0.0687	8.9821	1006	0.9097	0.4688	0.9097	0.9538
0.0687	9.0	1008	0.9237	0.4684	0.9237	0.9611
0.0687	9.0179	1010	0.9455	0.4724	0.9455	0.9724
0.0687	9.0357	1012	0.9658	0.4720	0.9658	0.9828
0.0687	9.0536	1014	0.9757	0.4662	0.9757	0.9878
0.0687	9.0714	1016	0.9723	0.4662	0.9723	0.9860
0.0687	9.0893	1018	0.9657	0.4729	0.9657	0.9827
0.0687	9.1071	1020	0.9475	0.47	0.9475	0.9734
0.0687	9.125	1022	0.9278	0.4805	0.9278	0.9632
0.0687	9.1429	1024	0.9104	0.4867	0.9104	0.9542
0.0687	9.1607	1026	0.8951	0.5136	0.8951	0.9461
0.0687	9.1786	1028	0.8883	0.5136	0.8883	0.9425
0.0687	9.1964	1030	0.8872	0.5078	0.8872	0.9419
0.0687	9.2143	1032	0.8791	0.5020	0.8791	0.9376
0.0687	9.2321	1034	0.8706	0.5020	0.8706	0.9331
0.0687	9.25	1036	0.8648	0.5020	0.8648	0.9300
0.0687	9.2679	1038	0.8597	0.5020	0.8597	0.9272
0.0687	9.2857	1040	0.8584	0.5020	0.8584	0.9265
0.0687	9.3036	1042	0.8618	0.4910	0.8618	0.9283
0.0687	9.3214	1044	0.8687	0.4910	0.8687	0.9320
0.0687	9.3393	1046	0.8784	0.4801	0.8784	0.9372
0.0687	9.3571	1048	0.8831	0.4792	0.8831	0.9397
0.0687	9.375	1050	0.8827	0.4801	0.8827	0.9395
0.0687	9.3929	1052	0.8822	0.4801	0.8822	0.9392
0.0687	9.4107	1054	0.8814	0.4910	0.8814	0.9388
0.0687	9.4286	1056	0.8753	0.4910	0.8753	0.9356
0.0687	9.4464	1058	0.8675	0.5136	0.8675	0.9314
0.0687	9.4643	1060	0.8573	0.5136	0.8573	0.9259
0.0687	9.4821	1062	0.8525	0.5197	0.8525	0.9233
0.0687	9.5	1064	0.8487	0.5197	0.8487	0.9212
0.0687	9.5179	1066	0.8512	0.5197	0.8512	0.9226
0.0687	9.5357	1068	0.8554	0.5197	0.8554	0.9249
0.0687	9.5536	1070	0.8585	0.5197	0.8585	0.9266
0.0687	9.5714	1072	0.8643	0.5136	0.8643	0.9297
0.0687	9.5893	1074	0.8726	0.5136	0.8726	0.9341
0.0687	9.6071	1076	0.8790	0.5078	0.8790	0.9375
0.0687	9.625	1078	0.8814	0.5078	0.8814	0.9388
0.0687	9.6429	1080	0.8809	0.5078	0.8809	0.9385
0.0687	9.6607	1082	0.8788	0.5078	0.8788	0.9374
0.0687	9.6786	1084	0.8762	0.5078	0.8762	0.9361
0.0687	9.6964	1086	0.8759	0.4968	0.8759	0.9359
0.0687	9.7143	1088	0.8778	0.4910	0.8778	0.9369
0.0687	9.7321	1090	0.8784	0.4910	0.8784	0.9372
0.0687	9.75	1092	0.8773	0.4910	0.8773	0.9367
0.0687	9.7679	1094	0.8765	0.4910	0.8765	0.9362
0.0687	9.7857	1096	0.8766	0.4698	0.8766	0.9363
0.0687	9.8036	1098	0.8767	0.4698	0.8767	0.9363
0.0687	9.8214	1100	0.8795	0.4698	0.8795	0.9378
0.0687	9.8393	1102	0.8802	0.4698	0.8802	0.9382
0.0687	9.8571	1104	0.8790	0.4698	0.8790	0.9375
0.0687	9.875	1106	0.8780	0.4698	0.8780	0.9370
0.0687	9.8929	1108	0.8771	0.4698	0.8771	0.9365
0.0687	9.9107	1110	0.8770	0.4698	0.8770	0.9365
0.0687	9.9286	1112	0.8770	0.4698	0.8770	0.9365
0.0687	9.9464	1114	0.8762	0.4698	0.8762	0.9361
0.0687	9.9643	1116	0.8759	0.4698	0.8759	0.9359
0.0687	9.9821	1118	0.8756	0.4698	0.8756	0.9357
0.0687	10.0	1120	0.8754	0.4698	0.8754	0.9356

Framework versions

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