ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k15_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: 0.9411
• Qwk: 0.4905
• Mse: 0.9411
• Rmse: 0.9701

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	0.0238	2	4.2075	-0.0239	4.2075	2.0512
No log	0.0476	4	2.4915	0.0783	2.4915	1.5785
No log	0.0714	6	1.2851	0.0696	1.2851	1.1336
No log	0.0952	8	1.2204	-0.0172	1.2204	1.1047
No log	0.1190	10	1.0799	-0.1171	1.0799	1.0392
No log	0.1429	12	0.8223	0.0739	0.8223	0.9068
No log	0.1667	14	0.9133	0.0446	0.9133	0.9557
No log	0.1905	16	0.8488	0.0387	0.8488	0.9213
No log	0.2143	18	0.7431	0.0535	0.7431	0.8620
No log	0.2381	20	0.7396	0.2552	0.7396	0.8600
No log	0.2619	22	0.7849	0.0026	0.7849	0.8860
No log	0.2857	24	0.7475	0.1857	0.7475	0.8646
No log	0.3095	26	0.7517	0.1744	0.7517	0.8670
No log	0.3333	28	0.7852	0.1514	0.7852	0.8861
No log	0.3571	30	0.7037	0.2171	0.7037	0.8388
No log	0.3810	32	0.6503	0.2546	0.6503	0.8064
No log	0.4048	34	0.6499	0.2545	0.6499	0.8062
No log	0.4286	36	0.6610	0.2779	0.6610	0.8130
No log	0.4524	38	0.6217	0.3518	0.6217	0.7885
No log	0.4762	40	0.6449	0.3475	0.6449	0.8031
No log	0.5	42	0.6632	0.3628	0.6632	0.8144
No log	0.5238	44	0.6286	0.3896	0.6286	0.7928
No log	0.5476	46	0.5787	0.4456	0.5787	0.7607
No log	0.5714	48	0.5855	0.4532	0.5855	0.7652
No log	0.5952	50	0.5617	0.4489	0.5617	0.7495
No log	0.6190	52	0.7088	0.4225	0.7088	0.8419
No log	0.6429	54	0.9153	0.3744	0.9153	0.9567
No log	0.6667	56	0.7314	0.4081	0.7314	0.8552
No log	0.6905	58	0.5355	0.4532	0.5355	0.7318
No log	0.7143	60	0.6264	0.5186	0.6264	0.7914
No log	0.7381	62	0.7498	0.4689	0.7498	0.8659
No log	0.7619	64	0.7807	0.4549	0.7807	0.8836
No log	0.7857	66	0.6465	0.5205	0.6465	0.8041
No log	0.8095	68	0.6097	0.4894	0.6097	0.7808
No log	0.8333	70	0.6382	0.5283	0.6382	0.7989
No log	0.8571	72	0.6910	0.5533	0.6910	0.8313
No log	0.8810	74	0.8491	0.4836	0.8491	0.9215
No log	0.9048	76	0.8369	0.4593	0.8369	0.9148
No log	0.9286	78	0.7203	0.5616	0.7203	0.8487
No log	0.9524	80	0.6454	0.5622	0.6454	0.8034
No log	0.9762	82	0.6659	0.5734	0.6659	0.8160
No log	1.0	84	0.7375	0.5690	0.7375	0.8588
No log	1.0238	86	0.7937	0.5515	0.7937	0.8909
No log	1.0476	88	0.7344	0.5620	0.7344	0.8570
No log	1.0714	90	0.7659	0.5547	0.7659	0.8752
No log	1.0952	92	0.9719	0.4532	0.9719	0.9859
No log	1.1190	94	1.1215	0.4191	1.1215	1.0590
No log	1.1429	96	1.0259	0.4476	1.0259	1.0129
No log	1.1667	98	0.8697	0.5320	0.8697	0.9326
No log	1.1905	100	0.9214	0.5289	0.9214	0.9599
No log	1.2143	102	1.0407	0.4640	1.0407	1.0202
No log	1.2381	104	1.0570	0.4462	1.0570	1.0281
No log	1.2619	106	0.9518	0.5333	0.9518	0.9756
No log	1.2857	108	0.9446	0.4671	0.9446	0.9719
No log	1.3095	110	0.9114	0.5032	0.9114	0.9547
No log	1.3333	112	0.9281	0.5597	0.9281	0.9634
No log	1.3571	114	1.0107	0.4983	1.0107	1.0054
No log	1.3810	116	1.0196	0.4782	1.0196	1.0098
No log	1.4048	118	1.0287	0.4627	1.0287	1.0142
No log	1.4286	120	0.9336	0.5057	0.9336	0.9662
No log	1.4524	122	0.8827	0.5104	0.8827	0.9395
No log	1.4762	124	0.9394	0.4778	0.9394	0.9692
No log	1.5	126	1.0107	0.4614	1.0107	1.0053
No log	1.5238	128	1.2771	0.4178	1.2771	1.1301
No log	1.5476	130	1.3358	0.4300	1.3358	1.1558
No log	1.5714	132	1.0704	0.4445	1.0704	1.0346
No log	1.5952	134	0.8407	0.5028	0.8407	0.9169
No log	1.6190	136	0.7820	0.5172	0.7820	0.8843
No log	1.6429	138	0.7961	0.5422	0.7961	0.8923
No log	1.6667	140	0.7630	0.5603	0.7630	0.8735
No log	1.6905	142	0.7632	0.5765	0.7632	0.8736
No log	1.7143	144	0.7573	0.5395	0.7573	0.8702
No log	1.7381	146	0.7978	0.5441	0.7978	0.8932
No log	1.7619	148	0.9691	0.4593	0.9691	0.9844
No log	1.7857	150	1.0329	0.4569	1.0329	1.0163
No log	1.8095	152	0.9230	0.5310	0.9230	0.9608
No log	1.8333	154	0.8924	0.5144	0.8924	0.9446
No log	1.8571	156	0.8952	0.5453	0.8952	0.9462
No log	1.8810	158	0.8857	0.5086	0.8857	0.9411
No log	1.9048	160	0.9194	0.4837	0.9194	0.9589
No log	1.9286	162	0.9629	0.4901	0.9629	0.9813
No log	1.9524	164	1.0376	0.5120	1.0376	1.0186
No log	1.9762	166	1.1462	0.4910	1.1462	1.0706
No log	2.0	168	1.1604	0.4625	1.1604	1.0772
No log	2.0238	170	1.0115	0.5277	1.0115	1.0057
No log	2.0476	172	0.9176	0.5158	0.9176	0.9579
No log	2.0714	174	0.8849	0.5143	0.8849	0.9407
No log	2.0952	176	0.9636	0.5199	0.9636	0.9816
No log	2.1190	178	1.0814	0.5161	1.0814	1.0399
No log	2.1429	180	1.0729	0.5140	1.0729	1.0358
No log	2.1667	182	0.9388	0.5078	0.9388	0.9689
No log	2.1905	184	0.9144	0.4884	0.9144	0.9562
No log	2.2143	186	0.9863	0.4923	0.9863	0.9931
No log	2.2381	188	1.0368	0.4584	1.0368	1.0182
No log	2.2619	190	1.0713	0.4607	1.0713	1.0350
No log	2.2857	192	1.1270	0.4904	1.1270	1.0616
No log	2.3095	194	1.1350	0.4558	1.1350	1.0654
No log	2.3333	196	0.9564	0.4659	0.9564	0.9780
No log	2.3571	198	0.8788	0.5194	0.8788	0.9375
No log	2.3810	200	0.9609	0.5019	0.9609	0.9802
No log	2.4048	202	1.0736	0.4766	1.0736	1.0362
No log	2.4286	204	1.1209	0.4363	1.1209	1.0587
No log	2.4524	206	1.1013	0.4363	1.1013	1.0494
No log	2.4762	208	1.0268	0.4880	1.0268	1.0133
No log	2.5	210	1.0176	0.5106	1.0176	1.0087
No log	2.5238	212	0.9673	0.4969	0.9673	0.9835
No log	2.5476	214	0.8767	0.5130	0.8767	0.9363
No log	2.5714	216	0.8040	0.5337	0.8040	0.8966
No log	2.5952	218	0.7806	0.5027	0.7806	0.8835
No log	2.6190	220	0.7824	0.5	0.7824	0.8845
No log	2.6429	222	0.9341	0.4407	0.9341	0.9665
No log	2.6667	224	0.9806	0.3944	0.9806	0.9903
No log	2.6905	226	0.8863	0.4301	0.8863	0.9415
No log	2.7143	228	0.7758	0.4699	0.7758	0.8808
No log	2.7381	230	0.7582	0.5301	0.7582	0.8708
No log	2.7619	232	0.8277	0.5176	0.8277	0.9098
No log	2.7857	234	1.0526	0.4545	1.0526	1.0260
No log	2.8095	236	1.1925	0.4057	1.1925	1.0920
No log	2.8333	238	1.0926	0.4602	1.0926	1.0453
No log	2.8571	240	1.0342	0.4833	1.0342	1.0170
No log	2.8810	242	1.0121	0.4489	1.0121	1.0060
No log	2.9048	244	1.0737	0.4444	1.0737	1.0362
No log	2.9286	246	1.0928	0.4553	1.0928	1.0454
No log	2.9524	248	0.9858	0.4632	0.9858	0.9929
No log	2.9762	250	0.9289	0.4794	0.9289	0.9638
No log	3.0	252	0.9082	0.4604	0.9082	0.9530
No log	3.0238	254	0.9767	0.4375	0.9767	0.9883
No log	3.0476	256	1.3115	0.4214	1.3115	1.1452
No log	3.0714	258	1.5330	0.3841	1.5330	1.2382
No log	3.0952	260	1.4045	0.3976	1.4045	1.1851
No log	3.1190	262	1.1526	0.4292	1.1526	1.0736
No log	3.1429	264	0.8972	0.4606	0.8972	0.9472
No log	3.1667	266	0.8255	0.4915	0.8255	0.9086
No log	3.1905	268	0.8739	0.4812	0.8739	0.9348
No log	3.2143	270	1.0346	0.4502	1.0346	1.0172
No log	3.2381	272	1.2357	0.4561	1.2357	1.1116
No log	3.2619	274	1.3092	0.4337	1.3092	1.1442
No log	3.2857	276	1.2425	0.4475	1.2425	1.1147
No log	3.3095	278	1.0280	0.4790	1.0280	1.0139
No log	3.3333	280	0.8662	0.5294	0.8662	0.9307
No log	3.3571	282	0.8289	0.5384	0.8289	0.9104
No log	3.3810	284	0.8464	0.5308	0.8464	0.9200
No log	3.4048	286	0.9319	0.4694	0.9319	0.9653
No log	3.4286	288	1.0553	0.4640	1.0553	1.0273
No log	3.4524	290	1.0936	0.4645	1.0936	1.0457
No log	3.4762	292	0.9430	0.4740	0.9430	0.9711
No log	3.5	294	0.8291	0.4870	0.8291	0.9106
No log	3.5238	296	0.8079	0.5035	0.8079	0.8989
No log	3.5476	298	0.8513	0.5005	0.8513	0.9226
No log	3.5714	300	0.9363	0.4752	0.9363	0.9676
No log	3.5952	302	0.9801	0.4857	0.9801	0.9900
No log	3.6190	304	1.0323	0.4740	1.0323	1.0160
No log	3.6429	306	1.0326	0.4692	1.0326	1.0162
No log	3.6667	308	1.0066	0.4791	1.0066	1.0033
No log	3.6905	310	0.9305	0.4885	0.9305	0.9646
No log	3.7143	312	0.9596	0.4730	0.9596	0.9796
No log	3.7381	314	1.1126	0.4491	1.1126	1.0548
No log	3.7619	316	1.1706	0.4526	1.1706	1.0820
No log	3.7857	318	1.0752	0.4560	1.0752	1.0369
No log	3.8095	320	0.8913	0.4830	0.8913	0.9441
No log	3.8333	322	0.8313	0.5036	0.8313	0.9117
No log	3.8571	324	0.8673	0.5050	0.8673	0.9313
No log	3.8810	326	0.9430	0.5070	0.9430	0.9711
No log	3.9048	328	1.0143	0.5017	1.0143	1.0071
No log	3.9286	330	1.0140	0.5060	1.0140	1.0070
No log	3.9524	332	0.9723	0.4986	0.9723	0.9861
No log	3.9762	334	0.8908	0.5158	0.8908	0.9438
No log	4.0	336	0.8746	0.5460	0.8746	0.9352
No log	4.0238	338	0.9508	0.5106	0.9508	0.9751
No log	4.0476	340	0.9845	0.5156	0.9845	0.9922
No log	4.0714	342	1.0049	0.5116	1.0049	1.0024
No log	4.0952	344	0.9683	0.5312	0.9683	0.9840
No log	4.1190	346	0.9578	0.5250	0.9578	0.9787
No log	4.1429	348	0.9706	0.5322	0.9706	0.9852
No log	4.1667	350	1.0148	0.5239	1.0149	1.0074
No log	4.1905	352	0.9719	0.5131	0.9719	0.9859
No log	4.2143	354	0.9059	0.5651	0.9059	0.9518
No log	4.2381	356	0.8475	0.5562	0.8475	0.9206
No log	4.2619	358	0.8310	0.5240	0.8310	0.9116
No log	4.2857	360	0.8425	0.5315	0.8425	0.9179
No log	4.3095	362	0.8845	0.5341	0.8845	0.9405
No log	4.3333	364	1.0171	0.5206	1.0171	1.0085
No log	4.3571	366	1.0763	0.4728	1.0763	1.0374
No log	4.3810	368	0.9764	0.5196	0.9764	0.9881
No log	4.4048	370	0.8796	0.5370	0.8796	0.9379
No log	4.4286	372	0.8233	0.5499	0.8233	0.9074
No log	4.4524	374	0.8281	0.5661	0.8281	0.9100
No log	4.4762	376	0.8602	0.5311	0.8602	0.9274
No log	4.5	378	0.9233	0.5	0.9233	0.9609
No log	4.5238	380	0.9453	0.4971	0.9453	0.9723
No log	4.5476	382	0.8939	0.5169	0.8939	0.9455
No log	4.5714	384	0.8415	0.5279	0.8415	0.9174
No log	4.5952	386	0.7772	0.5508	0.7772	0.8816
No log	4.6190	388	0.7226	0.5511	0.7226	0.8501
No log	4.6429	390	0.7128	0.5509	0.7128	0.8443
No log	4.6667	392	0.7466	0.5533	0.7466	0.8641
No log	4.6905	394	0.8820	0.5228	0.8820	0.9392
No log	4.7143	396	0.9597	0.5341	0.9597	0.9796
No log	4.7381	398	0.9768	0.5134	0.9768	0.9883
No log	4.7619	400	1.0086	0.5119	1.0086	1.0043
No log	4.7857	402	0.9933	0.4869	0.9933	0.9967
No log	4.8095	404	0.8671	0.5012	0.8671	0.9312
No log	4.8333	406	0.7680	0.5495	0.7680	0.8764
No log	4.8571	408	0.7734	0.5495	0.7734	0.8795
No log	4.8810	410	0.8694	0.5201	0.8694	0.9324
No log	4.9048	412	1.0512	0.4847	1.0512	1.0253
No log	4.9286	414	1.3078	0.4449	1.3078	1.1436
No log	4.9524	416	1.4328	0.4499	1.4328	1.1970
No log	4.9762	418	1.3671	0.4476	1.3671	1.1692
No log	5.0	420	1.2093	0.5171	1.2093	1.0997
No log	5.0238	422	1.0426	0.5270	1.0426	1.0211
No log	5.0476	424	0.9818	0.5204	0.9818	0.9909
No log	5.0714	426	0.9929	0.5104	0.9929	0.9965
No log	5.0952	428	1.0328	0.5102	1.0328	1.0163
No log	5.1190	430	1.0598	0.5029	1.0598	1.0295
No log	5.1429	432	1.1015	0.4887	1.1015	1.0495
No log	5.1667	434	1.0564	0.4852	1.0564	1.0278
No log	5.1905	436	0.9202	0.5227	0.9202	0.9593
No log	5.2143	438	0.8717	0.5558	0.8717	0.9336
No log	5.2381	440	0.8901	0.5281	0.8901	0.9435
No log	5.2619	442	0.8752	0.5449	0.8752	0.9355
No log	5.2857	444	0.9014	0.5208	0.9014	0.9494
No log	5.3095	446	1.0000	0.5181	1.0000	1.0000
No log	5.3333	448	1.1094	0.4739	1.1094	1.0533
No log	5.3571	450	1.1801	0.4819	1.1801	1.0863
No log	5.3810	452	1.2209	0.4571	1.2209	1.1049
No log	5.4048	454	1.1250	0.4575	1.1250	1.0606
No log	5.4286	456	0.9800	0.4812	0.9800	0.9900
No log	5.4524	458	0.8269	0.5428	0.8269	0.9094
No log	5.4762	460	0.7679	0.5456	0.7679	0.8763
No log	5.5	462	0.7516	0.5456	0.7516	0.8670
No log	5.5238	464	0.7962	0.5456	0.7962	0.8923
No log	5.5476	466	0.8881	0.4971	0.8881	0.9424
No log	5.5714	468	1.0288	0.4739	1.0288	1.0143
No log	5.5952	470	1.1327	0.4676	1.1327	1.0643
No log	5.6190	472	1.1412	0.4682	1.1412	1.0683
No log	5.6429	474	1.0792	0.4924	1.0792	1.0389
No log	5.6667	476	1.0385	0.5119	1.0385	1.0190
No log	5.6905	478	1.0056	0.5204	1.0056	1.0028
No log	5.7143	480	0.9519	0.5125	0.9519	0.9757
No log	5.7381	482	0.9162	0.5241	0.9162	0.9572
No log	5.7619	484	0.8951	0.5009	0.8951	0.9461
No log	5.7857	486	0.9278	0.5041	0.9278	0.9632
No log	5.8095	488	0.9902	0.4980	0.9902	0.9951
No log	5.8333	490	0.9882	0.4980	0.9882	0.9941
No log	5.8571	492	0.9236	0.5021	0.9236	0.9610
No log	5.8810	494	0.8343	0.5485	0.8343	0.9134
No log	5.9048	496	0.7803	0.5306	0.7803	0.8834
No log	5.9286	498	0.7606	0.5276	0.7606	0.8721
0.4618	5.9524	500	0.7816	0.5407	0.7816	0.8841
0.4618	5.9762	502	0.8239	0.5460	0.8239	0.9077
0.4618	6.0	504	0.9389	0.4993	0.9389	0.9690
0.4618	6.0238	506	1.0235	0.4814	1.0235	1.0117
0.4618	6.0476	508	1.0185	0.4823	1.0185	1.0092
0.4618	6.0714	510	0.9482	0.4876	0.9482	0.9738
0.4618	6.0952	512	0.8629	0.5460	0.8629	0.9289
0.4618	6.1190	514	0.8106	0.5306	0.8106	0.9003
0.4618	6.1429	516	0.7832	0.5342	0.7832	0.8850
0.4618	6.1667	518	0.7757	0.5342	0.7757	0.8807
0.4618	6.1905	520	0.7943	0.5419	0.7943	0.8913
0.4618	6.2143	522	0.8582	0.5188	0.8582	0.9264
0.4618	6.2381	524	0.9470	0.4840	0.9470	0.9731
0.4618	6.2619	526	1.0374	0.4718	1.0374	1.0185
0.4618	6.2857	528	1.1100	0.4394	1.1100	1.0536
0.4618	6.3095	530	1.0801	0.4454	1.0801	1.0393
0.4618	6.3333	532	0.9656	0.4863	0.9656	0.9827
0.4618	6.3571	534	0.8257	0.5220	0.8257	0.9087
0.4618	6.3810	536	0.7185	0.5508	0.7185	0.8476
0.4618	6.4048	538	0.6781	0.5331	0.6781	0.8235
0.4618	6.4286	540	0.6799	0.5234	0.6799	0.8246
0.4618	6.4524	542	0.6967	0.5234	0.6967	0.8347
0.4618	6.4762	544	0.7381	0.5188	0.7381	0.8591
0.4618	6.5	546	0.8171	0.5365	0.8171	0.9039
0.4618	6.5238	548	0.9184	0.4938	0.9184	0.9583
0.4618	6.5476	550	1.0319	0.4670	1.0319	1.0158
0.4618	6.5714	552	1.1698	0.4871	1.1698	1.0816
0.4618	6.5952	554	1.2460	0.4805	1.2460	1.1162
0.4618	6.6190	556	1.2352	0.4761	1.2352	1.1114
0.4618	6.6429	558	1.1662	0.4781	1.1662	1.0799
0.4618	6.6667	560	1.0719	0.4623	1.0719	1.0353
0.4618	6.6905	562	0.9900	0.4941	0.9900	0.9950
0.4618	6.7143	564	0.9570	0.4995	0.9570	0.9783
0.4618	6.7381	566	0.9436	0.5031	0.9436	0.9714
0.4618	6.7619	568	0.9699	0.4798	0.9699	0.9849
0.4618	6.7857	570	1.0236	0.4572	1.0236	1.0117
0.4618	6.8095	572	1.0878	0.4594	1.0878	1.0430
0.4618	6.8333	574	1.1091	0.4886	1.1091	1.0532
0.4618	6.8571	576	1.0702	0.4679	1.0702	1.0345
0.4618	6.8810	578	1.0238	0.4538	1.0238	1.0118
0.4618	6.9048	580	0.9589	0.4763	0.9589	0.9792
0.4618	6.9286	582	0.9094	0.5105	0.9094	0.9536
0.4618	6.9524	584	0.8534	0.5252	0.8534	0.9238
0.4618	6.9762	586	0.8157	0.5211	0.8157	0.9032
0.4618	7.0	588	0.8046	0.5211	0.8046	0.8970
0.4618	7.0238	590	0.8166	0.5299	0.8166	0.9037
0.4618	7.0476	592	0.8597	0.5300	0.8597	0.9272
0.4618	7.0714	594	0.9261	0.5019	0.9261	0.9623
0.4618	7.0952	596	0.9569	0.4984	0.9569	0.9782
0.4618	7.1190	598	0.9448	0.4991	0.9448	0.9720
0.4618	7.1429	600	0.9175	0.4856	0.9175	0.9579
0.4618	7.1667	602	0.9013	0.5077	0.9013	0.9494
0.4618	7.1905	604	0.9104	0.4885	0.9104	0.9542
0.4618	7.2143	606	0.9083	0.4934	0.9083	0.9531
0.4618	7.2381	608	0.8941	0.5052	0.8941	0.9456
0.4618	7.2619	610	0.8708	0.5184	0.8708	0.9332
0.4618	7.2857	612	0.8472	0.5152	0.8472	0.9204
0.4618	7.3095	614	0.8152	0.5152	0.8152	0.9029
0.4618	7.3333	616	0.8009	0.5218	0.8009	0.8950
0.4618	7.3571	618	0.8022	0.5152	0.8022	0.8956
0.4618	7.3810	620	0.7777	0.5362	0.7777	0.8819
0.4618	7.4048	622	0.7542	0.5258	0.7542	0.8684
0.4618	7.4286	624	0.7437	0.5310	0.7437	0.8624
0.4618	7.4524	626	0.7683	0.5533	0.7683	0.8765
0.4618	7.4762	628	0.8178	0.5245	0.8178	0.9043
0.4618	7.5	630	0.8732	0.5108	0.8732	0.9345
0.4618	7.5238	632	0.9180	0.4958	0.9180	0.9581
0.4618	7.5476	634	0.9241	0.4951	0.9241	0.9613
0.4618	7.5714	636	0.9131	0.5012	0.9131	0.9556
0.4618	7.5952	638	0.8924	0.5083	0.8924	0.9447
0.4618	7.6190	640	0.8745	0.5049	0.8745	0.9351
0.4618	7.6429	642	0.8633	0.5057	0.8633	0.9291
0.4618	7.6667	644	0.8611	0.4958	0.8611	0.9280
0.4618	7.6905	646	0.8450	0.5235	0.8450	0.9192
0.4618	7.7143	648	0.8221	0.5325	0.8221	0.9067
0.4618	7.7381	650	0.8248	0.5391	0.8248	0.9082
0.4618	7.7619	652	0.8428	0.5368	0.8428	0.9180
0.4618	7.7857	654	0.8489	0.5297	0.8489	0.9213
0.4618	7.8095	656	0.8628	0.5248	0.8628	0.9289
0.4618	7.8333	658	0.9117	0.5081	0.9117	0.9548
0.4618	7.8571	660	0.9755	0.5057	0.9755	0.9877
0.4618	7.8810	662	1.0533	0.4818	1.0533	1.0263
0.4618	7.9048	664	1.1169	0.4592	1.1169	1.0569
0.4618	7.9286	666	1.1211	0.4533	1.1211	1.0588
0.4618	7.9524	668	1.0820	0.4632	1.0820	1.0402
0.4618	7.9762	670	1.0359	0.4590	1.0359	1.0178
0.4618	8.0	672	0.9941	0.4811	0.9941	0.9971
0.4618	8.0238	674	0.9439	0.5224	0.9439	0.9716
0.4618	8.0476	676	0.8993	0.4944	0.8993	0.9483
0.4618	8.0714	678	0.8890	0.4966	0.8890	0.9429
0.4618	8.0952	680	0.8874	0.4995	0.8874	0.9420
0.4618	8.1190	682	0.9061	0.4981	0.9061	0.9519
0.4618	8.1429	684	0.9137	0.4981	0.9137	0.9559
0.4618	8.1667	686	0.9292	0.4974	0.9292	0.9640
0.4618	8.1905	688	0.9618	0.4919	0.9618	0.9807
0.4618	8.2143	690	1.0187	0.4871	1.0187	1.0093
0.4618	8.2381	692	1.1021	0.4698	1.1021	1.0498
0.4618	8.2619	694	1.1500	0.4583	1.1500	1.0724
0.4618	8.2857	696	1.1775	0.4330	1.1775	1.0851
0.4618	8.3095	698	1.1585	0.4331	1.1585	1.0763
0.4618	8.3333	700	1.1172	0.4483	1.1172	1.0570
0.4618	8.3571	702	1.0479	0.4805	1.0479	1.0237
0.4618	8.3810	704	0.9937	0.5023	0.9937	0.9969
0.4618	8.4048	706	0.9268	0.5164	0.9269	0.9627
0.4618	8.4286	708	0.8700	0.5097	0.8700	0.9327
0.4618	8.4524	710	0.8434	0.5022	0.8434	0.9184
0.4618	8.4762	712	0.8440	0.4965	0.8440	0.9187
0.4618	8.5	714	0.8610	0.5066	0.8610	0.9279
0.4618	8.5238	716	0.8744	0.5105	0.8744	0.9351
0.4618	8.5476	718	0.8894	0.5151	0.8894	0.9431
0.4618	8.5714	720	0.9158	0.5181	0.9158	0.9570
0.4618	8.5952	722	0.9171	0.5181	0.9171	0.9577
0.4618	8.6190	724	0.9246	0.5173	0.9246	0.9616
0.4618	8.6429	726	0.9163	0.5176	0.9163	0.9572
0.4618	8.6667	728	0.9020	0.5042	0.9020	0.9497
0.4618	8.6905	730	0.8907	0.5049	0.8907	0.9438
0.4618	8.7143	732	0.8818	0.5066	0.8818	0.9391
0.4618	8.7381	734	0.8804	0.5066	0.8804	0.9383
0.4618	8.7619	736	0.8738	0.5066	0.8738	0.9348
0.4618	8.7857	738	0.8810	0.5066	0.8810	0.9386
0.4618	8.8095	740	0.8984	0.4916	0.8984	0.9478
0.4618	8.8333	742	0.8981	0.5019	0.8981	0.9477
0.4618	8.8571	744	0.9053	0.5012	0.9053	0.9515
0.4618	8.8810	746	0.9107	0.5012	0.9107	0.9543
0.4618	8.9048	748	0.9071	0.5012	0.9071	0.9524
0.4618	8.9286	750	0.9074	0.4964	0.9074	0.9526
0.4618	8.9524	752	0.8934	0.4922	0.8934	0.9452
0.4618	8.9762	754	0.8821	0.5057	0.8821	0.9392
0.4618	9.0	756	0.8788	0.5066	0.8788	0.9374
0.4618	9.0238	758	0.8707	0.5015	0.8707	0.9331
0.4618	9.0476	760	0.8776	0.5015	0.8776	0.9368
0.4618	9.0714	762	0.8925	0.5057	0.8925	0.9447
0.4618	9.0952	764	0.9083	0.4929	0.9083	0.9531
0.4618	9.1190	766	0.9225	0.4916	0.9225	0.9605
0.4618	9.1429	768	0.9343	0.4916	0.9343	0.9666
0.4618	9.1667	770	0.9342	0.5012	0.9342	0.9666
0.4618	9.1905	772	0.9423	0.4899	0.9423	0.9707
0.4618	9.2143	774	0.9564	0.4945	0.9564	0.9780
0.4618	9.2381	776	0.9719	0.4991	0.9719	0.9859
0.4618	9.2619	778	0.9820	0.5037	0.9820	0.9910
0.4618	9.2857	780	0.9932	0.5037	0.9932	0.9966
0.4618	9.3095	782	0.9988	0.4925	0.9988	0.9994
0.4618	9.3333	784	0.9955	0.5037	0.9955	0.9977
0.4618	9.3571	786	0.9847	0.5037	0.9847	0.9923
0.4618	9.3810	788	0.9727	0.5037	0.9727	0.9863
0.4618	9.4048	790	0.9600	0.4945	0.9600	0.9798
0.4618	9.4286	792	0.9452	0.4897	0.9452	0.9722
0.4618	9.4524	794	0.9333	0.4800	0.9333	0.9661
0.4618	9.4762	796	0.9213	0.4916	0.9213	0.9599
0.4618	9.5	798	0.9151	0.4916	0.9151	0.9566
0.4618	9.5238	800	0.9144	0.4916	0.9144	0.9563
0.4618	9.5476	802	0.9122	0.4874	0.9122	0.9551
0.4618	9.5714	804	0.9101	0.4874	0.9101	0.9540
0.4618	9.5952	806	0.9127	0.4880	0.9127	0.9554
0.4618	9.6190	808	0.9182	0.4874	0.9182	0.9582
0.4618	9.6429	810	0.9251	0.4916	0.9251	0.9618
0.4618	9.6667	812	0.9282	0.4916	0.9282	0.9634
0.4618	9.6905	814	0.9278	0.4922	0.9278	0.9632
0.4618	9.7143	816	0.9310	0.4856	0.9310	0.9649
0.4618	9.7381	818	0.9320	0.4856	0.9320	0.9654
0.4618	9.7619	820	0.9342	0.4810	0.9342	0.9665
0.4618	9.7857	822	0.9358	0.4859	0.9358	0.9673
0.4618	9.8095	824	0.9387	0.4859	0.9387	0.9688
0.4618	9.8333	826	0.9406	0.4905	0.9406	0.9698
0.4618	9.8571	828	0.9417	0.4905	0.9417	0.9704
0.4618	9.8810	830	0.9421	0.4905	0.9421	0.9706
0.4618	9.9048	832	0.9428	0.4905	0.9428	0.9710
0.4618	9.9286	834	0.9429	0.4905	0.9429	0.9710
0.4618	9.9524	836	0.9422	0.4905	0.9422	0.9707
0.4618	9.9762	838	0.9413	0.4905	0.9413	0.9702
0.4618	10.0	840	0.9411	0.4905	0.9411	0.9701

Framework versions

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