ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k4_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: 0.8741
• Qwk: 0.6846
• Mse: 0.8741
• Rmse: 0.9349

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	0.0952	2	6.8065	0.0116	6.8065	2.6089
No log	0.1905	4	4.3779	0.0325	4.3779	2.0924
No log	0.2857	6	2.8640	0.0755	2.8640	1.6923
No log	0.3810	8	2.3567	0.2238	2.3567	1.5352
No log	0.4762	10	1.7638	0.2364	1.7638	1.3281
No log	0.5714	12	2.0848	0.2069	2.0848	1.4439
No log	0.6667	14	2.2194	0.0984	2.2194	1.4898
No log	0.7619	16	2.3482	-0.0308	2.3482	1.5324
No log	0.8571	18	2.5521	-0.0429	2.5521	1.5975
No log	0.9524	20	2.5585	-0.0282	2.5585	1.5995
No log	1.0476	22	2.0297	0.1475	2.0297	1.4247
No log	1.1429	24	1.5963	0.2727	1.5963	1.2635
No log	1.2381	26	1.5424	0.2909	1.5424	1.2419
No log	1.3333	28	1.5438	0.2075	1.5438	1.2425
No log	1.4286	30	1.6550	0.1905	1.6550	1.2865
No log	1.5238	32	1.9160	0.2333	1.9160	1.3842
No log	1.6190	34	2.1283	0.1333	2.1283	1.4589
No log	1.7143	36	2.0867	0.2308	2.0867	1.4445
No log	1.8095	38	1.8960	0.3140	1.8960	1.3770
No log	1.9048	40	1.8397	0.2857	1.8397	1.3564
No log	2.0	42	1.6505	0.2602	1.6505	1.2847
No log	2.0952	44	1.3869	0.4202	1.3869	1.1777
No log	2.1905	46	1.3789	0.4103	1.3789	1.1742
No log	2.2857	48	1.5598	0.1538	1.5598	1.2489
No log	2.3810	50	1.4546	0.1714	1.4546	1.2061
No log	2.4762	52	1.4585	0.2735	1.4585	1.2077
No log	2.5714	54	1.7171	0.3566	1.7171	1.3104
No log	2.6667	56	1.7862	0.3664	1.7862	1.3365
No log	2.7619	58	1.5179	0.3040	1.5179	1.2320
No log	2.8571	60	1.2541	0.5041	1.2541	1.1199
No log	2.9524	62	1.4863	0.3390	1.4863	1.2191
No log	3.0476	64	1.6300	0.3248	1.6300	1.2767
No log	3.1429	66	1.3614	0.4194	1.3614	1.1668
No log	3.2381	68	1.2960	0.4567	1.2960	1.1384
No log	3.3333	70	1.4316	0.4058	1.4316	1.1965
No log	3.4286	72	1.2106	0.5271	1.2106	1.1003
No log	3.5238	74	1.1634	0.5846	1.1634	1.0786
No log	3.6190	76	1.1402	0.5385	1.1402	1.0678
No log	3.7143	78	1.1048	0.5909	1.1048	1.0511
No log	3.8095	80	1.0441	0.5512	1.0441	1.0218
No log	3.9048	82	1.0481	0.5649	1.0481	1.0237
No log	4.0	84	1.0689	0.5802	1.0689	1.0339
No log	4.0952	86	1.1031	0.5891	1.1031	1.0503
No log	4.1905	88	1.2680	0.4928	1.2680	1.1261
No log	4.2857	90	1.4032	0.4203	1.4032	1.1846
No log	4.3810	92	1.3257	0.4895	1.3257	1.1514
No log	4.4762	94	1.2085	0.5652	1.2085	1.0993
No log	4.5714	96	1.0839	0.5674	1.0839	1.0411
No log	4.6667	98	1.0988	0.5775	1.0988	1.0482
No log	4.7619	100	1.0832	0.5972	1.0832	1.0408
No log	4.8571	102	0.8913	0.6197	0.8913	0.9441
No log	4.9524	104	0.8499	0.6667	0.8499	0.9219
No log	5.0476	106	0.8344	0.6715	0.8344	0.9135
No log	5.1429	108	0.9024	0.6522	0.9024	0.9500
No log	5.2381	110	0.9259	0.6119	0.9259	0.9623
No log	5.3333	112	1.2531	0.5660	1.2531	1.1194
No log	5.4286	114	1.3657	0.5625	1.3657	1.1686
No log	5.5238	116	1.0751	0.5811	1.0751	1.0369
No log	5.6190	118	0.8533	0.6957	0.8533	0.9237
No log	5.7143	120	0.8870	0.6765	0.8870	0.9418
No log	5.8095	122	0.8665	0.6861	0.8665	0.9308
No log	5.9048	124	1.2794	0.5786	1.2794	1.1311
No log	6.0	126	1.6350	0.4211	1.6350	1.2787
No log	6.0952	128	1.6557	0.4211	1.6557	1.2867
No log	6.1905	130	1.3777	0.5419	1.3777	1.1737
No log	6.2857	132	1.0950	0.5414	1.0950	1.0464
No log	6.3810	134	1.1210	0.5	1.1210	1.0588
No log	6.4762	136	1.1409	0.5039	1.1409	1.0681
No log	6.5714	138	1.1810	0.5231	1.1810	1.0867
No log	6.6667	140	1.2600	0.5564	1.2600	1.1225
No log	6.7619	142	1.1974	0.5630	1.1974	1.0942
No log	6.8571	144	1.0902	0.5385	1.0902	1.0441
No log	6.9524	146	1.0456	0.5846	1.0456	1.0225
No log	7.0476	148	1.0190	0.6571	1.0190	1.0094
No log	7.1429	150	0.9474	0.5865	0.9474	0.9733
No log	7.2381	152	1.0217	0.5507	1.0217	1.0108
No log	7.3333	154	1.0939	0.5286	1.0939	1.0459
No log	7.4286	156	1.0640	0.5468	1.0640	1.0315
No log	7.5238	158	1.0773	0.5797	1.0773	1.0379
No log	7.6190	160	1.0866	0.5797	1.0866	1.0424
No log	7.7143	162	1.0030	0.5522	1.0030	1.0015
No log	7.8095	164	1.0009	0.6107	1.0009	1.0005
No log	7.9048	166	1.0010	0.6515	1.0010	1.0005
No log	8.0	168	1.0564	0.6074	1.0564	1.0278
No log	8.0952	170	1.3187	0.5430	1.3187	1.1483
No log	8.1905	172	1.4304	0.5548	1.4304	1.1960
No log	8.2857	174	1.2931	0.5467	1.2931	1.1372
No log	8.3810	176	1.0831	0.5735	1.0831	1.0407
No log	8.4762	178	1.0044	0.5802	1.0044	1.0022
No log	8.5714	180	0.9043	0.6812	0.9043	0.9509
No log	8.6667	182	0.8742	0.6714	0.8742	0.9350
No log	8.7619	184	0.9514	0.625	0.9514	0.9754
No log	8.8571	186	1.0105	0.6143	1.0105	1.0052
No log	8.9524	188	1.0581	0.6154	1.0581	1.0287
No log	9.0476	190	1.0961	0.5571	1.0961	1.0469
No log	9.1429	192	1.1766	0.5362	1.1766	1.0847
No log	9.2381	194	1.2189	0.5362	1.2189	1.1040
No log	9.3333	196	1.1019	0.5571	1.1019	1.0497
No log	9.4286	198	0.9729	0.6429	0.9729	0.9864
No log	9.5238	200	0.9125	0.6912	0.9125	0.9552
No log	9.6190	202	0.8994	0.7111	0.8994	0.9484
No log	9.7143	204	0.9071	0.6950	0.9071	0.9524
No log	9.8095	206	0.9947	0.6087	0.9947	0.9973
No log	9.9048	208	1.0316	0.6029	1.0316	1.0157
No log	10.0	210	1.0182	0.6131	1.0182	1.0091
No log	10.0952	212	0.9799	0.6412	0.9799	0.9899
No log	10.1905	214	0.9779	0.6565	0.9779	0.9889
No log	10.2857	216	1.0066	0.6357	1.0066	1.0033
No log	10.3810	218	1.0849	0.5224	1.0849	1.0416
No log	10.4762	220	1.1821	0.4925	1.1821	1.0872
No log	10.5714	222	1.3089	0.4593	1.3089	1.1441
No log	10.6667	224	1.2783	0.4627	1.2783	1.1306
No log	10.7619	226	1.2037	0.4776	1.2037	1.0971
No log	10.8571	228	1.2047	0.4853	1.2047	1.0976
No log	10.9524	230	1.2763	0.4818	1.2763	1.1297
No log	11.0476	232	1.1560	0.4889	1.1560	1.0752
No log	11.1429	234	1.0260	0.5263	1.0260	1.0129
No log	11.2381	236	0.9280	0.6512	0.9280	0.9633
No log	11.3333	238	0.8942	0.6719	0.8942	0.9456
No log	11.4286	240	0.9320	0.6015	0.9320	0.9654
No log	11.5238	242	1.0560	0.5693	1.0560	1.0276
No log	11.6190	244	1.0599	0.5915	1.0599	1.0295
No log	11.7143	246	1.1468	0.5696	1.1468	1.0709
No log	11.8095	248	1.2134	0.5848	1.2134	1.1015
No log	11.9048	250	1.0610	0.5854	1.0610	1.0300
No log	12.0	252	0.8798	0.6438	0.8798	0.9380
No log	12.0952	254	0.8398	0.6667	0.8398	0.9164
No log	12.1905	256	0.9166	0.6438	0.9166	0.9574
No log	12.2857	258	0.9857	0.6174	0.9857	0.9928
No log	12.3810	260	1.1062	0.5695	1.1062	1.0518
No log	12.4762	262	1.1029	0.5522	1.1029	1.0502
No log	12.5714	264	1.0555	0.6212	1.0555	1.0274
No log	12.6667	266	1.0177	0.6212	1.0177	1.0088
No log	12.7619	268	1.0551	0.5970	1.0551	1.0272
No log	12.8571	270	1.0879	0.5753	1.0879	1.0430
No log	12.9524	272	1.0466	0.5694	1.0466	1.0230
No log	13.0476	274	0.9515	0.5775	0.9515	0.9755
No log	13.1429	276	0.8619	0.6277	0.8619	0.9284
No log	13.2381	278	0.8685	0.6269	0.8685	0.9319
No log	13.3333	280	0.9836	0.5839	0.9836	0.9917
No log	13.4286	282	1.2494	0.5556	1.2494	1.1178
No log	13.5238	284	1.3151	0.4928	1.3151	1.1468
No log	13.6190	286	1.1822	0.5588	1.1822	1.0873
No log	13.7143	288	0.9579	0.5926	0.9579	0.9787
No log	13.8095	290	0.8377	0.7007	0.8377	0.9153
No log	13.9048	292	0.8019	0.7007	0.8019	0.8955
No log	14.0	294	0.7828	0.7007	0.7828	0.8847
No log	14.0952	296	0.8422	0.6525	0.8422	0.9177
No log	14.1905	298	0.9365	0.5882	0.9365	0.9677
No log	14.2857	300	0.9571	0.5857	0.9571	0.9783
No log	14.3810	302	0.9009	0.5882	0.9009	0.9491
No log	14.4762	304	0.8414	0.6715	0.8414	0.9173
No log	14.5714	306	0.8463	0.6423	0.8463	0.9199
No log	14.6667	308	0.8075	0.6866	0.8075	0.8986
No log	14.7619	310	0.8018	0.6667	0.8018	0.8954
No log	14.8571	312	0.7717	0.6812	0.7717	0.8785
No log	14.9524	314	0.7707	0.6619	0.7707	0.8779
No log	15.0476	316	0.8197	0.6853	0.8197	0.9054
No log	15.1429	318	0.9618	0.6625	0.9618	0.9807
No log	15.2381	320	0.9862	0.6875	0.9862	0.9931
No log	15.3333	322	0.8714	0.6667	0.8714	0.9335
No log	15.4286	324	0.8877	0.6131	0.8877	0.9422
No log	15.5238	326	0.8934	0.5970	0.8934	0.9452
No log	15.6190	328	0.9754	0.6443	0.9754	0.9876
No log	15.7143	330	1.1064	0.6265	1.1064	1.0519
No log	15.8095	332	1.1631	0.6	1.1631	1.0785
No log	15.9048	334	1.1054	0.5638	1.1054	1.0514
No log	16.0	336	1.0174	0.5926	1.0174	1.0087
No log	16.0952	338	1.0312	0.6061	1.0312	1.0155
No log	16.1905	340	1.0762	0.5816	1.0762	1.0374
No log	16.2857	342	1.2006	0.6087	1.2006	1.0957
No log	16.3810	344	1.2464	0.6353	1.2464	1.1164
No log	16.4762	346	1.1710	0.6228	1.1710	1.0821
No log	16.5714	348	1.0039	0.6081	1.0039	1.0019
No log	16.6667	350	0.9909	0.5972	0.9909	0.9954
No log	16.7619	352	1.0541	0.5793	1.0541	1.0267
No log	16.8571	354	1.0417	0.5793	1.0417	1.0206
No log	16.9524	356	0.9521	0.6269	0.9521	0.9757
No log	17.0476	358	0.8142	0.6466	0.8142	0.9023
No log	17.1429	360	0.7746	0.6861	0.7746	0.8801
No log	17.2381	362	0.8324	0.6567	0.8324	0.9124
No log	17.3333	364	0.9570	0.6294	0.9570	0.9783
No log	17.4286	366	1.1240	0.6194	1.1240	1.0602
No log	17.5238	368	1.1672	0.6375	1.1672	1.0804
No log	17.6190	370	0.9841	0.6144	0.9841	0.9920
No log	17.7143	372	0.8047	0.6667	0.8047	0.8971
No log	17.8095	374	0.7521	0.7299	0.7521	0.8672
No log	17.9048	376	0.7689	0.7299	0.7689	0.8769
No log	18.0	378	0.8619	0.6331	0.8619	0.9284
No log	18.0952	380	0.9781	0.6335	0.9781	0.9890
No log	18.1905	382	0.9508	0.6242	0.9508	0.9751
No log	18.2857	384	0.8121	0.6759	0.8121	0.9012
No log	18.3810	386	0.7829	0.7299	0.7829	0.8848
No log	18.4762	388	0.8305	0.7050	0.8305	0.9113
No log	18.5714	390	0.8914	0.6241	0.8914	0.9441
No log	18.6667	392	0.9750	0.6	0.9750	0.9874
No log	18.7619	394	0.9823	0.5839	0.9823	0.9911
No log	18.8571	396	0.8995	0.6383	0.8995	0.9484
No log	18.9524	398	0.8345	0.7050	0.8345	0.9135
No log	19.0476	400	0.7696	0.7482	0.7696	0.8772
No log	19.1429	402	0.7423	0.7391	0.7423	0.8616
No log	19.2381	404	0.7595	0.7164	0.7595	0.8715
No log	19.3333	406	0.8930	0.6043	0.8930	0.9450
No log	19.4286	408	1.1725	0.5584	1.1725	1.0828
No log	19.5238	410	1.2507	0.5395	1.2507	1.1183
No log	19.6190	412	1.1386	0.5294	1.1386	1.0671
No log	19.7143	414	0.9950	0.6308	0.9950	0.9975
No log	19.8095	416	0.9512	0.6615	0.9512	0.9753
No log	19.9048	418	0.9599	0.6412	0.9599	0.9798
No log	20.0	420	1.0672	0.56	1.0672	1.0330
No log	20.0952	422	1.1327	0.5897	1.1327	1.0643
No log	20.1905	424	1.1139	0.5578	1.1139	1.0554
No log	20.2857	426	1.0235	0.5672	1.0235	1.0117
No log	20.3810	428	0.9812	0.6212	0.9812	0.9906
No log	20.4762	430	0.9735	0.6412	0.9735	0.9866
No log	20.5714	432	0.9819	0.6412	0.9819	0.9909
No log	20.6667	434	1.0605	0.6015	1.0605	1.0298
No log	20.7619	436	1.2010	0.5352	1.2010	1.0959
No log	20.8571	438	1.1902	0.5170	1.1902	1.0910
No log	20.9524	440	1.0682	0.5612	1.0682	1.0335
No log	21.0476	442	1.0069	0.6029	1.0069	1.0034
No log	21.1429	444	0.9495	0.6176	0.9495	0.9744
No log	21.2381	446	1.0019	0.5970	1.0019	1.0010
No log	21.3333	448	1.0879	0.5630	1.0879	1.0430
No log	21.4286	450	1.1438	0.5522	1.1438	1.0695
No log	21.5238	452	1.1219	0.5970	1.1219	1.0592
No log	21.6190	454	1.1513	0.5816	1.1513	1.0730
No log	21.7143	456	1.1976	0.5503	1.1976	1.0944
No log	21.8095	458	1.1517	0.5541	1.1517	1.0732
No log	21.9048	460	0.9997	0.6331	0.9997	0.9998
No log	22.0	462	0.9012	0.6617	0.9012	0.9493
No log	22.0952	464	0.8799	0.6617	0.8799	0.9380
No log	22.1905	466	0.8624	0.6617	0.8624	0.9286
No log	22.2857	468	0.9168	0.6429	0.9168	0.9575
No log	22.3810	470	0.9887	0.6301	0.9887	0.9943
No log	22.4762	472	1.0030	0.6087	1.0030	1.0015
No log	22.5714	474	0.9752	0.6525	0.9752	0.9875
No log	22.6667	476	0.8874	0.6667	0.8874	0.9420
No log	22.7619	478	0.7841	0.7	0.7841	0.8855
No log	22.8571	480	0.7748	0.6957	0.7748	0.8802
No log	22.9524	482	0.7919	0.7050	0.7919	0.8899
No log	23.0476	484	0.8159	0.7050	0.8159	0.9033
No log	23.1429	486	0.8279	0.7007	0.8279	0.9099
No log	23.2381	488	0.8816	0.6667	0.8816	0.9389
No log	23.3333	490	0.9479	0.6569	0.9479	0.9736
No log	23.4286	492	1.0012	0.6277	1.0012	1.0006
No log	23.5238	494	0.9835	0.6377	0.9835	0.9917
No log	23.6190	496	1.0114	0.5985	1.0114	1.0057
No log	23.7143	498	1.0949	0.5755	1.0949	1.0464
0.4008	23.8095	500	1.1105	0.5735	1.1105	1.0538
0.4008	23.9048	502	1.1335	0.5755	1.1335	1.0647
0.4008	24.0	504	1.1109	0.5874	1.1109	1.0540
0.4008	24.0952	506	1.0803	0.5734	1.0803	1.0394
0.4008	24.1905	508	0.9819	0.5857	0.9819	0.9909
0.4008	24.2857	510	0.9612	0.5734	0.9612	0.9804
0.4008	24.3810	512	1.0327	0.5694	1.0327	1.0162
0.4008	24.4762	514	1.0626	0.6014	1.0626	1.0308
0.4008	24.5714	516	1.0745	0.5957	1.0745	1.0366
0.4008	24.6667	518	1.0399	0.6316	1.0399	1.0198
0.4008	24.7619	520	1.0483	0.6316	1.0483	1.0239
0.4008	24.8571	522	1.0931	0.5857	1.0931	1.0455
0.4008	24.9524	524	1.1483	0.5714	1.1483	1.0716
0.4008	25.0476	526	1.1511	0.5694	1.1511	1.0729
0.4008	25.1429	528	1.0580	0.5775	1.0580	1.0286
0.4008	25.2381	530	0.9735	0.6	0.9735	0.9866
0.4008	25.3333	532	0.8997	0.6434	0.8997	0.9485
0.4008	25.4286	534	0.9023	0.6525	0.9023	0.9499
0.4008	25.5238	536	0.9358	0.6525	0.9358	0.9673
0.4008	25.6190	538	0.9805	0.6014	0.9805	0.9902
0.4008	25.7143	540	1.0152	0.6216	1.0152	1.0076
0.4008	25.8095	542	1.0803	0.6	1.0803	1.0394
0.4008	25.9048	544	1.0503	0.6081	1.0503	1.0249
0.4008	26.0	546	0.9690	0.6056	0.9690	0.9844
0.4008	26.0952	548	0.9006	0.6294	0.9006	0.9490
0.4008	26.1905	550	0.8266	0.6950	0.8266	0.9092
0.4008	26.2857	552	0.7795	0.7183	0.7795	0.8829
0.4008	26.3810	554	0.7860	0.6993	0.7860	0.8866
0.4008	26.4762	556	0.8186	0.6923	0.8186	0.9048
0.4008	26.5714	558	0.8558	0.7059	0.8558	0.9251
0.4008	26.6667	560	0.9673	0.6977	0.9673	0.9835
0.4008	26.7619	562	0.9692	0.6747	0.9692	0.9845
0.4008	26.8571	564	0.9337	0.6301	0.9337	0.9663
0.4008	26.9524	566	0.9191	0.6667	0.9191	0.9587
0.4008	27.0476	568	0.9591	0.6667	0.9591	0.9793
0.4008	27.1429	570	0.9975	0.6119	0.9975	0.9987
0.4008	27.2381	572	1.0292	0.6410	1.0292	1.0145
0.4008	27.3333	574	1.0560	0.6747	1.0560	1.0276
0.4008	27.4286	576	1.0270	0.6747	1.0270	1.0134
0.4008	27.5238	578	0.9247	0.6708	0.9247	0.9616
0.4008	27.6190	580	0.8593	0.6528	0.8593	0.9270
0.4008	27.7143	582	0.8195	0.6815	0.8195	0.9052
0.4008	27.8095	584	0.8285	0.6912	0.8285	0.9102
0.4008	27.9048	586	0.8712	0.6575	0.8712	0.9334
0.4008	28.0	588	0.9381	0.6081	0.9381	0.9686
0.4008	28.0952	590	0.9841	0.6081	0.9841	0.9920
0.4008	28.1905	592	0.9433	0.6475	0.9433	0.9712
0.4008	28.2857	594	0.8930	0.7111	0.8930	0.9450
0.4008	28.3810	596	0.8304	0.6963	0.8304	0.9112
0.4008	28.4762	598	0.8090	0.6809	0.8090	0.8995
0.4008	28.5714	600	0.8210	0.7020	0.8210	0.9061
0.4008	28.6667	602	0.8137	0.7205	0.8137	0.9021
0.4008	28.7619	604	0.7678	0.7089	0.7678	0.8763
0.4008	28.8571	606	0.7691	0.6968	0.7691	0.8770
0.4008	28.9524	608	0.8064	0.6974	0.8064	0.8980
0.4008	29.0476	610	0.8418	0.7020	0.8418	0.9175
0.4008	29.1429	612	0.8747	0.6795	0.8747	0.9353
0.4008	29.2381	614	0.9368	0.6323	0.9368	0.9679
0.4008	29.3333	616	0.9580	0.6216	0.9580	0.9788
0.4008	29.4286	618	0.9244	0.6619	0.9244	0.9615
0.4008	29.5238	620	0.8911	0.6857	0.8911	0.9440
0.4008	29.6190	622	0.8402	0.6803	0.8402	0.9166
0.4008	29.7143	624	0.8058	0.6892	0.8058	0.8977
0.4008	29.8095	626	0.7694	0.6980	0.7694	0.8771
0.4008	29.9048	628	0.7463	0.7067	0.7463	0.8639
0.4008	30.0	630	0.7478	0.7067	0.7478	0.8647
0.4008	30.0952	632	0.7514	0.7027	0.7514	0.8668
0.4008	30.1905	634	0.7364	0.7027	0.7364	0.8581
0.4008	30.2857	636	0.7431	0.6950	0.7431	0.8620
0.4008	30.3810	638	0.7792	0.7183	0.7792	0.8827
0.4008	30.4762	640	0.8241	0.6950	0.8241	0.9078
0.4008	30.5714	642	0.8742	0.6803	0.8742	0.9350
0.4008	30.6667	644	0.9054	0.6623	0.9054	0.9515
0.4008	30.7619	646	0.8913	0.6792	0.8913	0.9441
0.4008	30.8571	648	0.9013	0.6667	0.9013	0.9494
0.4008	30.9524	650	0.8862	0.7117	0.8862	0.9414
0.4008	31.0476	652	0.8407	0.7	0.8407	0.9169
0.4008	31.1429	654	0.8237	0.6883	0.8237	0.9076
0.4008	31.2381	656	0.8097	0.6571	0.8097	0.8999
0.4008	31.3333	658	0.7964	0.6571	0.7964	0.8924
0.4008	31.4286	660	0.8722	0.6710	0.8722	0.9339
0.4008	31.5238	662	1.0046	0.6829	1.0046	1.0023
0.4008	31.6190	664	1.1564	0.6627	1.1564	1.0754
0.4008	31.7143	666	1.2067	0.6220	1.2067	1.0985
0.4008	31.8095	668	1.1440	0.6184	1.1440	1.0696
0.4008	31.9048	670	1.0107	0.6143	1.0107	1.0053
0.4008	32.0	672	0.9233	0.6423	0.9233	0.9609
0.4008	32.0952	674	0.8393	0.6812	0.8393	0.9161
0.4008	32.1905	676	0.8506	0.6763	0.8506	0.9223
0.4008	32.2857	678	0.9295	0.6389	0.9295	0.9641
0.4008	32.3810	680	0.9964	0.6443	0.9964	0.9982
0.4008	32.4762	682	0.9458	0.6536	0.9458	0.9725
0.4008	32.5714	684	0.8894	0.6752	0.8894	0.9431
0.4008	32.6667	686	0.8409	0.6752	0.8409	0.9170
0.4008	32.7619	688	0.8626	0.6875	0.8626	0.9288
0.4008	32.8571	690	0.8111	0.7037	0.8111	0.9006
0.4008	32.9524	692	0.7698	0.7117	0.7698	0.8774
0.4008	33.0476	694	0.7878	0.6918	0.7878	0.8876
0.4008	33.1429	696	0.8197	0.6849	0.8197	0.9054
0.4008	33.2381	698	0.8490	0.6759	0.8490	0.9214
0.4008	33.3333	700	0.8550	0.6759	0.8550	0.9247
0.4008	33.4286	702	0.8491	0.6759	0.8491	0.9215
0.4008	33.5238	704	0.8514	0.6573	0.8514	0.9227
0.4008	33.6190	706	0.8258	0.7006	0.8258	0.9088
0.4008	33.7143	708	0.7983	0.7013	0.7983	0.8935
0.4008	33.8095	710	0.8173	0.6839	0.8173	0.9041
0.4008	33.9048	712	0.8463	0.6752	0.8463	0.9200
0.4008	34.0	714	0.8454	0.6875	0.8454	0.9195
0.4008	34.0952	716	0.8396	0.6875	0.8396	0.9163
0.4008	34.1905	718	0.8058	0.6752	0.8058	0.8976
0.4008	34.2857	720	0.7947	0.6939	0.7947	0.8915
0.4008	34.3810	722	0.7728	0.6950	0.7728	0.8791
0.4008	34.4762	724	0.8042	0.6667	0.8042	0.8968
0.4008	34.5714	726	0.8626	0.6667	0.8626	0.9288
0.4008	34.6667	728	0.9650	0.6875	0.9650	0.9823
0.4008	34.7619	730	1.0565	0.6203	1.0565	1.0279
0.4008	34.8571	732	1.0986	0.6335	1.0986	1.0481
0.4008	34.9524	734	1.0463	0.6203	1.0463	1.0229
0.4008	35.0476	736	0.9589	0.6452	0.9589	0.9792
0.4008	35.1429	738	0.8641	0.6575	0.8641	0.9296
0.4008	35.2381	740	0.8403	0.6713	0.8403	0.9167
0.4008	35.3333	742	0.8586	0.6918	0.8586	0.9266
0.4008	35.4286	744	0.9268	0.6708	0.9268	0.9627
0.4008	35.5238	746	1.0000	0.6415	1.0000	1.0000
0.4008	35.6190	748	1.0084	0.6415	1.0084	1.0042
0.4008	35.7143	750	0.9903	0.6415	0.9903	0.9951
0.4008	35.8095	752	0.9142	0.6748	0.9142	0.9561
0.4008	35.9048	754	0.8279	0.7037	0.8279	0.9099
0.4008	36.0	756	0.7745	0.6994	0.7745	0.8800
0.4008	36.0952	758	0.7670	0.6994	0.7670	0.8758
0.4008	36.1905	760	0.8111	0.7219	0.8111	0.9006
0.4008	36.2857	762	0.9102	0.7209	0.9102	0.9540
0.4008	36.3810	764	0.9528	0.6905	0.9528	0.9761
0.4008	36.4762	766	0.9535	0.6708	0.9535	0.9765
0.4008	36.5714	768	0.9782	0.6225	0.9782	0.9890
0.4008	36.6667	770	1.0356	0.6093	1.0356	1.0177
0.4008	36.7619	772	1.0894	0.6463	1.0894	1.0438
0.4008	36.8571	774	1.1198	0.6463	1.1198	1.0582
0.4008	36.9524	776	1.0791	0.6784	1.0791	1.0388
0.4008	37.0476	778	0.9982	0.6936	0.9982	0.9991
0.4008	37.1429	780	0.9186	0.7059	0.9186	0.9584
0.4008	37.2381	782	0.8828	0.6829	0.8828	0.9396
0.4008	37.3333	784	0.8490	0.6667	0.8490	0.9214
0.4008	37.4286	786	0.8506	0.6667	0.8506	0.9223
0.4008	37.5238	788	0.8857	0.6829	0.8857	0.9411
0.4008	37.6190	790	0.9233	0.7168	0.9233	0.9609
0.4008	37.7143	792	0.9827	0.6824	0.9827	0.9913
0.4008	37.8095	794	1.0998	0.6667	1.0998	1.0487
0.4008	37.9048	796	1.2104	0.6118	1.2104	1.1002
0.4008	38.0	798	1.2359	0.6118	1.2359	1.1117
0.4008	38.0952	800	1.1623	0.6467	1.1623	1.0781
0.4008	38.1905	802	1.0668	0.6667	1.0668	1.0329
0.4008	38.2857	804	0.9722	0.6824	0.9722	0.9860
0.4008	38.3810	806	0.8740	0.7024	0.8740	0.9349
0.4008	38.4762	808	0.8086	0.6832	0.8086	0.8992
0.4008	38.5714	810	0.8082	0.6579	0.8082	0.8990
0.4008	38.6667	812	0.8565	0.6538	0.8565	0.9255
0.4008	38.7619	814	0.9258	0.6329	0.9258	0.9622
0.4008	38.8571	816	0.9555	0.6460	0.9555	0.9775
0.4008	38.9524	818	0.9684	0.6667	0.9684	0.9841
0.4008	39.0476	820	0.9218	0.6708	0.9218	0.9601
0.4008	39.1429	822	0.8811	0.6581	0.8811	0.9387
0.4008	39.2381	824	0.8715	0.6752	0.8715	0.9335
0.4008	39.3333	826	0.8710	0.6914	0.8710	0.9333
0.4008	39.4286	828	0.8993	0.7143	0.8993	0.9483
0.4008	39.5238	830	0.9273	0.6946	0.9273	0.9629
0.4008	39.6190	832	0.9287	0.6946	0.9287	0.9637
0.4008	39.7143	834	0.9351	0.6582	0.9351	0.9670
0.4008	39.8095	836	0.9864	0.6	0.9864	0.9932
0.4008	39.9048	838	1.0022	0.5985	1.0022	1.0011
0.4008	40.0	840	1.0120	0.5985	1.0120	1.0060
0.4008	40.0952	842	0.9997	0.5985	0.9997	0.9999
0.4008	40.1905	844	0.9851	0.5985	0.9851	0.9925
0.4008	40.2857	846	0.9753	0.6282	0.9753	0.9876
0.4008	40.3810	848	0.9357	0.6708	0.9357	0.9673
0.4008	40.4762	850	0.8906	0.6905	0.8906	0.9437
0.4008	40.5714	852	0.8711	0.6905	0.8711	0.9333
0.4008	40.6667	854	0.8983	0.6788	0.8983	0.9478
0.4008	40.7619	856	0.9259	0.6667	0.9259	0.9622
0.4008	40.8571	858	0.9205	0.6452	0.9205	0.9594
0.4008	40.9524	860	0.9481	0.6174	0.9481	0.9737
0.4008	41.0476	862	0.9860	0.6133	0.9860	0.9930
0.4008	41.1429	864	1.0197	0.6133	1.0197	1.0098
0.4008	41.2381	866	1.0755	0.6133	1.0756	1.0371
0.4008	41.3333	868	1.0736	0.6133	1.0736	1.0361
0.4008	41.4286	870	1.0942	0.6133	1.0942	1.0460
0.4008	41.5238	872	1.1241	0.6154	1.1241	1.0602
0.4008	41.6190	874	1.1082	0.6242	1.1082	1.0527
0.4008	41.7143	876	1.0426	0.6144	1.0426	1.0211
0.4008	41.8095	878	0.9766	0.6093	0.9766	0.9882
0.4008	41.9048	880	0.9219	0.6345	0.9219	0.9602
0.4008	42.0	882	0.9034	0.6423	0.9034	0.9505
0.4008	42.0952	884	0.9240	0.6423	0.9240	0.9613
0.4008	42.1905	886	0.9715	0.6099	0.9715	0.9856
0.4008	42.2857	888	1.0759	0.6104	1.0759	1.0373
0.4008	42.3810	890	1.1750	0.6182	1.1750	1.0840
0.4008	42.4762	892	1.2114	0.6433	1.2114	1.1006
0.4008	42.5714	894	1.1988	0.6433	1.1988	1.0949
0.4008	42.6667	896	1.1494	0.6587	1.1494	1.0721
0.4008	42.7619	898	1.0405	0.6503	1.0405	1.0201
0.4008	42.8571	900	0.9801	0.6329	0.9801	0.9900
0.4008	42.9524	902	0.9295	0.6323	0.9295	0.9641
0.4008	43.0476	904	0.9235	0.6184	0.9235	0.9610
0.4008	43.1429	906	0.9527	0.6323	0.9527	0.9761
0.4008	43.2381	908	1.0213	0.6460	1.0213	1.0106
0.4008	43.3333	910	1.0751	0.6667	1.0751	1.0369
0.4008	43.4286	912	1.0835	0.6667	1.0835	1.0409
0.4008	43.5238	914	1.0235	0.6329	1.0235	1.0117
0.4008	43.6190	916	0.9967	0.6184	0.9967	0.9984
0.4008	43.7143	918	0.9853	0.6207	0.9853	0.9926
0.4008	43.8095	920	0.9963	0.6216	0.9963	0.9982
0.4008	43.9048	922	0.9787	0.64	0.9787	0.9893
0.4008	44.0	924	0.9523	0.6623	0.9523	0.9759
0.4008	44.0952	926	0.9650	0.65	0.9650	0.9824
0.4008	44.1905	928	0.9502	0.6946	0.9502	0.9748
0.4008	44.2857	930	0.9799	0.6747	0.9799	0.9899
0.4008	44.3810	932	1.0304	0.6784	1.0304	1.0151
0.4008	44.4762	934	1.1036	0.6784	1.1036	1.0505
0.4008	44.5714	936	1.1034	0.6587	1.1034	1.0504
0.4008	44.6667	938	1.0648	0.6543	1.0648	1.0319
0.4008	44.7619	940	1.0061	0.6187	1.0061	1.0031
0.4008	44.8571	942	0.9731	0.6087	0.9731	0.9865
0.4008	44.9524	944	0.9424	0.6667	0.9424	0.9708
0.4008	45.0476	946	0.9127	0.6667	0.9127	0.9554
0.4008	45.1429	948	0.9049	0.6767	0.9049	0.9512
0.4008	45.2381	950	0.9283	0.6525	0.9283	0.9635
0.4008	45.3333	952	0.9950	0.6497	0.9950	0.9975
0.4008	45.4286	954	1.0755	0.6784	1.0755	1.0371
0.4008	45.5238	956	1.0858	0.6784	1.0858	1.0420
0.4008	45.6190	958	1.0360	0.6545	1.0360	1.0179
0.4008	45.7143	960	0.9723	0.6443	0.9723	0.9860
0.4008	45.8095	962	0.9294	0.6619	0.9294	0.9641
0.4008	45.9048	964	0.9064	0.6716	0.9064	0.9521
0.4008	46.0	966	0.8917	0.6917	0.8917	0.9443
0.4008	46.0952	968	0.8595	0.6963	0.8595	0.9271
0.4008	46.1905	970	0.8346	0.7206	0.8346	0.9136
0.4008	46.2857	972	0.8307	0.7299	0.8307	0.9114
0.4008	46.3810	974	0.8582	0.6950	0.8582	0.9264
0.4008	46.4762	976	0.9227	0.6579	0.9227	0.9606
0.4008	46.5714	978	0.9861	0.6788	0.9861	0.9930
0.4008	46.6667	980	1.0243	0.6864	1.0243	1.0121
0.4008	46.7619	982	1.0236	0.6867	1.0236	1.0117
0.4008	46.8571	984	0.9775	0.6667	0.9775	0.9887
0.4008	46.9524	986	0.9445	0.6405	0.9445	0.9719
0.4008	47.0476	988	0.9043	0.6950	0.9043	0.9510
0.4008	47.1429	990	0.8503	0.6901	0.8503	0.9221
0.4008	47.2381	992	0.7892	0.7050	0.7892	0.8884
0.4008	47.3333	994	0.7564	0.6892	0.7564	0.8697
0.4008	47.4286	996	0.7434	0.7013	0.7434	0.8622
0.4008	47.5238	998	0.7594	0.7239	0.7594	0.8715
0.0601	47.6190	1000	0.8250	0.7337	0.8250	0.9083
0.0601	47.7143	1002	0.8848	0.7229	0.8848	0.9406
0.0601	47.8095	1004	0.9053	0.7160	0.9053	0.9515
0.0601	47.9048	1006	0.9052	0.7089	0.9052	0.9514
0.0601	48.0	1008	0.8809	0.6974	0.8809	0.9386
0.0601	48.0952	1010	0.8741	0.6846	0.8741	0.9349

Framework versions

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