ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k17_task5_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.9532
• Qwk: 0.5882
• Mse: 0.9532
• Rmse: 0.9763

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	0.025	2	2.3463	-0.0109	2.3463	1.5318
No log	0.05	4	1.7112	0.1484	1.7112	1.3081
No log	0.075	6	1.8127	-0.0356	1.8127	1.3464
No log	0.1	8	1.7786	-0.0407	1.7786	1.3336
No log	0.125	10	1.5883	0.0847	1.5883	1.2603
No log	0.15	12	1.5198	0.1266	1.5198	1.2328
No log	0.175	14	1.4634	0.1266	1.4634	1.2097
No log	0.2	16	1.3990	0.1446	1.3990	1.1828
No log	0.225	18	1.3861	0.2102	1.3861	1.1773
No log	0.25	20	1.3812	0.2255	1.3812	1.1753
No log	0.275	22	1.3793	0.2781	1.3793	1.1744
No log	0.3	24	1.3066	0.2833	1.3066	1.1431
No log	0.325	26	1.2486	0.3013	1.2486	1.1174
No log	0.35	28	1.2212	0.3587	1.2212	1.1051
No log	0.375	30	1.2010	0.3845	1.2010	1.0959
No log	0.4	32	1.1865	0.3548	1.1865	1.0893
No log	0.425	34	1.1930	0.3185	1.1930	1.0922
No log	0.45	36	1.2105	0.3567	1.2105	1.1002
No log	0.475	38	1.1666	0.3401	1.1666	1.0801
No log	0.5	40	1.1387	0.3495	1.1387	1.0671
No log	0.525	42	1.1548	0.3099	1.1548	1.0746
No log	0.55	44	1.1910	0.2407	1.1910	1.0913
No log	0.575	46	1.2251	0.2991	1.2251	1.1068
No log	0.6	48	1.1778	0.3119	1.1778	1.0853
No log	0.625	50	1.1440	0.2922	1.1440	1.0696
No log	0.65	52	1.1348	0.2874	1.1348	1.0653
No log	0.675	54	1.1408	0.3098	1.1408	1.0681
No log	0.7	56	1.1598	0.3294	1.1598	1.0769
No log	0.725	58	1.1703	0.3194	1.1703	1.0818
No log	0.75	60	1.1731	0.3562	1.1731	1.0831
No log	0.775	62	1.1498	0.3635	1.1498	1.0723
No log	0.8	64	1.1208	0.3759	1.1208	1.0587
No log	0.825	66	1.0963	0.4341	1.0963	1.0470
No log	0.85	68	1.0758	0.4341	1.0758	1.0372
No log	0.875	70	1.0600	0.3788	1.0600	1.0296
No log	0.9	72	1.0212	0.4495	1.0212	1.0106
No log	0.925	74	1.0058	0.4933	1.0058	1.0029
No log	0.95	76	0.9936	0.5035	0.9936	0.9968
No log	0.975	78	0.9822	0.4959	0.9822	0.9911
No log	1.0	80	1.0028	0.4473	1.0028	1.0014
No log	1.025	82	0.9755	0.4946	0.9755	0.9877
No log	1.05	84	0.9588	0.5027	0.9588	0.9792
No log	1.075	86	0.9523	0.4992	0.9523	0.9759
No log	1.1	88	0.9569	0.5235	0.9569	0.9782
No log	1.125	90	1.0552	0.5359	1.0552	1.0272
No log	1.15	92	1.0536	0.5599	1.0536	1.0264
No log	1.175	94	0.9585	0.5456	0.9585	0.9790
No log	1.2	96	0.8984	0.5501	0.8984	0.9479
No log	1.225	98	0.8881	0.5121	0.8881	0.9424
No log	1.25	100	0.8932	0.5445	0.8932	0.9451
No log	1.275	102	0.9944	0.5813	0.9944	0.9972
No log	1.3	104	1.1076	0.5319	1.1076	1.0524
No log	1.325	106	1.0668	0.5280	1.0668	1.0329
No log	1.35	108	0.9259	0.5495	0.9259	0.9623
No log	1.375	110	0.9486	0.5408	0.9486	0.9740
No log	1.4	112	0.9753	0.4804	0.9753	0.9876
No log	1.425	114	0.9646	0.5069	0.9646	0.9821
No log	1.45	116	0.9209	0.5259	0.9209	0.9596
No log	1.475	118	0.9323	0.5518	0.9323	0.9656
No log	1.5	120	1.0001	0.5782	1.0001	1.0000
No log	1.525	122	0.9992	0.5545	0.9992	0.9996
No log	1.55	124	1.0704	0.5297	1.0704	1.0346
No log	1.575	126	1.1210	0.5247	1.1210	1.0588
No log	1.6	128	1.1000	0.5158	1.1000	1.0488
No log	1.625	130	0.9599	0.5806	0.9599	0.9797
No log	1.65	132	0.8758	0.6229	0.8758	0.9358
No log	1.675	134	0.8950	0.5903	0.8950	0.9461
No log	1.7	136	0.9460	0.5979	0.9460	0.9726
No log	1.725	138	0.9831	0.5767	0.9831	0.9915
No log	1.75	140	0.9630	0.5995	0.9630	0.9813
No log	1.775	142	0.9994	0.5776	0.9994	0.9997
No log	1.8	144	1.0100	0.5989	1.0100	1.0050
No log	1.825	146	0.9663	0.5716	0.9663	0.9830
No log	1.85	148	0.9358	0.5391	0.9358	0.9674
No log	1.875	150	0.9684	0.5227	0.9684	0.9841
No log	1.9	152	1.0123	0.4811	1.0123	1.0061
No log	1.925	154	1.0892	0.5194	1.0892	1.0436
No log	1.95	156	1.1150	0.5386	1.1150	1.0560
No log	1.975	158	1.1137	0.5053	1.1137	1.0553
No log	2.0	160	1.0381	0.5546	1.0381	1.0189
No log	2.025	162	0.9548	0.5653	0.9548	0.9771
No log	2.05	164	0.9243	0.5687	0.9243	0.9614
No log	2.075	166	0.9481	0.5892	0.9481	0.9737
No log	2.1	168	1.0969	0.5483	1.0969	1.0473
No log	2.125	170	1.1177	0.5811	1.1177	1.0572
No log	2.15	172	0.9530	0.5974	0.9530	0.9762
No log	2.175	174	0.8523	0.6186	0.8523	0.9232
No log	2.2	176	0.8296	0.6235	0.8296	0.9108
No log	2.225	178	0.8757	0.6453	0.8757	0.9358
No log	2.25	180	0.9148	0.6165	0.9148	0.9564
No log	2.275	182	0.9438	0.5815	0.9438	0.9715
No log	2.3	184	0.8926	0.6088	0.8926	0.9448
No log	2.325	186	0.9144	0.5805	0.9144	0.9562
No log	2.35	188	0.9791	0.6011	0.9791	0.9895
No log	2.375	190	0.9838	0.6130	0.9838	0.9919
No log	2.4	192	0.9486	0.5988	0.9486	0.9740
No log	2.425	194	0.9870	0.5987	0.9870	0.9935
No log	2.45	196	1.0947	0.5788	1.0947	1.0463
No log	2.475	198	1.0756	0.5448	1.0756	1.0371
No log	2.5	200	0.9714	0.5427	0.9714	0.9856
No log	2.525	202	0.9346	0.5275	0.9346	0.9668
No log	2.55	204	0.9424	0.5352	0.9424	0.9708
No log	2.575	206	1.0082	0.5158	1.0082	1.0041
No log	2.6	208	1.1357	0.5295	1.1357	1.0657
No log	2.625	210	1.1021	0.5201	1.1021	1.0498
No log	2.65	212	1.0517	0.5112	1.0517	1.0255
No log	2.675	214	1.0114	0.5327	1.0114	1.0057
No log	2.7	216	0.9293	0.5541	0.9293	0.9640
No log	2.725	218	0.8924	0.5960	0.8924	0.9447
No log	2.75	220	0.8815	0.6173	0.8815	0.9389
No log	2.775	222	0.9048	0.6339	0.9048	0.9512
No log	2.8	224	0.9781	0.6451	0.9781	0.9890
No log	2.825	226	0.9683	0.6372	0.9683	0.9840
No log	2.85	228	0.9254	0.6146	0.9254	0.9620
No log	2.875	230	0.8876	0.6113	0.8876	0.9421
No log	2.9	232	0.8940	0.6157	0.8940	0.9455
No log	2.925	234	0.9458	0.6046	0.9458	0.9725
No log	2.95	236	1.0015	0.5720	1.0015	1.0008
No log	2.975	238	0.9496	0.5306	0.9496	0.9745
No log	3.0	240	0.8952	0.6047	0.8952	0.9462
No log	3.025	242	0.9240	0.5522	0.9240	0.9613
No log	3.05	244	0.9922	0.5585	0.9922	0.9961
No log	3.075	246	0.9731	0.5472	0.9731	0.9864
No log	3.1	248	0.9626	0.5472	0.9626	0.9811
No log	3.125	250	0.9380	0.5705	0.9380	0.9685
No log	3.15	252	0.8619	0.5960	0.8619	0.9284
No log	3.175	254	0.8349	0.6157	0.8349	0.9137
No log	3.2	256	0.8513	0.6079	0.8513	0.9227
No log	3.225	258	0.9497	0.6115	0.9497	0.9745
No log	3.25	260	1.1104	0.5799	1.1104	1.0538
No log	3.275	262	1.0940	0.5953	1.0940	1.0459
No log	3.3	264	0.9315	0.6363	0.9315	0.9651
No log	3.325	266	0.8204	0.6136	0.8204	0.9058
No log	3.35	268	0.8264	0.6109	0.8264	0.9091
No log	3.375	270	0.9094	0.6282	0.9094	0.9536
No log	3.4	272	1.0373	0.5632	1.0373	1.0185
No log	3.425	274	1.0336	0.5606	1.0336	1.0166
No log	3.45	276	0.9481	0.5536	0.9481	0.9737
No log	3.475	278	0.9821	0.5661	0.9821	0.9910
No log	3.5	280	1.0097	0.5757	1.0097	1.0048
No log	3.525	282	0.9812	0.5861	0.9812	0.9906
No log	3.55	284	0.9302	0.5545	0.9302	0.9645
No log	3.575	286	0.9105	0.5557	0.9105	0.9542
No log	3.6	288	0.8672	0.6165	0.8672	0.9312
No log	3.625	290	0.8812	0.6278	0.8812	0.9387
No log	3.65	292	0.9456	0.6289	0.9456	0.9724
No log	3.675	294	0.9111	0.6400	0.9111	0.9545
No log	3.7	296	0.8155	0.6422	0.8155	0.9030
No log	3.725	298	0.7878	0.6578	0.7878	0.8876
No log	3.75	300	0.7494	0.6579	0.7494	0.8657
No log	3.775	302	0.7623	0.6423	0.7623	0.8731
No log	3.8	304	0.7967	0.6580	0.7967	0.8926
No log	3.825	306	0.8491	0.6481	0.8491	0.9215
No log	3.85	308	0.8132	0.6415	0.8132	0.9018
No log	3.875	310	0.8286	0.6487	0.8286	0.9103
No log	3.9	312	0.8146	0.6415	0.8146	0.9025
No log	3.925	314	0.7822	0.6262	0.7822	0.8844
No log	3.95	316	0.7723	0.6529	0.7723	0.8788
No log	3.975	318	0.8129	0.6416	0.8129	0.9016
No log	4.0	320	0.9127	0.6158	0.9127	0.9553
No log	4.025	322	0.9169	0.6177	0.9169	0.9576
No log	4.05	324	0.9522	0.6067	0.9522	0.9758
No log	4.075	326	1.0005	0.6036	1.0005	1.0003
No log	4.1	328	0.9340	0.6086	0.9340	0.9665
No log	4.125	330	0.8906	0.6203	0.8906	0.9437
No log	4.15	332	0.9030	0.6076	0.9030	0.9503
No log	4.175	334	0.8958	0.6061	0.8958	0.9465
No log	4.2	336	0.8862	0.6229	0.8862	0.9414
No log	4.225	338	0.9699	0.6395	0.9699	0.9849
No log	4.25	340	0.9964	0.6318	0.9964	0.9982
No log	4.275	342	0.9437	0.6558	0.9437	0.9714
No log	4.3	344	0.8667	0.6843	0.8667	0.9310
No log	4.325	346	0.8277	0.6635	0.8277	0.9098
No log	4.35	348	0.8671	0.6719	0.8671	0.9312
No log	4.375	350	0.9510	0.6598	0.9510	0.9752
No log	4.4	352	0.9656	0.6672	0.9656	0.9827
No log	4.425	354	0.8800	0.6712	0.8800	0.9381
No log	4.45	356	0.7972	0.6445	0.7972	0.8929
No log	4.475	358	0.7879	0.6353	0.7879	0.8877
No log	4.5	360	0.8402	0.6324	0.8402	0.9166
No log	4.525	362	0.9529	0.6532	0.9529	0.9762
No log	4.55	364	0.9724	0.6484	0.9724	0.9861
No log	4.575	366	0.9188	0.6387	0.9188	0.9585
No log	4.6	368	0.9651	0.6509	0.9651	0.9824
No log	4.625	370	0.9421	0.6418	0.9421	0.9706
No log	4.65	372	0.8391	0.6373	0.8391	0.9160
No log	4.675	374	0.8132	0.5952	0.8132	0.9018
No log	4.7	376	0.8790	0.6130	0.8790	0.9376
No log	4.725	378	1.0087	0.6360	1.0087	1.0044
No log	4.75	380	1.0850	0.6231	1.0850	1.0416
No log	4.775	382	1.0350	0.6181	1.0350	1.0174
No log	4.8	384	0.9370	0.6284	0.9370	0.9680
No log	4.825	386	0.8771	0.6428	0.8771	0.9366
No log	4.85	388	0.8893	0.6383	0.8893	0.9430
No log	4.875	390	0.9440	0.6401	0.9440	0.9716
No log	4.9	392	0.9621	0.6266	0.9621	0.9809
No log	4.925	394	0.9669	0.6236	0.9669	0.9833
No log	4.95	396	0.9279	0.6349	0.9279	0.9633
No log	4.975	398	0.9211	0.6289	0.9211	0.9597
No log	5.0	400	0.9498	0.6080	0.9498	0.9746
No log	5.025	402	1.0116	0.5834	1.0116	1.0058
No log	5.05	404	1.0455	0.5982	1.0455	1.0225
No log	5.075	406	0.9891	0.5921	0.9891	0.9945
No log	5.1	408	0.9098	0.5731	0.9098	0.9538
No log	5.125	410	0.8725	0.6058	0.8725	0.9341
No log	5.15	412	0.8661	0.6215	0.8661	0.9306
No log	5.175	414	0.8981	0.5873	0.8981	0.9477
No log	5.2	416	0.9721	0.5947	0.9721	0.9859
No log	5.225	418	1.0324	0.6032	1.0324	1.0161
No log	5.25	420	0.9848	0.6195	0.9848	0.9924
No log	5.275	422	0.8813	0.6407	0.8813	0.9388
No log	5.3	424	0.8190	0.6309	0.8190	0.9050
No log	5.325	426	0.8268	0.6508	0.8268	0.9093
No log	5.35	428	0.8982	0.6444	0.8982	0.9477
No log	5.375	430	1.0200	0.6417	1.0200	1.0099
No log	5.4	432	1.1043	0.5941	1.1043	1.0509
No log	5.425	434	1.0913	0.5822	1.0913	1.0447
No log	5.45	436	1.0682	0.5869	1.0682	1.0335
No log	5.475	438	0.9892	0.5781	0.9892	0.9946
No log	5.5	440	0.9674	0.6009	0.9674	0.9836
No log	5.525	442	0.9351	0.5769	0.9351	0.9670
No log	5.55	444	0.9520	0.5745	0.9520	0.9757
No log	5.575	446	0.9665	0.5865	0.9665	0.9831
No log	5.6	448	1.0237	0.6008	1.0237	1.0118
No log	5.625	450	1.1047	0.5930	1.1047	1.0511
No log	5.65	452	1.1211	0.6058	1.1211	1.0588
No log	5.675	454	1.0739	0.6223	1.0739	1.0363
No log	5.7	456	1.0680	0.6223	1.0680	1.0335
No log	5.725	458	1.1332	0.6042	1.1332	1.0645
No log	5.75	460	1.0800	0.6106	1.0800	1.0392
No log	5.775	462	0.9971	0.6502	0.9971	0.9985
No log	5.8	464	0.9712	0.6510	0.9712	0.9855
No log	5.825	466	1.0193	0.6263	1.0193	1.0096
No log	5.85	468	1.0499	0.5978	1.0499	1.0247
No log	5.875	470	1.1134	0.5811	1.1134	1.0552
No log	5.9	472	1.1121	0.5702	1.1121	1.0546
No log	5.925	474	1.0777	0.5679	1.0777	1.0381
No log	5.95	476	1.0217	0.5747	1.0217	1.0108
No log	5.975	478	1.0387	0.5747	1.0387	1.0192
No log	6.0	480	1.0056	0.5770	1.0056	1.0028
No log	6.025	482	0.9657	0.5886	0.9657	0.9827
No log	6.05	484	0.9301	0.5972	0.9301	0.9644
No log	6.075	486	0.9398	0.6103	0.9398	0.9694
No log	6.1	488	0.9808	0.6029	0.9808	0.9904
No log	6.125	490	1.0871	0.5935	1.0871	1.0426
No log	6.15	492	1.1792	0.5890	1.1792	1.0859
No log	6.175	494	1.1831	0.5890	1.1831	1.0877
No log	6.2	496	1.1034	0.5811	1.1034	1.0504
No log	6.225	498	1.0692	0.6103	1.0692	1.0340
0.3739	6.25	500	1.0440	0.6003	1.0440	1.0217
0.3739	6.275	502	0.9813	0.5899	0.9813	0.9906
0.3739	6.3	504	0.9673	0.5961	0.9673	0.9835
0.3739	6.325	506	1.0264	0.5917	1.0264	1.0131
0.3739	6.35	508	1.0853	0.6043	1.0853	1.0418
0.3739	6.375	510	1.1337	0.5737	1.1337	1.0648
0.3739	6.4	512	1.0930	0.5556	1.0930	1.0455
0.3739	6.425	514	1.0257	0.5770	1.0257	1.0128
0.3739	6.45	516	0.9326	0.5606	0.9326	0.9657
0.3739	6.475	518	0.8815	0.6162	0.8815	0.9389
0.3739	6.5	520	0.8786	0.6278	0.8786	0.9374
0.3739	6.525	522	0.9182	0.5706	0.9182	0.9583
0.3739	6.55	524	0.9437	0.6030	0.9437	0.9714
0.3739	6.575	526	0.9258	0.6068	0.9258	0.9622
0.3739	6.6	528	0.9210	0.6068	0.9210	0.9597
0.3739	6.625	530	0.9470	0.6250	0.9470	0.9732
0.3739	6.65	532	0.9945	0.5960	0.9945	0.9972
0.3739	6.675	534	1.0010	0.5995	1.0010	1.0005
0.3739	6.7	536	0.9795	0.6007	0.9795	0.9897
0.3739	6.725	538	0.9651	0.5940	0.9651	0.9824
0.3739	6.75	540	0.9588	0.6142	0.9588	0.9792
0.3739	6.775	542	0.9902	0.6135	0.9902	0.9951
0.3739	6.8	544	1.0065	0.6258	1.0065	1.0033
0.3739	6.825	546	0.9965	0.6258	0.9965	0.9983
0.3739	6.85	548	1.0389	0.6070	1.0389	1.0193
0.3739	6.875	550	1.0768	0.6074	1.0768	1.0377
0.3739	6.9	552	1.0342	0.6055	1.0342	1.0170
0.3739	6.925	554	0.9551	0.6357	0.9551	0.9773
0.3739	6.95	556	0.8524	0.6349	0.8524	0.9232
0.3739	6.975	558	0.8229	0.6524	0.8229	0.9072
0.3739	7.0	560	0.8422	0.6536	0.8422	0.9177
0.3739	7.025	562	0.8987	0.6210	0.8987	0.9480
0.3739	7.05	564	0.9535	0.6062	0.9535	0.9765
0.3739	7.075	566	0.9954	0.6057	0.9954	0.9977
0.3739	7.1	568	1.0233	0.5887	1.0233	1.0116
0.3739	7.125	570	1.0001	0.5935	1.0001	1.0001
0.3739	7.15	572	0.9424	0.5930	0.9424	0.9708
0.3739	7.175	574	0.8926	0.6026	0.8926	0.9448
0.3739	7.2	576	0.8827	0.5941	0.8827	0.9395
0.3739	7.225	578	0.8802	0.6069	0.8802	0.9382
0.3739	7.25	580	0.9061	0.6077	0.9061	0.9519
0.3739	7.275	582	0.9312	0.6147	0.9312	0.9650
0.3739	7.3	584	0.9442	0.6133	0.9442	0.9717
0.3739	7.325	586	0.9402	0.6147	0.9402	0.9696
0.3739	7.35	588	0.9038	0.6254	0.9038	0.9507
0.3739	7.375	590	0.8642	0.6221	0.8642	0.9296
0.3739	7.4	592	0.8481	0.6322	0.8481	0.9209
0.3739	7.425	594	0.8378	0.6255	0.8378	0.9153
0.3739	7.45	596	0.8551	0.6388	0.8551	0.9247
0.3739	7.475	598	0.8611	0.6458	0.8611	0.9280
0.3739	7.5	600	0.8497	0.6474	0.8497	0.9218
0.3739	7.525	602	0.8648	0.6493	0.8648	0.9299
0.3739	7.55	604	0.9184	0.6533	0.9184	0.9583
0.3739	7.575	606	0.9473	0.6663	0.9473	0.9733
0.3739	7.6	608	0.9786	0.6594	0.9786	0.9892
0.3739	7.625	610	0.9633	0.6471	0.9633	0.9815
0.3739	7.65	612	0.9116	0.6449	0.9116	0.9548
0.3739	7.675	614	0.8598	0.6505	0.8598	0.9273
0.3739	7.7	616	0.8401	0.6345	0.8401	0.9166
0.3739	7.725	618	0.8524	0.6298	0.8524	0.9232
0.3739	7.75	620	0.8899	0.6000	0.8899	0.9434
0.3739	7.775	622	0.9188	0.6033	0.9188	0.9585
0.3739	7.8	624	0.9376	0.6019	0.9376	0.9683
0.3739	7.825	626	0.9241	0.6080	0.9241	0.9613
0.3739	7.85	628	0.9088	0.6043	0.9088	0.9533
0.3739	7.875	630	0.9061	0.5973	0.9061	0.9519
0.3739	7.9	632	0.8875	0.5901	0.8875	0.9421
0.3739	7.925	634	0.8950	0.6032	0.8950	0.9460
0.3739	7.95	636	0.9279	0.6099	0.9279	0.9633
0.3739	7.975	638	0.9642	0.6107	0.9642	0.9819
0.3739	8.0	640	0.9983	0.6101	0.9983	0.9991
0.3739	8.025	642	0.9975	0.6101	0.9975	0.9988
0.3739	8.05	644	0.9814	0.6080	0.9814	0.9906
0.3739	8.075	646	0.9663	0.5928	0.9663	0.9830
0.3739	8.1	648	0.9667	0.5963	0.9667	0.9832
0.3739	8.125	650	0.9559	0.5963	0.9559	0.9777
0.3739	8.15	652	0.9536	0.5861	0.9536	0.9765
0.3739	8.175	654	0.9553	0.5792	0.9553	0.9774
0.3739	8.2	656	0.9645	0.5734	0.9645	0.9821
0.3739	8.225	658	0.9614	0.5661	0.9614	0.9805
0.3739	8.25	660	0.9311	0.5534	0.9311	0.9649
0.3739	8.275	662	0.8956	0.5832	0.8956	0.9463
0.3739	8.3	664	0.8677	0.5922	0.8677	0.9315
0.3739	8.325	666	0.8493	0.5959	0.8493	0.9216
0.3739	8.35	668	0.8351	0.6116	0.8351	0.9138
0.3739	8.375	670	0.8363	0.6116	0.8363	0.9145
0.3739	8.4	672	0.8576	0.6085	0.8576	0.9261
0.3739	8.425	674	0.8998	0.5816	0.8998	0.9486
0.3739	8.45	676	0.9534	0.5895	0.9534	0.9764
0.3739	8.475	678	0.9924	0.5734	0.9924	0.9962
0.3739	8.5	680	1.0143	0.5780	1.0143	1.0071
0.3739	8.525	682	1.0199	0.5801	1.0199	1.0099
0.3739	8.55	684	1.0198	0.5867	1.0198	1.0098
0.3739	8.575	686	1.0082	0.5757	1.0082	1.0041
0.3739	8.6	688	0.9974	0.5769	0.9974	0.9987
0.3739	8.625	690	0.9769	0.5837	0.9769	0.9884
0.3739	8.65	692	0.9482	0.5895	0.9482	0.9737
0.3739	8.675	694	0.9277	0.5836	0.9277	0.9631
0.3739	8.7	696	0.9186	0.5731	0.9186	0.9585
0.3739	8.725	698	0.9232	0.5731	0.9232	0.9608
0.3739	8.75	700	0.9357	0.5708	0.9357	0.9673
0.3739	8.775	702	0.9386	0.5778	0.9386	0.9688
0.3739	8.8	704	0.9443	0.5651	0.9443	0.9718
0.3739	8.825	706	0.9571	0.5721	0.9571	0.9783
0.3739	8.85	708	0.9788	0.5745	0.9788	0.9894
0.3739	8.875	710	0.9818	0.5734	0.9818	0.9909
0.3739	8.9	712	0.9765	0.5872	0.9765	0.9882
0.3739	8.925	714	0.9638	0.5918	0.9638	0.9817
0.3739	8.95	716	0.9515	0.5813	0.9515	0.9755
0.3739	8.975	718	0.9428	0.5778	0.9428	0.9710
0.3739	9.0	720	0.9440	0.5778	0.9440	0.9716
0.3739	9.025	722	0.9515	0.5778	0.9515	0.9755
0.3739	9.05	724	0.9565	0.5847	0.9565	0.9780
0.3739	9.075	726	0.9670	0.5882	0.9670	0.9834
0.3739	9.1	728	0.9662	0.5882	0.9662	0.9829
0.3739	9.125	730	0.9605	0.5847	0.9605	0.9801
0.3739	9.15	732	0.9573	0.5847	0.9573	0.9784
0.3739	9.175	734	0.9517	0.5847	0.9517	0.9756
0.3739	9.2	736	0.9499	0.5847	0.9499	0.9746
0.3739	9.225	738	0.9521	0.5882	0.9521	0.9757
0.3739	9.25	740	0.9591	0.5882	0.9591	0.9793
0.3739	9.275	742	0.9591	0.5882	0.9591	0.9793
0.3739	9.3	744	0.9550	0.5882	0.9550	0.9773
0.3739	9.325	746	0.9417	0.5847	0.9417	0.9704
0.3739	9.35	748	0.9227	0.5980	0.9227	0.9606
0.3739	9.375	750	0.8996	0.6040	0.8996	0.9485
0.3739	9.4	752	0.8783	0.6115	0.8783	0.9372
0.3739	9.425	754	0.8669	0.6015	0.8669	0.9311
0.3739	9.45	756	0.8649	0.6152	0.8649	0.9300
0.3739	9.475	758	0.8692	0.6125	0.8692	0.9323
0.3739	9.5	760	0.8770	0.6125	0.8770	0.9365
0.3739	9.525	762	0.8903	0.6040	0.8903	0.9435
0.3739	9.55	764	0.9052	0.5909	0.9052	0.9514
0.3739	9.575	766	0.9193	0.5779	0.9193	0.9588
0.3739	9.6	768	0.9293	0.5872	0.9293	0.9640
0.3739	9.625	770	0.9352	0.5778	0.9352	0.9670
0.3739	9.65	772	0.9413	0.5847	0.9413	0.9702
0.3739	9.675	774	0.9493	0.5847	0.9493	0.9743
0.3739	9.7	776	0.9555	0.5882	0.9555	0.9775
0.3739	9.725	778	0.9620	0.5882	0.9620	0.9808
0.3739	9.75	780	0.9681	0.5837	0.9681	0.9839
0.3739	9.775	782	0.9697	0.5872	0.9697	0.9847
0.3739	9.8	784	0.9667	0.5872	0.9667	0.9832
0.3739	9.825	786	0.9648	0.5872	0.9648	0.9822
0.3739	9.85	788	0.9621	0.5882	0.9621	0.9809
0.3739	9.875	790	0.9591	0.5882	0.9591	0.9793
0.3739	9.9	792	0.9563	0.5882	0.9563	0.9779
0.3739	9.925	794	0.9550	0.5882	0.9550	0.9772
0.3739	9.95	796	0.9540	0.5882	0.9540	0.9767
0.3739	9.975	798	0.9536	0.5882	0.9536	0.9765
0.3739	10.0	800	0.9532	0.5882	0.9532	0.9763

Framework versions

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