ArabicNewSplits5_FineTuningAraBERT_run3_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: 0.9202
• Qwk: 0.6081
• Mse: 0.9202
• Rmse: 0.9593

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	1.1549	0.3099	1.1549	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	1.0535	0.5599	1.0535	1.0264
No log	1.175	94	0.9584	0.5456	0.9584	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	0.8933	0.5445	0.8933	0.9451
No log	1.275	102	0.9944	0.5813	0.9944	0.9972
No log	1.3	104	1.1077	0.5319	1.1077	1.0525
No log	1.325	106	1.0668	0.5280	1.0668	1.0329
No log	1.35	108	0.9259	0.5495	0.9259	0.9622
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	0.9991	0.5545	0.9991	0.9996
No log	1.55	124	1.0705	0.5297	1.0705	1.0346
No log	1.575	126	1.1211	0.5247	1.1211	1.0588
No log	1.6	128	1.1001	0.5158	1.1001	1.0489
No log	1.625	130	0.9600	0.5806	0.9600	0.9798
No log	1.65	132	0.8759	0.6229	0.8759	0.9359
No log	1.675	134	0.8951	0.5903	0.8951	0.9461
No log	1.7	136	0.9461	0.5979	0.9461	0.9727
No log	1.725	138	0.9830	0.5791	0.9830	0.9915
No log	1.75	140	0.9629	0.5995	0.9629	0.9813
No log	1.775	142	0.9991	0.5824	0.9991	0.9996
No log	1.8	144	1.0098	0.5989	1.0098	1.0049
No log	1.825	146	0.9663	0.5716	0.9663	0.9830
No log	1.85	148	0.9359	0.5391	0.9359	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	1.0437
No log	1.95	156	1.1150	0.5386	1.1150	1.0559
No log	1.975	158	1.1137	0.5053	1.1137	1.0553
No log	2.0	160	1.0382	0.5546	1.0382	1.0189
No log	2.025	162	0.9549	0.5653	0.9549	0.9772
No log	2.05	164	0.9245	0.5687	0.9245	0.9615
No log	2.075	166	0.9482	0.5892	0.9482	0.9738
No log	2.1	168	1.0970	0.5483	1.0970	1.0474
No log	2.125	170	1.1179	0.5811	1.1179	1.0573
No log	2.15	172	0.9531	0.5974	0.9531	0.9763
No log	2.175	174	0.8525	0.6186	0.8525	0.9233
No log	2.2	176	0.8298	0.6235	0.8298	0.9109
No log	2.225	178	0.8760	0.6453	0.8760	0.9360
No log	2.25	180	0.9151	0.6165	0.9151	0.9566
No log	2.275	182	0.9440	0.5815	0.9440	0.9716
No log	2.3	184	0.8928	0.6088	0.8928	0.9449
No log	2.325	186	0.9146	0.5805	0.9146	0.9563
No log	2.35	188	0.9795	0.6011	0.9795	0.9897
No log	2.375	190	0.9842	0.6130	0.9842	0.9921
No log	2.4	192	0.9483	0.5988	0.9483	0.9738
No log	2.425	194	0.9863	0.5987	0.9863	0.9931
No log	2.45	196	1.0941	0.5788	1.0941	1.0460
No log	2.475	198	1.0758	0.5448	1.0758	1.0372
No log	2.5	200	0.9718	0.5427	0.9718	0.9858
No log	2.525	202	0.9347	0.5275	0.9347	0.9668
No log	2.55	204	0.9421	0.5352	0.9421	0.9706
No log	2.575	206	1.0075	0.5158	1.0075	1.0037
No log	2.6	208	1.1345	0.5320	1.1345	1.0651
No log	2.625	210	1.1010	0.5201	1.1010	1.0493
No log	2.65	212	1.0512	0.5112	1.0512	1.0253
No log	2.675	214	1.0114	0.5327	1.0114	1.0057
No log	2.7	216	0.9294	0.5541	0.9294	0.9641
No log	2.725	218	0.8925	0.5843	0.8925	0.9447
No log	2.75	220	0.8814	0.6173	0.8814	0.9389
No log	2.775	222	0.9045	0.6339	0.9045	0.9511
No log	2.8	224	0.9778	0.6435	0.9778	0.9889
No log	2.825	226	0.9684	0.6372	0.9684	0.9841
No log	2.85	228	0.9254	0.6146	0.9254	0.9620
No log	2.875	230	0.8874	0.6113	0.8874	0.9420
No log	2.9	232	0.8936	0.6157	0.8936	0.9453
No log	2.925	234	0.9458	0.6046	0.9458	0.9725
No log	2.95	236	1.0019	0.5720	1.0019	1.0009
No log	2.975	238	0.9500	0.5306	0.9500	0.9747
No log	3.0	240	0.8953	0.6047	0.8953	0.9462
No log	3.025	242	0.9238	0.5522	0.9238	0.9611
No log	3.05	244	0.9916	0.5585	0.9916	0.9958
No log	3.075	246	0.9724	0.5472	0.9724	0.9861
No log	3.1	248	0.9624	0.5472	0.9624	0.9810
No log	3.125	250	0.9380	0.5705	0.9380	0.9685
No log	3.15	252	0.8613	0.5960	0.8613	0.9280
No log	3.175	254	0.8339	0.6157	0.8339	0.9132
No log	3.2	256	0.8488	0.6079	0.8488	0.9213
No log	3.225	258	0.9450	0.6160	0.9450	0.9721
No log	3.25	260	1.1130	0.5799	1.1130	1.0550
No log	3.275	262	1.1035	0.5985	1.1035	1.0505
No log	3.3	264	0.9398	0.6363	0.9398	0.9694
No log	3.325	266	0.8215	0.6216	0.8215	0.9064
No log	3.35	268	0.8260	0.6109	0.8260	0.9088
No log	3.375	270	0.9060	0.6162	0.9060	0.9518
No log	3.4	272	1.0363	0.5607	1.0363	1.0180
No log	3.425	274	1.0384	0.5606	1.0384	1.0190
No log	3.45	276	0.9541	0.5610	0.9541	0.9768
No log	3.475	278	0.9872	0.5733	0.9872	0.9936
No log	3.5	280	1.0149	0.5710	1.0149	1.0074
No log	3.525	282	0.9867	0.5861	0.9867	0.9933
No log	3.55	284	0.9358	0.5582	0.9358	0.9674
No log	3.575	286	0.9133	0.5557	0.9133	0.9556
No log	3.6	288	0.8702	0.5830	0.8702	0.9329
No log	3.625	290	0.8846	0.6278	0.8846	0.9405
No log	3.65	292	0.9495	0.6289	0.9495	0.9744
No log	3.675	294	0.9146	0.6400	0.9146	0.9564
No log	3.7	296	0.8170	0.6363	0.8170	0.9039
No log	3.725	298	0.7893	0.6587	0.7893	0.8884
No log	3.75	300	0.7524	0.6650	0.7524	0.8674
No log	3.775	302	0.7670	0.6437	0.7670	0.8758
No log	3.8	304	0.7991	0.6434	0.7991	0.8939
No log	3.825	306	0.8462	0.6417	0.8462	0.9199
No log	3.85	308	0.8109	0.6415	0.8109	0.9005
No log	3.875	310	0.8304	0.6442	0.8304	0.9113
No log	3.9	312	0.8125	0.6415	0.8125	0.9014
No log	3.925	314	0.7794	0.6309	0.7794	0.8828
No log	3.95	316	0.7703	0.6396	0.7703	0.8777
No log	3.975	318	0.8094	0.6274	0.8094	0.8997
No log	4.0	320	0.9086	0.6158	0.9086	0.9532
No log	4.025	322	0.9173	0.6155	0.9173	0.9578
No log	4.05	324	0.9577	0.5940	0.9577	0.9786
No log	4.075	326	1.0115	0.5938	1.0115	1.0057
No log	4.1	328	0.9470	0.5952	0.9470	0.9732
No log	4.125	330	0.8971	0.6203	0.8971	0.9472
No log	4.15	332	0.9050	0.6177	0.9050	0.9513
No log	4.175	334	0.8969	0.6076	0.8969	0.9470
No log	4.2	336	0.8885	0.6229	0.8885	0.9426
No log	4.225	338	0.9725	0.6395	0.9725	0.9862
No log	4.25	340	0.9971	0.6318	0.9971	0.9986
No log	4.275	342	0.9418	0.6487	0.9418	0.9705
No log	4.3	344	0.8623	0.6802	0.8623	0.9286
No log	4.325	346	0.8236	0.6804	0.8236	0.9075
No log	4.35	348	0.8662	0.6719	0.8662	0.9307
No log	4.375	350	0.9551	0.6687	0.9551	0.9773
No log	4.4	352	0.9812	0.6615	0.9812	0.9906
No log	4.425	354	0.8936	0.6712	0.8936	0.9453
No log	4.45	356	0.7984	0.6430	0.7984	0.8935
No log	4.475	358	0.7799	0.6339	0.7799	0.8831
No log	4.5	360	0.8260	0.6319	0.8260	0.9088
No log	4.525	362	0.9372	0.6606	0.9372	0.9681
No log	4.55	364	0.9589	0.6484	0.9589	0.9792
No log	4.575	366	0.9094	0.6387	0.9094	0.9536
No log	4.6	368	0.9618	0.6583	0.9618	0.9807
No log	4.625	370	0.9403	0.6432	0.9403	0.9697
No log	4.65	372	0.8313	0.6430	0.8313	0.9117
No log	4.675	374	0.8027	0.6025	0.8027	0.8959
No log	4.7	376	0.8627	0.6045	0.8627	0.9288
No log	4.725	378	0.9908	0.6300	0.9908	0.9954
No log	4.75	380	1.0773	0.6148	1.0773	1.0379
No log	4.775	382	1.0370	0.6199	1.0370	1.0183
No log	4.8	384	0.9398	0.6284	0.9398	0.9694
No log	4.825	386	0.8739	0.6242	0.8739	0.9348
No log	4.85	388	0.8822	0.6338	0.8822	0.9392
No log	4.875	390	0.9374	0.6421	0.9374	0.9682
No log	4.9	392	0.9514	0.6316	0.9514	0.9754
No log	4.925	394	0.9511	0.6310	0.9511	0.9753
No log	4.95	396	0.9075	0.6275	0.9075	0.9526
No log	4.975	398	0.9089	0.6324	0.9089	0.9534
No log	5.0	400	0.9522	0.6131	0.9522	0.9758
No log	5.025	402	1.0167	0.5982	1.0167	1.0083
No log	5.05	404	1.0550	0.5822	1.0550	1.0271
No log	5.075	406	1.0000	0.5918	1.0000	1.0000
No log	5.1	408	0.9140	0.5647	0.9140	0.9560
No log	5.125	410	0.8712	0.5963	0.8712	0.9334
No log	5.15	412	0.8659	0.6003	0.8659	0.9305
No log	5.175	414	0.8932	0.5873	0.8932	0.9451
No log	5.2	416	0.9607	0.5992	0.9607	0.9801
No log	5.225	418	1.0381	0.6032	1.0381	1.0189
No log	5.25	420	1.0148	0.6086	1.0148	1.0074
No log	5.275	422	0.9224	0.6114	0.9224	0.9604
No log	5.3	424	0.8366	0.6410	0.8366	0.9147
No log	5.325	426	0.8255	0.6419	0.8255	0.9086
No log	5.35	428	0.8820	0.6312	0.8820	0.9391
No log	5.375	430	1.0001	0.6486	1.0001	1.0000
No log	5.4	432	1.1014	0.5861	1.1014	1.0495
No log	5.425	434	1.1182	0.5661	1.1182	1.0574
No log	5.45	436	1.1270	0.5413	1.1270	1.0616
No log	5.475	438	1.0438	0.5433	1.0438	1.0217
No log	5.5	440	0.9942	0.5698	0.9942	0.9971
No log	5.525	442	0.9393	0.5870	0.9393	0.9692
No log	5.55	444	0.9489	0.5636	0.9489	0.9741
No log	5.575	446	0.9641	0.6128	0.9641	0.9819
No log	5.6	448	1.0444	0.6350	1.0444	1.0220
No log	5.625	450	1.1461	0.5948	1.1461	1.0706
No log	5.65	452	1.1590	0.5948	1.1590	1.0766
No log	5.675	454	1.0907	0.6322	1.0907	1.0444
No log	5.7	456	1.0460	0.6336	1.0460	1.0227
No log	5.725	458	1.0915	0.6237	1.0915	1.0447
No log	5.75	460	1.0288	0.6460	1.0288	1.0143
No log	5.775	462	0.9487	0.6579	0.9487	0.9740
No log	5.8	464	0.9469	0.6492	0.9469	0.9731
No log	5.825	466	1.0048	0.6571	1.0048	1.0024
No log	5.85	468	1.0547	0.6082	1.0547	1.0270
No log	5.875	470	1.0902	0.5779	1.0902	1.0441
No log	5.9	472	1.0665	0.5779	1.0665	1.0327
No log	5.925	474	1.0212	0.5826	1.0212	1.0105
No log	5.95	476	0.9689	0.6271	0.9689	0.9843
No log	5.975	478	0.9982	0.5950	0.9982	0.9991
No log	6.0	480	0.9815	0.6101	0.9815	0.9907
No log	6.025	482	0.9495	0.6205	0.9495	0.9744
No log	6.05	484	0.9081	0.6259	0.9081	0.9530
No log	6.075	486	0.9001	0.6453	0.9001	0.9487
No log	6.1	488	0.9272	0.6592	0.9272	0.9629
No log	6.125	490	1.0360	0.6148	1.0360	1.0178
No log	6.15	492	1.1489	0.6153	1.1489	1.0719
No log	6.175	494	1.1621	0.6070	1.1621	1.0780
No log	6.2	496	1.0837	0.6296	1.0837	1.0410
No log	6.225	498	1.0342	0.6148	1.0342	1.0169
0.3739	6.25	500	0.9909	0.6277	0.9909	0.9954
0.3739	6.275	502	0.9215	0.6075	0.9215	0.9600
0.3739	6.3	504	0.8991	0.5980	0.8991	0.9482
0.3739	6.325	506	0.9439	0.6286	0.9439	0.9715
0.3739	6.35	508	1.0138	0.6233	1.0138	1.0069
0.3739	6.375	510	1.0933	0.5954	1.0933	1.0456
0.3739	6.4	512	1.0818	0.5714	1.0818	1.0401
0.3739	6.425	514	1.0321	0.6153	1.0321	1.0159
0.3739	6.45	516	0.9460	0.6132	0.9460	0.9726
0.3739	6.475	518	0.8660	0.6073	0.8660	0.9306
0.3739	6.5	520	0.8422	0.6233	0.8422	0.9177
0.3739	6.525	522	0.8614	0.6203	0.8614	0.9281
0.3739	6.55	524	0.8796	0.6122	0.8796	0.9379
0.3739	6.575	526	0.8995	0.6185	0.8995	0.9484
0.3739	6.6	528	0.9255	0.6223	0.9255	0.9620
0.3739	6.625	530	0.9691	0.6137	0.9691	0.9845
0.3739	6.65	532	1.0170	0.6271	1.0170	1.0085
0.3739	6.675	534	0.9934	0.6208	0.9934	0.9967
0.3739	6.7	536	0.9458	0.6085	0.9458	0.9725
0.3739	6.725	538	0.9117	0.6080	0.9117	0.9548
0.3739	6.75	540	0.8914	0.6274	0.8914	0.9441
0.3739	6.775	542	0.9004	0.6410	0.9004	0.9489
0.3739	6.8	544	0.9069	0.6340	0.9069	0.9523
0.3739	6.825	546	0.9030	0.6385	0.9030	0.9502
0.3739	6.85	548	0.9513	0.6370	0.9513	0.9753
0.3739	6.875	550	1.0137	0.6185	1.0137	1.0068
0.3739	6.9	552	0.9965	0.6326	0.9965	0.9983
0.3739	6.925	554	0.9388	0.6525	0.9388	0.9689
0.3739	6.95	556	0.8443	0.6536	0.8443	0.9189
0.3739	6.975	558	0.8184	0.6505	0.8184	0.9046
0.3739	7.0	560	0.8367	0.6472	0.8367	0.9147
0.3739	7.025	562	0.8829	0.6502	0.8829	0.9396
0.3739	7.05	564	0.9182	0.6461	0.9182	0.9582
0.3739	7.075	566	0.9472	0.6387	0.9472	0.9732
0.3739	7.1	568	0.9865	0.6266	0.9865	0.9932
0.3739	7.125	570	0.9894	0.6195	0.9894	0.9947
0.3739	7.15	572	0.9407	0.6310	0.9407	0.9699
0.3739	7.175	574	0.8924	0.6526	0.8924	0.9447
0.3739	7.2	576	0.8858	0.6490	0.8858	0.9412
0.3739	7.225	578	0.8789	0.6511	0.8789	0.9375
0.3739	7.25	580	0.9022	0.6513	0.9022	0.9499
0.3739	7.275	582	0.9097	0.6348	0.9097	0.9538
0.3739	7.3	584	0.8903	0.6403	0.8903	0.9436
0.3739	7.325	586	0.8643	0.6303	0.8643	0.9297
0.3739	7.35	588	0.8407	0.6349	0.8407	0.9169
0.3739	7.375	590	0.8162	0.6444	0.8162	0.9034
0.3739	7.4	592	0.8169	0.6473	0.8169	0.9038
0.3739	7.425	594	0.8185	0.6388	0.8185	0.9047
0.3739	7.45	596	0.8390	0.6453	0.8390	0.9160
0.3739	7.475	598	0.8394	0.6356	0.8394	0.9162
0.3739	7.5	600	0.8087	0.6478	0.8087	0.8993
0.3739	7.525	602	0.8071	0.6478	0.8071	0.8984
0.3739	7.55	604	0.8428	0.6520	0.8428	0.9181
0.3739	7.575	606	0.8698	0.6473	0.8698	0.9326
0.3739	7.6	608	0.9092	0.6483	0.9092	0.9535
0.3739	7.625	610	0.9057	0.6487	0.9057	0.9517
0.3739	7.65	612	0.8757	0.6491	0.8757	0.9358
0.3739	7.675	614	0.8381	0.6344	0.8381	0.9155
0.3739	7.7	616	0.8141	0.6168	0.8141	0.9023
0.3739	7.725	618	0.8189	0.6124	0.8189	0.9049
0.3739	7.75	620	0.8432	0.6272	0.8432	0.9183
0.3739	7.775	622	0.8643	0.6141	0.8643	0.9297
0.3739	7.8	624	0.8793	0.6182	0.8793	0.9377
0.3739	7.825	626	0.8688	0.6111	0.8688	0.9321
0.3739	7.85	628	0.8693	0.6269	0.8693	0.9324
0.3739	7.875	630	0.8810	0.6201	0.8810	0.9386
0.3739	7.9	632	0.8681	0.6227	0.8681	0.9317
0.3739	7.925	634	0.8687	0.6278	0.8687	0.9320
0.3739	7.95	636	0.8800	0.6278	0.8800	0.9381
0.3739	7.975	638	0.8950	0.6278	0.8950	0.9460
0.3739	8.0	640	0.9151	0.6447	0.9151	0.9566
0.3739	8.025	642	0.9153	0.6376	0.9153	0.9567
0.3739	8.05	644	0.9163	0.6299	0.9163	0.9573
0.3739	8.075	646	0.9233	0.6334	0.9233	0.9609
0.3739	8.1	648	0.9439	0.6186	0.9439	0.9715
0.3739	8.125	650	0.9461	0.6120	0.9461	0.9727
0.3739	8.15	652	0.9352	0.6022	0.9352	0.9671
0.3739	8.175	654	0.9255	0.6022	0.9255	0.9620
0.3739	8.2	656	0.9227	0.5956	0.9227	0.9606
0.3739	8.225	658	0.9148	0.6019	0.9148	0.9564
0.3739	8.25	660	0.8882	0.5742	0.8882	0.9425
0.3739	8.275	662	0.8616	0.6067	0.8616	0.9282
0.3739	8.3	664	0.8428	0.6094	0.8428	0.9180
0.3739	8.325	666	0.8296	0.6197	0.8296	0.9108
0.3739	8.35	668	0.8194	0.6173	0.8194	0.9052
0.3739	8.375	670	0.8201	0.6173	0.8201	0.9056
0.3739	8.4	672	0.8387	0.6197	0.8387	0.9158
0.3739	8.425	674	0.8764	0.5928	0.8764	0.9362
0.3739	8.45	676	0.9243	0.6022	0.9243	0.9614
0.3739	8.475	678	0.9591	0.6022	0.9591	0.9793
0.3739	8.5	680	0.9851	0.6163	0.9851	0.9925
0.3739	8.525	682	1.0021	0.6213	1.0021	1.0010
0.3739	8.55	684	1.0090	0.6108	1.0090	1.0045
0.3739	8.575	686	0.9992	0.6088	0.9992	0.9996
0.3739	8.6	688	0.9790	0.6163	0.9790	0.9894
0.3739	8.625	690	0.9488	0.6134	0.9488	0.9741
0.3739	8.65	692	0.9183	0.6081	0.9183	0.9583
0.3739	8.675	694	0.8959	0.6073	0.8959	0.9465
0.3739	8.7	696	0.8883	0.6036	0.8883	0.9425
0.3739	8.725	698	0.8952	0.6073	0.8952	0.9461
0.3739	8.75	700	0.9127	0.6049	0.9127	0.9554
0.3739	8.775	702	0.9219	0.6049	0.9219	0.9602
0.3739	8.8	704	0.9302	0.6049	0.9302	0.9645
0.3739	8.825	706	0.9431	0.6148	0.9431	0.9712
0.3739	8.85	708	0.9633	0.6075	0.9633	0.9815
0.3739	8.875	710	0.9646	0.6075	0.9646	0.9821
0.3739	8.9	712	0.9579	0.6089	0.9579	0.9787
0.3739	8.925	714	0.9422	0.6148	0.9422	0.9707
0.3739	8.95	716	0.9248	0.6081	0.9248	0.9616
0.3739	8.975	718	0.9124	0.6127	0.9124	0.9552
0.3739	9.0	720	0.9103	0.6127	0.9103	0.9541
0.3739	9.025	722	0.9190	0.6127	0.9190	0.9586
0.3739	9.05	724	0.9267	0.6127	0.9267	0.9626
0.3739	9.075	726	0.9406	0.6215	0.9406	0.9699
0.3739	9.1	728	0.9433	0.6215	0.9433	0.9713
0.3739	9.125	730	0.9403	0.6215	0.9403	0.9697
0.3739	9.15	732	0.9390	0.6215	0.9390	0.9690
0.3739	9.175	734	0.9343	0.6215	0.9343	0.9666
0.3739	9.2	736	0.9323	0.6215	0.9323	0.9656
0.3739	9.225	738	0.9335	0.6215	0.9335	0.9662
0.3739	9.25	740	0.9372	0.6215	0.9372	0.9681
0.3739	9.275	742	0.9363	0.6215	0.9363	0.9676
0.3739	9.3	744	0.9314	0.6215	0.9314	0.9651
0.3739	9.325	746	0.9177	0.6260	0.9177	0.9580
0.3739	9.35	748	0.8983	0.6091	0.8983	0.9478
0.3739	9.375	750	0.8746	0.6187	0.8746	0.9352
0.3739	9.4	752	0.8528	0.6355	0.8528	0.9235
0.3739	9.425	754	0.8405	0.6165	0.8405	0.9168
0.3739	9.45	756	0.8365	0.6180	0.8365	0.9146
0.3739	9.475	758	0.8381	0.6180	0.8381	0.9155
0.3739	9.5	760	0.8445	0.6165	0.8445	0.9190
0.3739	9.525	762	0.8567	0.6241	0.8567	0.9256
0.3739	9.55	764	0.8703	0.6170	0.8703	0.9329
0.3739	9.575	766	0.8831	0.6187	0.8831	0.9397
0.3739	9.6	768	0.8927	0.6091	0.8927	0.9448
0.3739	9.625	770	0.8992	0.6127	0.8992	0.9483
0.3739	9.65	772	0.9076	0.6127	0.9076	0.9527
0.3739	9.675	774	0.9174	0.6148	0.9174	0.9578
0.3739	9.7	776	0.9250	0.6148	0.9250	0.9618
0.3739	9.725	778	0.9321	0.6215	0.9321	0.9655
0.3739	9.75	780	0.9386	0.6089	0.9386	0.9688
0.3739	9.775	782	0.9405	0.6089	0.9405	0.9698
0.3739	9.8	784	0.9375	0.6089	0.9375	0.9683
0.3739	9.825	786	0.9343	0.6089	0.9343	0.9666
0.3739	9.85	788	0.9309	0.6148	0.9309	0.9648
0.3739	9.875	790	0.9273	0.6148	0.9273	0.9629
0.3739	9.9	792	0.9240	0.6148	0.9240	0.9612
0.3739	9.925	794	0.9224	0.6148	0.9224	0.9604
0.3739	9.95	796	0.9212	0.6081	0.9212	0.9598
0.3739	9.975	798	0.9207	0.6081	0.9207	0.9595
0.3739	10.0	800	0.9202	0.6081	0.9202	0.9593

Framework versions

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