ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task3_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: 0.8281
• Qwk: -0.0949
• Mse: 0.8281
• Rmse: 0.9100

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	0.0526	2	3.7091	-0.0047	3.7091	1.9259
No log	0.1053	4	2.0458	0.0704	2.0458	1.4303
No log	0.1579	6	1.6105	0.0425	1.6105	1.2690
No log	0.2105	8	1.0922	0.0119	1.0922	1.0451
No log	0.2632	10	1.0021	0.0196	1.0021	1.0010
No log	0.3158	12	0.9767	-0.0101	0.9767	0.9883
No log	0.3684	14	1.0107	0.0379	1.0107	1.0053
No log	0.4211	16	1.1124	0.0	1.1124	1.0547
No log	0.4737	18	1.3066	0.0	1.3066	1.1431
No log	0.5263	20	1.1692	0.0	1.1692	1.0813
No log	0.5789	22	0.9166	0.0518	0.9166	0.9574
No log	0.6316	24	0.8677	0.0409	0.8677	0.9315
No log	0.6842	26	0.9876	0.0486	0.9876	0.9938
No log	0.7368	28	0.9620	-0.0143	0.9620	0.9808
No log	0.7895	30	0.7414	-0.0264	0.7414	0.8611
No log	0.8421	32	0.7754	0.0191	0.7754	0.8806
No log	0.8947	34	0.7348	-0.0725	0.7348	0.8572
No log	0.9474	36	0.7126	0.1021	0.7126	0.8441
No log	1.0	38	0.6958	-0.0679	0.6958	0.8342
No log	1.0526	40	0.7084	-0.1088	0.7084	0.8417
No log	1.1053	42	0.7588	0.0129	0.7588	0.8711
No log	1.1579	44	0.7358	0.0375	0.7358	0.8578
No log	1.2105	46	0.7110	-0.0513	0.7110	0.8432
No log	1.2632	48	0.7063	-0.0493	0.7063	0.8404
No log	1.3158	50	0.7119	0.0506	0.7119	0.8438
No log	1.3684	52	0.8103	0.0071	0.8103	0.9002
No log	1.4211	54	0.8247	0.0017	0.8247	0.9081
No log	1.4737	56	0.7694	0.1148	0.7694	0.8771
No log	1.5263	58	0.7359	-0.0096	0.7359	0.8578
No log	1.5789	60	0.7449	0.0640	0.7449	0.8631
No log	1.6316	62	0.7546	0.0695	0.7546	0.8687
No log	1.6842	64	0.7037	-0.0033	0.7037	0.8389
No log	1.7368	66	0.7547	0.2105	0.7547	0.8687
No log	1.7895	68	0.7335	0.2180	0.7335	0.8565
No log	1.8421	70	0.6790	0.1027	0.6790	0.8240
No log	1.8947	72	0.7967	0.1744	0.7967	0.8926
No log	1.9474	74	0.8445	0.1315	0.8445	0.9190
No log	2.0	76	0.7153	0.0884	0.7153	0.8457
No log	2.0526	78	0.6419	0.0449	0.6419	0.8012
No log	2.1053	80	0.6557	0.1327	0.6557	0.8098
No log	2.1579	82	1.0419	0.0058	1.0419	1.0207
No log	2.2105	84	1.1800	-0.0772	1.1800	1.0863
No log	2.2632	86	0.9145	0.0758	0.9145	0.9563
No log	2.3158	88	0.8593	0.2758	0.8593	0.9270
No log	2.3684	90	0.8466	0.1111	0.8466	0.9201
No log	2.4211	92	1.0081	0.1710	1.0081	1.0040
No log	2.4737	94	1.0119	0.1710	1.0119	1.0060
No log	2.5263	96	0.8480	0.0728	0.8480	0.9209
No log	2.5789	98	0.8292	0.0	0.8292	0.9106
No log	2.6316	100	0.7847	0.0	0.7847	0.8858
No log	2.6842	102	0.8419	0.1929	0.8419	0.9176
No log	2.7368	104	0.8660	0.1911	0.8660	0.9306
No log	2.7895	106	0.8430	0.0776	0.8430	0.9181
No log	2.8421	108	0.7731	-0.0488	0.7731	0.8793
No log	2.8947	110	0.7817	-0.0029	0.7817	0.8842
No log	2.9474	112	0.8117	0.0165	0.8117	0.9010
No log	3.0	114	0.9115	0.0470	0.9115	0.9547
No log	3.0526	116	0.9258	0.1148	0.9258	0.9622
No log	3.1053	118	0.8699	0.1163	0.8699	0.9327
No log	3.1579	120	0.7709	0.0556	0.7709	0.8780
No log	3.2105	122	0.7459	0.0556	0.7459	0.8636
No log	3.2632	124	0.7403	0.0064	0.7403	0.8604
No log	3.3158	126	0.7110	0.1081	0.7110	0.8432
No log	3.3684	128	0.7341	0.0649	0.7341	0.8568
No log	3.4211	130	0.8009	-0.0385	0.8009	0.8949
No log	3.4737	132	0.8144	0.0181	0.8144	0.9024
No log	3.5263	134	0.7998	0.1079	0.7998	0.8943
No log	3.5789	136	0.7785	0.0940	0.7785	0.8823
No log	3.6316	138	0.7978	0.1079	0.7978	0.8932
No log	3.6842	140	0.9075	0.1948	0.9075	0.9526
No log	3.7368	142	0.8916	0.1948	0.8916	0.9443
No log	3.7895	144	0.8111	0.0622	0.8111	0.9006
No log	3.8421	146	0.7638	0.0141	0.7638	0.8739
No log	3.8947	148	0.7985	0.0663	0.7985	0.8936
No log	3.9474	150	0.7856	0.0610	0.7856	0.8863
No log	4.0	152	0.8087	0.0724	0.8087	0.8993
No log	4.0526	154	0.7959	0.0724	0.7959	0.8921
No log	4.1053	156	0.7383	0.1443	0.7383	0.8592
No log	4.1579	158	0.7477	0.1333	0.7477	0.8647
No log	4.2105	160	0.8288	0.1120	0.8288	0.9104
No log	4.2632	162	0.9155	0.0502	0.9155	0.9568
No log	4.3158	164	0.8460	0.1171	0.8460	0.9198
No log	4.3684	166	0.7244	-0.1067	0.7244	0.8511
No log	4.4211	168	0.6455	0.0964	0.6455	0.8034
No log	4.4737	170	0.7286	0.0714	0.7286	0.8536
No log	4.5263	172	0.7214	0.0714	0.7214	0.8493
No log	4.5789	174	0.6508	0.1444	0.6508	0.8067
No log	4.6316	176	0.6818	-0.0571	0.6818	0.8257
No log	4.6842	178	0.7438	-0.1001	0.7438	0.8624
No log	4.7368	180	0.7728	-0.0345	0.7728	0.8791
No log	4.7895	182	0.7490	0.0089	0.7490	0.8655
No log	4.8421	184	0.7402	0.0879	0.7402	0.8603
No log	4.8947	186	0.7530	0.0488	0.7530	0.8677
No log	4.9474	188	0.8589	0.1079	0.8589	0.9268
No log	5.0	190	0.9308	0.1525	0.9308	0.9648
No log	5.0526	192	0.9283	0.1159	0.9283	0.9635
No log	5.1053	194	0.8606	0.1494	0.8606	0.9277
No log	5.1579	196	0.7835	0.0598	0.7835	0.8852
No log	5.2105	198	0.7666	0.0981	0.7666	0.8756
No log	5.2632	200	0.7459	0.0488	0.7459	0.8637
No log	5.3158	202	0.7485	0.0585	0.7485	0.8652
No log	5.3684	204	0.7513	0.0585	0.7513	0.8668
No log	5.4211	206	0.7615	0.0122	0.7615	0.8726
No log	5.4737	208	0.7583	0.0122	0.7583	0.8708
No log	5.5263	210	0.7209	0.0524	0.7209	0.8490
No log	5.5789	212	0.7318	0.0922	0.7318	0.8554
No log	5.6316	214	0.7750	0.1080	0.7750	0.8804
No log	5.6842	216	0.9137	0.0800	0.9137	0.9559
No log	5.7368	218	0.9844	0.0947	0.9844	0.9922
No log	5.7895	220	0.9661	0.1228	0.9661	0.9829
No log	5.8421	222	0.8493	0.1612	0.8493	0.9216
No log	5.8947	224	0.7380	0.1372	0.7380	0.8591
No log	5.9474	226	0.7112	0.0926	0.7112	0.8433
No log	6.0	228	0.7200	0.0	0.7200	0.8485
No log	6.0526	230	0.7784	-0.0138	0.7784	0.8822
No log	6.1053	232	0.7647	0.0282	0.7647	0.8745
No log	6.1579	234	0.7267	-0.0612	0.7267	0.8525
No log	6.2105	236	0.7088	-0.1018	0.7088	0.8419
No log	6.2632	238	0.7269	0.0089	0.7269	0.8526
No log	6.3158	240	0.7982	0.2295	0.7982	0.8934
No log	6.3684	242	0.8611	0.2505	0.8611	0.9279
No log	6.4211	244	0.8218	0.1466	0.8218	0.9065
No log	6.4737	246	0.8000	0.2362	0.8000	0.8944
No log	6.5263	248	0.7699	0.1514	0.7699	0.8775
No log	6.5789	250	0.7544	0.1080	0.7544	0.8686
No log	6.6316	252	0.7455	0.0089	0.7455	0.8634
No log	6.6842	254	0.7504	0.0089	0.7504	0.8663
No log	6.7368	256	0.7479	0.0571	0.7479	0.8648
No log	6.7895	258	0.7846	0.1130	0.7846	0.8858
No log	6.8421	260	0.7798	0.0094	0.7798	0.8831
No log	6.8947	262	0.7409	-0.0520	0.7409	0.8608
No log	6.9474	264	0.7205	0.0	0.7205	0.8488
No log	7.0	266	0.7391	0.0	0.7391	0.8597
No log	7.0526	268	0.7440	0.0	0.7440	0.8625
No log	7.1053	270	0.7454	0.1143	0.7454	0.8634
No log	7.1579	272	0.7746	0.1192	0.7746	0.8801
No log	7.2105	274	0.8069	0.1167	0.8069	0.8983
No log	7.2632	276	0.8350	0.0789	0.8350	0.9138
No log	7.3158	278	0.8499	0.1507	0.8499	0.9219
No log	7.3684	280	0.8370	0.1163	0.8370	0.9149
No log	7.4211	282	0.7949	0.1127	0.7949	0.8915
No log	7.4737	284	0.8151	0.0733	0.8151	0.9029
No log	7.5263	286	0.8154	0.0715	0.8154	0.9030
No log	7.5789	288	0.7820	0.0148	0.7820	0.8843
No log	7.6316	290	0.8117	-0.0648	0.8117	0.9010
No log	7.6842	292	0.7988	-0.1678	0.7988	0.8937
No log	7.7368	294	0.8211	-0.1538	0.8211	0.9062
No log	7.7895	296	0.8773	0.1154	0.8773	0.9367
No log	7.8421	298	0.9766	0.0558	0.9766	0.9882
No log	7.8947	300	0.9656	0.0845	0.9656	0.9826
No log	7.9474	302	0.8656	0.1355	0.8656	0.9304
No log	8.0	304	0.8400	0.0570	0.8400	0.9165
No log	8.0526	306	0.8517	0.1405	0.8517	0.9229
No log	8.1053	308	0.9356	0.0815	0.9356	0.9673
No log	8.1579	310	0.9225	0.1150	0.9225	0.9605
No log	8.2105	312	0.8308	0.0297	0.8308	0.9115
No log	8.2632	314	0.7404	-0.0451	0.7404	0.8604
No log	8.3158	316	0.6967	0.1021	0.6967	0.8347
No log	8.3684	318	0.6938	0.0909	0.6938	0.8329
No log	8.4211	320	0.6912	0.0964	0.6912	0.8314
No log	8.4737	322	0.7070	-0.0069	0.7070	0.8408
No log	8.5263	324	0.7339	-0.0096	0.7339	0.8567
No log	8.5789	326	0.7371	-0.0366	0.7371	0.8586
No log	8.6316	328	0.7611	0.1033	0.7611	0.8724
No log	8.6842	330	0.7845	0.1034	0.7845	0.8857
No log	8.7368	332	0.7773	0.0987	0.7773	0.8816
No log	8.7895	334	0.8110	0.2158	0.8110	0.9006
No log	8.8421	336	0.8348	0.1545	0.8348	0.9137
No log	8.8947	338	0.7933	0.1460	0.7933	0.8907
No log	8.9474	340	0.7513	0.0863	0.7513	0.8668
No log	9.0	342	0.7454	0.0857	0.7454	0.8634
No log	9.0526	344	0.7199	0.0909	0.7199	0.8485
No log	9.1053	346	0.7271	0.0524	0.7271	0.8527
No log	9.1579	348	0.7796	-0.0826	0.7796	0.8829
No log	9.2105	350	0.9089	0.0800	0.9089	0.9534
No log	9.2632	352	1.0582	-0.0006	1.0582	1.0287
No log	9.3158	354	1.0215	0.1326	1.0215	1.0107
No log	9.3684	356	0.8694	0.2094	0.8694	0.9324
No log	9.4211	358	0.8108	0.1032	0.8108	0.9004
No log	9.4737	360	0.7932	0.0571	0.7932	0.8906
No log	9.5263	362	0.7664	0.0031	0.7664	0.8755
No log	9.5789	364	0.7529	-0.0541	0.7529	0.8677
No log	9.6316	366	0.7346	-0.0033	0.7346	0.8571
No log	9.6842	368	0.7193	0.0964	0.7193	0.8481
No log	9.7368	370	0.7074	0.0909	0.7074	0.8411
No log	9.7895	372	0.6953	0.0964	0.6953	0.8338
No log	9.8421	374	0.6927	0.0506	0.6927	0.8323
No log	9.8947	376	0.7341	-0.0551	0.7341	0.8568
No log	9.9474	378	0.7910	-0.0329	0.7910	0.8894
No log	10.0	380	0.8033	-0.0300	0.8033	0.8962
No log	10.0526	382	0.8426	0.0045	0.8426	0.9180
No log	10.1053	384	0.8735	0.0476	0.8735	0.9346
No log	10.1579	386	0.9480	0.0367	0.9480	0.9736
No log	10.2105	388	1.1525	0.0361	1.1525	1.0735
No log	10.2632	390	1.2017	-0.0191	1.2017	1.0962
No log	10.3158	392	1.0906	0.0028	1.0906	1.0443
No log	10.3684	394	0.9130	0.0416	0.9130	0.9555
No log	10.4211	396	0.7777	0.0395	0.7777	0.8819
No log	10.4737	398	0.7628	0.0260	0.7628	0.8734
No log	10.5263	400	0.7680	0.0670	0.7680	0.8764
No log	10.5789	402	0.7102	-0.0188	0.7102	0.8428
No log	10.6316	404	0.6939	0.0964	0.6939	0.8330
No log	10.6842	406	0.7379	0.0506	0.7379	0.8590
No log	10.7368	408	0.8239	0.0644	0.8239	0.9077
No log	10.7895	410	0.8447	0.0699	0.8447	0.9191
No log	10.8421	412	0.8390	0.1405	0.8390	0.9160
No log	10.8947	414	0.8461	0.1730	0.8461	0.9198
No log	10.9474	416	0.8243	0.1868	0.8243	0.9079
No log	11.0	418	0.7700	0.0064	0.7700	0.8775
No log	11.0526	420	0.7136	0.1021	0.7136	0.8448
No log	11.1053	422	0.7170	0.1021	0.7170	0.8468
No log	11.1579	424	0.7232	0.1021	0.7232	0.8504
No log	11.2105	426	0.7565	0.0436	0.7565	0.8698
No log	11.2632	428	0.7921	-0.0984	0.7921	0.8900
No log	11.3158	430	0.8605	0.1398	0.8605	0.9276
No log	11.3684	432	0.9530	0.1343	0.9530	0.9762
No log	11.4211	434	1.0182	0.1330	1.0182	1.0091
No log	11.4737	436	1.0054	0.1045	1.0054	1.0027
No log	11.5263	438	0.8873	0.0643	0.8873	0.9420
No log	11.5789	440	0.8188	-0.0300	0.8188	0.9049
No log	11.6316	442	0.7903	-0.0967	0.7903	0.8890
No log	11.6842	444	0.7574	-0.0033	0.7574	0.8703
No log	11.7368	446	0.7490	-0.0033	0.7490	0.8654
No log	11.7895	448	0.7591	0.0436	0.7591	0.8712
No log	11.8421	450	0.7649	0.0914	0.7649	0.8746
No log	11.8947	452	0.7646	-0.0493	0.7646	0.8744
No log	11.9474	454	0.7847	-0.0307	0.7847	0.8858
No log	12.0	456	0.7985	0.0673	0.7985	0.8936
No log	12.0526	458	0.7950	0.0633	0.7950	0.8916
No log	12.1053	460	0.7966	0.0628	0.7966	0.8925
No log	12.1579	462	0.7818	0.1032	0.7818	0.8842
No log	12.2105	464	0.7524	0.0914	0.7524	0.8674
No log	12.2632	466	0.7604	-0.0264	0.7604	0.8720
No log	12.3158	468	0.7555	-0.0264	0.7555	0.8692
No log	12.3684	470	0.7436	0.0807	0.7436	0.8623
No log	12.4211	472	0.7347	0.0479	0.7347	0.8572
No log	12.4737	474	0.7309	0.0479	0.7309	0.8549
No log	12.5263	476	0.7493	0.0914	0.7493	0.8656
No log	12.5789	478	0.7608	0.0375	0.7608	0.8722
No log	12.6316	480	0.7658	0.0488	0.7658	0.8751
No log	12.6842	482	0.7711	0.0165	0.7711	0.8781
No log	12.7368	484	0.7645	-0.0385	0.7645	0.8744
No log	12.7895	486	0.7486	0.0541	0.7486	0.8652
No log	12.8421	488	0.7183	0.1021	0.7183	0.8475
No log	12.8947	490	0.7177	0.0555	0.7177	0.8471
No log	12.9474	492	0.7315	0.0	0.7315	0.8553
No log	13.0	494	0.7372	0.0	0.7372	0.8586
No log	13.0526	496	0.7546	-0.0560	0.7546	0.8687
No log	13.1053	498	0.7867	-0.0967	0.7867	0.8870
0.2907	13.1579	500	0.8433	-0.1470	0.8433	0.9183
0.2907	13.2105	502	0.8660	0.0319	0.8660	0.9306
0.2907	13.2632	504	0.8270	-0.1051	0.8270	0.9094
0.2907	13.3158	506	0.7786	0.0828	0.7786	0.8824
0.2907	13.3684	508	0.7772	0.0874	0.7772	0.8816
0.2907	13.4211	510	0.8110	0.0610	0.8110	0.9006
0.2907	13.4737	512	0.8522	-0.0063	0.8522	0.9231
0.2907	13.5263	514	0.8367	-0.0116	0.8367	0.9147
0.2907	13.5789	516	0.7783	0.0615	0.7783	0.8822
0.2907	13.6316	518	0.7602	0.0099	0.7602	0.8719
0.2907	13.6842	520	0.7937	0.0148	0.7937	0.8909
0.2907	13.7368	522	0.8043	0.0218	0.8043	0.8968
0.2907	13.7895	524	0.7889	0.1080	0.7889	0.8882
0.2907	13.8421	526	0.8224	0.0428	0.8224	0.9069
0.2907	13.8947	528	0.8464	-0.0915	0.8464	0.9200
0.2907	13.9474	530	0.8198	-0.0113	0.8198	0.9055
0.2907	14.0	532	0.8057	0.0	0.8057	0.8976
0.2907	14.0526	534	0.8236	-0.0661	0.8236	0.9075
0.2907	14.1053	536	0.8315	-0.1411	0.8315	0.9119
0.2907	14.1579	538	0.7985	0.0465	0.7985	0.8936
0.2907	14.2105	540	0.7947	0.0465	0.7947	0.8915
0.2907	14.2632	542	0.7756	-0.0029	0.7756	0.8807
0.2907	14.3158	544	0.7693	-0.0469	0.7693	0.8771
0.2907	14.3684	546	0.8032	0.0196	0.8032	0.8962
0.2907	14.4211	548	0.8966	-0.0887	0.8966	0.9469
0.2907	14.4737	550	0.9079	-0.0346	0.9079	0.9528
0.2907	14.5263	552	0.8876	0.0405	0.8876	0.9421
0.2907	14.5789	554	0.8711	0.0689	0.8711	0.9333
0.2907	14.6316	556	0.8885	0.1368	0.8885	0.9426
0.2907	14.6842	558	0.9011	0.1368	0.9011	0.9493
0.2907	14.7368	560	0.8866	0.1683	0.8866	0.9416
0.2907	14.7895	562	0.8758	0.0728	0.8758	0.9359
0.2907	14.8421	564	0.8828	0.0734	0.8828	0.9396
0.2907	14.8947	566	0.8552	0.0337	0.8552	0.9248
0.2907	14.9474	568	0.8523	-0.0082	0.8523	0.9232
0.2907	15.0	570	0.8002	0.0893	0.8002	0.8945
0.2907	15.0526	572	0.7984	0.0106	0.7984	0.8935
0.2907	15.1053	574	0.8396	-0.0852	0.8396	0.9163
0.2907	15.1579	576	0.8359	-0.0528	0.8359	0.9143
0.2907	15.2105	578	0.8083	-0.0307	0.8083	0.8990
0.2907	15.2632	580	0.7923	-0.1398	0.7923	0.8901
0.2907	15.3158	582	0.7569	0.0436	0.7569	0.8700
0.2907	15.3684	584	0.7589	0.0395	0.7589	0.8711
0.2907	15.4211	586	0.8058	0.0081	0.8058	0.8977
0.2907	15.4737	588	0.8167	0.0187	0.8167	0.9037
0.2907	15.5263	590	0.7983	-0.0493	0.7983	0.8935
0.2907	15.5789	592	0.7622	-0.0065	0.7622	0.8730
0.2907	15.6316	594	0.7580	-0.0033	0.7580	0.8707
0.2907	15.6842	596	0.8139	-0.1823	0.8139	0.9022
0.2907	15.7368	598	0.8785	0.0760	0.8785	0.9373
0.2907	15.7895	600	0.9101	0.1113	0.9101	0.9540
0.2907	15.8421	602	0.8605	0.0315	0.8605	0.9276
0.2907	15.8947	604	0.7949	-0.1893	0.7949	0.8916
0.2907	15.9474	606	0.7769	-0.0091	0.7769	0.8814
0.2907	16.0	608	0.7485	0.1318	0.7485	0.8652
0.2907	16.0526	610	0.7410	0.0260	0.7410	0.8608
0.2907	16.1053	612	0.7357	0.1318	0.7357	0.8577
0.2907	16.1579	614	0.7487	0.0909	0.7487	0.8653
0.2907	16.2105	616	0.8143	-0.0892	0.8143	0.9024
0.2907	16.2632	618	0.8970	0.0377	0.8970	0.9471
0.2907	16.3158	620	0.9197	0.0458	0.9197	0.9590
0.2907	16.3684	622	0.8964	0.0783	0.8964	0.9468
0.2907	16.4211	624	0.8795	0.1077	0.8795	0.9378
0.2907	16.4737	626	0.8833	0.1077	0.8833	0.9399
0.2907	16.5263	628	0.8944	0.1396	0.8944	0.9457
0.2907	16.5789	630	0.8855	0.1396	0.8855	0.9410
0.2907	16.6316	632	0.8566	0.0331	0.8566	0.9255
0.2907	16.6842	634	0.8385	-0.0307	0.8385	0.9157
0.2907	16.7368	636	0.8523	0.0271	0.8523	0.9232
0.2907	16.7895	638	0.8259	-0.0307	0.8259	0.9088
0.2907	16.8421	640	0.8592	0.0297	0.8592	0.9269
0.2907	16.8947	642	0.9063	0.0443	0.9063	0.9520
0.2907	16.9474	644	0.9830	0.0799	0.9830	0.9914
0.2907	17.0	646	0.9516	0.0789	0.9516	0.9755
0.2907	17.0526	648	0.8441	-0.0015	0.8441	0.9187
0.2907	17.1053	650	0.7986	0.0196	0.7986	0.8937
0.2907	17.1579	652	0.7817	0.0598	0.7817	0.8841
0.2907	17.2105	654	0.8018	-0.0307	0.8018	0.8955
0.2907	17.2632	656	0.8051	0.0110	0.8051	0.8973
0.2907	17.3158	658	0.8605	0.0007	0.8605	0.9276
0.2907	17.3684	660	0.9253	0.0767	0.9253	0.9619
0.2907	17.4211	662	0.9510	0.0492	0.9510	0.9752
0.2907	17.4737	664	0.9467	-0.0521	0.9467	0.9730
0.2907	17.5263	666	0.9699	0.0816	0.9699	0.9849
0.2907	17.5789	668	0.9071	0.1343	0.9071	0.9524
0.2907	17.6316	670	0.8236	0.0879	0.8236	0.9075
0.2907	17.6842	672	0.7935	0.0834	0.7935	0.8908
0.2907	17.7368	674	0.7755	-0.0228	0.7755	0.8806
0.2907	17.7895	676	0.7775	0.0814	0.7775	0.8817
0.2907	17.8421	678	0.8059	-0.0859	0.8059	0.8977
0.2907	17.8947	680	0.8927	0.0377	0.8927	0.9448
0.2907	17.9474	682	0.9209	0.1442	0.9209	0.9596
0.2907	18.0	684	0.8737	-0.0941	0.8737	0.9347
0.2907	18.0526	686	0.8147	-0.0385	0.8147	0.9026
0.2907	18.1053	688	0.7902	-0.0473	0.7902	0.8889
0.2907	18.1579	690	0.7610	0.0555	0.7610	0.8724
0.2907	18.2105	692	0.7783	0.0122	0.7783	0.8822
0.2907	18.2632	694	0.8195	0.0123	0.8195	0.9053
0.2907	18.3158	696	0.8727	0.0185	0.8727	0.9342
0.2907	18.3684	698	0.9322	0.0966	0.9322	0.9655
0.2907	18.4211	700	0.9547	0.0977	0.9547	0.9771
0.2907	18.4737	702	0.8858	0.0559	0.8858	0.9412
0.2907	18.5263	704	0.8458	-0.0357	0.8458	0.9197
0.2907	18.5789	706	0.8061	-0.0054	0.8061	0.8978
0.2907	18.6316	708	0.7903	0.0503	0.7903	0.8890
0.2907	18.6842	710	0.8441	-0.0089	0.8441	0.9188
0.2907	18.7368	712	0.9173	0.0420	0.9173	0.9578
0.2907	18.7895	714	0.9227	0.0420	0.9227	0.9606
0.2907	18.8421	716	0.8521	-0.0040	0.8521	0.9231
0.2907	18.8947	718	0.7640	0.0064	0.7640	0.8741
0.2907	18.9474	720	0.7475	0.0471	0.7475	0.8646
0.2907	19.0	722	0.7539	0.0414	0.7539	0.8682
0.2907	19.0526	724	0.7747	0.0471	0.7747	0.8802
0.2907	19.1053	726	0.7809	0.0061	0.7809	0.8837
0.2907	19.1579	728	0.8213	0.0260	0.8213	0.9063
0.2907	19.2105	730	0.8365	0.0345	0.8365	0.9146
0.2907	19.2632	732	0.8477	0.0377	0.8477	0.9207
0.2907	19.3158	734	0.8376	0.0756	0.8376	0.9152
0.2907	19.3684	736	0.7905	-0.0345	0.7905	0.8891
0.2907	19.4211	738	0.7603	-0.0428	0.7603	0.8720
0.2907	19.4737	740	0.7435	0.0061	0.7435	0.8623
0.2907	19.5263	742	0.7823	0.0141	0.7823	0.8845
0.2907	19.5789	744	0.8239	0.0268	0.8239	0.9077
0.2907	19.6316	746	0.8702	0.1414	0.8702	0.9329
0.2907	19.6842	748	0.8394	-0.0039	0.8394	0.9162
0.2907	19.7368	750	0.7729	0.0141	0.7729	0.8791
0.2907	19.7895	752	0.7408	0.0094	0.7408	0.8607
0.2907	19.8421	754	0.7238	0.0064	0.7238	0.8508
0.2907	19.8947	756	0.7410	0.0094	0.7410	0.8608
0.2907	19.9474	758	0.7442	0.0571	0.7442	0.8627
0.2907	20.0	760	0.7577	0.1080	0.7577	0.8705
0.2907	20.0526	762	0.7941	0.0209	0.7941	0.8911
0.2907	20.1053	764	0.8291	0.0303	0.8291	0.9105
0.2907	20.1579	766	0.8330	0.0303	0.8330	0.9127
0.2907	20.2105	768	0.8228	-0.0138	0.8228	0.9071
0.2907	20.2632	770	0.8340	0.0303	0.8340	0.9133
0.2907	20.3158	772	0.8716	0.1428	0.8716	0.9336
0.2907	20.3684	774	0.8968	0.1414	0.8968	0.9470
0.2907	20.4211	776	0.9095	0.1114	0.9095	0.9537
0.2907	20.4737	778	0.8533	0.0257	0.8533	0.9238
0.2907	20.5263	780	0.8298	-0.0500	0.8298	0.9109
0.2907	20.5789	782	0.8278	0.0129	0.8278	0.9098
0.2907	20.6316	784	0.8045	-0.0264	0.8045	0.8970
0.2907	20.6842	786	0.7543	0.1444	0.7543	0.8685
0.2907	20.7368	788	0.7495	-0.0428	0.7495	0.8658
0.2907	20.7895	790	0.7748	-0.0385	0.7748	0.8802
0.2907	20.8421	792	0.7807	-0.0385	0.7807	0.8836
0.2907	20.8947	794	0.7768	0.0571	0.7768	0.8814
0.2907	20.9474	796	0.7789	0.0585	0.7789	0.8826
0.2907	21.0	798	0.7860	0.0585	0.7860	0.8866
0.2907	21.0526	800	0.7719	0.0571	0.7719	0.8786
0.2907	21.1053	802	0.7614	0.1026	0.7614	0.8726
0.2907	21.1579	804	0.7537	0.1026	0.7537	0.8681
0.2907	21.2105	806	0.7693	0.0571	0.7693	0.8771
0.2907	21.2632	808	0.8270	-0.0173	0.8270	0.9094
0.2907	21.3158	810	0.8888	-0.1194	0.8888	0.9428
0.2907	21.3684	812	0.8545	-0.0150	0.8545	0.9244
0.2907	21.4211	814	0.7707	-0.0385	0.7707	0.8779
0.2907	21.4737	816	0.7388	0.1512	0.7388	0.8595
0.2907	21.5263	818	0.7541	0.0225	0.7541	0.8684
0.2907	21.5789	820	0.7590	0.0225	0.7590	0.8712
0.2907	21.6316	822	0.7336	0.1379	0.7336	0.8565
0.2907	21.6842	824	0.7325	0.0555	0.7325	0.8559
0.2907	21.7368	826	0.7832	-0.1010	0.7832	0.8850
0.2907	21.7895	828	0.8198	-0.1917	0.8198	0.9054
0.2907	21.8421	830	0.7912	-0.0428	0.7912	0.8895
0.2907	21.8947	832	0.7787	-0.1398	0.7787	0.8824
0.2907	21.9474	834	0.8097	0.0710	0.8097	0.8998
0.2907	22.0	836	0.8975	0.1422	0.8975	0.9473
0.2907	22.0526	838	0.9731	0.1144	0.9731	0.9865
0.2907	22.1053	840	0.9725	0.0837	0.9725	0.9861
0.2907	22.1579	842	0.8999	0.0406	0.8999	0.9486
0.2907	22.2105	844	0.8321	-0.0774	0.8321	0.9122
0.2907	22.2632	846	0.7747	-0.0499	0.7747	0.8802
0.2907	22.3158	848	0.7633	-0.0551	0.7633	0.8737
0.2907	22.3684	850	0.7501	0.0	0.7501	0.8661
0.2907	22.4211	852	0.7113	0.0555	0.7113	0.8434
0.2907	22.4737	854	0.6887	0.1021	0.6887	0.8299
0.2907	22.5263	856	0.6894	0.1379	0.6894	0.8303
0.2907	22.5789	858	0.6981	0.0909	0.6981	0.8355
0.2907	22.6316	860	0.7270	0.1082	0.7270	0.8526
0.2907	22.6842	862	0.7465	0.0587	0.7465	0.8640
0.2907	22.7368	864	0.7783	-0.0473	0.7783	0.8822
0.2907	22.7895	866	0.7775	-0.0473	0.7775	0.8818
0.2907	22.8421	868	0.7502	-0.0541	0.7502	0.8661
0.2907	22.8947	870	0.7386	-0.0033	0.7386	0.8594
0.2907	22.9474	872	0.7660	-0.0892	0.7660	0.8752
0.2907	23.0	874	0.8390	-0.1142	0.8390	0.9160
0.2907	23.0526	876	0.8495	-0.0633	0.8495	0.9217
0.2907	23.1053	878	0.8338	-0.1142	0.8338	0.9131
0.2907	23.1579	880	0.8182	-0.0724	0.8182	0.9045
0.2907	23.2105	882	0.7603	-0.1067	0.7603	0.8720
0.2907	23.2632	884	0.7094	0.0964	0.7094	0.8423
0.2907	23.3158	886	0.7090	0.1379	0.7090	0.8420
0.2907	23.3684	888	0.7072	0.1379	0.7072	0.8409
0.2907	23.4211	890	0.7151	0.1082	0.7151	0.8456
0.2907	23.4737	892	0.7924	-0.0451	0.7924	0.8902
0.2907	23.5263	894	0.9035	-0.0377	0.9035	0.9505
0.2907	23.5789	896	0.9600	0.1149	0.9600	0.9798
0.2907	23.6316	898	0.9432	0.0810	0.9432	0.9712
0.2907	23.6842	900	0.8749	-0.1354	0.8749	0.9353
0.2907	23.7368	902	0.8082	-0.0892	0.8082	0.8990
0.2907	23.7895	904	0.7885	-0.0118	0.7885	0.8879
0.2907	23.8421	906	0.7970	0.0247	0.7970	0.8927
0.2907	23.8947	908	0.7875	0.1318	0.7875	0.8874
0.2907	23.9474	910	0.7665	0.0863	0.7665	0.8755
0.2907	24.0	912	0.7629	0.0	0.7629	0.8734
0.2907	24.0526	914	0.7607	0.0555	0.7607	0.8722
0.2907	24.1053	916	0.7527	0.0	0.7527	0.8676
0.2907	24.1579	918	0.7501	0.0	0.7501	0.8661
0.2907	24.2105	920	0.7711	0.0	0.7711	0.8781
0.2907	24.2632	922	0.7754	0.0	0.7754	0.8806
0.2907	24.3158	924	0.8010	-0.0551	0.8010	0.8950
0.2907	24.3684	926	0.8119	-0.1547	0.8119	0.9010
0.2907	24.4211	928	0.8127	0.0595	0.8127	0.9015
0.2907	24.4737	930	0.7843	-0.0465	0.7843	0.8856
0.2907	24.5263	932	0.7563	-0.0118	0.7563	0.8697
0.2907	24.5789	934	0.7480	-0.0118	0.7480	0.8649
0.2907	24.6316	936	0.7590	-0.1033	0.7590	0.8712
0.2907	24.6842	938	0.7695	-0.0465	0.7695	0.8772
0.2907	24.7368	940	0.7738	-0.0426	0.7738	0.8797
0.2907	24.7895	942	0.7792	-0.0387	0.7792	0.8827
0.2907	24.8421	944	0.7658	-0.0446	0.7658	0.8751
0.2907	24.8947	946	0.7373	0.0355	0.7373	0.8587
0.2907	24.9474	948	0.7367	0.0318	0.7367	0.8583
0.2907	25.0	950	0.7409	0.0318	0.7409	0.8608
0.2907	25.0526	952	0.7508	0.0918	0.7508	0.8665
0.2907	25.1053	954	0.7858	-0.0370	0.7858	0.8865
0.2907	25.1579	956	0.8660	0.0363	0.8660	0.9306
0.2907	25.2105	958	0.8883	0.1159	0.8883	0.9425
0.2907	25.2632	960	0.8351	-0.0738	0.8351	0.9138
0.2907	25.3158	962	0.7701	-0.0473	0.7701	0.8775
0.2907	25.3684	964	0.7246	0.0436	0.7246	0.8512
0.2907	25.4211	966	0.7069	0.0964	0.7069	0.8407
0.2907	25.4737	968	0.6996	0.1444	0.6996	0.8364
0.2907	25.5263	970	0.7038	0.1444	0.7038	0.8389
0.2907	25.5789	972	0.7114	0.1444	0.7114	0.8434
0.2907	25.6316	974	0.7295	0.0436	0.7295	0.8541
0.2907	25.6842	976	0.7576	0.0	0.7576	0.8704
0.2907	25.7368	978	0.7592	0.0	0.7592	0.8713
0.2907	25.7895	980	0.7417	0.0	0.7417	0.8612
0.2907	25.8421	982	0.7211	0.0479	0.7211	0.8492
0.2907	25.8947	984	0.7279	0.0436	0.7279	0.8532
0.2907	25.9474	986	0.7433	-0.0578	0.7433	0.8621
0.2907	26.0	988	0.7982	-0.0370	0.7982	0.8934
0.2907	26.0526	990	0.8974	0.0365	0.8974	0.9473
0.2907	26.1053	992	0.9719	0.1111	0.9719	0.9859
0.2907	26.1579	994	0.9529	0.0789	0.9528	0.9761
0.2907	26.2105	996	0.8761	-0.0037	0.8761	0.9360
0.2907	26.2632	998	0.8019	-0.0407	0.8019	0.8955
0.0567	26.3158	1000	0.7793	-0.0086	0.7793	0.8828
0.0567	26.3684	1002	0.7876	-0.0113	0.7876	0.8875
0.0567	26.4211	1004	0.7999	-0.0599	0.7999	0.8944
0.0567	26.4737	1006	0.8151	-0.0483	0.8151	0.9028
0.0567	26.5263	1008	0.8433	0.1393	0.8433	0.9183
0.0567	26.5789	1010	0.8567	0.0656	0.8567	0.9256
0.0567	26.6316	1012	0.8425	0.0644	0.8425	0.9179
0.0567	26.6842	1014	0.8123	-0.0493	0.8123	0.9013
0.0567	26.7368	1016	0.7791	0.0436	0.7791	0.8827
0.0567	26.7895	1018	0.7665	0.0436	0.7665	0.8755
0.0567	26.8421	1020	0.7658	0.0524	0.7658	0.8751
0.0567	26.8947	1022	0.7658	0.0524	0.7658	0.8751
0.0567	26.9474	1024	0.7520	0.0964	0.7520	0.8672
0.0567	27.0	1026	0.7428	0.0964	0.7428	0.8619
0.0567	27.0526	1028	0.7578	0.0964	0.7578	0.8705
0.0567	27.1053	1030	0.7877	-0.0513	0.7877	0.8875
0.0567	27.1579	1032	0.8373	-0.0345	0.8373	0.9151
0.0567	27.2105	1034	0.8211	-0.0345	0.8211	0.9061
0.0567	27.2632	1036	0.7593	-0.0493	0.7593	0.8714
0.0567	27.3158	1038	0.7245	0.0964	0.7245	0.8512
0.0567	27.3684	1040	0.7263	0.1318	0.7263	0.8522
0.0567	27.4211	1042	0.7387	0.1318	0.7387	0.8595
0.0567	27.4737	1044	0.7387	0.1318	0.7387	0.8595
0.0567	27.5263	1046	0.7467	0.1318	0.7467	0.8641
0.0567	27.5789	1048	0.7618	-0.0578	0.7618	0.8728
0.0567	27.6316	1050	0.7827	-0.0532	0.7827	0.8847
0.0567	27.6842	1052	0.7964	-0.0488	0.7964	0.8924
0.0567	27.7368	1054	0.8210	-0.0949	0.8210	0.9061
0.0567	27.7895	1056	0.8281	-0.0949	0.8281	0.9100

Framework versions

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