ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k20_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: 0.9918
• Qwk: 0.6179
• Mse: 0.9918
• Rmse: 0.9959

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	0.0256	2	2.2435	0.0151	2.2435	1.4978
No log	0.0513	4	1.4608	0.2167	1.4608	1.2087
No log	0.0769	6	1.6039	0.1705	1.6039	1.2664
No log	0.1026	8	1.8408	0.1668	1.8408	1.3568
No log	0.1282	10	1.9894	0.1987	1.9894	1.4105
No log	0.1538	12	2.0100	0.1985	2.0100	1.4178
No log	0.1795	14	1.8850	0.3145	1.8850	1.3730
No log	0.2051	16	1.6912	0.1552	1.6912	1.3005
No log	0.2308	18	1.5333	0.0859	1.5333	1.2382
No log	0.2564	20	1.4682	0.1365	1.4682	1.2117
No log	0.2821	22	1.4288	0.1283	1.4288	1.1953
No log	0.3077	24	1.4328	0.0859	1.4328	1.1970
No log	0.3333	26	1.4757	0.0857	1.4757	1.2148
No log	0.3590	28	1.6308	0.3224	1.6308	1.2770
No log	0.3846	30	1.6727	0.3171	1.6727	1.2933
No log	0.4103	32	1.6185	0.2021	1.6185	1.2722
No log	0.4359	34	1.5306	0.1838	1.5306	1.2372
No log	0.4615	36	1.5497	0.1523	1.5497	1.2449
No log	0.4872	38	1.4577	0.1555	1.4577	1.2074
No log	0.5128	40	1.4435	0.1708	1.4435	1.2015
No log	0.5385	42	1.5558	0.3010	1.5558	1.2473
No log	0.5641	44	1.6064	0.2947	1.6064	1.2675
No log	0.5897	46	1.5159	0.2829	1.5159	1.2312
No log	0.6154	48	1.3776	0.2712	1.3776	1.1737
No log	0.6410	50	1.3493	0.2866	1.3493	1.1616
No log	0.6667	52	1.3741	0.2762	1.3741	1.1722
No log	0.6923	54	1.3150	0.3331	1.3150	1.1467
No log	0.7179	56	1.3037	0.3262	1.3037	1.1418
No log	0.7436	58	1.3148	0.3206	1.3148	1.1467
No log	0.7692	60	1.2885	0.2898	1.2885	1.1351
No log	0.7949	62	1.2936	0.2730	1.2936	1.1373
No log	0.8205	64	1.4828	0.2895	1.4828	1.2177
No log	0.8462	66	1.6223	0.3369	1.6223	1.2737
No log	0.8718	68	1.6009	0.3759	1.6009	1.2653
No log	0.8974	70	1.3809	0.3486	1.3809	1.1751
No log	0.9231	72	1.2458	0.3183	1.2458	1.1162
No log	0.9487	74	1.2542	0.3090	1.2542	1.1199
No log	0.9744	76	1.3064	0.3087	1.3064	1.1430
No log	1.0	78	1.3829	0.3647	1.3829	1.1760
No log	1.0256	80	1.4116	0.3947	1.4116	1.1881
No log	1.0513	82	1.2850	0.4159	1.2850	1.1336
No log	1.0769	84	1.2680	0.4083	1.2680	1.1261
No log	1.1026	86	1.1417	0.4360	1.1417	1.0685
No log	1.1282	88	1.0689	0.4606	1.0689	1.0339
No log	1.1538	90	1.1115	0.4608	1.1115	1.0543
No log	1.1795	92	1.0390	0.4814	1.0390	1.0193
No log	1.2051	94	1.0051	0.4166	1.0051	1.0026
No log	1.2308	96	1.1338	0.4728	1.1338	1.0648
No log	1.2564	98	1.3702	0.5005	1.3702	1.1706
No log	1.2821	100	1.6934	0.4841	1.6934	1.3013
No log	1.3077	102	1.6506	0.4887	1.6506	1.2847
No log	1.3333	104	1.4900	0.5368	1.4900	1.2207
No log	1.3590	106	1.2367	0.5921	1.2367	1.1121
No log	1.3846	108	1.2435	0.6164	1.2435	1.1151
No log	1.4103	110	1.2657	0.5955	1.2657	1.1250
No log	1.4359	112	1.2234	0.6021	1.2234	1.1061
No log	1.4615	114	1.4452	0.5688	1.4452	1.2022
No log	1.4872	116	1.7327	0.5415	1.7327	1.3163
No log	1.5128	118	1.2618	0.5813	1.2618	1.1233
No log	1.5385	120	0.9119	0.6014	0.9119	0.9549
No log	1.5641	122	0.9138	0.6276	0.9138	0.9559
No log	1.5897	124	1.2406	0.5994	1.2406	1.1138
No log	1.6154	126	1.7426	0.5037	1.7426	1.3201
No log	1.6410	128	1.6089	0.5511	1.6089	1.2684
No log	1.6667	130	1.1025	0.6364	1.1025	1.0500
No log	1.6923	132	1.0009	0.6120	1.0009	1.0005
No log	1.7179	134	0.9870	0.6048	0.9870	0.9935
No log	1.7436	136	1.1097	0.6181	1.1097	1.0534
No log	1.7692	138	1.1679	0.6128	1.1679	1.0807
No log	1.7949	140	0.9301	0.6185	0.9301	0.9644
No log	1.8205	142	0.9118	0.6185	0.9118	0.9549
No log	1.8462	144	1.0762	0.6134	1.0762	1.0374
No log	1.8718	146	1.1501	0.6012	1.1501	1.0724
No log	1.8974	148	0.9636	0.5986	0.9636	0.9816
No log	1.9231	150	0.8112	0.6239	0.8112	0.9006
No log	1.9487	152	0.7589	0.6211	0.7589	0.8712
No log	1.9744	154	0.7826	0.6564	0.7826	0.8847
No log	2.0	156	1.1849	0.6172	1.1849	1.0885
No log	2.0256	158	1.4677	0.5764	1.4677	1.2115
No log	2.0513	160	1.2852	0.6002	1.2852	1.1337
No log	2.0769	162	0.9612	0.6484	0.9612	0.9804
No log	2.1026	164	0.8075	0.6390	0.8075	0.8986
No log	2.1282	166	0.8564	0.6514	0.8564	0.9254
No log	2.1538	168	1.0454	0.6187	1.0454	1.0224
No log	2.1795	170	1.0851	0.6146	1.0851	1.0417
No log	2.2051	172	1.1331	0.6062	1.1331	1.0645
No log	2.2308	174	1.0417	0.6198	1.0417	1.0206
No log	2.2564	176	1.0012	0.6334	1.0012	1.0006
No log	2.2821	178	1.1530	0.6325	1.1530	1.0738
No log	2.3077	180	1.1999	0.6362	1.1999	1.0954
No log	2.3333	182	1.1189	0.6354	1.1189	1.0578
No log	2.3590	184	0.9294	0.6389	0.9294	0.9640
No log	2.3846	186	0.9861	0.6339	0.9861	0.9930
No log	2.4103	188	1.2341	0.6002	1.2341	1.1109
No log	2.4359	190	1.2686	0.5926	1.2686	1.1263
No log	2.4615	192	1.0827	0.5901	1.0827	1.0405
No log	2.4872	194	0.8961	0.5936	0.8961	0.9466
No log	2.5128	196	0.9079	0.6088	0.9079	0.9529
No log	2.5385	198	1.1239	0.5988	1.1239	1.0601
No log	2.5641	200	1.2558	0.5527	1.2558	1.1206
No log	2.5897	202	1.1524	0.6033	1.1524	1.0735
No log	2.6154	204	0.9584	0.6571	0.9584	0.9790
No log	2.6410	206	0.9198	0.6640	0.9198	0.9591
No log	2.6667	208	1.0907	0.6022	1.0907	1.0444
No log	2.6923	210	1.5133	0.5540	1.5133	1.2302
No log	2.7179	212	1.6630	0.5212	1.6630	1.2896
No log	2.7436	214	1.5349	0.4962	1.5349	1.2389
No log	2.7692	216	1.2267	0.5576	1.2267	1.1076
No log	2.7949	218	1.0296	0.6184	1.0296	1.0147
No log	2.8205	220	0.9597	0.6134	0.9597	0.9796
No log	2.8462	222	0.9145	0.6088	0.9145	0.9563
No log	2.8718	224	0.8971	0.6182	0.8971	0.9471
No log	2.8974	226	1.0827	0.6110	1.0827	1.0405
No log	2.9231	228	1.4820	0.5413	1.4820	1.2174
No log	2.9487	230	1.6855	0.5351	1.6855	1.2983
No log	2.9744	232	1.4998	0.5819	1.4998	1.2247
No log	3.0	234	1.1346	0.6227	1.1346	1.0652
No log	3.0256	236	0.9771	0.6361	0.9771	0.9885
No log	3.0513	238	0.9945	0.6361	0.9945	0.9972
No log	3.0769	240	1.0163	0.6346	1.0163	1.0081
No log	3.1026	242	1.1454	0.5863	1.1454	1.0702
No log	3.1282	244	1.1611	0.5788	1.1611	1.0775
No log	3.1538	246	1.1386	0.5893	1.1386	1.0670
No log	3.1795	248	1.1937	0.5849	1.1937	1.0926
No log	3.2051	250	1.1933	0.5849	1.1933	1.0924
No log	3.2308	252	1.1991	0.5849	1.1991	1.0951
No log	3.2564	254	1.1641	0.5735	1.1641	1.0789
No log	3.2821	256	0.9746	0.6280	0.9746	0.9872
No log	3.3077	258	0.8550	0.6370	0.8550	0.9246
No log	3.3333	260	0.8569	0.6334	0.8569	0.9257
No log	3.3590	262	0.8738	0.6499	0.8738	0.9348
No log	3.3846	264	1.0896	0.6409	1.0896	1.0438
No log	3.4103	266	1.2833	0.6285	1.2833	1.1328
No log	3.4359	268	1.3311	0.6143	1.3311	1.1537
No log	3.4615	270	1.1522	0.6174	1.1522	1.0734
No log	3.4872	272	0.9155	0.6406	0.9155	0.9568
No log	3.5128	274	0.8681	0.6606	0.8681	0.9317
No log	3.5385	276	0.9389	0.6198	0.9389	0.9690
No log	3.5641	278	1.1025	0.5723	1.1025	1.0500
No log	3.5897	280	1.2644	0.5212	1.2644	1.1244
No log	3.6154	282	1.2685	0.5786	1.2685	1.1263
No log	3.6410	284	1.0515	0.6168	1.0515	1.0254
No log	3.6667	286	0.8418	0.6744	0.8418	0.9175
No log	3.6923	288	0.7861	0.6906	0.7861	0.8866
No log	3.7179	290	0.8460	0.6578	0.8460	0.9198
No log	3.7436	292	1.0583	0.6030	1.0583	1.0287
No log	3.7692	294	1.1864	0.5866	1.1864	1.0892
No log	3.7949	296	1.0947	0.5798	1.0947	1.0463
No log	3.8205	298	0.9833	0.6351	0.9833	0.9916
No log	3.8462	300	1.0088	0.6172	1.0088	1.0044
No log	3.8718	302	0.9920	0.6387	0.9920	0.9960
No log	3.8974	304	0.9841	0.6464	0.9841	0.9920
No log	3.9231	306	0.9837	0.6577	0.9837	0.9918
No log	3.9487	308	1.1248	0.5935	1.1248	1.0606
No log	3.9744	310	1.1869	0.5837	1.1869	1.0894
No log	4.0	312	1.1877	0.5725	1.1877	1.0898
No log	4.0256	314	0.9969	0.6426	0.9969	0.9984
No log	4.0513	316	0.9320	0.6687	0.9320	0.9654
No log	4.0769	318	0.9646	0.6230	0.9646	0.9822
No log	4.1026	320	1.0846	0.5639	1.0846	1.0414
No log	4.1282	322	1.1883	0.5435	1.1883	1.0901
No log	4.1538	324	1.1958	0.5435	1.1958	1.0935
No log	4.1795	326	1.2153	0.5452	1.2153	1.1024
No log	4.2051	328	1.1070	0.5830	1.1070	1.0521
No log	4.2308	330	0.9542	0.6529	0.9542	0.9768
No log	4.2564	332	0.8489	0.6638	0.8489	0.9214
No log	4.2821	334	0.8495	0.6538	0.8495	0.9217
No log	4.3077	336	0.8729	0.6686	0.8729	0.9343
No log	4.3333	338	0.9617	0.6403	0.9617	0.9807
No log	4.3590	340	1.0438	0.6188	1.0438	1.0217
No log	4.3846	342	1.1111	0.6105	1.1111	1.0541
No log	4.4103	344	1.0840	0.6008	1.0840	1.0411
No log	4.4359	346	1.0501	0.5884	1.0501	1.0247
No log	4.4615	348	0.9757	0.6290	0.9757	0.9878
No log	4.4872	350	0.9564	0.6338	0.9564	0.9779
No log	4.5128	352	1.0184	0.6161	1.0184	1.0092
No log	4.5385	354	1.1314	0.5808	1.1314	1.0637
No log	4.5641	356	1.1295	0.5808	1.1295	1.0628
No log	4.5897	358	1.0929	0.5980	1.0929	1.0454
No log	4.6154	360	0.9856	0.6284	0.9856	0.9928
No log	4.6410	362	0.9453	0.6651	0.9453	0.9723
No log	4.6667	364	0.9964	0.6113	0.9964	0.9982
No log	4.6923	366	1.0139	0.6071	1.0139	1.0069
No log	4.7179	368	0.9710	0.6231	0.9710	0.9854
No log	4.7436	370	0.9636	0.6258	0.9636	0.9816
No log	4.7692	372	1.0048	0.6184	1.0048	1.0024
No log	4.7949	374	1.0072	0.6144	1.0072	1.0036
No log	4.8205	376	0.9438	0.6569	0.9438	0.9715
No log	4.8462	378	0.9633	0.6490	0.9633	0.9815
No log	4.8718	380	0.9317	0.6799	0.9317	0.9652
No log	4.8974	382	0.8908	0.6569	0.8908	0.9438
No log	4.9231	384	0.9032	0.6586	0.9032	0.9504
No log	4.9487	386	0.9985	0.6353	0.9985	0.9992
No log	4.9744	388	1.1209	0.5899	1.1209	1.0587
No log	5.0	390	1.1235	0.5899	1.1235	1.0600
No log	5.0256	392	1.0113	0.6515	1.0113	1.0056
No log	5.0513	394	0.8935	0.6458	0.8935	0.9452
No log	5.0769	396	0.8060	0.6393	0.8060	0.8978
No log	5.1026	398	0.8071	0.6422	0.8071	0.8984
No log	5.1282	400	0.8637	0.6712	0.8637	0.9294
No log	5.1538	402	0.9932	0.6447	0.9932	0.9966
No log	5.1795	404	1.1899	0.6182	1.1899	1.0908
No log	5.2051	406	1.2454	0.6144	1.2454	1.1160
No log	5.2308	408	1.2418	0.6144	1.2418	1.1144
No log	5.2564	410	1.1448	0.6236	1.1448	1.0700
No log	5.2821	412	1.0417	0.6393	1.0417	1.0207
No log	5.3077	414	0.9757	0.6290	0.9757	0.9878
No log	5.3333	416	1.0079	0.6332	1.0079	1.0040
No log	5.3590	418	1.0536	0.5998	1.0536	1.0264
No log	5.3846	420	1.0495	0.6093	1.0495	1.0244
No log	5.4103	422	1.0204	0.6280	1.0204	1.0102
No log	5.4359	424	1.0077	0.6296	1.0077	1.0038
No log	5.4615	426	1.0509	0.6476	1.0509	1.0251
No log	5.4872	428	1.1226	0.5766	1.1226	1.0595
No log	5.5128	430	1.1210	0.5839	1.1210	1.0588
No log	5.5385	432	1.0886	0.6063	1.0886	1.0433
No log	5.5641	434	0.9906	0.6442	0.9906	0.9953
No log	5.5897	436	0.9662	0.6442	0.9662	0.9829
No log	5.6154	438	1.0265	0.6275	1.0265	1.0132
No log	5.6410	440	1.0905	0.6294	1.0905	1.0443
No log	5.6667	442	1.0498	0.6379	1.0498	1.0246
No log	5.6923	444	0.9194	0.6289	0.9194	0.9588
No log	5.7179	446	0.7955	0.6926	0.7955	0.8919
No log	5.7436	448	0.7709	0.6841	0.7709	0.8780
No log	5.7692	450	0.7732	0.6881	0.7732	0.8793
No log	5.7949	452	0.7805	0.6833	0.7805	0.8835
No log	5.8205	454	0.8205	0.6465	0.8205	0.9058
No log	5.8462	456	0.9356	0.6220	0.9356	0.9673
No log	5.8718	458	1.1324	0.5788	1.1324	1.0641
No log	5.8974	460	1.2558	0.5848	1.2558	1.1206
No log	5.9231	462	1.2259	0.6074	1.2259	1.1072
No log	5.9487	464	1.0781	0.5923	1.0781	1.0383
No log	5.9744	466	0.8911	0.6505	0.8911	0.9440
No log	6.0	468	0.8228	0.6854	0.8228	0.9071
No log	6.0256	470	0.8306	0.6830	0.8306	0.9113
No log	6.0513	472	0.8885	0.6592	0.8885	0.9426
No log	6.0769	474	1.0105	0.6061	1.0105	1.0052
No log	6.1026	476	1.0927	0.6013	1.0927	1.0453
No log	6.1282	478	1.1317	0.6043	1.1317	1.0638
No log	6.1538	480	1.0841	0.5951	1.0841	1.0412
No log	6.1795	482	0.9893	0.6241	0.9893	0.9946
No log	6.2051	484	0.9521	0.6573	0.9521	0.9757
No log	6.2308	486	0.9346	0.6670	0.9346	0.9667
No log	6.2564	488	0.9685	0.6241	0.9685	0.9841
No log	6.2821	490	1.0361	0.6050	1.0361	1.0179
No log	6.3077	492	1.0648	0.6112	1.0648	1.0319
No log	6.3333	494	0.9983	0.6181	0.9983	0.9992
No log	6.3590	496	0.9622	0.6251	0.9622	0.9809
No log	6.3846	498	0.9715	0.6266	0.9715	0.9856
0.3657	6.4103	500	0.9587	0.6359	0.9587	0.9791
0.3657	6.4359	502	0.9340	0.6339	0.9340	0.9664
0.3657	6.4615	504	0.9232	0.6383	0.9232	0.9608
0.3657	6.4872	506	0.9570	0.6441	0.9570	0.9783
0.3657	6.5128	508	0.9876	0.6316	0.9876	0.9938
0.3657	6.5385	510	0.9808	0.6377	0.9808	0.9903
0.3657	6.5641	512	0.9407	0.6517	0.9407	0.9699
0.3657	6.5897	514	0.9574	0.6553	0.9574	0.9785
0.3657	6.6154	516	0.9394	0.6509	0.9394	0.9692
0.3657	6.6410	518	0.9550	0.6376	0.9550	0.9772
0.3657	6.6667	520	1.0199	0.6294	1.0199	1.0099
0.3657	6.6923	522	1.1221	0.5839	1.1221	1.0593
0.3657	6.7179	524	1.1724	0.5848	1.1724	1.0828
0.3657	6.7436	526	1.1148	0.5997	1.1148	1.0558
0.3657	6.7692	528	1.0038	0.6408	1.0038	1.0019
0.3657	6.7949	530	0.9502	0.6470	0.9502	0.9748
0.3657	6.8205	532	0.9329	0.6669	0.9329	0.9659
0.3657	6.8462	534	0.9052	0.6669	0.9052	0.9514
0.3657	6.8718	536	0.9001	0.6669	0.9001	0.9487
0.3657	6.8974	538	0.8826	0.6595	0.8826	0.9394
0.3657	6.9231	540	0.8691	0.6687	0.8691	0.9323
0.3657	6.9487	542	0.8582	0.6580	0.8582	0.9264
0.3657	6.9744	544	0.8936	0.6734	0.8936	0.9453
0.3657	7.0	546	0.9665	0.6339	0.9665	0.9831
0.3657	7.0256	548	1.0097	0.6150	1.0097	1.0048
0.3657	7.0513	550	1.0275	0.6033	1.0275	1.0136
0.3657	7.0769	552	0.9986	0.6067	0.9986	0.9993
0.3657	7.1026	554	0.9482	0.6606	0.9482	0.9738
0.3657	7.1282	556	0.9001	0.6716	0.9001	0.9487
0.3657	7.1538	558	0.8926	0.6716	0.8926	0.9448
0.3657	7.1795	560	0.9179	0.6546	0.9179	0.9580
0.3657	7.2051	562	0.9732	0.6588	0.9732	0.9865
0.3657	7.2308	564	1.0466	0.6010	1.0466	1.0230
0.3657	7.2564	566	1.0837	0.6108	1.0837	1.0410
0.3657	7.2821	568	1.0756	0.6027	1.0756	1.0371
0.3657	7.3077	570	1.0808	0.6076	1.0808	1.0396
0.3657	7.3333	572	1.1311	0.5917	1.1311	1.0635
0.3657	7.3590	574	1.1630	0.5848	1.1630	1.0784
0.3657	7.3846	576	1.1343	0.5827	1.1343	1.0651
0.3657	7.4103	578	1.0663	0.5869	1.0663	1.0326
0.3657	7.4359	580	1.0234	0.6044	1.0234	1.0116
0.3657	7.4615	582	1.0414	0.6106	1.0414	1.0205
0.3657	7.4872	584	1.0560	0.5891	1.0560	1.0276
0.3657	7.5128	586	1.0541	0.5891	1.0541	1.0267
0.3657	7.5385	588	1.0754	0.5891	1.0754	1.0370
0.3657	7.5641	590	1.1322	0.5786	1.1322	1.0641
0.3657	7.5897	592	1.1392	0.5786	1.1392	1.0674
0.3657	7.6154	594	1.1102	0.5797	1.1102	1.0537
0.3657	7.6410	596	1.0807	0.5829	1.0807	1.0396
0.3657	7.6667	598	1.0360	0.6120	1.0360	1.0179
0.3657	7.6923	600	0.9977	0.6465	0.9977	0.9988
0.3657	7.7179	602	1.0012	0.6465	1.0012	1.0006
0.3657	7.7436	604	1.0213	0.6186	1.0213	1.0106
0.3657	7.7692	606	1.0418	0.6114	1.0418	1.0207
0.3657	7.7949	608	1.0843	0.5880	1.0843	1.0413
0.3657	7.8205	610	1.0969	0.5724	1.0969	1.0473
0.3657	7.8462	612	1.0816	0.5935	1.0816	1.0400
0.3657	7.8718	614	1.0975	0.5997	1.0975	1.0476
0.3657	7.8974	616	1.1513	0.5746	1.1513	1.0730
0.3657	7.9231	618	1.1699	0.5632	1.1699	1.0816
0.3657	7.9487	620	1.1960	0.5614	1.1960	1.0936
0.3657	7.9744	622	1.1762	0.5837	1.1762	1.0845
0.3657	8.0	624	1.1618	0.5837	1.1618	1.0779
0.3657	8.0256	626	1.1168	0.5942	1.1168	1.0568
0.3657	8.0513	628	1.0792	0.5997	1.0792	1.0388
0.3657	8.0769	630	1.0299	0.6105	1.0299	1.0148
0.3657	8.1026	632	1.0126	0.6036	1.0126	1.0063
0.3657	8.1282	634	1.0218	0.6121	1.0218	1.0109
0.3657	8.1538	636	1.0539	0.6038	1.0539	1.0266
0.3657	8.1795	638	1.1018	0.5982	1.1018	1.0496
0.3657	8.2051	640	1.0954	0.5982	1.0954	1.0466
0.3657	8.2308	642	1.0768	0.5982	1.0768	1.0377
0.3657	8.2564	644	1.0620	0.6126	1.0620	1.0305
0.3657	8.2821	646	1.0299	0.6068	1.0299	1.0148
0.3657	8.3077	648	1.0075	0.6174	1.0075	1.0037
0.3657	8.3333	650	1.0076	0.6027	1.0076	1.0038
0.3657	8.3590	652	1.0443	0.6040	1.0443	1.0219
0.3657	8.3846	654	1.0551	0.6040	1.0551	1.0272
0.3657	8.4103	656	1.0634	0.5982	1.0634	1.0312
0.3657	8.4359	658	1.0848	0.5982	1.0848	1.0416
0.3657	8.4615	660	1.0854	0.5982	1.0854	1.0418
0.3657	8.4872	662	1.0870	0.5982	1.0870	1.0426
0.3657	8.5128	664	1.0876	0.5982	1.0876	1.0429
0.3657	8.5385	666	1.0556	0.5982	1.0556	1.0274
0.3657	8.5641	668	1.0360	0.6124	1.0360	1.0178
0.3657	8.5897	670	1.0370	0.6124	1.0370	1.0183
0.3657	8.6154	672	1.0448	0.6038	1.0448	1.0221
0.3657	8.6410	674	1.0438	0.6038	1.0438	1.0216
0.3657	8.6667	676	1.0177	0.6179	1.0177	1.0088
0.3657	8.6923	678	0.9866	0.6266	0.9866	0.9933
0.3657	8.7179	680	0.9660	0.6294	0.9660	0.9829
0.3657	8.7436	682	0.9650	0.6356	0.9650	0.9823
0.3657	8.7692	684	0.9692	0.6266	0.9692	0.9845
0.3657	8.7949	686	0.9742	0.6266	0.9742	0.9870
0.3657	8.8205	688	0.9946	0.6179	0.9946	0.9973
0.3657	8.8462	690	1.0067	0.6179	1.0067	1.0033
0.3657	8.8718	692	1.0130	0.6179	1.0130	1.0065
0.3657	8.8974	694	1.0307	0.6035	1.0307	1.0152
0.3657	8.9231	696	1.0359	0.6035	1.0359	1.0178
0.3657	8.9487	698	1.0319	0.6092	1.0319	1.0158
0.3657	8.9744	700	1.0428	0.6035	1.0428	1.0212
0.3657	9.0	702	1.0550	0.6067	1.0550	1.0271
0.3657	9.0256	704	1.0433	0.6035	1.0433	1.0214
0.3657	9.0513	706	1.0288	0.6092	1.0288	1.0143
0.3657	9.0769	708	0.9987	0.6179	0.9987	0.9994
0.3657	9.1026	710	0.9741	0.6294	0.9741	0.9870
0.3657	9.1282	712	0.9621	0.6322	0.9621	0.9808
0.3657	9.1538	714	0.9667	0.6322	0.9667	0.9832
0.3657	9.1795	716	0.9769	0.6294	0.9769	0.9884
0.3657	9.2051	718	0.9955	0.6179	0.9955	0.9977
0.3657	9.2308	720	1.0225	0.6092	1.0225	1.0112
0.3657	9.2564	722	1.0354	0.6124	1.0354	1.0175
0.3657	9.2821	724	1.0368	0.6124	1.0368	1.0183
0.3657	9.3077	726	1.0417	0.6124	1.0417	1.0206
0.3657	9.3333	728	1.0383	0.6124	1.0383	1.0190
0.3657	9.3590	730	1.0235	0.6092	1.0235	1.0117
0.3657	9.3846	732	1.0066	0.6207	1.0066	1.0033
0.3657	9.4103	734	1.0005	0.6207	1.0005	1.0002
0.3657	9.4359	736	0.9996	0.6207	0.9996	0.9998
0.3657	9.4615	738	1.0033	0.6092	1.0034	1.0017
0.3657	9.4872	740	1.0052	0.6092	1.0052	1.0026
0.3657	9.5128	742	1.0035	0.6000	1.0035	1.0017
0.3657	9.5385	744	0.9993	0.6000	0.9993	0.9996
0.3657	9.5641	746	0.9999	0.6088	0.9999	0.9999
0.3657	9.5897	748	1.0036	0.6088	1.0036	1.0018
0.3657	9.6154	750	0.9997	0.6088	0.9997	0.9999
0.3657	9.6410	752	0.9949	0.6088	0.9949	0.9974
0.3657	9.6667	754	0.9943	0.6088	0.9943	0.9971
0.3657	9.6923	756	0.9900	0.6088	0.9900	0.9950
0.3657	9.7179	758	0.9822	0.6205	0.9822	0.9911
0.3657	9.7436	760	0.9796	0.6205	0.9796	0.9897
0.3657	9.7692	762	0.9788	0.6205	0.9788	0.9893
0.3657	9.7949	764	0.9763	0.6205	0.9763	0.9881
0.3657	9.8205	766	0.9764	0.6205	0.9764	0.9881
0.3657	9.8462	768	0.9798	0.6179	0.9798	0.9899
0.3657	9.8718	770	0.9839	0.6179	0.9839	0.9919
0.3657	9.8974	772	0.9872	0.6179	0.9872	0.9936
0.3657	9.9231	774	0.9890	0.6179	0.9890	0.9945
0.3657	9.9487	776	0.9903	0.6179	0.9903	0.9951
0.3657	9.9744	778	0.9914	0.6179	0.9914	0.9957
0.3657	10.0	780	0.9918	0.6179	0.9918	0.9959

Framework versions

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