ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 0.9576
• Qwk: 0.5239
• Mse: 0.9576
• Rmse: 0.9786

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	0.0556	2	5.3471	-0.0348	5.3471	2.3124
No log	0.1111	4	3.2144	-0.0202	3.2144	1.7929
No log	0.1667	6	2.6013	-0.1569	2.6013	1.6128
No log	0.2222	8	2.6817	-0.2590	2.6817	1.6376
No log	0.2778	10	2.2483	-0.1762	2.2483	1.4994
No log	0.3333	12	1.6686	-0.0456	1.6686	1.2917
No log	0.3889	14	1.5248	0.0396	1.5248	1.2348
No log	0.4444	16	1.4179	0.0973	1.4179	1.1907
No log	0.5	18	1.2478	0.1195	1.2478	1.1171
No log	0.5556	20	1.3295	0.1106	1.3295	1.1530
No log	0.6111	22	1.3750	0.0730	1.3750	1.1726
No log	0.6667	24	1.4034	0.1046	1.4034	1.1847
No log	0.7222	26	1.5397	-0.0820	1.5397	1.2409
No log	0.7778	28	1.6862	-0.0661	1.6862	1.2985
No log	0.8333	30	1.9692	-0.0460	1.9692	1.4033
No log	0.8889	32	1.9616	-0.0303	1.9616	1.4006
No log	0.9444	34	1.5053	0.0293	1.5053	1.2269
No log	1.0	36	1.2654	0.2379	1.2654	1.1249
No log	1.0556	38	1.3628	0.1046	1.3628	1.1674
No log	1.1111	40	1.5708	0.0403	1.5708	1.2533
No log	1.1667	42	1.5481	-0.0113	1.5481	1.2442
No log	1.2222	44	1.3653	0.0672	1.3653	1.1685
No log	1.2778	46	1.2823	0.2115	1.2823	1.1324
No log	1.3333	48	1.2618	0.1597	1.2618	1.1233
No log	1.3889	50	1.2704	0.0417	1.2704	1.1271
No log	1.4444	52	1.2506	0.0967	1.2506	1.1183
No log	1.5	54	1.2244	0.0967	1.2244	1.1065
No log	1.5556	56	1.2398	0.0417	1.2398	1.1135
No log	1.6111	58	1.2178	0.1056	1.2178	1.1036
No log	1.6667	60	1.2052	0.2722	1.2052	1.0978
No log	1.7222	62	1.1547	0.2951	1.1547	1.0746
No log	1.7778	64	1.1124	0.3723	1.1124	1.0547
No log	1.8333	66	1.0731	0.3775	1.0731	1.0359
No log	1.8889	68	1.0809	0.3880	1.0809	1.0397
No log	1.9444	70	1.1221	0.3012	1.1221	1.0593
No log	2.0	72	1.2118	0.3361	1.2118	1.1008
No log	2.0556	74	1.0367	0.4152	1.0367	1.0182
No log	2.1111	76	1.0385	0.3033	1.0385	1.0191
No log	2.1667	78	1.0880	0.2788	1.0880	1.0431
No log	2.2222	80	1.0247	0.3165	1.0247	1.0123
No log	2.2778	82	0.9499	0.3697	0.9499	0.9746
No log	2.3333	84	0.9236	0.4255	0.9236	0.9611
No log	2.3889	86	0.9700	0.3863	0.9700	0.9849
No log	2.4444	88	1.1044	0.3495	1.1044	1.0509
No log	2.5	90	1.1760	0.3370	1.1760	1.0844
No log	2.5556	92	1.2287	0.3402	1.2287	1.1085
No log	2.6111	94	1.2252	0.3769	1.2252	1.1069
No log	2.6667	96	1.2519	0.3943	1.2519	1.1189
No log	2.7222	98	1.3390	0.4036	1.3390	1.1572
No log	2.7778	100	1.4894	0.3885	1.4894	1.2204
No log	2.8333	102	1.4892	0.4448	1.4892	1.2203
No log	2.8889	104	1.3829	0.4700	1.3829	1.1760
No log	2.9444	106	1.3587	0.4582	1.3587	1.1656
No log	3.0	108	1.6402	0.3412	1.6402	1.2807
No log	3.0556	110	1.7288	0.3378	1.7288	1.3148
No log	3.1111	112	1.4102	0.4188	1.4102	1.1875
No log	3.1667	114	0.9980	0.5667	0.9980	0.9990
No log	3.2222	116	0.9523	0.5941	0.9523	0.9759
No log	3.2778	118	1.2340	0.4495	1.2340	1.1109
No log	3.3333	120	1.3655	0.4385	1.3655	1.1686
No log	3.3889	122	1.3044	0.4665	1.3044	1.1421
No log	3.4444	124	1.3872	0.4317	1.3872	1.1778
No log	3.5	126	1.6184	0.3629	1.6184	1.2722
No log	3.5556	128	1.6865	0.3170	1.6865	1.2986
No log	3.6111	130	1.6480	0.3486	1.6480	1.2837
No log	3.6667	132	1.5290	0.4028	1.5290	1.2365
No log	3.7222	134	1.3740	0.4647	1.3740	1.1722
No log	3.7778	136	1.3257	0.4464	1.3257	1.1514
No log	3.8333	138	1.4281	0.3983	1.4281	1.1950
No log	3.8889	140	1.3345	0.4084	1.3345	1.1552
No log	3.9444	142	1.0692	0.5063	1.0692	1.0340
No log	4.0	144	0.8838	0.4989	0.8838	0.9401
No log	4.0556	146	0.8680	0.5368	0.8680	0.9317
No log	4.1111	148	0.8650	0.5476	0.8650	0.9300
No log	4.1667	150	0.9791	0.5479	0.9791	0.9895
No log	4.2222	152	1.1970	0.4642	1.1970	1.0941
No log	4.2778	154	1.1853	0.4271	1.1853	1.0887
No log	4.3333	156	1.0996	0.4850	1.0996	1.0486
No log	4.3889	158	0.9330	0.5333	0.9330	0.9659
No log	4.4444	160	0.8235	0.6225	0.8235	0.9075
No log	4.5	162	0.8048	0.6173	0.8048	0.8971
No log	4.5556	164	0.8399	0.5923	0.8399	0.9164
No log	4.6111	166	0.9346	0.5691	0.9346	0.9667
No log	4.6667	168	0.9532	0.5484	0.9532	0.9763
No log	4.7222	170	0.8591	0.5716	0.8591	0.9269
No log	4.7778	172	0.8101	0.5472	0.8101	0.9001
No log	4.8333	174	0.8142	0.5169	0.8142	0.9024
No log	4.8889	176	0.9081	0.5628	0.9081	0.9530
No log	4.9444	178	1.1960	0.4344	1.1960	1.0936
No log	5.0	180	1.5352	0.3206	1.5352	1.2390
No log	5.0556	182	1.7565	0.2953	1.7565	1.3253
No log	5.1111	184	1.6751	0.3252	1.6751	1.2942
No log	5.1667	186	1.4007	0.3621	1.4007	1.1835
No log	5.2222	188	1.0689	0.5035	1.0689	1.0339
No log	5.2778	190	0.9536	0.5625	0.9536	0.9765
No log	5.3333	192	0.9480	0.5915	0.9480	0.9737
No log	5.3889	194	1.0264	0.5169	1.0264	1.0131
No log	5.4444	196	1.1146	0.4609	1.1146	1.0557
No log	5.5	198	1.0976	0.4519	1.0976	1.0477
No log	5.5556	200	1.0391	0.5293	1.0391	1.0194
No log	5.6111	202	1.0947	0.4918	1.0947	1.0463
No log	5.6667	204	1.1134	0.5109	1.1134	1.0552
No log	5.7222	206	1.1436	0.5116	1.1436	1.0694
No log	5.7778	208	1.0782	0.5184	1.0782	1.0384
No log	5.8333	210	1.0055	0.5682	1.0055	1.0027
No log	5.8889	212	0.9170	0.6147	0.9170	0.9576
No log	5.9444	214	0.8129	0.6296	0.8129	0.9016
No log	6.0	216	0.8017	0.6533	0.8017	0.8954
No log	6.0556	218	0.8088	0.6419	0.8088	0.8993
No log	6.1111	220	0.7654	0.6318	0.7654	0.8749
No log	6.1667	222	0.7150	0.6563	0.7150	0.8456
No log	6.2222	224	0.7193	0.6392	0.7193	0.8481
No log	6.2778	226	0.7105	0.6492	0.7105	0.8429
No log	6.3333	228	0.6721	0.6633	0.6721	0.8198
No log	6.3889	230	0.6583	0.6441	0.6583	0.8114
No log	6.4444	232	0.6865	0.6341	0.6865	0.8286
No log	6.5	234	0.7898	0.6223	0.7898	0.8887
No log	6.5556	236	0.9270	0.6184	0.9270	0.9628
No log	6.6111	238	1.0295	0.5732	1.0295	1.0146
No log	6.6667	240	1.0315	0.5814	1.0315	1.0156
No log	6.7222	242	0.9344	0.6166	0.9344	0.9666
No log	6.7778	244	0.8177	0.6321	0.8177	0.9043
No log	6.8333	246	0.7901	0.6329	0.7901	0.8889
No log	6.8889	248	0.8124	0.6344	0.8124	0.9013
No log	6.9444	250	0.9307	0.6031	0.9307	0.9647
No log	7.0	252	0.9488	0.6147	0.9488	0.9741
No log	7.0556	254	0.9053	0.6281	0.9053	0.9515
No log	7.1111	256	0.9429	0.6041	0.9429	0.9710
No log	7.1667	258	1.1226	0.5160	1.1226	1.0595
No log	7.2222	260	1.3032	0.4635	1.3032	1.1416
No log	7.2778	262	1.3236	0.4827	1.3236	1.1505
No log	7.3333	264	1.1872	0.5237	1.1872	1.0896
No log	7.3889	266	1.0115	0.5607	1.0115	1.0057
No log	7.4444	268	1.0064	0.5531	1.0064	1.0032
No log	7.5	270	1.1412	0.4510	1.1412	1.0683
No log	7.5556	272	1.2386	0.4273	1.2386	1.1129
No log	7.6111	274	1.2252	0.4438	1.2252	1.1069
No log	7.6667	276	1.0974	0.5291	1.0974	1.0476
No log	7.7222	278	0.9900	0.5693	0.9900	0.9950
No log	7.7778	280	0.9739	0.5807	0.9739	0.9869
No log	7.8333	282	1.0762	0.5322	1.0762	1.0374
No log	7.8889	284	1.3171	0.4717	1.3171	1.1477
No log	7.9444	286	1.4707	0.4415	1.4707	1.2127
No log	8.0	288	1.4219	0.4646	1.4219	1.1924
No log	8.0556	290	1.2049	0.5238	1.2049	1.0977
No log	8.1111	292	0.9110	0.6017	0.9110	0.9545
No log	8.1667	294	0.7390	0.6208	0.7390	0.8596
No log	8.2222	296	0.7153	0.6120	0.7153	0.8458
No log	8.2778	298	0.7835	0.6083	0.7835	0.8852
No log	8.3333	300	0.9231	0.5952	0.9231	0.9608
No log	8.3889	302	1.0094	0.5317	1.0094	1.0047
No log	8.4444	304	1.0146	0.5682	1.0146	1.0073
No log	8.5	306	0.9413	0.5806	0.9413	0.9702
No log	8.5556	308	0.9182	0.5961	0.9182	0.9582
No log	8.6111	310	0.9843	0.5831	0.9843	0.9921
No log	8.6667	312	0.9602	0.5758	0.9602	0.9799
No log	8.7222	314	0.8990	0.5717	0.8990	0.9482
No log	8.7778	316	0.9507	0.5692	0.9507	0.9751
No log	8.8333	318	0.9353	0.5705	0.9353	0.9671
No log	8.8889	320	0.8804	0.5974	0.8804	0.9383
No log	8.9444	322	0.8556	0.5980	0.8556	0.9250
No log	9.0	324	0.9433	0.6192	0.9433	0.9712
No log	9.0556	326	0.9600	0.6037	0.9600	0.9798
No log	9.1111	328	0.9812	0.6172	0.9812	0.9906
No log	9.1667	330	0.8823	0.6493	0.8823	0.9393
No log	9.2222	332	0.8556	0.6251	0.8556	0.9250
No log	9.2778	334	0.8767	0.6113	0.8767	0.9363
No log	9.3333	336	0.8816	0.6085	0.8816	0.9389
No log	9.3889	338	0.9918	0.5472	0.9918	0.9959
No log	9.4444	340	1.1096	0.4952	1.1096	1.0534
No log	9.5	342	1.0497	0.5156	1.0497	1.0245
No log	9.5556	344	0.9647	0.5560	0.9647	0.9822
No log	9.6111	346	0.9967	0.5319	0.9967	0.9984
No log	9.6667	348	1.1277	0.4912	1.1277	1.0619
No log	9.7222	350	1.1807	0.4900	1.1807	1.0866
No log	9.7778	352	1.0727	0.5418	1.0727	1.0357
No log	9.8333	354	0.8801	0.6274	0.8801	0.9382
No log	9.8889	356	0.8307	0.6233	0.8307	0.9114
No log	9.9444	358	0.9093	0.5526	0.9093	0.9535
No log	10.0	360	0.9960	0.5270	0.9960	0.9980
No log	10.0556	362	1.0108	0.5132	1.0108	1.0054
No log	10.1111	364	0.9668	0.5556	0.9668	0.9833
No log	10.1667	366	0.8562	0.6269	0.8562	0.9253
No log	10.2222	368	0.7643	0.6408	0.7643	0.8742
No log	10.2778	370	0.7618	0.6328	0.7618	0.8728
No log	10.3333	372	0.8428	0.6065	0.8428	0.9181
No log	10.3889	374	1.0438	0.5288	1.0438	1.0217
No log	10.4444	376	1.2308	0.4669	1.2308	1.1094
No log	10.5	378	1.1767	0.5118	1.1767	1.0847
No log	10.5556	380	1.0303	0.5543	1.0303	1.0150
No log	10.6111	382	0.9345	0.6253	0.9345	0.9667
No log	10.6667	384	0.9399	0.5940	0.9399	0.9695
No log	10.7222	386	0.9394	0.5589	0.9394	0.9692
No log	10.7778	388	0.8713	0.5929	0.8713	0.9334
No log	10.8333	390	0.8320	0.5941	0.8320	0.9122
No log	10.8889	392	0.8027	0.5930	0.8027	0.8960
No log	10.9444	394	0.8377	0.5996	0.8377	0.9152
No log	11.0	396	0.8863	0.5932	0.8863	0.9414
No log	11.0556	398	0.9519	0.5471	0.9519	0.9756
No log	11.1111	400	0.9440	0.5809	0.9440	0.9716
No log	11.1667	402	0.8677	0.6464	0.8677	0.9315
No log	11.2222	404	0.7941	0.6046	0.7941	0.8911
No log	11.2778	406	0.8356	0.6229	0.8356	0.9141
No log	11.3333	408	1.0396	0.5044	1.0396	1.0196
No log	11.3889	410	1.1995	0.4991	1.1995	1.0952
No log	11.4444	412	1.2492	0.5178	1.2492	1.1177
No log	11.5	414	1.2055	0.5190	1.2055	1.0980
No log	11.5556	416	0.9670	0.5671	0.9670	0.9833
No log	11.6111	418	0.8052	0.6478	0.8052	0.8974
No log	11.6667	420	0.7700	0.6544	0.7700	0.8775
No log	11.7222	422	0.8562	0.6344	0.8562	0.9253
No log	11.7778	424	1.0559	0.5094	1.0559	1.0276
No log	11.8333	426	1.1867	0.5193	1.1867	1.0894
No log	11.8889	428	1.1131	0.5059	1.1131	1.0550
No log	11.9444	430	0.9746	0.5423	0.9746	0.9872
No log	12.0	432	0.8855	0.5980	0.8855	0.9410
No log	12.0556	434	0.8989	0.5941	0.8989	0.9481
No log	12.1111	436	0.9669	0.5666	0.9669	0.9833
No log	12.1667	438	0.9965	0.5361	0.9965	0.9982
No log	12.2222	440	1.0063	0.5361	1.0063	1.0032
No log	12.2778	442	0.9468	0.5785	0.9468	0.9730
No log	12.3333	444	0.9076	0.6047	0.9076	0.9527
No log	12.3889	446	0.8581	0.6211	0.8581	0.9264
No log	12.4444	448	0.8537	0.6175	0.8537	0.9240
No log	12.5	450	0.9277	0.5823	0.9277	0.9632
No log	12.5556	452	1.0642	0.5376	1.0642	1.0316
No log	12.6111	454	1.2358	0.4566	1.2358	1.1117
No log	12.6667	456	1.2679	0.4601	1.2679	1.1260
No log	12.7222	458	1.2452	0.4619	1.2452	1.1159
No log	12.7778	460	1.0975	0.4801	1.0975	1.0476
No log	12.8333	462	1.0490	0.5221	1.0490	1.0242
No log	12.8889	464	0.9757	0.5911	0.9757	0.9878
No log	12.9444	466	0.9505	0.5940	0.9505	0.9750
No log	13.0	468	0.9653	0.5851	0.9653	0.9825
No log	13.0556	470	1.0140	0.5772	1.0140	1.0070
No log	13.1111	472	1.1833	0.4522	1.1833	1.0878
No log	13.1667	474	1.2566	0.4570	1.2566	1.1210
No log	13.2222	476	1.2865	0.4389	1.2865	1.1342
No log	13.2778	478	1.2276	0.4527	1.2276	1.1080
No log	13.3333	480	1.0897	0.4891	1.0897	1.0439
No log	13.3889	482	1.0682	0.5081	1.0682	1.0335
No log	13.4444	484	1.1806	0.4642	1.1806	1.0865
No log	13.5	486	1.3422	0.4589	1.3422	1.1585
No log	13.5556	488	1.2446	0.5039	1.2446	1.1156
No log	13.6111	490	1.0311	0.5346	1.0311	1.0155
No log	13.6667	492	0.8646	0.5545	0.8646	0.9298
No log	13.7222	494	0.8275	0.5570	0.8275	0.9097
No log	13.7778	496	0.8601	0.5601	0.8601	0.9274
No log	13.8333	498	0.9925	0.5383	0.9925	0.9963
0.4788	13.8889	500	1.2157	0.4842	1.2157	1.1026
0.4788	13.9444	502	1.2711	0.4635	1.2711	1.1274
0.4788	14.0	504	1.1390	0.5035	1.1390	1.0672
0.4788	14.0556	506	0.9509	0.5829	0.9509	0.9751
0.4788	14.1111	508	0.9193	0.5944	0.9193	0.9588
0.4788	14.1667	510	0.9931	0.5556	0.9931	0.9965
0.4788	14.2222	512	1.1878	0.4974	1.1878	1.0898
0.4788	14.2778	514	1.3694	0.4580	1.3694	1.1702
0.4788	14.3333	516	1.3738	0.4425	1.3738	1.1721
0.4788	14.3889	518	1.2040	0.4596	1.2040	1.0973
0.4788	14.4444	520	1.0041	0.5596	1.0041	1.0020
0.4788	14.5	522	0.9189	0.5899	0.9189	0.9586
0.4788	14.5556	524	0.9739	0.5745	0.9739	0.9869
0.4788	14.6111	526	1.1127	0.4881	1.1127	1.0548
0.4788	14.6667	528	1.2412	0.4770	1.2412	1.1141
0.4788	14.7222	530	1.2864	0.4747	1.2864	1.1342
0.4788	14.7778	532	1.2632	0.4529	1.2632	1.1239
0.4788	14.8333	534	1.2434	0.4864	1.2434	1.1151
0.4788	14.8889	536	1.0896	0.4979	1.0896	1.0438
0.4788	14.9444	538	0.8982	0.5577	0.8982	0.9477
0.4788	15.0	540	0.8245	0.5960	0.8245	0.9080
0.4788	15.0556	542	0.8449	0.6152	0.8449	0.9192
0.4788	15.1111	544	0.9478	0.5758	0.9478	0.9735
0.4788	15.1667	546	1.0014	0.5494	1.0014	1.0007
0.4788	15.2222	548	1.0733	0.5363	1.0733	1.0360
0.4788	15.2778	550	1.0329	0.5402	1.0329	1.0163
0.4788	15.3333	552	0.9468	0.5883	0.9468	0.9730
0.4788	15.3889	554	0.8215	0.5985	0.8215	0.9063
0.4788	15.4444	556	0.7438	0.6180	0.7438	0.8624
0.4788	15.5	558	0.7082	0.6421	0.7082	0.8416
0.4788	15.5556	560	0.7059	0.6578	0.7059	0.8402
0.4788	15.6111	562	0.7372	0.6484	0.7372	0.8586
0.4788	15.6667	564	0.8065	0.6647	0.8065	0.8980
0.4788	15.7222	566	0.9564	0.5757	0.9564	0.9779
0.4788	15.7778	568	1.0541	0.5498	1.0541	1.0267
0.4788	15.8333	570	1.0024	0.5782	1.0024	1.0012
0.4788	15.8889	572	0.8622	0.6187	0.8622	0.9285
0.4788	15.9444	574	0.7899	0.6134	0.7899	0.8888
0.4788	16.0	576	0.8037	0.5968	0.8037	0.8965
0.4788	16.0556	578	0.8554	0.6280	0.8554	0.9249
0.4788	16.1111	580	0.9920	0.5683	0.9920	0.9960
0.4788	16.1667	582	1.1550	0.5450	1.1550	1.0747
0.4788	16.2222	584	1.2355	0.5516	1.2355	1.1115
0.4788	16.2778	586	1.1636	0.5389	1.1636	1.0787
0.4788	16.3333	588	1.0010	0.6094	1.0010	1.0005
0.4788	16.3889	590	0.9378	0.6070	0.9378	0.9684
0.4788	16.4444	592	0.9242	0.6015	0.9242	0.9613
0.4788	16.5	594	0.8627	0.6021	0.8627	0.9288
0.4788	16.5556	596	0.8657	0.6021	0.8657	0.9304
0.4788	16.6111	598	0.9079	0.5827	0.9079	0.9528
0.4788	16.6667	600	1.0122	0.5453	1.0122	1.0061
0.4788	16.7222	602	1.0003	0.5555	1.0003	1.0002
0.4788	16.7778	604	0.9124	0.5808	0.9124	0.9552
0.4788	16.8333	606	0.8215	0.6192	0.8215	0.9064
0.4788	16.8889	608	0.8421	0.6081	0.8421	0.9177
0.4788	16.9444	610	0.9278	0.5654	0.9278	0.9632
0.4788	17.0	612	1.0464	0.5388	1.0464	1.0229
0.4788	17.0556	614	1.0431	0.4979	1.0431	1.0213
0.4788	17.1111	616	0.9474	0.5244	0.9474	0.9733
0.4788	17.1667	618	0.8497	0.5917	0.8497	0.9218
0.4788	17.2222	620	0.7830	0.6152	0.7830	0.8849
0.4788	17.2778	622	0.7630	0.6208	0.7630	0.8735
0.4788	17.3333	624	0.7764	0.6118	0.7764	0.8811
0.4788	17.3889	626	0.8018	0.6139	0.8018	0.8954
0.4788	17.4444	628	0.8895	0.5626	0.8895	0.9431
0.4788	17.5	630	0.9207	0.5641	0.9207	0.9595
0.4788	17.5556	632	1.0124	0.5069	1.0124	1.0062
0.4788	17.6111	634	0.9891	0.5123	0.9891	0.9945
0.4788	17.6667	636	0.9663	0.5355	0.9663	0.9830
0.4788	17.7222	638	1.0298	0.5000	1.0298	1.0148
0.4788	17.7778	640	1.0422	0.5381	1.0422	1.0209
0.4788	17.8333	642	1.0421	0.5423	1.0421	1.0208
0.4788	17.8889	644	1.1607	0.4879	1.1607	1.0774
0.4788	17.9444	646	1.2752	0.4802	1.2752	1.1293
0.4788	18.0	648	1.2103	0.4954	1.2103	1.1001
0.4788	18.0556	650	1.1608	0.5223	1.1608	1.0774
0.4788	18.1111	652	1.1059	0.5257	1.1059	1.0516
0.4788	18.1667	654	1.0530	0.5411	1.0530	1.0262
0.4788	18.2222	656	1.0952	0.5065	1.0952	1.0465
0.4788	18.2778	658	1.0597	0.5261	1.0597	1.0294
0.4788	18.3333	660	1.0105	0.5987	1.0105	1.0053
0.4788	18.3889	662	1.0155	0.5746	1.0155	1.0077
0.4788	18.4444	664	1.0585	0.5385	1.0585	1.0288
0.4788	18.5	666	1.0619	0.5306	1.0619	1.0305
0.4788	18.5556	668	0.9934	0.5683	0.9934	0.9967
0.4788	18.6111	670	0.9162	0.5807	0.9162	0.9572
0.4788	18.6667	672	0.8669	0.6212	0.8669	0.9311
0.4788	18.7222	674	0.8048	0.6559	0.8048	0.8971
0.4788	18.7778	676	0.7788	0.6478	0.7788	0.8825
0.4788	18.8333	678	0.7840	0.6162	0.7840	0.8854
0.4788	18.8889	680	0.8626	0.6015	0.8626	0.9288
0.4788	18.9444	682	0.9950	0.5695	0.9950	0.9975
0.4788	19.0	684	1.0345	0.5834	1.0345	1.0171
0.4788	19.0556	686	1.0577	0.5758	1.0577	1.0285
0.4788	19.1111	688	0.9805	0.5990	0.9805	0.9902
0.4788	19.1667	690	0.9004	0.6247	0.9004	0.9489
0.4788	19.2222	692	0.8543	0.6020	0.8543	0.9243
0.4788	19.2778	694	0.8783	0.5938	0.8783	0.9372
0.4788	19.3333	696	0.9646	0.5771	0.9646	0.9822
0.4788	19.3889	698	1.1205	0.5322	1.1205	1.0586
0.4788	19.4444	700	1.1531	0.5623	1.1531	1.0738
0.4788	19.5	702	1.0778	0.5547	1.0778	1.0381
0.4788	19.5556	704	0.9245	0.6083	0.9245	0.9615
0.4788	19.6111	706	0.8249	0.6495	0.8249	0.9082
0.4788	19.6667	708	0.7725	0.6803	0.7725	0.8789
0.4788	19.7222	710	0.7729	0.6668	0.7729	0.8791
0.4788	19.7778	712	0.8014	0.6648	0.8014	0.8952
0.4788	19.8333	714	0.8513	0.5903	0.8513	0.9227
0.4788	19.8889	716	0.8904	0.5772	0.8904	0.9436
0.4788	19.9444	718	0.9639	0.5746	0.9639	0.9818
0.4788	20.0	720	0.9516	0.5616	0.9516	0.9755
0.4788	20.0556	722	0.9756	0.5616	0.9756	0.9877
0.4788	20.1111	724	1.0321	0.5309	1.0321	1.0159
0.4788	20.1667	726	1.0369	0.5262	1.0369	1.0183
0.4788	20.2222	728	0.9840	0.5657	0.9840	0.9920
0.4788	20.2778	730	0.9685	0.5978	0.9685	0.9841
0.4788	20.3333	732	0.9403	0.5767	0.9403	0.9697
0.4788	20.3889	734	0.9370	0.5829	0.9370	0.9680
0.4788	20.4444	736	0.9881	0.5533	0.9881	0.9941
0.4788	20.5	738	1.0750	0.5188	1.0750	1.0368
0.4788	20.5556	740	1.0987	0.5081	1.0987	1.0482
0.4788	20.6111	742	1.0378	0.5191	1.0378	1.0187
0.4788	20.6667	744	0.9969	0.5444	0.9969	0.9985
0.4788	20.7222	746	0.9218	0.6050	0.9218	0.9601
0.4788	20.7778	748	0.8831	0.6416	0.8831	0.9397
0.4788	20.8333	750	0.9082	0.6131	0.9082	0.9530
0.4788	20.8889	752	0.9756	0.5891	0.9756	0.9877
0.4788	20.9444	754	1.0230	0.5929	1.0230	1.0114
0.4788	21.0	756	1.0564	0.5929	1.0564	1.0278
0.4788	21.0556	758	1.0260	0.5731	1.0260	1.0129
0.4788	21.1111	760	0.9443	0.6003	0.9443	0.9717
0.4788	21.1667	762	0.9121	0.6066	0.9121	0.9550
0.4788	21.2222	764	0.9336	0.6120	0.9336	0.9662
0.4788	21.2778	766	1.0503	0.5479	1.0503	1.0249
0.4788	21.3333	768	1.1529	0.5086	1.1529	1.0737
0.4788	21.3889	770	1.1920	0.4894	1.1920	1.0918
0.4788	21.4444	772	1.1256	0.5271	1.1256	1.0609
0.4788	21.5	774	1.0425	0.5530	1.0425	1.0210
0.4788	21.5556	776	1.0185	0.5671	1.0185	1.0092
0.4788	21.6111	778	0.9483	0.6101	0.9483	0.9738
0.4788	21.6667	780	0.9565	0.6205	0.9565	0.9780
0.4788	21.7222	782	1.0369	0.5719	1.0369	1.0183
0.4788	21.7778	784	1.1390	0.5064	1.1390	1.0672
0.4788	21.8333	786	1.2259	0.5038	1.2259	1.1072
0.4788	21.8889	788	1.2388	0.5025	1.2388	1.1130
0.4788	21.9444	790	1.2068	0.5032	1.2068	1.0986
0.4788	22.0	792	1.2027	0.5039	1.2027	1.0967
0.4788	22.0556	794	1.1885	0.5233	1.1885	1.0902
0.4788	22.1111	796	1.0721	0.5524	1.0721	1.0354
0.4788	22.1667	798	1.0001	0.5669	1.0001	1.0000
0.4788	22.2222	800	1.0009	0.5878	1.0009	1.0005
0.4788	22.2778	802	1.0804	0.5671	1.0804	1.0394
0.4788	22.3333	804	1.1852	0.5264	1.1852	1.0887
0.4788	22.3889	806	1.2183	0.4894	1.2183	1.1038
0.4788	22.4444	808	1.1379	0.4966	1.1379	1.0667
0.4788	22.5	810	1.1025	0.4834	1.1025	1.0500
0.4788	22.5556	812	1.0479	0.4852	1.0479	1.0237
0.4788	22.6111	814	0.9575	0.5827	0.9575	0.9785
0.4788	22.6667	816	0.9149	0.6132	0.9149	0.9565
0.4788	22.7222	818	0.8916	0.6229	0.8916	0.9442
0.4788	22.7778	820	0.9267	0.6225	0.9267	0.9627
0.4788	22.8333	822	0.9653	0.6241	0.9653	0.9825
0.4788	22.8889	824	1.0278	0.5975	1.0278	1.0138
0.4788	22.9444	826	0.9984	0.5889	0.9984	0.9992
0.4788	23.0	828	0.9281	0.6017	0.9281	0.9634
0.4788	23.0556	830	0.8724	0.6120	0.8724	0.9340
0.4788	23.1111	832	0.8180	0.6200	0.8180	0.9044
0.4788	23.1667	834	0.8177	0.6215	0.8177	0.9043
0.4788	23.2222	836	0.8531	0.6170	0.8531	0.9236
0.4788	23.2778	838	0.9579	0.5935	0.9579	0.9787
0.4788	23.3333	840	1.0343	0.5607	1.0343	1.0170
0.4788	23.3889	842	0.9969	0.5959	0.9969	0.9985
0.4788	23.4444	844	0.9984	0.5974	0.9984	0.9992
0.4788	23.5	846	0.9494	0.6177	0.9494	0.9744
0.4788	23.5556	848	0.9230	0.5956	0.9230	0.9607
0.4788	23.6111	850	0.8975	0.5956	0.8975	0.9474
0.4788	23.6667	852	0.8783	0.6005	0.8783	0.9372
0.4788	23.7222	854	0.8858	0.5956	0.8858	0.9411
0.4788	23.7778	856	0.9136	0.5903	0.9136	0.9558
0.4788	23.8333	858	0.9743	0.5877	0.9743	0.9871
0.4788	23.8889	860	0.9926	0.5772	0.9926	0.9963
0.4788	23.9444	862	0.9661	0.5772	0.9661	0.9829
0.4788	24.0	864	0.9446	0.5838	0.9446	0.9719
0.4788	24.0556	866	1.0011	0.5759	1.0011	1.0006
0.4788	24.1111	868	1.0484	0.5384	1.0484	1.0239
0.4788	24.1667	870	1.0667	0.5186	1.0667	1.0328
0.4788	24.2222	872	1.1241	0.4778	1.1241	1.0602
0.4788	24.2778	874	1.1278	0.4958	1.1278	1.0620
0.4788	24.3333	876	1.0783	0.4922	1.0783	1.0384
0.4788	24.3889	878	1.0432	0.5529	1.0432	1.0214
0.4788	24.4444	880	1.0622	0.5423	1.0622	1.0306
0.4788	24.5	882	1.0975	0.5244	1.0975	1.0476
0.4788	24.5556	884	1.0587	0.5428	1.0587	1.0289
0.4788	24.6111	886	1.0844	0.5361	1.0844	1.0414
0.4788	24.6667	888	1.1171	0.5428	1.1171	1.0569
0.4788	24.7222	890	1.1369	0.5333	1.1369	1.0663
0.4788	24.7778	892	1.0736	0.5349	1.0736	1.0362
0.4788	24.8333	894	1.0360	0.5629	1.0360	1.0178
0.4788	24.8889	896	0.9878	0.5746	0.9878	0.9939
0.4788	24.9444	898	1.0011	0.5693	1.0011	1.0006
0.4788	25.0	900	0.9794	0.5759	0.9794	0.9897
0.4788	25.0556	902	0.9712	0.5706	0.9712	0.9855
0.4788	25.1111	904	1.0600	0.5578	1.0600	1.0296
0.4788	25.1667	906	1.1121	0.5456	1.1121	1.0546
0.4788	25.2222	908	1.0562	0.5695	1.0562	1.0277
0.4788	25.2778	910	0.9276	0.6006	0.9276	0.9631
0.4788	25.3333	912	0.8854	0.6114	0.8854	0.9410
0.4788	25.3889	914	0.9043	0.6062	0.9043	0.9510
0.4788	25.4444	916	0.9049	0.5932	0.9049	0.9513
0.4788	25.5	918	0.9035	0.5932	0.9035	0.9505
0.4788	25.5556	920	0.9735	0.5903	0.9735	0.9867
0.4788	25.6111	922	1.0369	0.5822	1.0369	1.0183
0.4788	25.6667	924	1.0684	0.5508	1.0684	1.0336
0.4788	25.7222	926	1.0445	0.5541	1.0445	1.0220
0.4788	25.7778	928	1.0756	0.5381	1.0756	1.0371
0.4788	25.8333	930	1.1038	0.5321	1.1038	1.0506
0.4788	25.8889	932	1.0650	0.5428	1.0650	1.0320
0.4788	25.9444	934	0.9815	0.5731	0.9815	0.9907
0.4788	26.0	936	0.9454	0.5798	0.9454	0.9723
0.4788	26.0556	938	0.9066	0.6027	0.9066	0.9521
0.4788	26.1111	940	0.9258	0.5851	0.9258	0.9622
0.4788	26.1667	942	1.0056	0.5691	1.0056	1.0028
0.4788	26.2222	944	1.0815	0.5606	1.0815	1.0400
0.4788	26.2778	946	1.1320	0.4831	1.1320	1.0640
0.4788	26.3333	948	1.1327	0.4737	1.1327	1.0643
0.4788	26.3889	950	1.1062	0.5131	1.1062	1.0517
0.4788	26.4444	952	1.0705	0.5439	1.0705	1.0346
0.4788	26.5	954	1.0317	0.5464	1.0317	1.0157
0.4788	26.5556	956	1.0498	0.5145	1.0498	1.0246
0.4788	26.6111	958	1.0156	0.5362	1.0156	1.0078
0.4788	26.6667	960	0.9316	0.5840	0.9316	0.9652
0.4788	26.7222	962	0.9060	0.5932	0.9060	0.9518
0.4788	26.7778	964	0.9572	0.5995	0.9572	0.9784
0.4788	26.8333	966	1.0458	0.5577	1.0458	1.0227
0.4788	26.8889	968	1.0662	0.5565	1.0662	1.0326
0.4788	26.9444	970	0.9936	0.5706	0.9936	0.9968
0.4788	27.0	972	0.9093	0.5692	0.9093	0.9536
0.4788	27.0556	974	0.8634	0.6073	0.8634	0.9292
0.4788	27.1111	976	0.8317	0.6240	0.8317	0.9120
0.4788	27.1667	978	0.8391	0.6240	0.8391	0.9160
0.4788	27.2222	980	0.9010	0.6082	0.9010	0.9492
0.4788	27.2778	982	0.9916	0.5746	0.9916	0.9958
0.4788	27.3333	984	1.1165	0.5647	1.1165	1.0567
0.4788	27.3889	986	1.1873	0.5268	1.1873	1.0896
0.4788	27.4444	988	1.1520	0.5710	1.1520	1.0733
0.4788	27.5	990	1.0273	0.5872	1.0273	1.0136
0.4788	27.5556	992	0.8838	0.6235	0.8838	0.9401
0.4788	27.6111	994	0.8394	0.6122	0.8394	0.9162
0.4788	27.6667	996	0.8652	0.6122	0.8652	0.9301
0.4788	27.7222	998	0.9522	0.6031	0.9522	0.9758
0.0725	27.7778	1000	1.1319	0.5357	1.1319	1.0639
0.0725	27.8333	1002	1.2664	0.4881	1.2664	1.1253
0.0725	27.8889	1004	1.2808	0.5099	1.2808	1.1317
0.0725	27.9444	1006	1.1863	0.5147	1.1863	1.0892
0.0725	28.0	1008	1.0512	0.5733	1.0512	1.0253
0.0725	28.0556	1010	0.9855	0.5931	0.9855	0.9927
0.0725	28.1111	1012	0.9925	0.5990	0.9925	0.9963
0.0725	28.1667	1014	1.0562	0.5572	1.0562	1.0277
0.0725	28.2222	1016	1.0597	0.5435	1.0597	1.0294
0.0725	28.2778	1018	0.9818	0.6178	0.9818	0.9909
0.0725	28.3333	1020	0.9141	0.6219	0.9141	0.9561
0.0725	28.3889	1022	0.8901	0.6372	0.8901	0.9434
0.0725	28.4444	1024	0.9024	0.6287	0.9024	0.9499
0.0725	28.5	1026	0.9692	0.5758	0.9692	0.9845
0.0725	28.5556	1028	1.0672	0.5198	1.0672	1.0331
0.0725	28.6111	1030	1.1027	0.4883	1.1027	1.0501
0.0725	28.6667	1032	1.0928	0.4883	1.0928	1.0454
0.0725	28.7222	1034	1.0076	0.5265	1.0076	1.0038
0.0725	28.7778	1036	0.9397	0.5637	0.9397	0.9694
0.0725	28.8333	1038	0.9082	0.5732	0.9082	0.9530
0.0725	28.8889	1040	0.9110	0.5952	0.9110	0.9545
0.0725	28.9444	1042	0.9169	0.5827	0.9169	0.9576
0.0725	29.0	1044	0.8815	0.6495	0.8815	0.9389
0.0725	29.0556	1046	0.8667	0.6454	0.8667	0.9310
0.0725	29.1111	1048	0.8836	0.6225	0.8836	0.9400
0.0725	29.1667	1050	0.9687	0.6275	0.9687	0.9842
0.0725	29.2222	1052	1.0786	0.5379	1.0786	1.0386
0.0725	29.2778	1054	1.1550	0.5254	1.1550	1.0747
0.0725	29.3333	1056	1.1627	0.5157	1.1627	1.0783
0.0725	29.3889	1058	1.0734	0.4955	1.0734	1.0361
0.0725	29.4444	1060	0.9844	0.5220	0.9844	0.9922
0.0725	29.5	1062	0.9576	0.5239	0.9576	0.9786

Framework versions

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