ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k20_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: 0.8966
• Qwk: 0.6492
• Mse: 0.8966
• Rmse: 0.9469

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	0.0179	2	5.0284	-0.0267	5.0284	2.2424
No log	0.0357	4	2.7600	0.1009	2.7600	1.6613
No log	0.0536	6	1.6555	0.0562	1.6555	1.2867
No log	0.0714	8	1.4016	0.1558	1.4016	1.1839
No log	0.0893	10	1.1583	0.2741	1.1583	1.0763
No log	0.1071	12	1.3038	0.1599	1.3038	1.1418
No log	0.125	14	1.4048	0.1813	1.4048	1.1852
No log	0.1429	16	1.4059	0.1385	1.4059	1.1857
No log	0.1607	18	1.3363	0.1167	1.3363	1.1560
No log	0.1786	20	1.2868	0.1852	1.2868	1.1344
No log	0.1964	22	1.3155	0.2243	1.3155	1.1469
No log	0.2143	24	1.3710	0.2337	1.3710	1.1709
No log	0.2321	26	1.2727	0.3001	1.2727	1.1281
No log	0.25	28	1.4410	0.2604	1.4410	1.2004
No log	0.2679	30	1.1640	0.4350	1.1640	1.0789
No log	0.2857	32	1.0284	0.5158	1.0284	1.0141
No log	0.3036	34	0.9923	0.5669	0.9923	0.9962
No log	0.3214	36	1.0727	0.5511	1.0727	1.0357
No log	0.3393	38	1.4323	0.3992	1.4323	1.1968
No log	0.3571	40	2.1857	0.3142	2.1857	1.4784
No log	0.375	42	1.6090	0.3302	1.6090	1.2685
No log	0.3929	44	1.5002	0.3176	1.5002	1.2248
No log	0.4107	46	1.3778	0.3917	1.3778	1.1738
No log	0.4286	48	1.1783	0.4524	1.1783	1.0855
No log	0.4464	50	0.9397	0.5307	0.9397	0.9694
No log	0.4643	52	0.9241	0.5232	0.9241	0.9613
No log	0.4821	54	0.9208	0.5490	0.9208	0.9596
No log	0.5	56	1.0008	0.5183	1.0008	1.0004
No log	0.5179	58	1.2075	0.5130	1.2075	1.0988
No log	0.5357	60	1.1626	0.5343	1.1626	1.0782
No log	0.5536	62	1.1075	0.5469	1.1075	1.0524
No log	0.5714	64	1.0228	0.5909	1.0228	1.0113
No log	0.5893	66	0.9087	0.5856	0.9087	0.9532
No log	0.6071	68	0.9155	0.5995	0.9155	0.9568
No log	0.625	70	0.8812	0.5987	0.8812	0.9387
No log	0.6429	72	0.7898	0.6589	0.7898	0.8887
No log	0.6607	74	0.7793	0.6531	0.7793	0.8828
No log	0.6786	76	0.7388	0.7022	0.7388	0.8595
No log	0.6964	78	0.9291	0.6394	0.9291	0.9639
No log	0.7143	80	1.0256	0.6079	1.0256	1.0127
No log	0.7321	82	0.7712	0.6563	0.7712	0.8782
No log	0.75	84	0.7969	0.5990	0.7969	0.8927
No log	0.7679	86	0.8183	0.5982	0.8183	0.9046
No log	0.7857	88	0.8037	0.5982	0.8037	0.8965
No log	0.8036	90	0.7107	0.7021	0.7107	0.8431
No log	0.8214	92	0.7660	0.6652	0.7660	0.8752
No log	0.8393	94	0.8781	0.6549	0.8781	0.9370
No log	0.8571	96	0.7261	0.7034	0.7261	0.8521
No log	0.875	98	0.7581	0.6738	0.7581	0.8707
No log	0.8929	100	0.8296	0.6610	0.8296	0.9108
No log	0.9107	102	0.9453	0.6216	0.9453	0.9723
No log	0.9286	104	0.7072	0.6946	0.7072	0.8410
No log	0.9464	106	0.7651	0.7017	0.7651	0.8747
No log	0.9643	108	0.8187	0.6633	0.8187	0.9048
No log	0.9821	110	0.8027	0.6975	0.8027	0.8959
No log	1.0	112	0.9311	0.6273	0.9311	0.9649
No log	1.0179	114	0.8044	0.6303	0.8044	0.8969
No log	1.0357	116	0.6483	0.7047	0.6483	0.8052
No log	1.0536	118	0.6674	0.6973	0.6674	0.8170
No log	1.0714	120	0.7599	0.6464	0.7599	0.8717
No log	1.0893	122	0.7020	0.6997	0.7020	0.8379
No log	1.1071	124	0.7173	0.7205	0.7173	0.8469
No log	1.125	126	0.7222	0.7113	0.7222	0.8498
No log	1.1429	128	0.9220	0.6787	0.9220	0.9602
No log	1.1607	130	0.9394	0.6757	0.9394	0.9692
No log	1.1786	132	0.9527	0.6741	0.9527	0.9761
No log	1.1964	134	1.0408	0.6415	1.0408	1.0202
No log	1.2143	136	0.8137	0.6937	0.8137	0.9020
No log	1.2321	138	0.7607	0.6614	0.7607	0.8722
No log	1.25	140	0.7560	0.6651	0.7560	0.8695
No log	1.2679	142	0.7992	0.6556	0.7992	0.8940
No log	1.2857	144	0.8520	0.6614	0.8520	0.9231
No log	1.3036	146	0.9241	0.6599	0.9241	0.9613
No log	1.3214	148	0.8558	0.6724	0.8558	0.9251
No log	1.3393	150	0.7685	0.6837	0.7685	0.8766
No log	1.3571	152	0.8755	0.6728	0.8755	0.9357
No log	1.375	154	1.0165	0.6165	1.0165	1.0082
No log	1.3929	156	1.0113	0.6303	1.0113	1.0056
No log	1.4107	158	1.1191	0.6005	1.1191	1.0579
No log	1.4286	160	1.1924	0.6005	1.1924	1.0920
No log	1.4464	162	1.0156	0.6283	1.0156	1.0078
No log	1.4643	164	0.9703	0.6456	0.9703	0.9850
No log	1.4821	166	0.8007	0.6808	0.8007	0.8948
No log	1.5	168	0.8021	0.6808	0.8021	0.8956
No log	1.5179	170	1.0141	0.6479	1.0141	1.0070
No log	1.5357	172	1.1423	0.5975	1.1423	1.0688
No log	1.5536	174	1.1566	0.5942	1.1566	1.0754
No log	1.5714	176	1.0334	0.6304	1.0334	1.0166
No log	1.5893	178	0.8063	0.7156	0.8063	0.8979
No log	1.6071	180	0.8896	0.7133	0.8896	0.9432
No log	1.625	182	1.2188	0.6226	1.2188	1.1040
No log	1.6429	184	1.1652	0.6564	1.1652	1.0794
No log	1.6607	186	0.8970	0.6942	0.8970	0.9471
No log	1.6786	188	0.9991	0.6960	0.9991	0.9996
No log	1.6964	190	1.0788	0.7124	1.0788	1.0387
No log	1.7143	192	1.2636	0.6340	1.2636	1.1241
No log	1.7321	194	1.1241	0.6673	1.1241	1.0603
No log	1.75	196	1.1182	0.6490	1.1182	1.0575
No log	1.7679	198	0.9788	0.6607	0.9788	0.9893
No log	1.7857	200	1.0350	0.6270	1.0350	1.0174
No log	1.8036	202	0.8414	0.6623	0.8414	0.9173
No log	1.8214	204	0.8150	0.6844	0.8150	0.9028
No log	1.8393	206	1.0135	0.6631	1.0135	1.0067
No log	1.8571	208	1.3005	0.6172	1.3005	1.1404
No log	1.875	210	1.2641	0.6307	1.2641	1.1243
No log	1.8929	212	0.9911	0.6697	0.9911	0.9955
No log	1.9107	214	0.9920	0.6602	0.9920	0.9960
No log	1.9286	216	1.2855	0.5995	1.2855	1.1338
No log	1.9464	218	1.4614	0.5635	1.4614	1.2089
No log	1.9643	220	1.2216	0.6276	1.2216	1.1053
No log	1.9821	222	0.8554	0.6869	0.8554	0.9249
No log	2.0	224	0.8185	0.7194	0.8185	0.9047
No log	2.0179	226	0.9811	0.6561	0.9811	0.9905
No log	2.0357	228	1.3158	0.6073	1.3158	1.1471
No log	2.0536	230	1.3936	0.6196	1.3936	1.1805
No log	2.0714	232	1.1719	0.6444	1.1719	1.0825
No log	2.0893	234	0.8496	0.6906	0.8496	0.9217
No log	2.1071	236	0.8361	0.6803	0.8361	0.9144
No log	2.125	238	1.0569	0.6300	1.0569	1.0280
No log	2.1429	240	1.3348	0.5585	1.3348	1.1553
No log	2.1607	242	1.2363	0.5699	1.2363	1.1119
No log	2.1786	244	0.8930	0.6164	0.8930	0.9450
No log	2.1964	246	0.6854	0.712	0.6854	0.8279
No log	2.2143	248	0.6946	0.712	0.6946	0.8334
No log	2.2321	250	0.8553	0.6592	0.8553	0.9248
No log	2.25	252	0.9728	0.6207	0.9728	0.9863
No log	2.2679	254	0.9523	0.6207	0.9523	0.9758
No log	2.2857	256	0.8377	0.6447	0.8377	0.9153
No log	2.3036	258	0.8078	0.6973	0.8078	0.8988
No log	2.3214	260	0.7793	0.6986	0.7793	0.8828
No log	2.3393	262	0.7676	0.7121	0.7676	0.8761
No log	2.3571	264	0.8062	0.6795	0.8062	0.8979
No log	2.375	266	0.7633	0.7232	0.7633	0.8736
No log	2.3929	268	0.6818	0.7360	0.6818	0.8257
No log	2.4107	270	0.6872	0.7286	0.6872	0.8290
No log	2.4286	272	0.6685	0.7485	0.6685	0.8176
No log	2.4464	274	0.7517	0.6992	0.7517	0.8670
No log	2.4643	276	1.0352	0.6140	1.0352	1.0174
No log	2.4821	278	1.1764	0.5943	1.1764	1.0846
No log	2.5	280	1.0432	0.6192	1.0432	1.0214
No log	2.5179	282	0.9657	0.6381	0.9657	0.9827
No log	2.5357	284	0.9380	0.6640	0.9380	0.9685
No log	2.5536	286	1.0028	0.6254	1.0028	1.0014
No log	2.5714	288	0.8482	0.6737	0.8482	0.9210
No log	2.5893	290	0.7944	0.6745	0.7944	0.8913
No log	2.6071	292	0.7691	0.6922	0.7691	0.8770
No log	2.625	294	0.8393	0.6705	0.8393	0.9161
No log	2.6429	296	0.8306	0.6735	0.8306	0.9113
No log	2.6607	298	0.8297	0.6789	0.8297	0.9109
No log	2.6786	300	0.9099	0.6639	0.9099	0.9539
No log	2.6964	302	0.9300	0.6624	0.9300	0.9644
No log	2.7143	304	1.0324	0.6488	1.0324	1.0160
No log	2.7321	306	1.0970	0.6241	1.0970	1.0474
No log	2.75	308	1.1070	0.6247	1.1070	1.0521
No log	2.7679	310	1.0603	0.6252	1.0603	1.0297
No log	2.7857	312	1.1532	0.5944	1.1532	1.0739
No log	2.8036	314	0.9723	0.6099	0.9723	0.9861
No log	2.8214	316	0.8034	0.6806	0.8034	0.8963
No log	2.8393	318	0.7506	0.6980	0.7506	0.8664
No log	2.8571	320	0.8566	0.6517	0.8566	0.9255
No log	2.875	322	1.1340	0.6146	1.1340	1.0649
No log	2.8929	324	1.3905	0.5822	1.3905	1.1792
No log	2.9107	326	1.5863	0.5441	1.5863	1.2595
No log	2.9286	328	1.3682	0.5609	1.3682	1.1697
No log	2.9464	330	0.9952	0.6000	0.9952	0.9976
No log	2.9643	332	0.8629	0.6325	0.8629	0.9289
No log	2.9821	334	0.9311	0.5921	0.9311	0.9649
No log	3.0	336	1.0870	0.5702	1.0870	1.0426
No log	3.0179	338	1.1716	0.5542	1.1716	1.0824
No log	3.0357	340	1.1826	0.5856	1.1826	1.0875
No log	3.0536	342	0.9726	0.6032	0.9726	0.9862
No log	3.0714	344	0.7071	0.7420	0.7071	0.8409
No log	3.0893	346	0.6612	0.7425	0.6612	0.8131
No log	3.1071	348	0.7210	0.7398	0.7210	0.8491
No log	3.125	350	0.9365	0.6351	0.9365	0.9677
No log	3.1429	352	0.9882	0.6085	0.9882	0.9941
No log	3.1607	354	0.8095	0.6380	0.8095	0.8997
No log	3.1786	356	0.7496	0.7055	0.7496	0.8658
No log	3.1964	358	0.8179	0.6487	0.8179	0.9044
No log	3.2143	360	0.9063	0.6059	0.9063	0.9520
No log	3.2321	362	0.8414	0.6447	0.8414	0.9173
No log	3.25	364	0.7812	0.6651	0.7812	0.8838
No log	3.2679	366	0.8480	0.6269	0.8480	0.9209
No log	3.2857	368	0.8595	0.6269	0.8595	0.9271
No log	3.3036	370	0.8441	0.6136	0.8441	0.9187
No log	3.3214	372	0.9330	0.5825	0.9330	0.9659
No log	3.3393	374	0.9595	0.5921	0.9595	0.9795
No log	3.3571	376	0.8388	0.6243	0.8388	0.9158
No log	3.375	378	0.7144	0.6988	0.7144	0.8452
No log	3.3929	380	0.7374	0.7027	0.7374	0.8587
No log	3.4107	382	0.9141	0.6268	0.9141	0.9561
No log	3.4286	384	0.9805	0.6068	0.9805	0.9902
No log	3.4464	386	0.9117	0.6292	0.9117	0.9548
No log	3.4643	388	0.8114	0.7063	0.8114	0.9008
No log	3.4821	390	0.8390	0.6882	0.8390	0.9160
No log	3.5	392	0.9404	0.6274	0.9404	0.9698
No log	3.5179	394	1.0669	0.6011	1.0669	1.0329
No log	3.5357	396	1.0059	0.6101	1.0059	1.0029
No log	3.5536	398	0.8495	0.6440	0.8495	0.9217
No log	3.5714	400	0.8696	0.6357	0.8696	0.9325
No log	3.5893	402	1.0083	0.6085	1.0083	1.0041
No log	3.6071	404	1.1574	0.5754	1.1574	1.0758
No log	3.625	406	1.0201	0.6060	1.0201	1.0100
No log	3.6429	408	0.7440	0.6692	0.7440	0.8625
No log	3.6607	410	0.6600	0.7265	0.6600	0.8124
No log	3.6786	412	0.7326	0.6799	0.7326	0.8559
No log	3.6964	414	0.9514	0.6290	0.9514	0.9754
No log	3.7143	416	1.1183	0.5811	1.1183	1.0575
No log	3.7321	418	1.0340	0.6071	1.0340	1.0169
No log	3.75	420	0.7975	0.6557	0.7975	0.8930
No log	3.7679	422	0.6462	0.7285	0.6462	0.8039
No log	3.7857	424	0.6623	0.7029	0.6623	0.8138
No log	3.8036	426	0.8076	0.6475	0.8076	0.8987
No log	3.8214	428	0.8927	0.6343	0.8927	0.9449
No log	3.8393	430	0.8552	0.6358	0.8552	0.9248
No log	3.8571	432	0.8537	0.6365	0.8537	0.9240
No log	3.875	434	0.7911	0.6641	0.7911	0.8894
No log	3.8929	436	0.8105	0.6454	0.8105	0.9003
No log	3.9107	438	0.9029	0.6138	0.9029	0.9502
No log	3.9286	440	0.8432	0.6527	0.8432	0.9183
No log	3.9464	442	0.7404	0.6913	0.7404	0.8605
No log	3.9643	444	0.7666	0.6810	0.7666	0.8756
No log	3.9821	446	0.8839	0.6516	0.8839	0.9402
No log	4.0	448	1.0090	0.6193	1.0090	1.0045
No log	4.0179	450	1.0842	0.6079	1.0842	1.0413
No log	4.0357	452	0.9741	0.6350	0.9741	0.9869
No log	4.0536	454	0.9235	0.6665	0.9235	0.9610
No log	4.0714	456	0.9543	0.6279	0.9543	0.9769
No log	4.0893	458	0.9608	0.6104	0.9608	0.9802
No log	4.1071	460	1.0448	0.5777	1.0448	1.0222
No log	4.125	462	1.0944	0.5877	1.0944	1.0461
No log	4.1429	464	0.9767	0.6447	0.9767	0.9883
No log	4.1607	466	0.7772	0.7004	0.7772	0.8816
No log	4.1786	468	0.7477	0.7109	0.7477	0.8647
No log	4.1964	470	0.8535	0.6775	0.8535	0.9238
No log	4.2143	472	1.0026	0.6210	1.0026	1.0013
No log	4.2321	474	0.9979	0.6252	0.9979	0.9990
No log	4.25	476	0.9537	0.6454	0.9537	0.9766
No log	4.2679	478	0.8501	0.6581	0.8501	0.9220
No log	4.2857	480	0.8528	0.6647	0.8528	0.9235
No log	4.3036	482	0.7804	0.6743	0.7804	0.8834
No log	4.3214	484	0.6806	0.7268	0.6806	0.8250
No log	4.3393	486	0.6836	0.7309	0.6836	0.8268
No log	4.3571	488	0.8081	0.7037	0.8081	0.8989
No log	4.375	490	0.8790	0.6785	0.8790	0.9375
No log	4.3929	492	0.8665	0.6707	0.8665	0.9309
No log	4.4107	494	0.8648	0.6716	0.8648	0.9300
No log	4.4286	496	0.8599	0.6676	0.8599	0.9273
No log	4.4464	498	0.7954	0.6915	0.7954	0.8919
0.4213	4.4643	500	0.8309	0.6579	0.8309	0.9116
0.4213	4.4821	502	0.8675	0.6057	0.8675	0.9314
0.4213	4.5	504	0.9033	0.6015	0.9033	0.9504
0.4213	4.5179	506	0.9531	0.6006	0.9531	0.9763
0.4213	4.5357	508	0.9297	0.6126	0.9297	0.9642
0.4213	4.5536	510	0.9045	0.6478	0.9045	0.9511
0.4213	4.5714	512	0.8471	0.6707	0.8471	0.9204
0.4213	4.5893	514	0.7222	0.7110	0.7222	0.8498
0.4213	4.6071	516	0.6681	0.7365	0.6681	0.8174
0.4213	4.625	518	0.6811	0.7243	0.6811	0.8253
0.4213	4.6429	520	0.7853	0.6795	0.7853	0.8862
0.4213	4.6607	522	0.9570	0.6150	0.9570	0.9783
0.4213	4.6786	524	0.9787	0.6067	0.9787	0.9893
0.4213	4.6964	526	0.9283	0.6145	0.9283	0.9635
0.4213	4.7143	528	0.8638	0.6249	0.8638	0.9294
0.4213	4.7321	530	0.7629	0.6927	0.7629	0.8735
0.4213	4.75	532	0.7427	0.7010	0.7427	0.8618
0.4213	4.7679	534	0.7960	0.6633	0.7960	0.8922
0.4213	4.7857	536	0.9225	0.6384	0.9225	0.9605
0.4213	4.8036	538	0.9740	0.6076	0.9740	0.9869
0.4213	4.8214	540	0.9683	0.6116	0.9683	0.9840
0.4213	4.8393	542	0.9437	0.6272	0.9437	0.9715
0.4213	4.8571	544	0.9400	0.6272	0.9400	0.9695
0.4213	4.875	546	0.8784	0.6461	0.8784	0.9372
0.4213	4.8929	548	0.7989	0.6774	0.7989	0.8938
0.4213	4.9107	550	0.7857	0.6838	0.7857	0.8864
0.4213	4.9286	552	0.8854	0.6336	0.8854	0.9410
0.4213	4.9464	554	1.0426	0.6082	1.0426	1.0211
0.4213	4.9643	556	1.0275	0.6048	1.0275	1.0137
0.4213	4.9821	558	0.8606	0.6314	0.8606	0.9277
0.4213	5.0	560	0.7909	0.6470	0.7909	0.8893
0.4213	5.0179	562	0.7766	0.6515	0.7766	0.8813
0.4213	5.0357	564	0.8154	0.6447	0.8154	0.9030
0.4213	5.0536	566	0.8488	0.6526	0.8488	0.9213
0.4213	5.0714	568	0.8032	0.6609	0.8032	0.8962
0.4213	5.0893	570	0.7293	0.7156	0.7293	0.8540
0.4213	5.1071	572	0.7140	0.7354	0.7140	0.8450
0.4213	5.125	574	0.6823	0.7435	0.6823	0.8260
0.4213	5.1429	576	0.7274	0.7348	0.7274	0.8528
0.4213	5.1607	578	0.8478	0.6966	0.8478	0.9208
0.4213	5.1786	580	0.9552	0.6371	0.9552	0.9774
0.4213	5.1964	582	0.8989	0.6485	0.8989	0.9481
0.4213	5.2143	584	0.8054	0.6979	0.8054	0.8974
0.4213	5.2321	586	0.7127	0.7232	0.7127	0.8442
0.4213	5.25	588	0.6842	0.7292	0.6842	0.8272
0.4213	5.2679	590	0.7414	0.7103	0.7414	0.8611
0.4213	5.2857	592	0.8551	0.6296	0.8551	0.9247
0.4213	5.3036	594	0.8371	0.6469	0.8371	0.9149
0.4213	5.3214	596	0.7737	0.6711	0.7737	0.8796
0.4213	5.3393	598	0.7099	0.7114	0.7099	0.8426
0.4213	5.3571	600	0.6599	0.7292	0.6599	0.8123
0.4213	5.375	602	0.6491	0.7412	0.6491	0.8057
0.4213	5.3929	604	0.6762	0.7313	0.6762	0.8223
0.4213	5.4107	606	0.7179	0.7254	0.7179	0.8473
0.4213	5.4286	608	0.7230	0.7240	0.7230	0.8503
0.4213	5.4464	610	0.8278	0.6788	0.8278	0.9099
0.4213	5.4643	612	0.8755	0.6743	0.8755	0.9357
0.4213	5.4821	614	0.8460	0.6645	0.8460	0.9198
0.4213	5.5	616	0.7780	0.6707	0.7780	0.8821
0.4213	5.5179	618	0.7122	0.7042	0.7122	0.8439
0.4213	5.5357	620	0.6528	0.7350	0.6528	0.8079
0.4213	5.5536	622	0.6699	0.7198	0.6699	0.8185
0.4213	5.5714	624	0.7673	0.6792	0.7673	0.8760
0.4213	5.5893	626	0.9728	0.6069	0.9728	0.9863
0.4213	5.6071	628	1.0744	0.6028	1.0744	1.0365
0.4213	5.625	630	1.0322	0.6152	1.0322	1.0160
0.4213	5.6429	632	0.9447	0.6402	0.9447	0.9719
0.4213	5.6607	634	0.8977	0.6385	0.8977	0.9475
0.4213	5.6786	636	0.8151	0.6567	0.8151	0.9028
0.4213	5.6964	638	0.7898	0.6630	0.7898	0.8887
0.4213	5.7143	640	0.8029	0.6615	0.8029	0.8961
0.4213	5.7321	642	0.7889	0.6502	0.7889	0.8882
0.4213	5.75	644	0.7702	0.6647	0.7702	0.8776
0.4213	5.7679	646	0.7065	0.6771	0.7065	0.8406
0.4213	5.7857	648	0.6988	0.6823	0.6988	0.8360
0.4213	5.8036	650	0.7435	0.6837	0.7435	0.8622
0.4213	5.8214	652	0.8783	0.6598	0.8783	0.9372
0.4213	5.8393	654	0.9938	0.6459	0.9938	0.9969
0.4213	5.8571	656	1.0001	0.6459	1.0001	1.0001
0.4213	5.875	658	0.9206	0.6441	0.9206	0.9595
0.4213	5.8929	660	0.7871	0.7021	0.7871	0.8872
0.4213	5.9107	662	0.7583	0.7057	0.7583	0.8708
0.4213	5.9286	664	0.8212	0.6814	0.8212	0.9062
0.4213	5.9464	666	0.9483	0.6415	0.9483	0.9738
0.4213	5.9643	668	1.0232	0.6138	1.0232	1.0116
0.4213	5.9821	670	1.0323	0.6193	1.0323	1.0160
0.4213	6.0	672	0.9211	0.6464	0.9211	0.9597
0.4213	6.0179	674	0.7875	0.6914	0.7875	0.8874
0.4213	6.0357	676	0.7566	0.7050	0.7566	0.8698
0.4213	6.0536	678	0.7998	0.6914	0.7998	0.8943
0.4213	6.0714	680	0.9215	0.6342	0.9215	0.9600
0.4213	6.0893	682	1.0430	0.6063	1.0430	1.0213
0.4213	6.1071	684	1.0343	0.6153	1.0343	1.0170
0.4213	6.125	686	0.9571	0.6409	0.9571	0.9783
0.4213	6.1429	688	0.9043	0.6514	0.9043	0.9510
0.4213	6.1607	690	0.8485	0.6719	0.8485	0.9212
0.4213	6.1786	692	0.7847	0.6833	0.7847	0.8859
0.4213	6.1964	694	0.7924	0.6920	0.7924	0.8901
0.4213	6.2143	696	0.7629	0.6977	0.7629	0.8734
0.4213	6.2321	698	0.7516	0.7013	0.7516	0.8669
0.4213	6.25	700	0.7784	0.6989	0.7784	0.8823
0.4213	6.2679	702	0.8331	0.6767	0.8331	0.9127
0.4213	6.2857	704	0.8896	0.6562	0.8896	0.9432
0.4213	6.3036	706	0.9754	0.6383	0.9754	0.9876
0.4213	6.3214	708	1.0081	0.6210	1.0081	1.0041
0.4213	6.3393	710	0.9196	0.6497	0.9196	0.9590
0.4213	6.3571	712	0.8942	0.6554	0.8942	0.9456
0.4213	6.375	714	0.8690	0.6710	0.8690	0.9322
0.4213	6.3929	716	0.8833	0.6710	0.8833	0.9398
0.4213	6.4107	718	0.9528	0.6468	0.9528	0.9761
0.4213	6.4286	720	1.0130	0.6364	1.0130	1.0065
0.4213	6.4464	722	1.0115	0.6364	1.0115	1.0057
0.4213	6.4643	724	0.9648	0.6384	0.9648	0.9823
0.4213	6.4821	726	0.9608	0.6384	0.9608	0.9802
0.4213	6.5	728	0.9082	0.6542	0.9082	0.9530
0.4213	6.5179	730	0.8044	0.6742	0.8044	0.8969
0.4213	6.5357	732	0.7703	0.6674	0.7703	0.8777
0.4213	6.5536	734	0.7576	0.6517	0.7576	0.8704
0.4213	6.5714	736	0.7630	0.6517	0.7630	0.8735
0.4213	6.5893	738	0.8248	0.6685	0.8248	0.9082
0.4213	6.6071	740	0.8909	0.6330	0.8909	0.9439
0.4213	6.625	742	0.9610	0.6002	0.9610	0.9803
0.4213	6.6429	744	1.0271	0.6002	1.0271	1.0134
0.4213	6.6607	746	1.0246	0.6261	1.0246	1.0122
0.4213	6.6786	748	0.9194	0.6624	0.9194	0.9588
0.4213	6.6964	750	0.8156	0.6886	0.8156	0.9031
0.4213	6.7143	752	0.7577	0.6910	0.7577	0.8704
0.4213	6.7321	754	0.7478	0.6921	0.7478	0.8648
0.4213	6.75	756	0.7999	0.6847	0.7999	0.8943
0.4213	6.7679	758	0.8584	0.6613	0.8584	0.9265
0.4213	6.7857	760	0.8527	0.6548	0.8527	0.9234
0.4213	6.8036	762	0.8504	0.6581	0.8504	0.9222
0.4213	6.8214	764	0.9153	0.6261	0.9153	0.9567
0.4213	6.8393	766	1.0276	0.5994	1.0276	1.0137
0.4213	6.8571	768	1.0478	0.5749	1.0478	1.0236
0.4213	6.875	770	1.0174	0.5749	1.0174	1.0087
0.4213	6.8929	772	0.9386	0.6176	0.9386	0.9688
0.4213	6.9107	774	0.8605	0.6301	0.8605	0.9276
0.4213	6.9286	776	0.8351	0.6344	0.8351	0.9138
0.4213	6.9464	778	0.8623	0.6350	0.8623	0.9286
0.4213	6.9643	780	0.8753	0.6260	0.8753	0.9356
0.4213	6.9821	782	0.9224	0.6176	0.9224	0.9604
0.4213	7.0	784	1.0217	0.5916	1.0217	1.0108
0.4213	7.0179	786	1.0373	0.5872	1.0373	1.0185
0.4213	7.0357	788	0.9981	0.5946	0.9981	0.9991
0.4213	7.0536	790	0.8830	0.6364	0.8830	0.9397
0.4213	7.0714	792	0.7740	0.6651	0.7740	0.8798
0.4213	7.0893	794	0.7581	0.6717	0.7581	0.8707
0.4213	7.1071	796	0.8180	0.6603	0.8180	0.9044
0.4213	7.125	798	0.9604	0.6182	0.9604	0.9800
0.4213	7.1429	800	1.1116	0.5669	1.1116	1.0543
0.4213	7.1607	802	1.1602	0.5651	1.1602	1.0771
0.4213	7.1786	804	1.1006	0.5699	1.1006	1.0491
0.4213	7.1964	806	1.0097	0.5903	1.0097	1.0048
0.4213	7.2143	808	0.8958	0.6507	0.8958	0.9465
0.4213	7.2321	810	0.8370	0.6540	0.8370	0.9149
0.4213	7.25	812	0.8250	0.6540	0.8250	0.9083
0.4213	7.2679	814	0.8596	0.6533	0.8596	0.9271
0.4213	7.2857	816	0.9386	0.6235	0.9386	0.9688
0.4213	7.3036	818	1.0522	0.5777	1.0522	1.0258
0.4213	7.3214	820	1.1269	0.5620	1.1269	1.0616
0.4213	7.3393	822	1.1020	0.5689	1.1020	1.0498
0.4213	7.3571	824	1.0024	0.5985	1.0024	1.0012
0.4213	7.375	826	0.9401	0.6306	0.9401	0.9696
0.4213	7.3929	828	0.9040	0.6654	0.9040	0.9508
0.4213	7.4107	830	0.8942	0.6820	0.8942	0.9456
0.4213	7.4286	832	0.9056	0.6733	0.9056	0.9516
0.4213	7.4464	834	0.9353	0.6417	0.9353	0.9671
0.4213	7.4643	836	0.9856	0.6259	0.9856	0.9928
0.4213	7.4821	838	1.0947	0.5997	1.0947	1.0463
0.4213	7.5	840	1.1319	0.5873	1.1319	1.0639
0.4213	7.5179	842	1.0776	0.5942	1.0776	1.0381
0.4213	7.5357	844	1.0453	0.5976	1.0453	1.0224
0.4213	7.5536	846	0.9548	0.6297	0.9548	0.9772
0.4213	7.5714	848	0.8470	0.6719	0.8470	0.9203
0.4213	7.5893	850	0.8154	0.6693	0.8154	0.9030
0.4213	7.6071	852	0.8233	0.6693	0.8233	0.9074
0.4213	7.625	854	0.8744	0.6719	0.8744	0.9351
0.4213	7.6429	856	0.9480	0.6357	0.9480	0.9737
0.4213	7.6607	858	1.0352	0.5998	1.0352	1.0175
0.4213	7.6786	860	1.0762	0.5904	1.0762	1.0374
0.4213	7.6964	862	1.0416	0.5945	1.0416	1.0206
0.4213	7.7143	864	0.9705	0.6297	0.9705	0.9851
0.4213	7.7321	866	0.9075	0.6338	0.9075	0.9526
0.4213	7.75	868	0.8795	0.6623	0.8795	0.9378
0.4213	7.7679	870	0.8736	0.6623	0.8736	0.9346
0.4213	7.7857	872	0.8431	0.6791	0.8431	0.9182
0.4213	7.8036	874	0.8445	0.6791	0.8445	0.9190
0.4213	7.8214	876	0.9003	0.6345	0.9003	0.9489
0.4213	7.8393	878	0.9597	0.6378	0.9597	0.9796
0.4213	7.8571	880	1.0244	0.6205	1.0244	1.0122
0.4213	7.875	882	1.0645	0.6071	1.0645	1.0317
0.4213	7.8929	884	1.0720	0.6060	1.0720	1.0354
0.4213	7.9107	886	1.0382	0.6150	1.0382	1.0189
0.4213	7.9286	888	0.9928	0.6159	0.9928	0.9964
0.4213	7.9464	890	0.9652	0.6240	0.9652	0.9825
0.4213	7.9643	892	0.9736	0.6115	0.9736	0.9867
0.4213	7.9821	894	0.9931	0.6036	0.9931	0.9965
0.4213	8.0	896	1.0167	0.5967	1.0167	1.0083
0.4213	8.0179	898	1.0426	0.5974	1.0426	1.0211
0.4213	8.0357	900	1.0381	0.5905	1.0381	1.0189
0.4213	8.0536	902	0.9830	0.5907	0.9830	0.9915
0.4213	8.0714	904	0.9094	0.6189	0.9094	0.9536
0.4213	8.0893	906	0.8320	0.6530	0.8320	0.9121
0.4213	8.1071	908	0.8046	0.6459	0.8046	0.8970
0.4213	8.125	910	0.8212	0.6467	0.8212	0.9062
0.4213	8.1429	912	0.8514	0.6558	0.8514	0.9227
0.4213	8.1607	914	0.9032	0.6378	0.9032	0.9503
0.4213	8.1786	916	0.9629	0.6014	0.9629	0.9813
0.4213	8.1964	918	0.9788	0.6014	0.9788	0.9894
0.4213	8.2143	920	0.9513	0.6174	0.9513	0.9753
0.4213	8.2321	922	0.8884	0.6523	0.8884	0.9426
0.4213	8.25	924	0.8364	0.6655	0.8364	0.9145
0.4213	8.2679	926	0.8176	0.6646	0.8176	0.9042
0.4213	8.2857	928	0.7987	0.6777	0.7987	0.8937
0.4213	8.3036	930	0.8034	0.6777	0.8034	0.8963
0.4213	8.3214	932	0.8421	0.6857	0.8421	0.9177
0.4213	8.3393	934	0.8568	0.6841	0.8568	0.9256
0.4213	8.3571	936	0.8736	0.6696	0.8736	0.9347
0.4213	8.375	938	0.8716	0.6515	0.8716	0.9336
0.4213	8.3929	940	0.8458	0.6753	0.8458	0.9197
0.4213	8.4107	942	0.8358	0.6704	0.8358	0.9142
0.4213	8.4286	944	0.8424	0.6637	0.8424	0.9178
0.4213	8.4464	946	0.8531	0.6413	0.8531	0.9236
0.4213	8.4643	948	0.8782	0.6413	0.8782	0.9371
0.4213	8.4821	950	0.8821	0.6413	0.8821	0.9392
0.4213	8.5	952	0.8551	0.6481	0.8551	0.9247
0.4213	8.5179	954	0.8491	0.6548	0.8491	0.9215
0.4213	8.5357	956	0.8663	0.6481	0.8663	0.9308
0.4213	8.5536	958	0.8952	0.6492	0.8952	0.9461
0.4213	8.5714	960	0.9170	0.6364	0.9170	0.9576
0.4213	8.5893	962	0.9103	0.6404	0.9103	0.9541
0.4213	8.6071	964	0.8850	0.6558	0.8850	0.9407
0.4213	8.625	966	0.8697	0.6558	0.8697	0.9326
0.4213	8.6429	968	0.8236	0.6863	0.8236	0.9075
0.4213	8.6607	970	0.7858	0.6857	0.7858	0.8865
0.4213	8.6786	972	0.7677	0.6874	0.7677	0.8762
0.4213	8.6964	974	0.7738	0.6874	0.7738	0.8796
0.4213	8.7143	976	0.7990	0.6857	0.7990	0.8938
0.4213	8.7321	978	0.8201	0.6807	0.8201	0.9056
0.4213	8.75	980	0.8469	0.6558	0.8469	0.9203
0.4213	8.7679	982	0.8545	0.6558	0.8545	0.9244
0.4213	8.7857	984	0.8630	0.6558	0.8630	0.9290
0.4213	8.8036	986	0.8693	0.6558	0.8693	0.9324
0.4213	8.8214	988	0.8910	0.6558	0.8910	0.9439
0.4213	8.8393	990	0.9083	0.6554	0.9083	0.9530
0.4213	8.8571	992	0.9310	0.6331	0.9310	0.9649
0.4213	8.875	994	0.9347	0.6331	0.9347	0.9668
0.4213	8.8929	996	0.9292	0.6331	0.9292	0.9639
0.4213	8.9107	998	0.8996	0.6558	0.8996	0.9485
0.0719	8.9286	1000	0.8683	0.6623	0.8683	0.9318
0.0719	8.9464	1002	0.8466	0.6613	0.8466	0.9201
0.0719	8.9643	1004	0.8399	0.6613	0.8399	0.9165
0.0719	8.9821	1006	0.8454	0.6613	0.8454	0.9195
0.0719	9.0	1008	0.8619	0.6613	0.8619	0.9284
0.0719	9.0179	1010	0.8780	0.6481	0.8780	0.9370
0.0719	9.0357	1012	0.8832	0.6481	0.8832	0.9398
0.0719	9.0536	1014	0.8762	0.6481	0.8762	0.9360
0.0719	9.0714	1016	0.8856	0.6481	0.8856	0.9411
0.0719	9.0893	1018	0.9071	0.6481	0.9071	0.9524
0.0719	9.1071	1020	0.9155	0.6392	0.9155	0.9568
0.0719	9.125	1022	0.9018	0.6548	0.9018	0.9496
0.0719	9.1429	1024	0.9007	0.6613	0.9007	0.9490
0.0719	9.1607	1026	0.8949	0.6613	0.8949	0.9460
0.0719	9.1786	1028	0.8753	0.6613	0.8753	0.9356
0.0719	9.1964	1030	0.8506	0.6613	0.8506	0.9223
0.0719	9.2143	1032	0.8214	0.6743	0.8214	0.9063
0.0719	9.2321	1034	0.7945	0.6834	0.7945	0.8913
0.0719	9.25	1036	0.7798	0.6834	0.7798	0.8830
0.0719	9.2679	1038	0.7769	0.6834	0.7769	0.8814
0.0719	9.2857	1040	0.7850	0.6834	0.7850	0.8860
0.0719	9.3036	1042	0.7896	0.6834	0.7896	0.8886
0.0719	9.3214	1044	0.8007	0.6834	0.8007	0.8948
0.0719	9.3393	1046	0.8164	0.6743	0.8164	0.9036
0.0719	9.3571	1048	0.8376	0.6727	0.8376	0.9152
0.0719	9.375	1050	0.8582	0.6548	0.8582	0.9264
0.0719	9.3929	1052	0.8668	0.6481	0.8668	0.9310
0.0719	9.4107	1054	0.8759	0.6481	0.8759	0.9359
0.0719	9.4286	1056	0.8883	0.6488	0.8883	0.9425
0.0719	9.4464	1058	0.9025	0.6432	0.9025	0.9500
0.0719	9.4643	1060	0.9073	0.6391	0.9073	0.9525
0.0719	9.4821	1062	0.9111	0.6391	0.9111	0.9545
0.0719	9.5	1064	0.9121	0.6478	0.9121	0.9550
0.0719	9.5179	1066	0.9227	0.6478	0.9227	0.9606
0.0719	9.5357	1068	0.9328	0.6276	0.9328	0.9658
0.0719	9.5536	1070	0.9318	0.6276	0.9318	0.9653
0.0719	9.5714	1072	0.9194	0.6350	0.9194	0.9588
0.0719	9.5893	1074	0.9157	0.6350	0.9157	0.9569
0.0719	9.6071	1076	0.9079	0.6391	0.9079	0.9528
0.0719	9.625	1078	0.8953	0.6391	0.8953	0.9462
0.0719	9.6429	1080	0.8776	0.6432	0.8776	0.9368
0.0719	9.6607	1082	0.8632	0.6481	0.8632	0.9291
0.0719	9.6786	1084	0.8556	0.6481	0.8556	0.9250
0.0719	9.6964	1086	0.8489	0.6481	0.8489	0.9213
0.0719	9.7143	1088	0.8471	0.6481	0.8471	0.9204
0.0719	9.7321	1090	0.8465	0.6481	0.8465	0.9200
0.0719	9.75	1092	0.8481	0.6481	0.8481	0.9209
0.0719	9.7679	1094	0.8551	0.6481	0.8551	0.9247
0.0719	9.7857	1096	0.8630	0.6492	0.8630	0.9290
0.0719	9.8036	1098	0.8694	0.6492	0.8694	0.9324
0.0719	9.8214	1100	0.8779	0.6492	0.8779	0.9370
0.0719	9.8393	1102	0.8830	0.6492	0.8830	0.9397
0.0719	9.8571	1104	0.8884	0.6492	0.8884	0.9425
0.0719	9.875	1106	0.8921	0.6492	0.8921	0.9445
0.0719	9.8929	1108	0.8931	0.6492	0.8931	0.9450
0.0719	9.9107	1110	0.8943	0.6492	0.8943	0.9457
0.0719	9.9286	1112	0.8951	0.6492	0.8951	0.9461
0.0719	9.9464	1114	0.8953	0.6492	0.8953	0.9462
0.0719	9.9643	1116	0.8958	0.6492	0.8958	0.9465
0.0719	9.9821	1118	0.8963	0.6492	0.8963	0.9467
0.0719	10.0	1120	0.8966	0.6492	0.8966	0.9469

Framework versions

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