ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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: 0.6974
• Qwk: 0.6533
• Mse: 0.6974
• Rmse: 0.8351

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	0.0294	2	5.3076	-0.0105	5.3076	2.3038
No log	0.0588	4	3.0956	0.0560	3.0956	1.7594
No log	0.0882	6	1.9089	0.0903	1.9089	1.3816
No log	0.1176	8	1.3361	0.2687	1.3361	1.1559
No log	0.1471	10	1.1591	0.2133	1.1591	1.0766
No log	0.1765	12	1.2359	0.2205	1.2359	1.1117
No log	0.2059	14	1.5618	0.1519	1.5618	1.2497
No log	0.2353	16	1.3564	0.1779	1.3564	1.1646
No log	0.2647	18	1.2087	0.2221	1.2087	1.0994
No log	0.2941	20	1.1387	0.2754	1.1387	1.0671
No log	0.3235	22	1.1241	0.2773	1.1241	1.0602
No log	0.3529	24	1.0494	0.3430	1.0494	1.0244
No log	0.3824	26	1.0491	0.3487	1.0491	1.0243
No log	0.4118	28	0.9692	0.3852	0.9692	0.9845
No log	0.4412	30	1.0223	0.4492	1.0223	1.0111
No log	0.4706	32	1.2754	0.3925	1.2754	1.1293
No log	0.5	34	1.2029	0.4448	1.2029	1.0968
No log	0.5294	36	1.0744	0.4275	1.0744	1.0365
No log	0.5588	38	1.0471	0.4342	1.0471	1.0233
No log	0.5882	40	0.9013	0.4120	0.9013	0.9494
No log	0.6176	42	0.9052	0.4097	0.9052	0.9514
No log	0.6471	44	0.8347	0.4403	0.8347	0.9136
No log	0.6765	46	0.8312	0.4701	0.8312	0.9117
No log	0.7059	48	0.8664	0.4483	0.8664	0.9308
No log	0.7353	50	1.0203	0.5123	1.0203	1.0101
No log	0.7647	52	1.1547	0.4461	1.1547	1.0746
No log	0.7941	54	1.1509	0.4700	1.1509	1.0728
No log	0.8235	56	0.9628	0.4800	0.9628	0.9812
No log	0.8529	58	0.9502	0.4705	0.9502	0.9748
No log	0.8824	60	0.8930	0.4800	0.8930	0.9450
No log	0.9118	62	0.9755	0.5428	0.9755	0.9877
No log	0.9412	64	1.3601	0.3929	1.3601	1.1662
No log	0.9706	66	1.2783	0.4097	1.2783	1.1306
No log	1.0	68	1.0046	0.5135	1.0046	1.0023
No log	1.0294	70	0.8380	0.5491	0.8380	0.9154
No log	1.0588	72	0.8494	0.4598	0.8494	0.9216
No log	1.0882	74	0.8248	0.4821	0.8248	0.9082
No log	1.1176	76	0.7632	0.6121	0.7632	0.8736
No log	1.1471	78	0.8009	0.6172	0.8009	0.8949
No log	1.1765	80	0.7711	0.6539	0.7711	0.8781
No log	1.2059	82	0.7539	0.6672	0.7539	0.8683
No log	1.2353	84	0.7988	0.6595	0.7988	0.8937
No log	1.2647	86	0.8263	0.6387	0.8263	0.9090
No log	1.2941	88	0.7885	0.6484	0.7885	0.8880
No log	1.3235	90	0.7765	0.6231	0.7765	0.8812
No log	1.3529	92	0.8159	0.6082	0.8159	0.9033
No log	1.3824	94	0.8641	0.5850	0.8641	0.9296
No log	1.4118	96	0.7921	0.6106	0.7921	0.8900
No log	1.4412	98	0.8520	0.6279	0.8520	0.9231
No log	1.4706	100	0.8736	0.5935	0.8736	0.9347
No log	1.5	102	0.8826	0.5994	0.8826	0.9395
No log	1.5294	104	0.8739	0.6158	0.8739	0.9348
No log	1.5588	106	0.8828	0.6191	0.8828	0.9395
No log	1.5882	108	0.8612	0.6146	0.8612	0.9280
No log	1.6176	110	0.9076	0.6293	0.9076	0.9527
No log	1.6471	112	0.8202	0.6729	0.8202	0.9056
No log	1.6765	114	0.7378	0.6255	0.7378	0.8589
No log	1.7059	116	0.8232	0.5725	0.8232	0.9073
No log	1.7353	118	0.8825	0.5403	0.8825	0.9394
No log	1.7647	120	0.9802	0.5317	0.9802	0.9900
No log	1.7941	122	1.0191	0.5347	1.0191	1.0095
No log	1.8235	124	0.7745	0.6008	0.7745	0.8801
No log	1.8529	126	0.7068	0.6342	0.7068	0.8407
No log	1.8824	128	0.8446	0.6341	0.8446	0.9190
No log	1.9118	130	1.0878	0.5268	1.0878	1.0430
No log	1.9412	132	0.9650	0.5808	0.9650	0.9824
No log	1.9706	134	0.9671	0.5737	0.9671	0.9834
No log	2.0	136	1.1376	0.4934	1.1376	1.0666
No log	2.0294	138	1.1665	0.5033	1.1665	1.0801
No log	2.0588	140	0.9273	0.5797	0.9273	0.9630
No log	2.0882	142	0.8621	0.6311	0.8621	0.9285
No log	2.1176	144	0.8689	0.6102	0.8689	0.9321
No log	2.1471	146	0.7789	0.6564	0.7789	0.8825
No log	2.1765	148	0.7256	0.6170	0.7256	0.8518
No log	2.2059	150	0.7188	0.6253	0.7188	0.8478
No log	2.2353	152	0.7033	0.6192	0.7033	0.8386
No log	2.2647	154	0.6975	0.6323	0.6975	0.8351
No log	2.2941	156	0.6993	0.6624	0.6993	0.8363
No log	2.3235	158	0.7011	0.6742	0.7011	0.8373
No log	2.3529	160	0.6749	0.6835	0.6749	0.8215
No log	2.3824	162	0.6771	0.7060	0.6771	0.8229
No log	2.4118	164	0.6655	0.6718	0.6655	0.8158
No log	2.4412	166	0.6700	0.6915	0.6700	0.8186
No log	2.4706	168	0.6862	0.6898	0.6862	0.8284
No log	2.5	170	0.6924	0.6965	0.6924	0.8321
No log	2.5294	172	0.7483	0.7103	0.7483	0.8651
No log	2.5588	174	0.7011	0.7270	0.7011	0.8373
No log	2.5882	176	0.6674	0.6968	0.6674	0.8170
No log	2.6176	178	0.6720	0.6901	0.6720	0.8198
No log	2.6471	180	0.6853	0.7022	0.6853	0.8278
No log	2.6765	182	0.8317	0.6410	0.8317	0.9120
No log	2.7059	184	0.7685	0.6705	0.7685	0.8766
No log	2.7353	186	0.6699	0.6740	0.6699	0.8185
No log	2.7647	188	0.6548	0.6875	0.6548	0.8092
No log	2.7941	190	0.6593	0.6630	0.6593	0.8120
No log	2.8235	192	0.6937	0.6624	0.6937	0.8329
No log	2.8529	194	0.7091	0.6595	0.7091	0.8421
No log	2.8824	196	0.7236	0.6654	0.7236	0.8506
No log	2.9118	198	0.7197	0.6798	0.7197	0.8484
No log	2.9412	200	0.8383	0.6382	0.8383	0.9156
No log	2.9706	202	0.8241	0.6244	0.8241	0.9078
No log	3.0	204	0.7205	0.6102	0.7205	0.8488
No log	3.0294	206	0.7324	0.5663	0.7324	0.8558
No log	3.0588	208	0.8171	0.5977	0.8171	0.9040
No log	3.0882	210	0.9972	0.5491	0.9972	0.9986
No log	3.1176	212	0.9762	0.5609	0.9762	0.9880
No log	3.1471	214	0.8090	0.5977	0.8090	0.8995
No log	3.1765	216	0.7015	0.6238	0.7015	0.8376
No log	3.2059	218	0.6981	0.6450	0.6981	0.8355
No log	3.2353	220	0.7573	0.6741	0.7573	0.8702
No log	3.2647	222	0.7620	0.6646	0.7620	0.8729
No log	3.2941	224	0.7980	0.6637	0.7980	0.8933
No log	3.3235	226	0.7643	0.6565	0.7643	0.8742
No log	3.3529	228	0.7082	0.6169	0.7082	0.8416
No log	3.3824	230	0.7185	0.6308	0.7185	0.8476
No log	3.4118	232	0.7506	0.6248	0.7506	0.8664
No log	3.4412	234	0.7406	0.6316	0.7406	0.8606
No log	3.4706	236	0.7153	0.6043	0.7153	0.8458
No log	3.5	238	0.7281	0.5938	0.7281	0.8533
No log	3.5294	240	0.7444	0.5945	0.7444	0.8628
No log	3.5588	242	0.7689	0.5942	0.7689	0.8769
No log	3.5882	244	0.7771	0.6030	0.7771	0.8815
No log	3.6176	246	0.7863	0.5801	0.7863	0.8867
No log	3.6471	248	0.8001	0.5830	0.8001	0.8945
No log	3.6765	250	0.7875	0.5653	0.7875	0.8874
No log	3.7059	252	0.7699	0.5774	0.7699	0.8774
No log	3.7353	254	0.7495	0.5641	0.7495	0.8658
No log	3.7647	256	0.7024	0.6015	0.7024	0.8381
No log	3.7941	258	0.6880	0.6177	0.6880	0.8295
No log	3.8235	260	0.6833	0.5943	0.6833	0.8266
No log	3.8529	262	0.7142	0.6096	0.7142	0.8451
No log	3.8824	264	0.7373	0.5970	0.7373	0.8587
No log	3.9118	266	0.7078	0.5733	0.7078	0.8413
No log	3.9412	268	0.7255	0.5800	0.7255	0.8517
No log	3.9706	270	0.7258	0.5740	0.7258	0.8519
No log	4.0	272	0.6817	0.6119	0.6817	0.8256
No log	4.0294	274	0.6638	0.6699	0.6638	0.8147
No log	4.0588	276	0.6662	0.6839	0.6662	0.8162
No log	4.0882	278	0.7112	0.6487	0.7112	0.8433
No log	4.1176	280	0.7218	0.6318	0.7218	0.8496
No log	4.1471	282	0.7555	0.6286	0.7555	0.8692
No log	4.1765	284	0.8602	0.6187	0.8602	0.9275
No log	4.2059	286	0.8678	0.5915	0.8678	0.9316
No log	4.2353	288	0.7488	0.6322	0.7488	0.8653
No log	4.2647	290	0.7240	0.5995	0.7240	0.8509
No log	4.2941	292	0.7341	0.6068	0.7341	0.8568
No log	4.3235	294	0.7935	0.6204	0.7935	0.8908
No log	4.3529	296	0.8806	0.6225	0.8806	0.9384
No log	4.3824	298	1.0291	0.5536	1.0291	1.0144
No log	4.4118	300	1.1324	0.5214	1.1324	1.0642
No log	4.4412	302	0.9856	0.5913	0.9856	0.9928
No log	4.4706	304	0.9075	0.6271	0.9075	0.9526
No log	4.5	306	0.8230	0.6412	0.8230	0.9072
No log	4.5294	308	0.8531	0.6282	0.8531	0.9236
No log	4.5588	310	0.7945	0.6576	0.7945	0.8913
No log	4.5882	312	0.7883	0.6616	0.7883	0.8879
No log	4.6176	314	0.7306	0.6524	0.7306	0.8548
No log	4.6471	316	0.6941	0.6742	0.6941	0.8331
No log	4.6765	318	0.6850	0.6762	0.6850	0.8276
No log	4.7059	320	0.7318	0.6586	0.7318	0.8555
No log	4.7353	322	0.7662	0.6331	0.7662	0.8753
No log	4.7647	324	0.7386	0.6331	0.7386	0.8594
No log	4.7941	326	0.6402	0.6932	0.6402	0.8001
No log	4.8235	328	0.6652	0.6728	0.6652	0.8156
No log	4.8529	330	0.7354	0.6129	0.7354	0.8575
No log	4.8824	332	0.7216	0.6190	0.7216	0.8495
No log	4.9118	334	0.6667	0.6045	0.6667	0.8165
No log	4.9412	336	0.6460	0.6707	0.6460	0.8038
No log	4.9706	338	0.7378	0.6132	0.7378	0.8590
No log	5.0	340	0.7207	0.6477	0.7207	0.8489
No log	5.0294	342	0.6224	0.7290	0.6224	0.7889
No log	5.0588	344	0.6356	0.6713	0.6356	0.7972
No log	5.0882	346	0.6334	0.6705	0.6334	0.7958
No log	5.1176	348	0.6168	0.7013	0.6168	0.7854
No log	5.1471	350	0.6350	0.6505	0.6350	0.7969
No log	5.1765	352	0.6639	0.5895	0.6639	0.8148
No log	5.2059	354	0.6684	0.5787	0.6684	0.8176
No log	5.2353	356	0.6510	0.6181	0.6510	0.8069
No log	5.2647	358	0.6313	0.6418	0.6313	0.7946
No log	5.2941	360	0.6193	0.6918	0.6193	0.7870
No log	5.3235	362	0.6427	0.7001	0.6427	0.8017
No log	5.3529	364	0.6633	0.6939	0.6633	0.8144
No log	5.3824	366	0.6395	0.7136	0.6395	0.7997
No log	5.4118	368	0.6418	0.6863	0.6418	0.8011
No log	5.4412	370	0.6435	0.6807	0.6435	0.8022
No log	5.4706	372	0.6576	0.6573	0.6576	0.8109
No log	5.5	374	0.6848	0.6522	0.6848	0.8275
No log	5.5294	376	0.6909	0.6675	0.6909	0.8312
No log	5.5588	378	0.6916	0.6696	0.6916	0.8316
No log	5.5882	380	0.6866	0.6674	0.6866	0.8286
No log	5.6176	382	0.6603	0.6951	0.6603	0.8126
No log	5.6471	384	0.6528	0.6730	0.6528	0.8079
No log	5.6765	386	0.6546	0.6661	0.6546	0.8091
No log	5.7059	388	0.7045	0.6430	0.7045	0.8393
No log	5.7353	390	0.7032	0.6298	0.7032	0.8386
No log	5.7647	392	0.6657	0.6271	0.6657	0.8159
No log	5.7941	394	0.6455	0.6340	0.6455	0.8034
No log	5.8235	396	0.6329	0.6306	0.6329	0.7956
No log	5.8529	398	0.6266	0.6704	0.6266	0.7916
No log	5.8824	400	0.6197	0.6827	0.6197	0.7872
No log	5.9118	402	0.6411	0.6725	0.6411	0.8007
No log	5.9412	404	0.6519	0.6675	0.6519	0.8074
No log	5.9706	406	0.6844	0.6718	0.6844	0.8273
No log	6.0	408	0.6932	0.6665	0.6932	0.8326
No log	6.0294	410	0.6544	0.6826	0.6544	0.8090
No log	6.0588	412	0.6657	0.6859	0.6657	0.8159
No log	6.0882	414	0.6963	0.6655	0.6963	0.8345
No log	6.1176	416	0.7685	0.6555	0.7685	0.8766
No log	6.1471	418	0.8176	0.6426	0.8176	0.9042
No log	6.1765	420	0.8737	0.6061	0.8737	0.9347
No log	6.2059	422	0.8523	0.5971	0.8523	0.9232
No log	6.2353	424	0.7588	0.6584	0.7588	0.8711
No log	6.2647	426	0.7919	0.6501	0.7919	0.8899
No log	6.2941	428	0.9231	0.5628	0.9231	0.9608
No log	6.3235	430	0.9003	0.6000	0.9003	0.9488
No log	6.3529	432	0.7691	0.6492	0.7691	0.8770
No log	6.3824	434	0.6742	0.6348	0.6742	0.8211
No log	6.4118	436	0.6716	0.6354	0.6716	0.8195
No log	6.4412	438	0.6907	0.5998	0.6907	0.8311
No log	6.4706	440	0.7079	0.5884	0.7079	0.8414
No log	6.5	442	0.7260	0.5783	0.7260	0.8521
No log	6.5294	444	0.7462	0.5771	0.7462	0.8638
No log	6.5588	446	0.7826	0.5872	0.7826	0.8846
No log	6.5882	448	0.7337	0.5989	0.7337	0.8566
No log	6.6176	450	0.6966	0.6112	0.6966	0.8346
No log	6.6471	452	0.6851	0.6170	0.6851	0.8277
No log	6.6765	454	0.6714	0.6327	0.6714	0.8194
No log	6.7059	456	0.6850	0.6740	0.6850	0.8277
No log	6.7353	458	0.6928	0.6732	0.6928	0.8324
No log	6.7647	460	0.6636	0.6262	0.6636	0.8146
No log	6.7941	462	0.6879	0.6021	0.6879	0.8294
No log	6.8235	464	0.7105	0.5669	0.7105	0.8429
No log	6.8529	466	0.6740	0.6416	0.6740	0.8210
No log	6.8824	468	0.7194	0.6174	0.7194	0.8482
No log	6.9118	470	0.7446	0.6202	0.7446	0.8629
No log	6.9412	472	0.6799	0.6319	0.6799	0.8246
No log	6.9706	474	0.6669	0.6078	0.6669	0.8167
No log	7.0	476	0.6931	0.6233	0.6931	0.8325
No log	7.0294	478	0.6788	0.5952	0.6788	0.8239
No log	7.0588	480	0.7140	0.6516	0.7140	0.8450
No log	7.0882	482	0.8810	0.6094	0.8810	0.9386
No log	7.1176	484	0.9973	0.5679	0.9973	0.9987
No log	7.1471	486	0.9173	0.5985	0.9173	0.9578
No log	7.1765	488	0.7748	0.6261	0.7748	0.8802
No log	7.2059	490	0.7398	0.6230	0.7398	0.8601
No log	7.2353	492	0.7197	0.5798	0.7197	0.8484
No log	7.2647	494	0.7740	0.6020	0.7740	0.8797
No log	7.2941	496	0.8201	0.5947	0.8201	0.9056
No log	7.3235	498	0.8390	0.5915	0.8390	0.9159
0.3888	7.3529	500	0.8195	0.5830	0.8195	0.9053
0.3888	7.3824	502	0.7605	0.5668	0.7605	0.8721
0.3888	7.4118	504	0.7165	0.5546	0.7165	0.8465
0.3888	7.4412	506	0.7249	0.6205	0.7249	0.8514
0.3888	7.4706	508	0.7487	0.6142	0.7487	0.8652
0.3888	7.5	510	0.7810	0.6020	0.7810	0.8838
0.3888	7.5294	512	0.7435	0.5591	0.7435	0.8623
0.3888	7.5588	514	0.7234	0.5528	0.7234	0.8505
0.3888	7.5882	516	0.7111	0.5680	0.7111	0.8433
0.3888	7.6176	518	0.7089	0.6434	0.7089	0.8420
0.3888	7.6471	520	0.6863	0.6591	0.6863	0.8285
0.3888	7.6765	522	0.6846	0.6738	0.6846	0.8274
0.3888	7.7059	524	0.6743	0.6926	0.6743	0.8212
0.3888	7.7353	526	0.6853	0.6586	0.6853	0.8278
0.3888	7.7647	528	0.7049	0.6849	0.7049	0.8396
0.3888	7.7941	530	0.7119	0.6849	0.7119	0.8437
0.3888	7.8235	532	0.7550	0.6955	0.7550	0.8689
0.3888	7.8529	534	0.7769	0.6854	0.7769	0.8814
0.3888	7.8824	536	0.7149	0.6948	0.7149	0.8455
0.3888	7.9118	538	0.6847	0.6872	0.6847	0.8274
0.3888	7.9412	540	0.6923	0.6293	0.6923	0.8321
0.3888	7.9706	542	0.7240	0.6321	0.7240	0.8509
0.3888	8.0	544	0.8200	0.6400	0.8200	0.9055
0.3888	8.0294	546	0.9169	0.6131	0.9169	0.9575
0.3888	8.0588	548	0.8890	0.6415	0.8890	0.9429
0.3888	8.0882	550	0.7898	0.6674	0.7898	0.8887
0.3888	8.1176	552	0.7333	0.6917	0.7333	0.8563
0.3888	8.1471	554	0.7200	0.6973	0.7200	0.8485
0.3888	8.1765	556	0.7607	0.6899	0.7607	0.8722
0.3888	8.2059	558	0.8224	0.6445	0.8224	0.9069
0.3888	8.2353	560	0.8149	0.6410	0.8149	0.9027
0.3888	8.2647	562	0.7840	0.6789	0.7840	0.8854
0.3888	8.2941	564	0.7579	0.6970	0.7579	0.8706
0.3888	8.3235	566	0.7464	0.6862	0.7464	0.8640
0.3888	8.3529	568	0.7772	0.6898	0.7772	0.8816
0.3888	8.3824	570	0.8852	0.6649	0.8852	0.9408
0.3888	8.4118	572	1.0010	0.6026	1.0010	1.0005
0.3888	8.4412	574	1.0854	0.5718	1.0854	1.0418
0.3888	8.4706	576	1.0113	0.6120	1.0113	1.0056
0.3888	8.5	578	0.8912	0.6898	0.8912	0.9440
0.3888	8.5294	580	0.8160	0.6778	0.8160	0.9033
0.3888	8.5588	582	0.8251	0.6683	0.8251	0.9084
0.3888	8.5882	584	0.8796	0.6898	0.8796	0.9379
0.3888	8.6176	586	0.8514	0.6731	0.8514	0.9227
0.3888	8.6471	588	0.7822	0.6843	0.7822	0.8844
0.3888	8.6765	590	0.7831	0.6920	0.7831	0.8849
0.3888	8.7059	592	0.7562	0.6866	0.7562	0.8696
0.3888	8.7353	594	0.7380	0.6358	0.7380	0.8591
0.3888	8.7647	596	0.7542	0.6057	0.7542	0.8685
0.3888	8.7941	598	0.7617	0.5782	0.7617	0.8728
0.3888	8.8235	600	0.7462	0.5950	0.7462	0.8638
0.3888	8.8529	602	0.7442	0.6224	0.7442	0.8627
0.3888	8.8824	604	0.7221	0.6356	0.7221	0.8498
0.3888	8.9118	606	0.7097	0.6409	0.7097	0.8424
0.3888	8.9412	608	0.6853	0.6733	0.6853	0.8278
0.3888	8.9706	610	0.7017	0.6529	0.7017	0.8377
0.3888	9.0	612	0.7497	0.6529	0.7497	0.8658
0.3888	9.0294	614	0.7650	0.6501	0.7650	0.8746
0.3888	9.0588	616	0.7255	0.6989	0.7255	0.8518
0.3888	9.0882	618	0.6752	0.7027	0.6752	0.8217
0.3888	9.1176	620	0.6581	0.6945	0.6581	0.8112
0.3888	9.1471	622	0.6851	0.7018	0.6851	0.8277
0.3888	9.1765	624	0.7261	0.6864	0.7261	0.8521
0.3888	9.2059	626	0.7265	0.6785	0.7265	0.8524
0.3888	9.2353	628	0.6768	0.6840	0.6768	0.8227
0.3888	9.2647	630	0.6556	0.6757	0.6556	0.8097
0.3888	9.2941	632	0.6538	0.7134	0.6538	0.8086
0.3888	9.3235	634	0.6658	0.6729	0.6658	0.8160
0.3888	9.3529	636	0.7930	0.6921	0.7930	0.8905
0.3888	9.3824	638	0.9698	0.6278	0.9698	0.9848
0.3888	9.4118	640	0.9990	0.6154	0.9990	0.9995
0.3888	9.4412	642	0.9437	0.6333	0.9437	0.9714
0.3888	9.4706	644	0.8429	0.6572	0.8429	0.9181
0.3888	9.5	646	0.7287	0.6997	0.7287	0.8537
0.3888	9.5294	648	0.6979	0.7074	0.6979	0.8354
0.3888	9.5588	650	0.7127	0.6955	0.7127	0.8442
0.3888	9.5882	652	0.7633	0.6955	0.7633	0.8737
0.3888	9.6176	654	0.8187	0.6637	0.8187	0.9048
0.3888	9.6471	656	0.8184	0.6666	0.8184	0.9046
0.3888	9.6765	658	0.8509	0.6336	0.8509	0.9225
0.3888	9.7059	660	0.8171	0.6406	0.8171	0.9039
0.3888	9.7353	662	0.8160	0.6609	0.8160	0.9033
0.3888	9.7647	664	0.8099	0.6713	0.8099	0.9000
0.3888	9.7941	666	0.8126	0.6860	0.8126	0.9015
0.3888	9.8235	668	0.7678	0.6950	0.7678	0.8762
0.3888	9.8529	670	0.7740	0.7056	0.7740	0.8798
0.3888	9.8824	672	0.8201	0.6823	0.8201	0.9056
0.3888	9.9118	674	0.8415	0.6860	0.8415	0.9173
0.3888	9.9412	676	0.8780	0.6629	0.8780	0.9370
0.3888	9.9706	678	0.9525	0.6355	0.9525	0.9760
0.3888	10.0	680	1.0414	0.5902	1.0414	1.0205
0.3888	10.0294	682	0.9744	0.6304	0.9744	0.9871
0.3888	10.0588	684	0.8104	0.6874	0.8104	0.9002
0.3888	10.0882	686	0.7361	0.6662	0.7361	0.8579
0.3888	10.1176	688	0.6987	0.6903	0.6987	0.8359
0.3888	10.1471	690	0.6930	0.6612	0.6930	0.8325
0.3888	10.1765	692	0.6891	0.6795	0.6891	0.8301
0.3888	10.2059	694	0.7345	0.6864	0.7345	0.8571
0.3888	10.2353	696	0.8072	0.6990	0.8072	0.8984
0.3888	10.2647	698	0.7893	0.6990	0.7893	0.8884
0.3888	10.2941	700	0.7152	0.6924	0.7152	0.8457
0.3888	10.3235	702	0.6662	0.6901	0.6662	0.8162
0.3888	10.3529	704	0.6750	0.6904	0.6750	0.8216
0.3888	10.3824	706	0.6894	0.6760	0.6894	0.8303
0.3888	10.4118	708	0.6991	0.6771	0.6991	0.8361
0.3888	10.4412	710	0.7255	0.6181	0.7255	0.8517
0.3888	10.4706	712	0.7889	0.6156	0.7889	0.8882
0.3888	10.5	714	0.8107	0.6202	0.8107	0.9004
0.3888	10.5294	716	0.7770	0.6117	0.7770	0.8815
0.3888	10.5588	718	0.7947	0.6083	0.7947	0.8914
0.3888	10.5882	720	0.8204	0.6166	0.8204	0.9058
0.3888	10.6176	722	0.8232	0.6177	0.8232	0.9073
0.3888	10.6471	724	0.8430	0.6283	0.8430	0.9182
0.3888	10.6765	726	0.8395	0.6356	0.8395	0.9163
0.3888	10.7059	728	0.8457	0.6333	0.8457	0.9196
0.3888	10.7353	730	0.8411	0.6558	0.8411	0.9171
0.3888	10.7647	732	0.9116	0.6445	0.9116	0.9548
0.3888	10.7941	734	0.9766	0.6018	0.9766	0.9882
0.3888	10.8235	736	0.8454	0.6648	0.8454	0.9195
0.3888	10.8529	738	0.7017	0.6663	0.7017	0.8377
0.3888	10.8824	740	0.6689	0.6948	0.6689	0.8178
0.3888	10.9118	742	0.6575	0.6930	0.6575	0.8108
0.3888	10.9412	744	0.6555	0.6835	0.6555	0.8096
0.3888	10.9706	746	0.6555	0.6952	0.6555	0.8096
0.3888	11.0	748	0.6358	0.6912	0.6358	0.7974
0.3888	11.0294	750	0.6629	0.6593	0.6629	0.8142
0.3888	11.0588	752	0.7137	0.6398	0.7137	0.8448
0.3888	11.0882	754	0.7154	0.6159	0.7154	0.8458
0.3888	11.1176	756	0.6851	0.6208	0.6851	0.8277
0.3888	11.1471	758	0.6814	0.6020	0.6814	0.8254
0.3888	11.1765	760	0.6920	0.6319	0.6920	0.8319
0.3888	11.2059	762	0.7100	0.6501	0.7100	0.8426
0.3888	11.2353	764	0.7095	0.6769	0.7095	0.8423
0.3888	11.2647	766	0.6927	0.6681	0.6927	0.8323
0.3888	11.2941	768	0.6857	0.6680	0.6857	0.8280
0.3888	11.3235	770	0.6776	0.6599	0.6776	0.8232
0.3888	11.3529	772	0.6619	0.6790	0.6619	0.8136
0.3888	11.3824	774	0.6471	0.7165	0.6471	0.8045
0.3888	11.4118	776	0.6402	0.7034	0.6402	0.8001
0.3888	11.4412	778	0.6366	0.7026	0.6366	0.7979
0.3888	11.4706	780	0.6484	0.6733	0.6484	0.8052
0.3888	11.5	782	0.6680	0.6578	0.6680	0.8173
0.3888	11.5294	784	0.6590	0.6578	0.6590	0.8118
0.3888	11.5588	786	0.6349	0.6744	0.6349	0.7968
0.3888	11.5882	788	0.6177	0.6998	0.6177	0.7859
0.3888	11.6176	790	0.6317	0.7112	0.6317	0.7948
0.3888	11.6471	792	0.6230	0.7185	0.6230	0.7893
0.3888	11.6765	794	0.6348	0.6715	0.6348	0.7967
0.3888	11.7059	796	0.7239	0.6741	0.7239	0.8508
0.3888	11.7353	798	0.7461	0.6741	0.7461	0.8638
0.3888	11.7647	800	0.6868	0.6761	0.6868	0.8287
0.3888	11.7941	802	0.6458	0.6596	0.6458	0.8036
0.3888	11.8235	804	0.6334	0.6454	0.6334	0.7959
0.3888	11.8529	806	0.6375	0.6535	0.6375	0.7984
0.3888	11.8824	808	0.7095	0.6853	0.7095	0.8423
0.3888	11.9118	810	0.7378	0.6563	0.7378	0.8589
0.3888	11.9412	812	0.7420	0.6511	0.7420	0.8614
0.3888	11.9706	814	0.6763	0.7047	0.6763	0.8224
0.3888	12.0	816	0.6449	0.6865	0.6449	0.8030
0.3888	12.0294	818	0.6344	0.6808	0.6344	0.7965
0.3888	12.0588	820	0.6402	0.6690	0.6402	0.8001
0.3888	12.0882	822	0.6505	0.6599	0.6505	0.8065
0.3888	12.1176	824	0.6557	0.6609	0.6557	0.8097
0.3888	12.1471	826	0.6577	0.6680	0.6577	0.8110
0.3888	12.1765	828	0.6742	0.6969	0.6742	0.8211
0.3888	12.2059	830	0.7121	0.6309	0.7121	0.8439
0.3888	12.2353	832	0.7606	0.6305	0.7606	0.8721
0.3888	12.2647	834	0.7698	0.6249	0.7698	0.8774
0.3888	12.2941	836	0.7387	0.5958	0.7387	0.8595
0.3888	12.3235	838	0.7017	0.6013	0.7017	0.8377
0.3888	12.3529	840	0.6827	0.6130	0.6827	0.8262
0.3888	12.3824	842	0.6673	0.6555	0.6673	0.8169
0.3888	12.4118	844	0.6607	0.6913	0.6607	0.8128
0.3888	12.4412	846	0.6649	0.7072	0.6649	0.8154
0.3888	12.4706	848	0.6936	0.6966	0.6936	0.8328
0.3888	12.5	850	0.7986	0.6418	0.7986	0.8936
0.3888	12.5294	852	0.8277	0.6226	0.8277	0.9098
0.3888	12.5588	854	0.8275	0.6215	0.8275	0.9097
0.3888	12.5882	856	0.7722	0.6456	0.7722	0.8788
0.3888	12.6176	858	0.7172	0.6893	0.7172	0.8469
0.3888	12.6471	860	0.7094	0.6929	0.7094	0.8423
0.3888	12.6765	862	0.7092	0.6789	0.7092	0.8422
0.3888	12.7059	864	0.7414	0.6799	0.7414	0.8610
0.3888	12.7353	866	0.8357	0.6818	0.8357	0.9142
0.3888	12.7647	868	0.9809	0.5705	0.9809	0.9904
0.3888	12.7941	870	1.0325	0.5567	1.0325	1.0161
0.3888	12.8235	872	0.9838	0.5679	0.9838	0.9919
0.3888	12.8529	874	0.9077	0.5945	0.9077	0.9527
0.3888	12.8824	876	0.8482	0.6159	0.8482	0.9210
0.3888	12.9118	878	0.8051	0.5985	0.8051	0.8973
0.3888	12.9412	880	0.7805	0.6042	0.7805	0.8835
0.3888	12.9706	882	0.7618	0.6098	0.7618	0.8728
0.3888	13.0	884	0.7759	0.6255	0.7759	0.8809
0.3888	13.0294	886	0.8399	0.6185	0.8399	0.9164
0.3888	13.0588	888	0.8566	0.6083	0.8566	0.9255
0.3888	13.0882	890	0.8979	0.6039	0.8979	0.9476
0.3888	13.1176	892	0.8784	0.5991	0.8784	0.9372
0.3888	13.1471	894	0.8522	0.6104	0.8522	0.9232
0.3888	13.1765	896	0.8509	0.6104	0.8509	0.9224
0.3888	13.2059	898	0.8027	0.6261	0.8027	0.8959
0.3888	13.2353	900	0.7529	0.5927	0.7529	0.8677
0.3888	13.2647	902	0.7388	0.6080	0.7388	0.8596
0.3888	13.2941	904	0.7558	0.5927	0.7558	0.8693
0.3888	13.3235	906	0.7652	0.6094	0.7652	0.8748
0.3888	13.3529	908	0.7622	0.6120	0.7622	0.8730
0.3888	13.3824	910	0.7805	0.6279	0.7805	0.8835
0.3888	13.4118	912	0.8378	0.6370	0.8378	0.9153
0.3888	13.4412	914	0.8643	0.6317	0.8643	0.9297
0.3888	13.4706	916	0.8350	0.6362	0.8350	0.9138
0.3888	13.5	918	0.8040	0.6492	0.8040	0.8967
0.3888	13.5294	920	0.7713	0.6604	0.7713	0.8782
0.3888	13.5588	922	0.7739	0.6350	0.7739	0.8797
0.3888	13.5882	924	0.8326	0.6370	0.8326	0.9125
0.3888	13.6176	926	0.8861	0.6002	0.8861	0.9413
0.3888	13.6471	928	0.8578	0.6113	0.8578	0.9262
0.3888	13.6765	930	0.7769	0.6268	0.7769	0.8814
0.3888	13.7059	932	0.7176	0.6653	0.7176	0.8471
0.3888	13.7353	934	0.6913	0.6711	0.6913	0.8315
0.3888	13.7647	936	0.6793	0.6812	0.6793	0.8242
0.3888	13.7941	938	0.6804	0.6795	0.6804	0.8249
0.3888	13.8235	940	0.6889	0.6808	0.6889	0.8300
0.3888	13.8529	942	0.7141	0.6744	0.7141	0.8451
0.3888	13.8824	944	0.6986	0.6685	0.6986	0.8358
0.3888	13.9118	946	0.6860	0.6411	0.6860	0.8283
0.3888	13.9412	948	0.6782	0.6631	0.6782	0.8235
0.3888	13.9706	950	0.6677	0.6792	0.6677	0.8171
0.3888	14.0	952	0.6572	0.6407	0.6572	0.8107
0.3888	14.0294	954	0.6624	0.6591	0.6624	0.8139
0.3888	14.0588	956	0.6706	0.6433	0.6706	0.8189
0.3888	14.0882	958	0.6749	0.6318	0.6749	0.8215
0.3888	14.1176	960	0.6780	0.6464	0.6780	0.8234
0.3888	14.1471	962	0.6931	0.6673	0.6931	0.8325
0.3888	14.1765	964	0.7378	0.6551	0.7378	0.8590
0.3888	14.2059	966	0.7904	0.6296	0.7904	0.8890
0.3888	14.2353	968	0.7994	0.6483	0.7994	0.8941
0.3888	14.2647	970	0.8008	0.6565	0.8008	0.8949
0.3888	14.2941	972	0.7766	0.6575	0.7766	0.8812
0.3888	14.3235	974	0.7692	0.6606	0.7692	0.8771
0.3888	14.3529	976	0.7679	0.6675	0.7679	0.8763
0.3888	14.3824	978	0.7482	0.6705	0.7482	0.8650
0.3888	14.4118	980	0.7192	0.6788	0.7192	0.8481
0.3888	14.4412	982	0.7219	0.6842	0.7219	0.8497
0.3888	14.4706	984	0.7507	0.6729	0.7507	0.8664
0.3888	14.5	986	0.7649	0.6676	0.7649	0.8746
0.3888	14.5294	988	0.8353	0.6396	0.8353	0.9139
0.3888	14.5588	990	0.8930	0.6081	0.8930	0.9450
0.3888	14.5882	992	0.8842	0.6187	0.8842	0.9403
0.3888	14.6176	994	0.8370	0.6215	0.8370	0.9149
0.3888	14.6471	996	0.7749	0.6675	0.7749	0.8803
0.3888	14.6765	998	0.7397	0.6809	0.7397	0.8600
0.084	14.7059	1000	0.7183	0.6779	0.7183	0.8475
0.084	14.7353	1002	0.7152	0.6908	0.7152	0.8457
0.084	14.7647	1004	0.7145	0.6869	0.7145	0.8453
0.084	14.7941	1006	0.7180	0.6858	0.7180	0.8473
0.084	14.8235	1008	0.7205	0.6823	0.7205	0.8488
0.084	14.8529	1010	0.6962	0.6786	0.6962	0.8344
0.084	14.8824	1012	0.6825	0.6407	0.6825	0.8262
0.084	14.9118	1014	0.6860	0.6298	0.6860	0.8282
0.084	14.9412	1016	0.6885	0.6352	0.6885	0.8297
0.084	14.9706	1018	0.6975	0.6239	0.6975	0.8352
0.084	15.0	1020	0.6974	0.6533	0.6974	0.8351

Framework versions

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