ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_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: 1.1415
• Qwk: 0.6316
• Mse: 1.1415
• Rmse: 1.0684

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	8.0598	-0.0094	8.0598	2.8390
No log	0.0588	4	4.8222	0.0495	4.8222	2.1959
No log	0.0882	6	3.3919	0.1042	3.3919	1.8417
No log	0.1176	8	2.0379	0.2273	2.0379	1.4276
No log	0.1471	10	1.8324	0.1786	1.8324	1.3537
No log	0.1765	12	1.5283	0.1538	1.5283	1.2362
No log	0.2059	14	1.4594	0.2593	1.4594	1.2080
No log	0.2353	16	1.4673	0.2593	1.4673	1.2113
No log	0.2647	18	1.4815	0.1905	1.4815	1.2172
No log	0.2941	20	1.5954	0.2056	1.5954	1.2631
No log	0.3235	22	1.4876	0.1714	1.4876	1.2197
No log	0.3529	24	1.4167	0.2075	1.4167	1.1902
No log	0.3824	26	1.3643	0.2075	1.3643	1.1680
No log	0.4118	28	1.3140	0.2407	1.3140	1.1463
No log	0.4412	30	1.2018	0.4098	1.2018	1.0963
No log	0.4706	32	1.3253	0.4103	1.3253	1.1512
No log	0.5	34	1.3934	0.3304	1.3934	1.1804
No log	0.5294	36	1.6711	0.2478	1.6711	1.2927
No log	0.5588	38	2.0936	0.0171	2.0936	1.4469
No log	0.5882	40	1.8715	0.1440	1.8715	1.3680
No log	0.6176	42	1.2261	0.5077	1.2261	1.1073
No log	0.6471	44	1.0732	0.6094	1.0732	1.0360
No log	0.6765	46	1.0405	0.6016	1.0405	1.0201
No log	0.7059	48	1.0347	0.6142	1.0347	1.0172
No log	0.7353	50	1.0760	0.5156	1.0760	1.0373
No log	0.7647	52	1.1373	0.5672	1.1373	1.0664
No log	0.7941	54	1.3207	0.4961	1.3207	1.1492
No log	0.8235	56	1.3703	0.4275	1.3703	1.1706
No log	0.8529	58	1.1822	0.4961	1.1822	1.0873
No log	0.8824	60	1.0040	0.5891	1.0040	1.0020
No log	0.9118	62	0.9694	0.6667	0.9694	0.9846
No log	0.9412	64	0.8722	0.7059	0.8722	0.9339
No log	0.9706	66	0.8016	0.6944	0.8016	0.8953
No log	1.0	68	0.7093	0.7534	0.7093	0.8422
No log	1.0294	70	0.7179	0.7483	0.7179	0.8473
No log	1.0588	72	0.9371	0.6154	0.9371	0.9681
No log	1.0882	74	1.1486	0.5263	1.1486	1.0717
No log	1.1176	76	1.0765	0.5882	1.0765	1.0375
No log	1.1471	78	0.9809	0.6471	0.9809	0.9904
No log	1.1765	80	0.9191	0.625	0.9191	0.9587
No log	1.2059	82	0.9132	0.6460	0.9132	0.9556
No log	1.2353	84	0.7170	0.7516	0.7170	0.8467
No log	1.2647	86	0.7315	0.7417	0.7315	0.8553
No log	1.2941	88	0.9563	0.6536	0.9563	0.9779
No log	1.3235	90	1.0839	0.6329	1.0839	1.0411
No log	1.3529	92	1.0141	0.6323	1.0141	1.0070
No log	1.3824	94	0.9621	0.6358	0.9621	0.9809
No log	1.4118	96	0.9691	0.6275	0.9691	0.9844
No log	1.4412	98	0.8359	0.6883	0.8359	0.9143
No log	1.4706	100	0.9092	0.7006	0.9092	0.9535
No log	1.5	102	0.9027	0.6875	0.9027	0.9501
No log	1.5294	104	1.0858	0.6012	1.0858	1.0420
No log	1.5588	106	1.4454	0.5153	1.4454	1.2023
No log	1.5882	108	1.3973	0.4296	1.3973	1.1821
No log	1.6176	110	1.4804	0.4000	1.4804	1.2167
No log	1.6471	112	1.3614	0.4844	1.3614	1.1668
No log	1.6765	114	1.2333	0.5441	1.2333	1.1106
No log	1.7059	116	1.0927	0.6164	1.0927	1.0453
No log	1.7353	118	0.9101	0.6345	0.9101	0.9540
No log	1.7647	120	0.8288	0.6667	0.8288	0.9104
No log	1.7941	122	0.8286	0.6803	0.8286	0.9103
No log	1.8235	124	0.8395	0.6980	0.8395	0.9162
No log	1.8529	126	0.9437	0.6533	0.9437	0.9714
No log	1.8824	128	1.1564	0.6145	1.1564	1.0754
No log	1.9118	130	1.4422	0.5618	1.4422	1.2009
No log	1.9412	132	1.3087	0.6024	1.3087	1.1440
No log	1.9706	134	0.9534	0.6667	0.9534	0.9764
No log	2.0	136	0.8439	0.6418	0.8439	0.9186
No log	2.0294	138	0.9245	0.6619	0.9245	0.9615
No log	2.0588	140	0.8180	0.6471	0.8180	0.9044
No log	2.0882	142	0.8786	0.6712	0.8786	0.9374
No log	2.1176	144	1.4047	0.5647	1.4047	1.1852
No log	2.1471	146	1.6206	0.5341	1.6206	1.2730
No log	2.1765	148	1.3919	0.52	1.3919	1.1798
No log	2.2059	150	0.9751	0.6241	0.9751	0.9875
No log	2.2353	152	0.7714	0.7059	0.7714	0.8783
No log	2.2647	154	0.7913	0.6861	0.7913	0.8895
No log	2.2941	156	0.9049	0.6423	0.9049	0.9512
No log	2.3235	158	1.2433	0.5625	1.2433	1.1150
No log	2.3529	160	1.5218	0.5562	1.5218	1.2336
No log	2.3824	162	1.6620	0.4686	1.6620	1.2892
No log	2.4118	164	1.5610	0.4568	1.5610	1.2494
No log	2.4412	166	1.2865	0.4930	1.2865	1.1342
No log	2.4706	168	1.1022	0.5926	1.1022	1.0499
No log	2.5	170	1.0638	0.6222	1.0638	1.0314
No log	2.5294	172	1.1303	0.6014	1.1303	1.0632
No log	2.5588	174	1.1167	0.6027	1.1167	1.0567
No log	2.5882	176	0.9598	0.6471	0.9598	0.9797
No log	2.6176	178	0.8868	0.6316	0.8868	0.9417
No log	2.6471	180	0.9378	0.6619	0.9378	0.9684
No log	2.6765	182	1.1535	0.5677	1.1535	1.0740
No log	2.7059	184	1.4684	0.4645	1.4684	1.2118
No log	2.7353	186	1.4561	0.4595	1.4561	1.2067
No log	2.7647	188	1.2437	0.4861	1.2437	1.1152
No log	2.7941	190	1.0704	0.6301	1.0704	1.0346
No log	2.8235	192	0.9980	0.6914	0.9980	0.9990
No log	2.8529	194	0.8812	0.7439	0.8812	0.9387
No log	2.8824	196	0.8720	0.7329	0.8720	0.9338
No log	2.9118	198	0.9520	0.7160	0.9520	0.9757
No log	2.9412	200	1.0997	0.6310	1.0997	1.0487
No log	2.9706	202	1.2154	0.6023	1.2154	1.1025
No log	3.0	204	1.1099	0.6375	1.1099	1.0535
No log	3.0294	206	1.0107	0.6575	1.0107	1.0054
No log	3.0588	208	1.0061	0.6575	1.0061	1.0031
No log	3.0882	210	1.0051	0.6043	1.0051	1.0025
No log	3.1176	212	1.1224	0.6294	1.1224	1.0594
No log	3.1471	214	1.1404	0.6111	1.1404	1.0679
No log	3.1765	216	1.0569	0.6143	1.0569	1.0281
No log	3.2059	218	1.0338	0.6164	1.0338	1.0168
No log	3.2353	220	0.8956	0.6759	0.8956	0.9464
No log	3.2647	222	0.8342	0.6667	0.8342	0.9133
No log	3.2941	224	0.8553	0.6892	0.8553	0.9248
No log	3.3235	226	0.9500	0.6710	0.9500	0.9747
No log	3.3529	228	0.9295	0.6795	0.9295	0.9641
No log	3.3824	230	0.8560	0.6892	0.8560	0.9252
No log	3.4118	232	0.7837	0.7042	0.7837	0.8853
No log	3.4412	234	0.7651	0.7432	0.7651	0.8747
No log	3.4706	236	0.7884	0.7439	0.7884	0.8879
No log	3.5	238	1.0014	0.6936	1.0014	1.0007
No log	3.5294	240	1.3108	0.6264	1.3108	1.1449
No log	3.5588	242	1.3162	0.6333	1.3162	1.1473
No log	3.5882	244	0.9979	0.6914	0.9979	0.9989
No log	3.6176	246	0.8593	0.6621	0.8593	0.9270
No log	3.6471	248	0.8235	0.7050	0.8235	0.9075
No log	3.6765	250	0.8780	0.6573	0.8780	0.9370
No log	3.7059	252	0.9543	0.6573	0.9543	0.9769
No log	3.7353	254	1.0899	0.5734	1.0899	1.0440
No log	3.7647	256	1.0722	0.5899	1.0722	1.0355
No log	3.7941	258	0.9871	0.6515	0.9871	0.9935
No log	3.8235	260	0.9909	0.6176	0.9909	0.9955
No log	3.8529	262	1.1156	0.5103	1.1156	1.0562
No log	3.8824	264	1.2010	0.5409	1.2010	1.0959
No log	3.9118	266	1.2567	0.5409	1.2567	1.1210
No log	3.9412	268	1.0978	0.5526	1.0978	1.0478
No log	3.9706	270	0.9399	0.625	0.9399	0.9695
No log	4.0	272	0.9937	0.5833	0.9937	0.9968
No log	4.0294	274	1.1228	0.5695	1.1228	1.0596
No log	4.0588	276	1.0355	0.5772	1.0355	1.0176
No log	4.0882	278	1.0132	0.6410	1.0132	1.0066
No log	4.1176	280	1.1056	0.5952	1.1056	1.0515
No log	4.1471	282	1.1035	0.6076	1.1035	1.0505
No log	4.1765	284	0.9716	0.6093	0.9716	0.9857
No log	4.2059	286	0.9035	0.6515	0.9035	0.9505
No log	4.2353	288	0.9170	0.6515	0.9170	0.9576
No log	4.2647	290	1.0355	0.6301	1.0355	1.0176
No log	4.2941	292	1.1215	0.6104	1.1215	1.0590
No log	4.3235	294	1.0024	0.6405	1.0024	1.0012
No log	4.3529	296	0.8388	0.6621	0.8388	0.9158
No log	4.3824	298	0.8588	0.6579	0.8588	0.9267
No log	4.4118	300	1.0166	0.6667	1.0166	1.0083
No log	4.4412	302	1.1458	0.6316	1.1458	1.0704
No log	4.4706	304	1.0522	0.6369	1.0522	1.0258
No log	4.5	306	0.8629	0.6418	0.8629	0.9289
No log	4.5294	308	0.7660	0.6715	0.7660	0.8752
No log	4.5588	310	0.7310	0.6906	0.7310	0.8550
No log	4.5882	312	0.7513	0.7050	0.7513	0.8668
No log	4.6176	314	0.9906	0.6316	0.9906	0.9953
No log	4.6471	316	1.1990	0.6235	1.1991	1.0950
No log	4.6765	318	1.1883	0.6235	1.1883	1.0901
No log	4.7059	320	1.0092	0.6667	1.0092	1.0046
No log	4.7353	322	0.7622	0.6897	0.7622	0.8730
No log	4.7647	324	0.6828	0.7448	0.6828	0.8263
No log	4.7941	326	0.6693	0.75	0.6693	0.8181
No log	4.8235	328	0.6995	0.75	0.6995	0.8363
No log	4.8529	330	0.8135	0.6525	0.8135	0.9020
No log	4.8824	332	0.9178	0.6309	0.9178	0.9580
No log	4.9118	334	1.0398	0.6364	1.0398	1.0197
No log	4.9412	336	1.0363	0.6184	1.0363	1.0180
No log	4.9706	338	1.0605	0.6027	1.0605	1.0298
No log	5.0	340	1.0016	0.6423	1.0016	1.0008
No log	5.0294	342	0.9767	0.6617	0.9767	0.9883
No log	5.0588	344	0.9791	0.6260	0.9791	0.9895
No log	5.0882	346	0.9817	0.6364	0.9817	0.9908
No log	5.1176	348	0.9859	0.6056	0.9859	0.9929
No log	5.1471	350	0.9478	0.6792	0.9478	0.9735
No log	5.1765	352	0.8305	0.7229	0.8305	0.9113
No log	5.2059	354	0.6725	0.7799	0.6725	0.8200
No log	5.2353	356	0.6332	0.8025	0.6332	0.7957
No log	5.2647	358	0.6433	0.7848	0.6433	0.8021
No log	5.2941	360	0.7804	0.7186	0.7804	0.8834
No log	5.3235	362	0.9030	0.6040	0.9030	0.9503
No log	5.3529	364	1.0408	0.5946	1.0408	1.0202
No log	5.3824	366	1.1317	0.6026	1.1317	1.0638
No log	5.4118	368	1.0519	0.5882	1.0519	1.0256
No log	5.4412	370	0.9854	0.6122	0.9854	0.9927
No log	5.4706	372	0.9886	0.6122	0.9886	0.9943
No log	5.5	374	1.0735	0.5921	1.0735	1.0361
No log	5.5294	376	1.0856	0.6104	1.0856	1.0419
No log	5.5588	378	1.0060	0.6187	1.0060	1.0030
No log	5.5882	380	0.9297	0.6370	0.9297	0.9642
No log	5.6176	382	0.9038	0.6567	0.9038	0.9507
No log	5.6471	384	0.8764	0.6906	0.8764	0.9362
No log	5.6765	386	0.8162	0.6763	0.8162	0.9035
No log	5.7059	388	0.8221	0.7333	0.8221	0.9067
No log	5.7353	390	0.8249	0.7273	0.8249	0.9082
No log	5.7647	392	0.8578	0.7134	0.8578	0.9262
No log	5.7941	394	1.0460	0.6341	1.0460	1.0227
No log	5.8235	396	1.1623	0.6071	1.1623	1.0781
No log	5.8529	398	1.1160	0.6076	1.1160	1.0564
No log	5.8824	400	1.0165	0.5833	1.0165	1.0082
No log	5.9118	402	0.8836	0.6866	0.8836	0.9400
No log	5.9412	404	0.8245	0.6615	0.8245	0.9080
No log	5.9706	406	0.8006	0.6870	0.8006	0.8947
No log	6.0	408	0.8392	0.6861	0.8392	0.9161
No log	6.0294	410	0.9291	0.6624	0.9291	0.9639
No log	6.0588	412	0.8980	0.7089	0.8980	0.9476
No log	6.0882	414	0.8286	0.7123	0.8286	0.9103
No log	6.1176	416	0.8048	0.6906	0.8048	0.8971
No log	6.1471	418	0.8258	0.6912	0.8258	0.9087
No log	6.1765	420	0.8950	0.6815	0.8950	0.9460
No log	6.2059	422	1.0117	0.5753	1.0117	1.0059
No log	6.2353	424	0.9791	0.5753	0.9791	0.9895
No log	6.2647	426	0.8452	0.7123	0.8452	0.9194
No log	6.2941	428	0.8248	0.7123	0.8248	0.9082
No log	6.3235	430	0.8984	0.6667	0.8984	0.9479
No log	6.3529	432	0.9635	0.64	0.9635	0.9816
No log	6.3824	434	0.8790	0.7042	0.8790	0.9376
No log	6.4118	436	0.8111	0.6901	0.8111	0.9006
No log	6.4412	438	0.8077	0.6812	0.8077	0.8987
No log	6.4706	440	0.8293	0.7101	0.8293	0.9106
No log	6.5	442	0.8352	0.7206	0.8352	0.9139
No log	6.5294	444	0.8947	0.6619	0.8947	0.9459
No log	6.5588	446	0.9859	0.6154	0.9859	0.9929
No log	6.5882	448	1.0129	0.6456	1.0129	1.0064
No log	6.6176	450	0.9701	0.6835	0.9701	0.9850
No log	6.6471	452	0.9843	0.6875	0.9843	0.9921
No log	6.6765	454	0.8762	0.6622	0.8762	0.9360
No log	6.7059	456	0.7986	0.6853	0.7986	0.8936
No log	6.7353	458	0.8213	0.6853	0.8213	0.9062
No log	6.7647	460	0.8581	0.6667	0.8581	0.9263
No log	6.7941	462	0.8915	0.6667	0.8915	0.9442
No log	6.8235	464	0.8990	0.6667	0.8990	0.9481
No log	6.8529	466	0.9719	0.6207	0.9719	0.9858
No log	6.8824	468	0.9963	0.6207	0.9963	0.9982
No log	6.9118	470	0.9015	0.6667	0.9015	0.9495
No log	6.9412	472	0.8017	0.7286	0.8017	0.8954
No log	6.9706	474	0.7898	0.7133	0.7898	0.8887
No log	7.0	476	0.8014	0.7050	0.8014	0.8952
No log	7.0294	478	0.8781	0.6857	0.8781	0.9371
No log	7.0588	480	0.9759	0.6622	0.9759	0.9879
No log	7.0882	482	0.9918	0.6053	0.9918	0.9959
No log	7.1176	484	0.9245	0.6667	0.9245	0.9615
No log	7.1471	486	0.8783	0.6714	0.8783	0.9372
No log	7.1765	488	0.8502	0.6718	0.8502	0.9221
No log	7.2059	490	0.8696	0.6667	0.8696	0.9325
No log	7.2353	492	0.9467	0.6718	0.9467	0.9730
No log	7.2647	494	1.1023	0.5865	1.1023	1.0499
No log	7.2941	496	1.2891	0.5175	1.2891	1.1354
No log	7.3235	498	1.3501	0.5	1.3501	1.1620
0.4254	7.3529	500	1.2615	0.5342	1.2615	1.1232
0.4254	7.3824	502	1.0612	0.5362	1.0612	1.0301
0.4254	7.4118	504	0.8915	0.7111	0.8915	0.9442
0.4254	7.4412	506	0.8069	0.7338	0.8069	0.8983
0.4254	7.4706	508	0.7787	0.7338	0.7787	0.8825
0.4254	7.5	510	0.7738	0.7092	0.7738	0.8797
0.4254	7.5294	512	0.8109	0.7123	0.8109	0.9005
0.4254	7.5588	514	0.8482	0.6883	0.8482	0.9210
0.4254	7.5882	516	0.8333	0.7125	0.8333	0.9128
0.4254	7.6176	518	0.7820	0.7237	0.7820	0.8843
0.4254	7.6471	520	0.7518	0.7417	0.7518	0.8671
0.4254	7.6765	522	0.7480	0.7042	0.7480	0.8649
0.4254	7.7059	524	0.7751	0.6906	0.7751	0.8804
0.4254	7.7353	526	0.8093	0.6906	0.8093	0.8996
0.4254	7.7647	528	0.8386	0.7083	0.8386	0.9158
0.4254	7.7941	530	0.9302	0.7143	0.9302	0.9645
0.4254	7.8235	532	0.9988	0.6447	0.9988	0.9994
0.4254	7.8529	534	0.9887	0.6755	0.9887	0.9943
0.4254	7.8824	536	0.9066	0.6761	0.9066	0.9521
0.4254	7.9118	538	0.8371	0.6912	0.8371	0.9149
0.4254	7.9412	540	0.8053	0.7015	0.8053	0.8974
0.4254	7.9706	542	0.7963	0.7015	0.7963	0.8924
0.4254	8.0	544	0.8085	0.6812	0.8085	0.8992
0.4254	8.0294	546	0.8401	0.6806	0.8401	0.9166
0.4254	8.0588	548	0.8371	0.6933	0.8371	0.9149
0.4254	8.0882	550	0.8012	0.6950	0.8012	0.8951
0.4254	8.1176	552	0.7569	0.6812	0.7569	0.8700
0.4254	8.1471	554	0.7306	0.6812	0.7306	0.8548
0.4254	8.1765	556	0.7602	0.6803	0.7602	0.8719
0.4254	8.2059	558	0.8203	0.6933	0.8203	0.9057
0.4254	8.2353	560	0.8657	0.6803	0.8657	0.9304
0.4254	8.2647	562	0.8593	0.7206	0.8593	0.9270
0.4254	8.2941	564	0.9025	0.7015	0.9025	0.9500
0.4254	8.3235	566	0.9122	0.7111	0.9122	0.9551
0.4254	8.3529	568	0.9075	0.7111	0.9075	0.9526
0.4254	8.3824	570	0.9081	0.6573	0.9081	0.9530
0.4254	8.4118	572	0.9446	0.6531	0.9446	0.9719
0.4254	8.4412	574	0.8643	0.6712	0.8643	0.9297
0.4254	8.4706	576	0.7731	0.6765	0.7731	0.8792
0.4254	8.5	578	0.7480	0.6950	0.7480	0.8649
0.4254	8.5294	580	0.7340	0.6950	0.7340	0.8567
0.4254	8.5588	582	0.7610	0.7260	0.7610	0.8724
0.4254	8.5882	584	0.8393	0.6944	0.8393	0.9161
0.4254	8.6176	586	0.8743	0.6809	0.8743	0.9350
0.4254	8.6471	588	0.8766	0.6861	0.8766	0.9363
0.4254	8.6765	590	0.8663	0.6861	0.8663	0.9308
0.4254	8.7059	592	0.8428	0.6763	0.8428	0.9180
0.4254	8.7353	594	0.8486	0.6763	0.8486	0.9212
0.4254	8.7647	596	0.8874	0.6715	0.8874	0.9420
0.4254	8.7941	598	0.9388	0.7	0.9388	0.9689
0.4254	8.8235	600	0.9443	0.7162	0.9443	0.9718
0.4254	8.8529	602	0.9259	0.7162	0.9259	0.9623
0.4254	8.8824	604	0.9054	0.6809	0.9054	0.9516
0.4254	8.9118	606	0.8976	0.6809	0.8976	0.9474
0.4254	8.9412	608	0.9261	0.6944	0.9261	0.9624
0.4254	8.9706	610	0.9317	0.6803	0.9317	0.9653
0.4254	9.0	612	0.8916	0.7092	0.8916	0.9442
0.4254	9.0294	614	0.8152	0.7338	0.8152	0.9029
0.4254	9.0588	616	0.7507	0.7050	0.7507	0.8664
0.4254	9.0882	618	0.7215	0.7273	0.7215	0.8494
0.4254	9.1176	620	0.7527	0.7417	0.7527	0.8676
0.4254	9.1471	622	0.8184	0.7439	0.8184	0.9047
0.4254	9.1765	624	0.8539	0.7108	0.8539	0.9241
0.4254	9.2059	626	0.7847	0.7170	0.7847	0.8858
0.4254	9.2353	628	0.7493	0.7448	0.7493	0.8656
0.4254	9.2647	630	0.7656	0.7361	0.7656	0.8750
0.4254	9.2941	632	0.8205	0.6957	0.8205	0.9058
0.4254	9.3235	634	0.8877	0.7083	0.8877	0.9422
0.4254	9.3529	636	1.0024	0.6081	1.0024	1.0012
0.4254	9.3824	638	1.0115	0.6486	1.0115	1.0057
0.4254	9.4118	640	0.9751	0.6714	0.9751	0.9875
0.4254	9.4412	642	0.9030	0.6957	0.9030	0.9503
0.4254	9.4706	644	0.8521	0.6866	0.8521	0.9231
0.4254	9.5	646	0.8613	0.6950	0.8613	0.9280
0.4254	9.5294	648	0.8826	0.7027	0.8826	0.9394
0.4254	9.5588	650	0.8627	0.7114	0.8627	0.9288
0.4254	9.5882	652	0.8213	0.7383	0.8213	0.9062
0.4254	9.6176	654	0.8688	0.6906	0.8688	0.9321
0.4254	9.6471	656	0.9906	0.6119	0.9906	0.9953
0.4254	9.6765	658	1.0292	0.6119	1.0292	1.0145
0.4254	9.7059	660	0.9812	0.6515	0.9812	0.9906
0.4254	9.7353	662	0.9110	0.6718	0.9110	0.9545
0.4254	9.7647	664	0.8361	0.6818	0.8361	0.9144
0.4254	9.7941	666	0.8316	0.6818	0.8316	0.9119
0.4254	9.8235	668	0.8040	0.7007	0.8040	0.8967
0.4254	9.8529	670	0.7602	0.7133	0.7602	0.8719
0.4254	9.8824	672	0.7803	0.6957	0.7803	0.8833
0.4254	9.9118	674	0.8448	0.6857	0.8448	0.9191
0.4254	9.9412	676	0.9433	0.6351	0.9433	0.9712
0.4254	9.9706	678	0.9884	0.6111	0.9883	0.9942
0.4254	10.0	680	0.9479	0.6519	0.9479	0.9736
0.4254	10.0294	682	0.9011	0.6617	0.9011	0.9493
0.4254	10.0588	684	0.9086	0.6617	0.9086	0.9532
0.4254	10.0882	686	0.9015	0.6815	0.9015	0.9495
0.4254	10.1176	688	0.9183	0.6715	0.9183	0.9583
0.4254	10.1471	690	0.9973	0.6232	0.9973	0.9986
0.4254	10.1765	692	1.0482	0.5797	1.0482	1.0238
0.4254	10.2059	694	1.0284	0.6043	1.0284	1.0141
0.4254	10.2353	696	1.0512	0.5957	1.0512	1.0253
0.4254	10.2647	698	1.0940	0.5634	1.0940	1.0459
0.4254	10.2941	700	1.1379	0.5634	1.1379	1.0667
0.4254	10.3235	702	1.1187	0.5816	1.1187	1.0577
0.4254	10.3529	704	1.0572	0.6423	1.0572	1.0282
0.4254	10.3824	706	1.0008	0.6716	1.0008	1.0004
0.4254	10.4118	708	0.9404	0.6567	0.9404	0.9698
0.4254	10.4412	710	0.9368	0.6809	0.9368	0.9679
0.4254	10.4706	712	0.9478	0.6712	0.9478	0.9735
0.4254	10.5	714	0.9332	0.6809	0.9332	0.9660
0.4254	10.5294	716	0.9318	0.6618	0.9318	0.9653
0.4254	10.5588	718	0.9675	0.6571	0.9675	0.9836
0.4254	10.5882	720	0.9151	0.6809	0.9151	0.9566
0.4254	10.6176	722	0.8888	0.7	0.8888	0.9428
0.4254	10.6471	724	0.8256	0.7	0.8256	0.9086
0.4254	10.6765	726	0.7432	0.7092	0.7432	0.8621
0.4254	10.7059	728	0.6685	0.7714	0.6685	0.8176
0.4254	10.7353	730	0.6574	0.7534	0.6574	0.8108
0.4254	10.7647	732	0.7094	0.6968	0.7094	0.8423
0.4254	10.7941	734	0.7660	0.7089	0.7660	0.8752
0.4254	10.8235	736	0.7889	0.6883	0.7889	0.8882
0.4254	10.8529	738	0.7734	0.6957	0.7734	0.8795
0.4254	10.8824	740	0.7674	0.7050	0.7674	0.8760
0.4254	10.9118	742	0.7450	0.7050	0.7450	0.8632
0.4254	10.9412	744	0.7706	0.7020	0.7706	0.8779
0.4254	10.9706	746	0.7999	0.7125	0.7999	0.8944
0.4254	11.0	748	0.8619	0.6918	0.8619	0.9284
0.4254	11.0294	750	0.9772	0.6543	0.9772	0.9885
0.4254	11.0588	752	0.9522	0.6541	0.9522	0.9758
0.4254	11.0882	754	0.8341	0.6667	0.8341	0.9133
0.4254	11.1176	756	0.8196	0.6870	0.8196	0.9053
0.4254	11.1471	758	0.8440	0.6512	0.8440	0.9187
0.4254	11.1765	760	0.8883	0.6615	0.8883	0.9425
0.4254	11.2059	762	0.9207	0.6718	0.9207	0.9595
0.4254	11.2353	764	0.9164	0.6866	0.9164	0.9573
0.4254	11.2647	766	0.8694	0.6667	0.8694	0.9324
0.4254	11.2941	768	0.8155	0.6901	0.8155	0.9030
0.4254	11.3235	770	0.8201	0.6901	0.8201	0.9056
0.4254	11.3529	772	0.8205	0.6901	0.8205	0.9058
0.4254	11.3824	774	0.7768	0.7164	0.7768	0.8813
0.4254	11.4118	776	0.7693	0.7164	0.7693	0.8771
0.4254	11.4412	778	0.7766	0.7259	0.7766	0.8813
0.4254	11.4706	780	0.8974	0.625	0.8974	0.9473
0.4254	11.5	782	1.0153	0.5972	1.0153	1.0076
0.4254	11.5294	784	1.0818	0.5972	1.0818	1.0401
0.4254	11.5588	786	1.0522	0.5957	1.0522	1.0258
0.4254	11.5882	788	0.9691	0.6316	0.9691	0.9844
0.4254	11.6176	790	0.9088	0.6667	0.9088	0.9533
0.4254	11.6471	792	0.8839	0.6870	0.8839	0.9401
0.4254	11.6765	794	0.8862	0.6970	0.8862	0.9414
0.4254	11.7059	796	0.9564	0.6222	0.9564	0.9780
0.4254	11.7353	798	1.0835	0.6	1.0835	1.0409
0.4254	11.7647	800	1.1226	0.5755	1.1226	1.0595
0.4254	11.7941	802	1.1006	0.5778	1.1006	1.0491
0.4254	11.8235	804	0.9821	0.6418	0.9821	0.9910
0.4254	11.8529	806	0.8650	0.7068	0.8650	0.9301
0.4254	11.8824	808	0.7968	0.7068	0.7968	0.8927
0.4254	11.9118	810	0.7919	0.7299	0.7919	0.8899
0.4254	11.9412	812	0.8950	0.6928	0.8950	0.9460
0.4254	11.9706	814	1.0836	0.6341	1.0836	1.0410
0.4254	12.0	816	1.1262	0.6341	1.1262	1.0612
0.4254	12.0294	818	1.0324	0.6447	1.0324	1.0161
0.4254	12.0588	820	0.9063	0.7111	0.9063	0.9520
0.4254	12.0882	822	0.8578	0.7059	0.8578	0.9262
0.4254	12.1176	824	0.8485	0.7059	0.8485	0.9212
0.4254	12.1471	826	0.8773	0.7206	0.8773	0.9366
0.4254	12.1765	828	0.9528	0.7206	0.9528	0.9761
0.4254	12.2059	830	1.0210	0.6277	1.0210	1.0105
0.4254	12.2353	832	1.0633	0.5985	1.0633	1.0312
0.4254	12.2647	834	1.0597	0.5797	1.0597	1.0294
0.4254	12.2941	836	0.9908	0.6429	0.9908	0.9954
0.4254	12.3235	838	0.8875	0.7050	0.8875	0.9420
0.4254	12.3529	840	0.8414	0.7000	0.8414	0.9173
0.4254	12.3824	842	0.7951	0.7153	0.7951	0.8917
0.4254	12.4118	844	0.8041	0.6861	0.8041	0.8967
0.4254	12.4412	846	0.8627	0.7183	0.8627	0.9288
0.4254	12.4706	848	0.8889	0.7092	0.8889	0.9428
0.4254	12.5	850	0.8718	0.6615	0.8718	0.9337
0.4254	12.5294	852	0.8605	0.6462	0.8605	0.9276
0.4254	12.5588	854	0.8518	0.6718	0.8518	0.9229
0.4254	12.5882	856	0.8439	0.6957	0.8439	0.9186
0.4254	12.6176	858	0.8280	0.6957	0.8280	0.9100
0.4254	12.6471	860	0.7868	0.6567	0.7868	0.8870
0.4254	12.6765	862	0.7866	0.7050	0.7866	0.8869
0.4254	12.7059	864	0.8439	0.6986	0.8439	0.9186
0.4254	12.7353	866	0.9976	0.6584	0.9976	0.9988
0.4254	12.7647	868	1.1033	0.5912	1.1033	1.0504
0.4254	12.7941	870	1.1202	0.5641	1.1202	1.0584
0.4254	12.8235	872	1.0527	0.5694	1.0527	1.0260
0.4254	12.8529	874	0.9443	0.6715	0.9443	0.9718
0.4254	12.8824	876	0.8691	0.7007	0.8691	0.9323
0.4254	12.9118	878	0.8096	0.7101	0.8096	0.8998
0.4254	12.9412	880	0.7830	0.7429	0.7830	0.8849
0.4254	12.9706	882	0.7902	0.7083	0.7902	0.8890
0.4254	13.0	884	0.8591	0.7105	0.8591	0.9269
0.4254	13.0294	886	0.9268	0.6503	0.9268	0.9627
0.4254	13.0588	888	0.8788	0.6928	0.8788	0.9375
0.4254	13.0882	890	0.7849	0.6939	0.7849	0.8860
0.4254	13.1176	892	0.7739	0.7092	0.7739	0.8797
0.4254	13.1471	894	0.8088	0.6861	0.8088	0.8994
0.4254	13.1765	896	0.9155	0.6619	0.9155	0.9568
0.4254	13.2059	898	1.0145	0.6483	1.0145	1.0072
0.4254	13.2353	900	1.0346	0.6389	1.0346	1.0171
0.4254	13.2647	902	1.0005	0.6619	1.0005	1.0002
0.4254	13.2941	904	0.9564	0.6567	0.9564	0.9780
0.4254	13.3235	906	0.9414	0.6567	0.9414	0.9703
0.4254	13.3529	908	0.9502	0.6567	0.9502	0.9748
0.4254	13.3824	910	0.9652	0.6715	0.9652	0.9824
0.4254	13.4118	912	1.0220	0.6027	1.0220	1.0109
0.4254	13.4412	914	1.0165	0.6013	1.0165	1.0082
0.4254	13.4706	916	0.9106	0.6575	0.9106	0.9542
0.4254	13.5	918	0.7955	0.6933	0.7955	0.8919
0.4254	13.5294	920	0.7477	0.6957	0.7477	0.8647
0.4254	13.5588	922	0.7579	0.7111	0.7579	0.8706
0.4254	13.5882	924	0.7983	0.6718	0.7983	0.8935
0.4254	13.6176	926	0.7949	0.6617	0.7949	0.8916
0.4254	13.6471	928	0.7646	0.6812	0.7646	0.8744
0.4254	13.6765	930	0.7724	0.6531	0.7724	0.8789
0.4254	13.7059	932	0.8166	0.6531	0.8166	0.9037
0.4254	13.7353	934	0.8096	0.6531	0.8096	0.8998
0.4254	13.7647	936	0.7466	0.6763	0.7466	0.8641
0.4254	13.7941	938	0.7463	0.7153	0.7463	0.8639
0.4254	13.8235	940	0.8019	0.6522	0.8019	0.8955
0.4254	13.8529	942	0.9137	0.6370	0.9137	0.9559
0.4254	13.8824	944	1.0048	0.6174	1.0048	1.0024
0.4254	13.9118	946	1.0330	0.5789	1.0330	1.0164
0.4254	13.9412	948	0.9914	0.6667	0.9914	0.9957
0.4254	13.9706	950	0.9279	0.6377	0.9279	0.9633
0.4254	14.0	952	0.8875	0.6933	0.8875	0.9421
0.4254	14.0294	954	0.8917	0.6797	0.8917	0.9443
0.4254	14.0588	956	0.8140	0.6974	0.8140	0.9022
0.4254	14.0882	958	0.7734	0.7007	0.7734	0.8794
0.4254	14.1176	960	0.7640	0.7153	0.7640	0.8741
0.4254	14.1471	962	0.7964	0.6815	0.7964	0.8924
0.4254	14.1765	964	0.8556	0.6767	0.8556	0.9250
0.4254	14.2059	966	0.9005	0.6767	0.9005	0.9490
0.4254	14.2353	968	0.9343	0.6667	0.9343	0.9666
0.4254	14.2647	970	0.9702	0.6667	0.9702	0.9850
0.4254	14.2941	972	0.9942	0.6667	0.9942	0.9971
0.4254	14.3235	974	0.9807	0.6667	0.9807	0.9903
0.4254	14.3529	976	0.9982	0.6466	0.9982	0.9991
0.4254	14.3824	978	1.0486	0.6389	1.0486	1.0240
0.4254	14.4118	980	0.9966	0.6438	0.9966	0.9983
0.4254	14.4412	982	0.9125	0.6621	0.9125	0.9552
0.4254	14.4706	984	0.8535	0.6573	0.8535	0.9238
0.4254	14.5	986	0.8433	0.6712	0.8433	0.9183
0.4254	14.5294	988	0.8549	0.6712	0.8549	0.9246
0.4254	14.5588	990	0.8367	0.6761	0.8367	0.9147
0.4254	14.5882	992	0.8180	0.6815	0.8180	0.9044
0.4254	14.6176	994	0.8361	0.6815	0.8361	0.9144
0.4254	14.6471	996	0.8791	0.6667	0.8791	0.9376
0.4254	14.6765	998	0.9585	0.6621	0.9585	0.9790
0.0882	14.7059	1000	0.9733	0.6622	0.9733	0.9866
0.0882	14.7353	1002	0.9224	0.6621	0.9224	0.9604
0.0882	14.7647	1004	0.8735	0.6667	0.8735	0.9346
0.0882	14.7941	1006	0.8714	0.6815	0.8714	0.9335
0.0882	14.8235	1008	0.9151	0.6479	0.9151	0.9566
0.0882	14.8529	1010	1.0036	0.6479	1.0036	1.0018
0.0882	14.8824	1012	1.1226	0.6405	1.1226	1.0595
0.0882	14.9118	1014	1.1663	0.6341	1.1663	1.0800
0.0882	14.9412	1016	1.1377	0.6667	1.1377	1.0666
0.0882	14.9706	1018	1.0134	0.6577	1.0134	1.0067
0.0882	15.0	1020	0.9204	0.6667	0.9204	0.9594
0.0882	15.0294	1022	0.9128	0.6565	0.9128	0.9554
0.0882	15.0588	1024	0.9592	0.6667	0.9592	0.9794
0.0882	15.0882	1026	1.0016	0.6429	1.0016	1.0008
0.0882	15.1176	1028	1.0289	0.6711	1.0289	1.0144
0.0882	15.1471	1030	1.0927	0.6494	1.0927	1.0453
0.0882	15.1765	1032	1.0958	0.6494	1.0958	1.0468
0.0882	15.2059	1034	1.0747	0.6533	1.0747	1.0367
0.0882	15.2353	1036	1.1197	0.6316	1.1197	1.0581
0.0882	15.2647	1038	1.1415	0.6316	1.1415	1.0684

Framework versions

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