ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 0.8303
• Qwk: 0.6447
• Mse: 0.8303
• Rmse: 0.9112

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	5.3833	-0.0328	5.3833	2.3202
No log	0.1111	4	3.2704	0.0766	3.2704	1.8084
No log	0.1667	6	2.0029	0.1150	2.0029	1.4152
No log	0.2222	8	1.6808	0.0511	1.6808	1.2965
No log	0.2778	10	1.3690	0.1684	1.3690	1.1700
No log	0.3333	12	1.2560	0.2679	1.2560	1.1207
No log	0.3889	14	1.1915	0.2383	1.1915	1.0916
No log	0.4444	16	1.1783	0.2115	1.1783	1.0855
No log	0.5	18	1.1796	0.1722	1.1796	1.0861
No log	0.5556	20	1.1749	0.2133	1.1749	1.0839
No log	0.6111	22	1.2987	0.1919	1.2987	1.1396
No log	0.6667	24	1.2288	0.2648	1.2288	1.1085
No log	0.7222	26	1.2449	0.2336	1.2449	1.1157
No log	0.7778	28	1.2562	0.2442	1.2562	1.1208
No log	0.8333	30	1.0638	0.3117	1.0638	1.0314
No log	0.8889	32	1.0845	0.3498	1.0845	1.0414
No log	0.9444	34	1.1961	0.3687	1.1961	1.0936
No log	1.0	36	0.9610	0.3748	0.9610	0.9803
No log	1.0556	38	0.9723	0.2908	0.9723	0.9861
No log	1.1111	40	1.0069	0.3107	1.0069	1.0034
No log	1.1667	42	0.9031	0.3878	0.9031	0.9503
No log	1.2222	44	0.9834	0.4437	0.9834	0.9917
No log	1.2778	46	0.9558	0.4564	0.9558	0.9776
No log	1.3333	48	1.0091	0.4568	1.0091	1.0045
No log	1.3889	50	0.9340	0.5275	0.9340	0.9664
No log	1.4444	52	0.8900	0.5093	0.8900	0.9434
No log	1.5	54	0.8947	0.5494	0.8947	0.9459
No log	1.5556	56	0.8873	0.5732	0.8873	0.9420
No log	1.6111	58	0.8751	0.5861	0.8751	0.9355
No log	1.6667	60	0.9793	0.5265	0.9793	0.9896
No log	1.7222	62	0.8908	0.6037	0.8908	0.9438
No log	1.7778	64	0.8844	0.5700	0.8844	0.9404
No log	1.8333	66	0.9712	0.5112	0.9712	0.9855
No log	1.8889	68	0.8594	0.5991	0.8594	0.9270
No log	1.9444	70	0.9012	0.6092	0.9012	0.9493
No log	2.0	72	0.9595	0.5704	0.9595	0.9796
No log	2.0556	74	0.8702	0.5978	0.8702	0.9329
No log	2.1111	76	0.8371	0.5978	0.8371	0.9149
No log	2.1667	78	0.7676	0.6448	0.7676	0.8761
No log	2.2222	80	0.8624	0.6433	0.8624	0.9286
No log	2.2778	82	0.9008	0.5890	0.9008	0.9491
No log	2.3333	84	0.7760	0.6594	0.7760	0.8809
No log	2.3889	86	0.8055	0.6708	0.8055	0.8975
No log	2.4444	88	0.7935	0.6821	0.7935	0.8908
No log	2.5	90	0.7961	0.6704	0.7961	0.8922
No log	2.5556	92	0.7557	0.6824	0.7557	0.8693
No log	2.6111	94	0.7764	0.6300	0.7764	0.8812
No log	2.6667	96	0.9038	0.5961	0.9038	0.9507
No log	2.7222	98	0.8294	0.6086	0.8294	0.9107
No log	2.7778	100	0.7776	0.6302	0.7776	0.8818
No log	2.8333	102	0.8135	0.6272	0.8135	0.9020
No log	2.8889	104	0.8062	0.6408	0.8062	0.8979
No log	2.9444	106	0.8158	0.6003	0.8158	0.9032
No log	3.0	108	0.7952	0.6766	0.7952	0.8917
No log	3.0556	110	0.7687	0.6707	0.7687	0.8768
No log	3.1111	112	0.7601	0.6572	0.7601	0.8718
No log	3.1667	114	0.7472	0.6633	0.7472	0.8644
No log	3.2222	116	0.7326	0.6795	0.7326	0.8559
No log	3.2778	118	0.7268	0.6582	0.7268	0.8525
No log	3.3333	120	0.7118	0.6310	0.7118	0.8437
No log	3.3889	122	0.7769	0.6065	0.7769	0.8814
No log	3.4444	124	0.7173	0.6115	0.7173	0.8470
No log	3.5	126	0.7603	0.6453	0.7603	0.8719
No log	3.5556	128	1.0548	0.5408	1.0548	1.0270
No log	3.6111	130	1.0228	0.5568	1.0228	1.0113
No log	3.6667	132	0.8186	0.6021	0.8186	0.9048
No log	3.7222	134	0.7565	0.6595	0.7565	0.8698
No log	3.7778	136	0.8182	0.6060	0.8182	0.9046
No log	3.8333	138	0.7524	0.6427	0.7524	0.8674
No log	3.8889	140	0.7100	0.6724	0.7100	0.8426
No log	3.9444	142	0.6746	0.6650	0.6746	0.8213
No log	4.0	144	0.6807	0.7075	0.6807	0.8250
No log	4.0556	146	0.8301	0.6232	0.8301	0.9111
No log	4.1111	148	0.9956	0.5825	0.9956	0.9978
No log	4.1667	150	0.8365	0.6546	0.8365	0.9146
No log	4.2222	152	0.6974	0.6922	0.6974	0.8351
No log	4.2778	154	0.6732	0.6877	0.6732	0.8205
No log	4.3333	156	0.6696	0.6801	0.6696	0.8183
No log	4.3889	158	0.6818	0.6778	0.6818	0.8257
No log	4.4444	160	0.7356	0.6511	0.7356	0.8577
No log	4.5	162	0.7411	0.6433	0.7411	0.8608
No log	4.5556	164	0.6567	0.6987	0.6567	0.8104
No log	4.6111	166	0.6439	0.7055	0.6439	0.8024
No log	4.6667	168	0.6679	0.6911	0.6679	0.8172
No log	4.7222	170	0.6430	0.6782	0.6430	0.8019
No log	4.7778	172	0.8697	0.6070	0.8697	0.9326
No log	4.8333	174	1.0737	0.5752	1.0737	1.0362
No log	4.8889	176	0.8908	0.6114	0.8908	0.9438
No log	4.9444	178	0.6846	0.6964	0.6847	0.8274
No log	5.0	180	0.6744	0.7020	0.6744	0.8212
No log	5.0556	182	0.6990	0.6904	0.6990	0.8361
No log	5.1111	184	0.8246	0.6865	0.8246	0.9081
No log	5.1667	186	0.7839	0.6792	0.7839	0.8854
No log	5.2222	188	0.6947	0.6909	0.6947	0.8335
No log	5.2778	190	0.6848	0.6897	0.6848	0.8275
No log	5.3333	192	0.7421	0.6654	0.7421	0.8614
No log	5.3889	194	0.7744	0.6550	0.7744	0.8800
No log	5.4444	196	0.7096	0.6623	0.7096	0.8424
No log	5.5	198	0.6865	0.7063	0.6865	0.8285
No log	5.5556	200	0.6789	0.6916	0.6789	0.8240
No log	5.6111	202	0.7207	0.6551	0.7207	0.8489
No log	5.6667	204	0.8194	0.6566	0.8194	0.9052
No log	5.7222	206	0.8002	0.6456	0.8002	0.8945
No log	5.7778	208	0.7315	0.6645	0.7315	0.8553
No log	5.8333	210	0.8068	0.6657	0.8068	0.8982
No log	5.8889	212	0.8392	0.6598	0.8392	0.9161
No log	5.9444	214	0.8534	0.6459	0.8534	0.9238
No log	6.0	216	0.7612	0.6691	0.7612	0.8725
No log	6.0556	218	0.7153	0.6814	0.7153	0.8458
No log	6.1111	220	0.6619	0.6851	0.6619	0.8136
No log	6.1667	222	0.6428	0.7024	0.6428	0.8018
No log	6.2222	224	0.6492	0.6789	0.6492	0.8057
No log	6.2778	226	0.7273	0.6705	0.7273	0.8528
No log	6.3333	228	0.6642	0.6662	0.6642	0.8150
No log	6.3889	230	0.6838	0.6664	0.6838	0.8269
No log	6.4444	232	0.6712	0.6662	0.6712	0.8192
No log	6.5	234	0.6603	0.6855	0.6603	0.8126
No log	6.5556	236	0.6643	0.7420	0.6643	0.8151
No log	6.6111	238	0.6677	0.7325	0.6677	0.8171
No log	6.6667	240	0.6495	0.7225	0.6495	0.8059
No log	6.7222	242	0.8132	0.6582	0.8132	0.9018
No log	6.7778	244	0.7957	0.6371	0.7957	0.8920
No log	6.8333	246	0.6273	0.6938	0.6273	0.7920
No log	6.8889	248	0.7530	0.6469	0.7530	0.8678
No log	6.9444	250	0.9202	0.5410	0.9202	0.9593
No log	7.0	252	0.7611	0.6564	0.7611	0.8724
No log	7.0556	254	0.5907	0.7110	0.5907	0.7686
No log	7.1111	256	0.6577	0.6852	0.6577	0.8110
No log	7.1667	258	0.6705	0.6839	0.6705	0.8189
No log	7.2222	260	0.6051	0.6848	0.6051	0.7779
No log	7.2778	262	0.6021	0.7164	0.6021	0.7760
No log	7.3333	264	0.6505	0.6850	0.6505	0.8066
No log	7.3889	266	0.8412	0.6736	0.8412	0.9172
No log	7.4444	268	0.9521	0.6100	0.9521	0.9757
No log	7.5	270	0.8164	0.6487	0.8164	0.9035
No log	7.5556	272	0.6503	0.6934	0.6503	0.8064
No log	7.6111	274	0.5985	0.7165	0.5985	0.7737
No log	7.6667	276	0.5901	0.7258	0.5901	0.7681
No log	7.7222	278	0.6138	0.6621	0.6138	0.7835
No log	7.7778	280	0.7402	0.6319	0.7402	0.8604
No log	7.8333	282	0.7684	0.6204	0.7684	0.8766
No log	7.8889	284	0.7073	0.6273	0.7073	0.8410
No log	7.9444	286	0.6425	0.6392	0.6425	0.8016
No log	8.0	288	0.6330	0.6476	0.6330	0.7956
No log	8.0556	290	0.6282	0.6521	0.6282	0.7926
No log	8.1111	292	0.6905	0.6507	0.6905	0.8310
No log	8.1667	294	0.7152	0.6576	0.7152	0.8457
No log	8.2222	296	0.6403	0.6939	0.6403	0.8002
No log	8.2778	298	0.6708	0.7112	0.6708	0.8191
No log	8.3333	300	0.6846	0.7019	0.6846	0.8274
No log	8.3889	302	0.6328	0.7220	0.6328	0.7955
No log	8.4444	304	0.7187	0.6225	0.7187	0.8478
No log	8.5	306	0.8659	0.5863	0.8659	0.9305
No log	8.5556	308	0.8102	0.6030	0.8102	0.9001
No log	8.6111	310	0.6565	0.6577	0.6565	0.8103
No log	8.6667	312	0.6031	0.7225	0.6031	0.7766
No log	8.7222	314	0.6279	0.7116	0.6279	0.7924
No log	8.7778	316	0.6119	0.7496	0.6119	0.7822
No log	8.8333	318	0.6139	0.7028	0.6139	0.7835
No log	8.8889	320	0.6218	0.7132	0.6218	0.7885
No log	8.9444	322	0.6260	0.7207	0.6260	0.7912
No log	9.0	324	0.6382	0.6863	0.6382	0.7989
No log	9.0556	326	0.6613	0.6740	0.6613	0.8132
No log	9.1111	328	0.6556	0.6672	0.6556	0.8097
No log	9.1667	330	0.6479	0.6702	0.6479	0.8049
No log	9.2222	332	0.6559	0.6632	0.6559	0.8099
No log	9.2778	334	0.6758	0.6623	0.6758	0.8220
No log	9.3333	336	0.6709	0.6504	0.6709	0.8191
No log	9.3889	338	0.6619	0.6566	0.6619	0.8136
No log	9.4444	340	0.7008	0.6673	0.7008	0.8371
No log	9.5	342	0.7278	0.6655	0.7278	0.8531
No log	9.5556	344	0.6686	0.7041	0.6686	0.8177
No log	9.6111	346	0.6779	0.7331	0.6779	0.8233
No log	9.6667	348	0.7969	0.6583	0.7969	0.8927
No log	9.7222	350	0.7419	0.7017	0.7419	0.8614
No log	9.7778	352	0.6324	0.7073	0.6324	0.7952
No log	9.8333	354	0.7427	0.6982	0.7427	0.8618
No log	9.8889	356	0.9179	0.6332	0.9179	0.9581
No log	9.9444	358	0.9106	0.6242	0.9106	0.9543
No log	10.0	360	0.7828	0.6733	0.7828	0.8848
No log	10.0556	362	0.6615	0.6872	0.6615	0.8133
No log	10.1111	364	0.6590	0.6994	0.6590	0.8118
No log	10.1667	366	0.6639	0.7156	0.6639	0.8148
No log	10.2222	368	0.6812	0.6957	0.6812	0.8254
No log	10.2778	370	0.8431	0.6156	0.8431	0.9182
No log	10.3333	372	0.9625	0.6090	0.9625	0.9810
No log	10.3889	374	0.9667	0.6012	0.9667	0.9832
No log	10.4444	376	0.9079	0.6211	0.9079	0.9528
No log	10.5	378	0.7742	0.6433	0.7742	0.8799
No log	10.5556	380	0.6737	0.6632	0.6737	0.8208
No log	10.6111	382	0.6573	0.6600	0.6573	0.8107
No log	10.6667	384	0.6751	0.6551	0.6751	0.8216
No log	10.7222	386	0.7222	0.6745	0.7222	0.8498
No log	10.7778	388	0.7354	0.6711	0.7354	0.8576
No log	10.8333	390	0.7408	0.6785	0.7408	0.8607
No log	10.8889	392	0.6798	0.6952	0.6798	0.8245
No log	10.9444	394	0.6588	0.6964	0.6588	0.8117
No log	11.0	396	0.6598	0.6912	0.6598	0.8123
No log	11.0556	398	0.6785	0.6594	0.6785	0.8237
No log	11.1111	400	0.7216	0.6517	0.7216	0.8495
No log	11.1667	402	0.7373	0.6561	0.7373	0.8586
No log	11.2222	404	0.7329	0.6247	0.7329	0.8561
No log	11.2778	406	0.7522	0.6063	0.7522	0.8673
No log	11.3333	408	0.7849	0.6284	0.7849	0.8859
No log	11.3889	410	0.7725	0.6390	0.7725	0.8789
No log	11.4444	412	0.7622	0.6159	0.7622	0.8730
No log	11.5	414	0.7718	0.6199	0.7718	0.8785
No log	11.5556	416	0.7318	0.6112	0.7318	0.8555
No log	11.6111	418	0.7221	0.6176	0.7221	0.8498
No log	11.6667	420	0.7551	0.5823	0.7551	0.8690
No log	11.7222	422	0.8341	0.6211	0.8341	0.9133
No log	11.7778	424	0.8272	0.6171	0.8272	0.9095
No log	11.8333	426	0.7891	0.5712	0.7891	0.8883
No log	11.8889	428	0.7234	0.6203	0.7234	0.8505
No log	11.9444	430	0.7097	0.6439	0.7097	0.8424
No log	12.0	432	0.6985	0.6458	0.6985	0.8358
No log	12.0556	434	0.7208	0.6226	0.7208	0.8490
No log	12.1111	436	0.7904	0.6077	0.7904	0.8890
No log	12.1667	438	0.7839	0.5868	0.7839	0.8854
No log	12.2222	440	0.7291	0.6047	0.7291	0.8539
No log	12.2778	442	0.6841	0.6176	0.6841	0.8271
No log	12.3333	444	0.6608	0.6333	0.6608	0.8129
No log	12.3889	446	0.6453	0.6673	0.6453	0.8033
No log	12.4444	448	0.7023	0.6595	0.7023	0.8380
No log	12.5	450	0.7311	0.6749	0.7311	0.8550
No log	12.5556	452	0.7076	0.6947	0.7076	0.8412
No log	12.6111	454	0.6588	0.6811	0.6588	0.8116
No log	12.6667	456	0.6338	0.7179	0.6338	0.7961
No log	12.7222	458	0.6327	0.7024	0.6327	0.7954
No log	12.7778	460	0.6527	0.6684	0.6527	0.8079
No log	12.8333	462	0.7327	0.6200	0.7327	0.8560
No log	12.8889	464	0.8184	0.5976	0.8184	0.9047
No log	12.9444	466	0.7662	0.625	0.7662	0.8753
No log	13.0	468	0.6624	0.6921	0.6624	0.8139
No log	13.0556	470	0.6527	0.7236	0.6527	0.8079
No log	13.1111	472	0.7060	0.7265	0.7060	0.8402
No log	13.1667	474	0.7048	0.7171	0.7048	0.8395
No log	13.2222	476	0.6760	0.7222	0.6760	0.8222
No log	13.2778	478	0.7640	0.6552	0.7640	0.8741
No log	13.3333	480	0.9247	0.6200	0.9247	0.9616
No log	13.3889	482	0.9637	0.5949	0.9637	0.9817
No log	13.4444	484	0.9130	0.5998	0.9130	0.9555
No log	13.5	486	0.9186	0.5998	0.9186	0.9584
No log	13.5556	488	0.9345	0.6108	0.9345	0.9667
No log	13.6111	490	1.0085	0.5985	1.0085	1.0042
No log	13.6667	492	0.9375	0.6241	0.9375	0.9683
No log	13.7222	494	0.9442	0.6302	0.9442	0.9717
No log	13.7778	496	1.0798	0.5980	1.0798	1.0392
No log	13.8333	498	1.0951	0.5986	1.0951	1.0465
0.3882	13.8889	500	0.9711	0.6054	0.9711	0.9855
0.3882	13.9444	502	0.8615	0.625	0.8615	0.9281
0.3882	14.0	504	0.8064	0.6225	0.8064	0.8980
0.3882	14.0556	506	0.8492	0.6304	0.8492	0.9215
0.3882	14.1111	508	0.9154	0.6097	0.9154	0.9568
0.3882	14.1667	510	0.8606	0.6274	0.8606	0.9277
0.3882	14.2222	512	0.8736	0.6500	0.8736	0.9347
0.3882	14.2778	514	0.9294	0.6376	0.9294	0.9640
0.3882	14.3333	516	0.8771	0.6484	0.8771	0.9366
0.3882	14.3889	518	0.8191	0.6341	0.8191	0.9050
0.3882	14.4444	520	0.7243	0.6684	0.7243	0.8511
0.3882	14.5	522	0.7248	0.6614	0.7248	0.8513
0.3882	14.5556	524	0.7904	0.6341	0.7904	0.8891
0.3882	14.6111	526	0.7825	0.6414	0.7825	0.8846
0.3882	14.6667	528	0.7659	0.6511	0.7659	0.8751
0.3882	14.7222	530	0.6996	0.6740	0.6996	0.8364
0.3882	14.7778	532	0.6485	0.6951	0.6485	0.8053
0.3882	14.8333	534	0.6433	0.6887	0.6433	0.8021
0.3882	14.8889	536	0.6420	0.7040	0.6420	0.8013
0.3882	14.9444	538	0.6450	0.7188	0.6450	0.8031
0.3882	15.0	540	0.6388	0.7237	0.6388	0.7993
0.3882	15.0556	542	0.6529	0.6794	0.6529	0.8080
0.3882	15.1111	544	0.6559	0.6757	0.6559	0.8099
0.3882	15.1667	546	0.6300	0.6776	0.6300	0.7937
0.3882	15.2222	548	0.6230	0.7094	0.6230	0.7893
0.3882	15.2778	550	0.6304	0.7124	0.6304	0.7940
0.3882	15.3333	552	0.6384	0.7064	0.6384	0.7990
0.3882	15.3889	554	0.6279	0.7069	0.6279	0.7924
0.3882	15.4444	556	0.6281	0.7144	0.6281	0.7925
0.3882	15.5	558	0.6270	0.6964	0.6270	0.7918
0.3882	15.5556	560	0.6345	0.7354	0.6345	0.7966
0.3882	15.6111	562	0.6278	0.7332	0.6278	0.7924
0.3882	15.6667	564	0.6275	0.6884	0.6275	0.7922
0.3882	15.7222	566	0.6606	0.6644	0.6606	0.8128
0.3882	15.7778	568	0.7519	0.6538	0.7519	0.8671
0.3882	15.8333	570	0.7684	0.6509	0.7684	0.8766
0.3882	15.8889	572	0.6879	0.6644	0.6879	0.8294
0.3882	15.9444	574	0.6360	0.7033	0.6360	0.7975
0.3882	16.0	576	0.6587	0.7008	0.6587	0.8116
0.3882	16.0556	578	0.6649	0.7134	0.6649	0.8154
0.3882	16.1111	580	0.6633	0.7326	0.6633	0.8144
0.3882	16.1667	582	0.6665	0.7230	0.6665	0.8164
0.3882	16.2222	584	0.6837	0.6829	0.6837	0.8268
0.3882	16.2778	586	0.6979	0.6892	0.6979	0.8354
0.3882	16.3333	588	0.7044	0.6963	0.7044	0.8393
0.3882	16.3889	590	0.7067	0.6963	0.7067	0.8407
0.3882	16.4444	592	0.7094	0.6773	0.7093	0.8422
0.3882	16.5	594	0.7427	0.6818	0.7427	0.8618
0.3882	16.5556	596	0.8304	0.6883	0.8304	0.9113
0.3882	16.6111	598	0.8442	0.6666	0.8442	0.9188
0.3882	16.6667	600	0.7821	0.6824	0.7821	0.8843
0.3882	16.7222	602	0.7590	0.7018	0.7590	0.8712
0.3882	16.7778	604	0.7531	0.7018	0.7531	0.8678
0.3882	16.8333	606	0.7973	0.6748	0.7973	0.8929
0.3882	16.8889	608	0.8533	0.6403	0.8533	0.9237
0.3882	16.9444	610	0.8276	0.6615	0.8276	0.9097
0.3882	17.0	612	0.7453	0.6593	0.7453	0.8633
0.3882	17.0556	614	0.7086	0.6933	0.7086	0.8418
0.3882	17.1111	616	0.6964	0.6840	0.6964	0.8345
0.3882	17.1667	618	0.7254	0.6828	0.7254	0.8517
0.3882	17.2222	620	0.7924	0.6684	0.7924	0.8901
0.3882	17.2778	622	0.7915	0.6756	0.7915	0.8897
0.3882	17.3333	624	0.7224	0.6972	0.7224	0.8499
0.3882	17.3889	626	0.6748	0.7125	0.6748	0.8215
0.3882	17.4444	628	0.6541	0.7057	0.6541	0.8088
0.3882	17.5	630	0.6506	0.6985	0.6506	0.8066
0.3882	17.5556	632	0.6924	0.6940	0.6924	0.8321
0.3882	17.6111	634	0.7835	0.6617	0.7835	0.8852
0.3882	17.6667	636	0.7827	0.6587	0.7827	0.8847
0.3882	17.7222	638	0.7328	0.6752	0.7328	0.8561
0.3882	17.7778	640	0.6663	0.6612	0.6663	0.8163
0.3882	17.8333	642	0.6559	0.6568	0.6559	0.8099
0.3882	17.8889	644	0.6513	0.6959	0.6513	0.8070
0.3882	17.9444	646	0.6691	0.6731	0.6691	0.8180
0.3882	18.0	648	0.7109	0.6821	0.7109	0.8431
0.3882	18.0556	650	0.7180	0.6684	0.7180	0.8473
0.3882	18.1111	652	0.6886	0.6762	0.6886	0.8298
0.3882	18.1667	654	0.6760	0.6711	0.6760	0.8222
0.3882	18.2222	656	0.6756	0.6691	0.6756	0.8220
0.3882	18.2778	658	0.6737	0.6973	0.6737	0.8208
0.3882	18.3333	660	0.6714	0.7008	0.6714	0.8194
0.3882	18.3889	662	0.6673	0.6942	0.6673	0.8169
0.3882	18.4444	664	0.7053	0.6759	0.7053	0.8398
0.3882	18.5	666	0.7498	0.6646	0.7498	0.8659
0.3882	18.5556	668	0.7458	0.6683	0.7458	0.8636
0.3882	18.6111	670	0.7083	0.6925	0.7083	0.8416
0.3882	18.6667	672	0.7089	0.6939	0.7089	0.8420
0.3882	18.7222	674	0.6797	0.7000	0.6797	0.8245
0.3882	18.7778	676	0.6800	0.7000	0.6800	0.8247
0.3882	18.8333	678	0.6825	0.7064	0.6825	0.8262
0.3882	18.8889	680	0.6921	0.6992	0.6921	0.8319
0.3882	18.9444	682	0.7203	0.6767	0.7203	0.8487
0.3882	19.0	684	0.7475	0.6767	0.7475	0.8646
0.3882	19.0556	686	0.7456	0.6857	0.7456	0.8635
0.3882	19.1111	688	0.7202	0.6943	0.7202	0.8487
0.3882	19.1667	690	0.7087	0.6963	0.7087	0.8418
0.3882	19.2222	692	0.6677	0.7039	0.6677	0.8171
0.3882	19.2778	694	0.6770	0.7300	0.6770	0.8228
0.3882	19.3333	696	0.7344	0.6899	0.7344	0.8570
0.3882	19.3889	698	0.8564	0.6213	0.8564	0.9254
0.3882	19.4444	700	0.9400	0.5815	0.9400	0.9695
0.3882	19.5	702	1.0576	0.5686	1.0576	1.0284
0.3882	19.5556	704	1.0920	0.5612	1.0920	1.0450
0.3882	19.6111	706	1.0189	0.6098	1.0189	1.0094
0.3882	19.6667	708	0.9160	0.6282	0.9160	0.9571
0.3882	19.7222	710	0.8601	0.6433	0.8601	0.9274
0.3882	19.7778	712	0.7661	0.6798	0.7661	0.8753
0.3882	19.8333	714	0.7353	0.6840	0.7353	0.8575
0.3882	19.8889	716	0.7566	0.7005	0.7566	0.8698
0.3882	19.9444	718	0.8504	0.6761	0.8504	0.9222
0.3882	20.0	720	0.8600	0.6552	0.8600	0.9274
0.3882	20.0556	722	0.8268	0.6744	0.8268	0.9093
0.3882	20.1111	724	0.7577	0.6942	0.7577	0.8704
0.3882	20.1667	726	0.7102	0.6868	0.7102	0.8427
0.3882	20.2222	728	0.7010	0.6755	0.7010	0.8372
0.3882	20.2778	730	0.7211	0.6898	0.7211	0.8492
0.3882	20.3333	732	0.7619	0.6997	0.7619	0.8729
0.3882	20.3889	734	0.7322	0.6878	0.7322	0.8557
0.3882	20.4444	736	0.7219	0.6928	0.7219	0.8496
0.3882	20.5	738	0.7515	0.6852	0.7515	0.8669
0.3882	20.5556	740	0.7795	0.6800	0.7795	0.8829
0.3882	20.6111	742	0.8230	0.6508	0.8230	0.9072
0.3882	20.6667	744	0.8609	0.6250	0.8609	0.9279
0.3882	20.7222	746	0.8109	0.6226	0.8109	0.9005
0.3882	20.7778	748	0.7556	0.6206	0.7556	0.8693
0.3882	20.8333	750	0.7513	0.6295	0.7513	0.8668
0.3882	20.8889	752	0.8025	0.6369	0.8025	0.8958
0.3882	20.9444	754	0.8584	0.6618	0.8584	0.9265
0.3882	21.0	756	0.9240	0.6491	0.9240	0.9613
0.3882	21.0556	758	0.9730	0.6428	0.9730	0.9864
0.3882	21.1111	760	0.9103	0.6625	0.9103	0.9541
0.3882	21.1667	762	0.7770	0.6771	0.7770	0.8815
0.3882	21.2222	764	0.7306	0.6723	0.7306	0.8547
0.3882	21.2778	766	0.7279	0.6800	0.7279	0.8531
0.3882	21.3333	768	0.7586	0.6912	0.7586	0.8710
0.3882	21.3889	770	0.8143	0.6892	0.8143	0.9024
0.3882	21.4444	772	0.9104	0.6478	0.9104	0.9541
0.3882	21.5	774	1.0731	0.6349	1.0731	1.0359
0.3882	21.5556	776	1.0532	0.6317	1.0532	1.0262
0.3882	21.6111	778	0.8919	0.6676	0.8919	0.9444
0.3882	21.6667	780	0.7544	0.6760	0.7544	0.8686
0.3882	21.7222	782	0.6344	0.7124	0.6344	0.7965
0.3882	21.7778	784	0.6139	0.7259	0.6139	0.7835
0.3882	21.8333	786	0.6133	0.7259	0.6133	0.7831
0.3882	21.8889	788	0.6236	0.7356	0.6236	0.7897
0.3882	21.9444	790	0.6524	0.7018	0.6524	0.8077
0.3882	22.0	792	0.6608	0.7066	0.6608	0.8129
0.3882	22.0556	794	0.6499	0.7018	0.6499	0.8062
0.3882	22.1111	796	0.6235	0.7284	0.6235	0.7896
0.3882	22.1667	798	0.6215	0.7033	0.6215	0.7883
0.3882	22.2222	800	0.6274	0.7022	0.6274	0.7921
0.3882	22.2778	802	0.6118	0.7045	0.6118	0.7822
0.3882	22.3333	804	0.6105	0.7276	0.6105	0.7814
0.3882	22.3889	806	0.6144	0.7267	0.6144	0.7838
0.3882	22.4444	808	0.6315	0.7052	0.6315	0.7947
0.3882	22.5	810	0.6497	0.7095	0.6497	0.8061
0.3882	22.5556	812	0.6627	0.6909	0.6627	0.8141
0.3882	22.6111	814	0.6638	0.6912	0.6638	0.8148
0.3882	22.6667	816	0.6723	0.7170	0.6723	0.8199
0.3882	22.7222	818	0.7043	0.7105	0.7043	0.8392
0.3882	22.7778	820	0.7843	0.6797	0.7843	0.8856
0.3882	22.8333	822	0.8361	0.6311	0.8361	0.9144
0.3882	22.8889	824	0.9068	0.5948	0.9068	0.9523
0.3882	22.9444	826	0.9224	0.5840	0.9224	0.9604
0.3882	23.0	828	0.8703	0.6050	0.8703	0.9329
0.3882	23.0556	830	0.8406	0.6384	0.8406	0.9169
0.3882	23.1111	832	0.8122	0.6403	0.8122	0.9012
0.3882	23.1667	834	0.8434	0.6432	0.8434	0.9184
0.3882	23.2222	836	0.9132	0.6749	0.9132	0.9556
0.3882	23.2778	838	0.9232	0.6597	0.9232	0.9609
0.3882	23.3333	840	0.8919	0.6676	0.8919	0.9444
0.3882	23.3889	842	0.8422	0.6656	0.8422	0.9177
0.3882	23.4444	844	0.7908	0.6695	0.7908	0.8893
0.3882	23.5	846	0.7562	0.6705	0.7562	0.8696
0.3882	23.5556	848	0.7570	0.6705	0.7570	0.8700
0.3882	23.6111	850	0.7221	0.6635	0.7221	0.8498
0.3882	23.6667	852	0.7326	0.6616	0.7326	0.8559
0.3882	23.7222	854	0.7279	0.6606	0.7279	0.8532
0.3882	23.7778	856	0.7543	0.6704	0.7543	0.8685
0.3882	23.8333	858	0.7306	0.6777	0.7306	0.8547
0.3882	23.8889	860	0.6926	0.6740	0.6926	0.8322
0.3882	23.9444	862	0.6516	0.6740	0.6516	0.8072
0.3882	24.0	864	0.6466	0.6671	0.6466	0.8041
0.3882	24.0556	866	0.6530	0.6569	0.6530	0.8081
0.3882	24.1111	868	0.6644	0.6642	0.6644	0.8151
0.3882	24.1667	870	0.6645	0.6780	0.6645	0.8152
0.3882	24.2222	872	0.6905	0.6663	0.6905	0.8309
0.3882	24.2778	874	0.7118	0.6856	0.7118	0.8437
0.3882	24.3333	876	0.7090	0.7004	0.7090	0.8420
0.3882	24.3889	878	0.6935	0.7051	0.6935	0.8328
0.3882	24.4444	880	0.6665	0.7398	0.6665	0.8164
0.3882	24.5	882	0.6576	0.7282	0.6576	0.8109
0.3882	24.5556	884	0.6638	0.7098	0.6638	0.8147
0.3882	24.6111	886	0.7199	0.6872	0.7199	0.8485
0.3882	24.6667	888	0.7807	0.6656	0.7807	0.8835
0.3882	24.7222	890	0.7948	0.6588	0.7948	0.8915
0.3882	24.7778	892	0.7655	0.6646	0.7655	0.8749
0.3882	24.8333	894	0.7124	0.6744	0.7124	0.8441
0.3882	24.8889	896	0.6943	0.6683	0.6943	0.8332
0.3882	24.9444	898	0.7048	0.6692	0.7048	0.8395
0.3882	25.0	900	0.7042	0.6747	0.7042	0.8392
0.3882	25.0556	902	0.6836	0.7070	0.6836	0.8268
0.3882	25.1111	904	0.6767	0.7184	0.6767	0.8226
0.3882	25.1667	906	0.6723	0.7099	0.6723	0.8199
0.3882	25.2222	908	0.6714	0.6990	0.6714	0.8194
0.3882	25.2778	910	0.6995	0.6753	0.6995	0.8364
0.3882	25.3333	912	0.7424	0.6505	0.7424	0.8616
0.3882	25.3889	914	0.7716	0.6410	0.7716	0.8784
0.3882	25.4444	916	0.7888	0.6407	0.7888	0.8882
0.3882	25.5	918	0.7920	0.6473	0.7920	0.8899
0.3882	25.5556	920	0.8055	0.6636	0.8055	0.8975
0.3882	25.6111	922	0.8264	0.6598	0.8264	0.9091
0.3882	25.6667	924	0.8286	0.6694	0.8286	0.9103
0.3882	25.7222	926	0.7774	0.6598	0.7774	0.8817
0.3882	25.7778	928	0.7314	0.6644	0.7314	0.8552
0.3882	25.8333	930	0.7407	0.6645	0.7407	0.8606
0.3882	25.8889	932	0.7727	0.6869	0.7727	0.8790
0.3882	25.9444	934	0.7658	0.6897	0.7658	0.8751
0.3882	26.0	936	0.7397	0.6861	0.7397	0.8601
0.3882	26.0556	938	0.7259	0.6904	0.7259	0.8520
0.3882	26.1111	940	0.7175	0.6769	0.7175	0.8470
0.3882	26.1667	942	0.7100	0.6621	0.7100	0.8426
0.3882	26.2222	944	0.7292	0.6333	0.7292	0.8539
0.3882	26.2778	946	0.7599	0.6516	0.7599	0.8717
0.3882	26.3333	948	0.7882	0.6126	0.7882	0.8878
0.3882	26.3889	950	0.8002	0.6211	0.8002	0.8946
0.3882	26.4444	952	0.8253	0.6073	0.8253	0.9085
0.3882	26.5	954	0.8431	0.6071	0.8431	0.9182
0.3882	26.5556	956	0.8341	0.6030	0.8341	0.9133
0.3882	26.6111	958	0.8366	0.6100	0.8366	0.9146
0.3882	26.6667	960	0.7862	0.6325	0.7862	0.8867
0.3882	26.7222	962	0.6995	0.6416	0.6995	0.8363
0.3882	26.7778	964	0.6525	0.6983	0.6525	0.8078
0.3882	26.8333	966	0.6497	0.6851	0.6497	0.8061
0.3882	26.8889	968	0.6650	0.6634	0.6649	0.8154
0.3882	26.9444	970	0.7015	0.6564	0.7015	0.8376
0.3882	27.0	972	0.7430	0.6439	0.7430	0.8620
0.3882	27.0556	974	0.7238	0.6439	0.7238	0.8507
0.3882	27.1111	976	0.6455	0.6603	0.6455	0.8034
0.3882	27.1667	978	0.6047	0.7243	0.6047	0.7776
0.3882	27.2222	980	0.6029	0.7100	0.6029	0.7764
0.3882	27.2778	982	0.6053	0.7218	0.6053	0.7780
0.3882	27.3333	984	0.6316	0.7140	0.6316	0.7947
0.3882	27.3889	986	0.6465	0.6764	0.6465	0.8041
0.3882	27.4444	988	0.6389	0.7001	0.6389	0.7993
0.3882	27.5	990	0.6389	0.6836	0.6389	0.7993
0.3882	27.5556	992	0.6533	0.6613	0.6533	0.8083
0.3882	27.6111	994	0.6550	0.6684	0.6550	0.8093
0.3882	27.6667	996	0.6327	0.7129	0.6327	0.7954
0.3882	27.7222	998	0.6300	0.7185	0.6300	0.7937
0.0733	27.7778	1000	0.6462	0.7000	0.6462	0.8039
0.0733	27.8333	1002	0.6527	0.7203	0.6527	0.8079
0.0733	27.8889	1004	0.6546	0.7243	0.6546	0.8091
0.0733	27.9444	1006	0.6563	0.7272	0.6563	0.8101
0.0733	28.0	1008	0.6462	0.7311	0.6462	0.8039
0.0733	28.0556	1010	0.6549	0.7194	0.6549	0.8093
0.0733	28.1111	1012	0.6899	0.6701	0.6899	0.8306
0.0733	28.1667	1014	0.6901	0.6626	0.6901	0.8307
0.0733	28.2222	1016	0.6630	0.6595	0.6630	0.8142
0.0733	28.2778	1018	0.6391	0.6929	0.6391	0.7994
0.0733	28.3333	1020	0.6409	0.7000	0.6409	0.8006
0.0733	28.3889	1022	0.6769	0.6581	0.6769	0.8227
0.0733	28.4444	1024	0.7653	0.6483	0.7653	0.8748
0.0733	28.5	1026	0.8542	0.6244	0.8542	0.9242
0.0733	28.5556	1028	0.8802	0.6205	0.8802	0.9382
0.0733	28.6111	1030	0.8303	0.6447	0.8303	0.9112

Framework versions

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