ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_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: 0.7544
• Qwk: 0.5455
• Mse: 0.7544
• Rmse: 0.8686

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	0.0392	2	4.6273	0.0042	4.6273	2.1511
No log	0.0784	4	3.7214	-0.0158	3.7214	1.9291
No log	0.1176	6	2.0054	0.0879	2.0054	1.4161
No log	0.1569	8	1.2379	0.1016	1.2379	1.1126
No log	0.1961	10	1.3718	0.0070	1.3718	1.1713
No log	0.2353	12	1.2778	0.1237	1.2778	1.1304
No log	0.2745	14	1.2455	0.0300	1.2455	1.1160
No log	0.3137	16	1.3428	0.0488	1.3428	1.1588
No log	0.3529	18	1.3256	0.0403	1.3256	1.1513
No log	0.3922	20	1.3227	0.0723	1.3227	1.1501
No log	0.4314	22	1.3402	0.0723	1.3402	1.1577
No log	0.4706	24	1.2904	0.0723	1.2904	1.1360
No log	0.5098	26	1.2133	0.1224	1.2133	1.1015
No log	0.5490	28	1.1425	0.2532	1.1425	1.0689
No log	0.5882	30	1.0704	0.2993	1.0704	1.0346
No log	0.6275	32	1.0549	0.2993	1.0549	1.0271
No log	0.6667	34	1.0927	0.2478	1.0927	1.0453
No log	0.7059	36	1.1908	0.1388	1.1908	1.0912
No log	0.7451	38	1.3249	0.0334	1.3249	1.1510
No log	0.7843	40	1.2848	0.1347	1.2848	1.1335
No log	0.8235	42	1.3085	0.1501	1.3085	1.1439
No log	0.8627	44	1.2691	0.2043	1.2691	1.1265
No log	0.9020	46	1.1930	0.2229	1.1930	1.0922
No log	0.9412	48	1.2641	0.1500	1.2641	1.1243
No log	0.9804	50	1.3553	0.2229	1.3553	1.1642
No log	1.0196	52	1.4122	0.1751	1.4122	1.1883
No log	1.0588	54	1.2523	0.1796	1.2523	1.1191
No log	1.0980	56	1.2192	0.2550	1.2192	1.1042
No log	1.1373	58	1.0369	0.3924	1.0369	1.0183
No log	1.1765	60	0.9830	0.4107	0.9830	0.9914
No log	1.2157	62	0.9671	0.4144	0.9671	0.9834
No log	1.2549	64	0.9620	0.4415	0.9620	0.9808
No log	1.2941	66	1.0521	0.4402	1.0521	1.0257
No log	1.3333	68	1.0824	0.3877	1.0824	1.0404
No log	1.3725	70	0.9260	0.5387	0.9260	0.9623
No log	1.4118	72	0.9103	0.5125	0.9103	0.9541
No log	1.4510	74	0.9245	0.5418	0.9245	0.9615
No log	1.4902	76	0.9071	0.5750	0.9071	0.9524
No log	1.5294	78	0.8963	0.5094	0.8963	0.9467
No log	1.5686	80	0.9113	0.5164	0.9113	0.9546
No log	1.6078	82	0.9576	0.4873	0.9576	0.9786
No log	1.6471	84	0.9700	0.5349	0.9700	0.9849
No log	1.6863	86	0.9291	0.5301	0.9291	0.9639
No log	1.7255	88	0.9332	0.5053	0.9332	0.9660
No log	1.7647	90	0.9086	0.5260	0.9086	0.9532
No log	1.8039	92	0.9240	0.4825	0.9240	0.9612
No log	1.8431	94	0.9175	0.4735	0.9175	0.9579
No log	1.8824	96	0.8516	0.5718	0.8516	0.9228
No log	1.9216	98	0.8591	0.5946	0.8591	0.9269
No log	1.9608	100	1.0957	0.4444	1.0957	1.0467
No log	2.0	102	1.1229	0.4674	1.1229	1.0597
No log	2.0392	104	1.0226	0.5348	1.0226	1.0112
No log	2.0784	106	1.1766	0.5491	1.1766	1.0847
No log	2.1176	108	1.4736	0.4411	1.4736	1.2139
No log	2.1569	110	1.3788	0.5244	1.3788	1.1742
No log	2.1961	112	0.9772	0.4706	0.9772	0.9885
No log	2.2353	114	0.8534	0.4699	0.8534	0.9238
No log	2.2745	116	0.8320	0.5395	0.8320	0.9121
No log	2.3137	118	0.9489	0.4826	0.9489	0.9741
No log	2.3529	120	0.9019	0.4534	0.9019	0.9497
No log	2.3922	122	0.9004	0.5091	0.9004	0.9489
No log	2.4314	124	0.8197	0.5824	0.8197	0.9054
No log	2.4706	126	0.8419	0.6074	0.8419	0.9176
No log	2.5098	128	0.9231	0.5211	0.9231	0.9608
No log	2.5490	130	0.8862	0.5989	0.8862	0.9414
No log	2.5882	132	0.8615	0.5735	0.8615	0.9282
No log	2.6275	134	1.0102	0.4871	1.0102	1.0051
No log	2.6667	136	1.4670	0.4516	1.4670	1.2112
No log	2.7059	138	1.5382	0.4741	1.5382	1.2403
No log	2.7451	140	1.1321	0.5039	1.1321	1.0640
No log	2.7843	142	0.8088	0.5573	0.8088	0.8994
No log	2.8235	144	0.8087	0.6094	0.8087	0.8993
No log	2.8627	146	0.7915	0.5777	0.7915	0.8897
No log	2.9020	148	0.7739	0.5821	0.7739	0.8797
No log	2.9412	150	0.8451	0.5352	0.8451	0.9193
No log	2.9804	152	0.8602	0.5028	0.8602	0.9275
No log	3.0196	154	0.7779	0.4559	0.7779	0.8820
No log	3.0588	156	0.7533	0.5777	0.7533	0.8679
No log	3.0980	158	0.8030	0.5784	0.8030	0.8961
No log	3.1373	160	0.7796	0.6284	0.7796	0.8829
No log	3.1765	162	0.7555	0.6612	0.7555	0.8692
No log	3.2157	164	0.7897	0.5819	0.7897	0.8887
No log	3.2549	166	0.8167	0.5562	0.8167	0.9037
No log	3.2941	168	0.9486	0.5458	0.9486	0.9740
No log	3.3333	170	0.9781	0.5433	0.9781	0.9890
No log	3.3725	172	0.8944	0.4717	0.8944	0.9457
No log	3.4118	174	0.8521	0.5109	0.8521	0.9231
No log	3.4510	176	0.8031	0.6044	0.8031	0.8962
No log	3.4902	178	0.8115	0.5695	0.8115	0.9008
No log	3.5294	180	0.8152	0.5793	0.8152	0.9029
No log	3.5686	182	0.9446	0.4419	0.9446	0.9719
No log	3.6078	184	1.0875	0.4700	1.0875	1.0428
No log	3.6471	186	1.0663	0.4505	1.0663	1.0326
No log	3.6863	188	0.9638	0.4790	0.9638	0.9817
No log	3.7255	190	0.9022	0.4527	0.9022	0.9498
No log	3.7647	192	0.9088	0.4527	0.9088	0.9533
No log	3.8039	194	0.9902	0.5056	0.9902	0.9951
No log	3.8431	196	1.0924	0.4783	1.0924	1.0452
No log	3.8824	198	1.0447	0.4966	1.0447	1.0221
No log	3.9216	200	0.8435	0.5495	0.8435	0.9184
No log	3.9608	202	0.7559	0.6129	0.7559	0.8694
No log	4.0	204	0.7766	0.6284	0.7766	0.8812
No log	4.0392	206	0.7636	0.6591	0.7636	0.8739
No log	4.0784	208	0.8514	0.6019	0.8514	0.9227
No log	4.1176	210	1.0622	0.5372	1.0622	1.0306
No log	4.1569	212	1.0835	0.5026	1.0835	1.0409
No log	4.1961	214	0.9217	0.5743	0.9217	0.9600
No log	4.2353	216	0.7879	0.6178	0.7879	0.8877
No log	4.2745	218	0.7393	0.6524	0.7393	0.8598
No log	4.3137	220	0.7416	0.6414	0.7416	0.8612
No log	4.3529	222	0.7818	0.6222	0.7818	0.8842
No log	4.3922	224	0.9269	0.5384	0.9269	0.9627
No log	4.4314	226	0.9718	0.5367	0.9718	0.9858
No log	4.4706	228	0.8707	0.5362	0.8707	0.9331
No log	4.5098	230	0.7799	0.5718	0.7799	0.8831
No log	4.5490	232	0.7759	0.5743	0.7759	0.8809
No log	4.5882	234	0.7847	0.6324	0.7847	0.8858
No log	4.6275	236	0.8718	0.5537	0.8718	0.9337
No log	4.6667	238	1.1229	0.5294	1.1229	1.0597
No log	4.7059	240	1.2429	0.5154	1.2429	1.1149
No log	4.7451	242	1.1677	0.5167	1.1677	1.0806
No log	4.7843	244	0.9936	0.5516	0.9936	0.9968
No log	4.8235	246	0.8912	0.5877	0.8912	0.9440
No log	4.8627	248	0.8132	0.6159	0.8132	0.9018
No log	4.9020	250	0.7950	0.6198	0.7950	0.8917
No log	4.9412	252	0.8030	0.5889	0.8030	0.8961
No log	4.9804	254	0.7836	0.5958	0.7836	0.8852
No log	5.0196	256	0.8534	0.5844	0.8534	0.9238
No log	5.0588	258	1.0169	0.4523	1.0169	1.0084
No log	5.0980	260	1.2062	0.4813	1.2062	1.0983
No log	5.1373	262	1.2246	0.4969	1.2246	1.1066
No log	5.1765	264	1.1389	0.4851	1.1389	1.0672
No log	5.2157	266	1.0203	0.5246	1.0203	1.0101
No log	5.2549	268	0.8907	0.5249	0.8907	0.9438
No log	5.2941	270	0.8482	0.5375	0.8482	0.9210
No log	5.3333	272	0.8653	0.6213	0.8653	0.9302
No log	5.3725	274	0.9627	0.5743	0.9627	0.9812
No log	5.4118	276	1.1062	0.5509	1.1062	1.0517
No log	5.4510	278	1.2196	0.5206	1.2196	1.1044
No log	5.4902	280	1.1244	0.5164	1.1244	1.0604
No log	5.5294	282	0.9121	0.5270	0.9121	0.9550
No log	5.5686	284	0.8543	0.4790	0.8543	0.9243
No log	5.6078	286	0.9085	0.4921	0.9085	0.9532
No log	5.6471	288	1.0555	0.5504	1.0555	1.0274
No log	5.6863	290	1.1008	0.5296	1.1008	1.0492
No log	5.7255	292	1.1235	0.5264	1.1235	1.0600
No log	5.7647	294	1.0059	0.5245	1.0059	1.0029
No log	5.8039	296	0.8694	0.5757	0.8694	0.9324
No log	5.8431	298	0.7980	0.5982	0.7980	0.8933
No log	5.8824	300	0.7748	0.6557	0.7748	0.8803
No log	5.9216	302	0.7762	0.6816	0.7762	0.8810
No log	5.9608	304	0.7984	0.6073	0.7984	0.8935
No log	6.0	306	0.8756	0.5594	0.8756	0.9357
No log	6.0392	308	0.9967	0.5335	0.9967	0.9984
No log	6.0784	310	1.0017	0.5346	1.0017	1.0008
No log	6.1176	312	0.8679	0.5170	0.8679	0.9316
No log	6.1569	314	0.8162	0.5201	0.8162	0.9034
No log	6.1961	316	0.8270	0.5201	0.8270	0.9094
No log	6.2353	318	0.8053	0.4846	0.8053	0.8974
No log	6.2745	320	0.7824	0.4794	0.7824	0.8845
No log	6.3137	322	0.7853	0.5168	0.7853	0.8862
No log	6.3529	324	0.7902	0.5601	0.7902	0.8890
No log	6.3922	326	0.7747	0.5523	0.7747	0.8802
No log	6.4314	328	0.7720	0.5548	0.7720	0.8786
No log	6.4706	330	0.7711	0.5961	0.7711	0.8781
No log	6.5098	332	0.7731	0.5621	0.7731	0.8793
No log	6.5490	334	0.8483	0.4842	0.8483	0.9210
No log	6.5882	336	0.9628	0.5398	0.9628	0.9812
No log	6.6275	338	0.9592	0.5052	0.9592	0.9794
No log	6.6667	340	0.9983	0.4733	0.9983	0.9991
No log	6.7059	342	0.9913	0.4436	0.9913	0.9956
No log	6.7451	344	0.9334	0.4479	0.9334	0.9661
No log	6.7843	346	0.8926	0.4400	0.8926	0.9448
No log	6.8235	348	0.8496	0.4673	0.8496	0.9217
No log	6.8627	350	0.7975	0.5177	0.7975	0.8930
No log	6.9020	352	0.8264	0.5332	0.8264	0.9091
No log	6.9412	354	0.8413	0.5709	0.8413	0.9172
No log	6.9804	356	0.8258	0.5709	0.8258	0.9087
No log	7.0196	358	0.8788	0.6	0.8788	0.9374
No log	7.0588	360	0.8834	0.6139	0.8834	0.9399
No log	7.0980	362	0.7964	0.6178	0.7964	0.8924
No log	7.1373	364	0.7500	0.5833	0.7500	0.8660
No log	7.1765	366	0.7678	0.6388	0.7678	0.8762
No log	7.2157	368	0.7642	0.6128	0.7642	0.8742
No log	7.2549	370	0.7892	0.5949	0.7892	0.8883
No log	7.2941	372	0.9632	0.5765	0.9632	0.9814
No log	7.3333	374	1.1287	0.5271	1.1287	1.0624
No log	7.3725	376	1.0714	0.5363	1.0714	1.0351
No log	7.4118	378	0.9238	0.5276	0.9238	0.9611
No log	7.4510	380	0.8365	0.5515	0.8365	0.9146
No log	7.4902	382	0.8457	0.5149	0.8457	0.9196
No log	7.5294	384	0.9361	0.5626	0.9361	0.9675
No log	7.5686	386	1.1156	0.5617	1.1156	1.0562
No log	7.6078	388	1.2095	0.5862	1.2095	1.0998
No log	7.6471	390	1.1635	0.5862	1.1635	1.0787
No log	7.6863	392	1.0264	0.5978	1.0264	1.0131
No log	7.7255	394	0.9012	0.5864	0.9012	0.9493
No log	7.7647	396	0.8866	0.5458	0.8866	0.9416
No log	7.8039	398	0.9110	0.4951	0.9110	0.9545
No log	7.8431	400	0.9342	0.5436	0.9342	0.9666
No log	7.8824	402	0.9201	0.5931	0.9201	0.9592
No log	7.9216	404	0.8467	0.5985	0.8467	0.9202
No log	7.9608	406	0.7841	0.5922	0.7841	0.8855
No log	8.0	408	0.7872	0.5790	0.7872	0.8872
No log	8.0392	410	0.7940	0.5790	0.7940	0.8911
No log	8.0784	412	0.8007	0.5790	0.8007	0.8948
No log	8.1176	414	0.8269	0.6001	0.8269	0.9093
No log	8.1569	416	0.7830	0.5844	0.7830	0.8849
No log	8.1961	418	0.7706	0.6313	0.7706	0.8778
No log	8.2353	420	0.7689	0.5993	0.7689	0.8769
No log	8.2745	422	0.7723	0.6461	0.7723	0.8788
No log	8.3137	424	0.7986	0.5942	0.7986	0.8937
No log	8.3529	426	0.7844	0.6179	0.7844	0.8856
No log	8.3922	428	0.7748	0.5993	0.7748	0.8803
No log	8.4314	430	0.7717	0.5719	0.7717	0.8784
No log	8.4706	432	0.7600	0.5885	0.7600	0.8718
No log	8.5098	434	0.7997	0.5671	0.7997	0.8943
No log	8.5490	436	0.8416	0.5478	0.8416	0.9174
No log	8.5882	438	0.8665	0.5691	0.8665	0.9308
No log	8.6275	440	0.8329	0.5536	0.8329	0.9127
No log	8.6667	442	0.8335	0.5636	0.8335	0.9130
No log	8.7059	444	0.8287	0.5736	0.8287	0.9104
No log	8.7451	446	0.8856	0.5572	0.8856	0.9410
No log	8.7843	448	0.9924	0.5414	0.9924	0.9962
No log	8.8235	450	1.0408	0.5260	1.0408	1.0202
No log	8.8627	452	0.9752	0.5358	0.9752	0.9875
No log	8.9020	454	0.8405	0.4868	0.8405	0.9168
No log	8.9412	456	0.7845	0.5635	0.7845	0.8857
No log	8.9804	458	0.7784	0.5695	0.7784	0.8822
No log	9.0196	460	0.8117	0.5155	0.8117	0.9009
No log	9.0588	462	0.8818	0.5515	0.8818	0.9390
No log	9.0980	464	0.8346	0.5601	0.8346	0.9136
No log	9.1373	466	0.7776	0.6098	0.7776	0.8818
No log	9.1765	468	0.7702	0.6237	0.7702	0.8776
No log	9.2157	470	0.7708	0.6237	0.7708	0.8779
No log	9.2549	472	0.8094	0.5704	0.8094	0.8997
No log	9.2941	474	0.8871	0.5050	0.8871	0.9419
No log	9.3333	476	0.9262	0.5232	0.9262	0.9624
No log	9.3725	478	0.8666	0.5420	0.8666	0.9309
No log	9.4118	480	0.8133	0.5827	0.8133	0.9018
No log	9.4510	482	0.8051	0.5451	0.8051	0.8973
No log	9.4902	484	0.8353	0.5621	0.8353	0.9139
No log	9.5294	486	0.8750	0.5589	0.8750	0.9354
No log	9.5686	488	0.9348	0.5872	0.9348	0.9668
No log	9.6078	490	1.0278	0.5625	1.0278	1.0138
No log	9.6471	492	1.0859	0.5351	1.0859	1.0420
No log	9.6863	494	1.0584	0.5025	1.0584	1.0288
No log	9.7255	496	0.9856	0.4372	0.9856	0.9928
No log	9.7647	498	0.9620	0.4607	0.9620	0.9808
0.3453	9.8039	500	0.9764	0.4583	0.9764	0.9881
0.3453	9.8431	502	1.0435	0.3982	1.0435	1.0215
0.3453	9.8824	504	1.0632	0.3863	1.0632	1.0311
0.3453	9.9216	506	0.9970	0.4304	0.9970	0.9985
0.3453	9.9608	508	0.9121	0.4479	0.9121	0.9550
0.3453	10.0	510	0.8738	0.5094	0.8738	0.9348
0.3453	10.0392	512	0.8266	0.5287	0.8266	0.9092
0.3453	10.0784	514	0.7808	0.5548	0.7808	0.8836
0.3453	10.1176	516	0.7634	0.5596	0.7634	0.8737
0.3453	10.1569	518	0.7610	0.5386	0.7610	0.8724
0.3453	10.1961	520	0.7999	0.4774	0.7999	0.8944
0.3453	10.2353	522	0.8540	0.4833	0.8540	0.9241
0.3453	10.2745	524	0.8961	0.4771	0.8961	0.9466
0.3453	10.3137	526	0.8749	0.4501	0.8749	0.9354
0.3453	10.3529	528	0.8327	0.4775	0.8327	0.9125
0.3453	10.3922	530	0.8204	0.5042	0.8204	0.9057
0.3453	10.4314	532	0.7997	0.5269	0.7997	0.8942
0.3453	10.4706	534	0.7552	0.6119	0.7552	0.8690
0.3453	10.5098	536	0.7356	0.6348	0.7356	0.8577
0.3453	10.5490	538	0.7328	0.6348	0.7328	0.8561
0.3453	10.5882	540	0.7453	0.5937	0.7453	0.8633
0.3453	10.6275	542	0.8345	0.5557	0.8345	0.9135
0.3453	10.6667	544	0.9253	0.4846	0.9253	0.9620
0.3453	10.7059	546	0.9436	0.4645	0.9436	0.9714
0.3453	10.7451	548	0.9708	0.4898	0.9708	0.9853
0.3453	10.7843	550	0.9742	0.4724	0.9742	0.9870
0.3453	10.8235	552	0.9476	0.5233	0.9476	0.9734
0.3453	10.8627	554	0.9065	0.5250	0.9065	0.9521
0.3453	10.9020	556	0.9127	0.5250	0.9127	0.9554
0.3453	10.9412	558	0.9496	0.4841	0.9496	0.9745
0.3453	10.9804	560	1.0208	0.5002	1.0208	1.0104
0.3453	11.0196	562	1.0931	0.5015	1.0931	1.0455
0.3453	11.0588	564	1.0155	0.5306	1.0155	1.0077
0.3453	11.0980	566	0.8798	0.5315	0.8798	0.9380
0.3453	11.1373	568	0.8234	0.5218	0.8234	0.9074
0.3453	11.1765	570	0.8145	0.54	0.8145	0.9025
0.3453	11.2157	572	0.8259	0.5160	0.8259	0.9088
0.3453	11.2549	574	0.8196	0.5266	0.8196	0.9053
0.3453	11.2941	576	0.8415	0.5232	0.8415	0.9173
0.3453	11.3333	578	0.8606	0.5216	0.8606	0.9277
0.3453	11.3725	580	0.8818	0.5495	0.8818	0.9391
0.3453	11.4118	582	0.8719	0.5263	0.8719	0.9337
0.3453	11.4510	584	0.8466	0.5682	0.8466	0.9201
0.3453	11.4902	586	0.8256	0.5887	0.8256	0.9086
0.3453	11.5294	588	0.8027	0.6120	0.8027	0.8959
0.3453	11.5686	590	0.8071	0.5914	0.8071	0.8984
0.3453	11.6078	592	0.8244	0.5125	0.8244	0.9080
0.3453	11.6471	594	0.8441	0.5028	0.8441	0.9187
0.3453	11.6863	596	0.8965	0.5322	0.8965	0.9468
0.3453	11.7255	598	0.8832	0.5322	0.8832	0.9398
0.3453	11.7647	600	0.8790	0.5241	0.8790	0.9375
0.3453	11.8039	602	0.8776	0.5328	0.8776	0.9368
0.3453	11.8431	604	0.8408	0.5431	0.8408	0.9170
0.3453	11.8824	606	0.7827	0.6481	0.7827	0.8847
0.3453	11.9216	608	0.7630	0.6605	0.7630	0.8735
0.3453	11.9608	610	0.7762	0.6681	0.7762	0.8810
0.3453	12.0	612	0.7904	0.6681	0.7904	0.8891
0.3453	12.0392	614	0.8046	0.6438	0.8046	0.8970
0.3453	12.0784	616	0.8283	0.5846	0.8283	0.9101
0.3453	12.1176	618	0.8560	0.5614	0.8560	0.9252
0.3453	12.1569	620	0.9130	0.5014	0.9130	0.9555
0.3453	12.1961	622	0.9450	0.4866	0.9450	0.9721
0.3453	12.2353	624	0.9133	0.4830	0.9133	0.9557
0.3453	12.2745	626	0.8853	0.4444	0.8853	0.9409
0.3453	12.3137	628	0.8415	0.5294	0.8415	0.9173
0.3453	12.3529	630	0.8028	0.5227	0.8028	0.8960
0.3453	12.3922	632	0.8058	0.5135	0.8058	0.8976
0.3453	12.4314	634	0.8572	0.4975	0.8572	0.9259
0.3453	12.4706	636	0.9629	0.5260	0.9629	0.9813
0.3453	12.5098	638	0.9730	0.5026	0.9730	0.9864
0.3453	12.5490	640	0.9065	0.5224	0.9065	0.9521
0.3453	12.5882	642	0.8490	0.5414	0.8490	0.9214
0.3453	12.6275	644	0.8192	0.5026	0.8192	0.9051
0.3453	12.6667	646	0.8322	0.5028	0.8322	0.9122
0.3453	12.7059	648	0.8474	0.5028	0.8474	0.9205
0.3453	12.7451	650	0.8960	0.4552	0.8960	0.9466
0.3453	12.7843	652	0.9784	0.4414	0.9784	0.9892
0.3453	12.8235	654	0.9915	0.4784	0.9915	0.9958
0.3453	12.8627	656	0.9167	0.5052	0.9167	0.9574
0.3453	12.9020	658	0.8814	0.5240	0.8814	0.9388
0.3453	12.9412	660	0.8685	0.5240	0.8685	0.9320
0.3453	12.9804	662	0.8243	0.5614	0.8243	0.9079
0.3453	13.0196	664	0.7992	0.5458	0.7992	0.8940
0.3453	13.0588	666	0.7775	0.5708	0.7775	0.8818
0.3453	13.0980	668	0.7608	0.5562	0.7608	0.8722
0.3453	13.1373	670	0.7640	0.5562	0.7640	0.8741
0.3453	13.1765	672	0.7682	0.5185	0.7682	0.8765
0.3453	13.2157	674	0.7475	0.5411	0.7475	0.8646
0.3453	13.2549	676	0.7622	0.5731	0.7622	0.8730
0.3453	13.2941	678	0.8187	0.5390	0.8187	0.9048
0.3453	13.3333	680	0.9012	0.5145	0.9012	0.9493
0.3453	13.3725	682	0.9713	0.5347	0.9713	0.9855
0.3453	13.4118	684	0.9633	0.5347	0.9633	0.9815
0.3453	13.4510	686	1.0276	0.5230	1.0276	1.0137
0.3453	13.4902	688	1.0332	0.5230	1.0332	1.0164
0.3453	13.5294	690	0.9520	0.5347	0.9520	0.9757
0.3453	13.5686	692	0.8507	0.5614	0.8507	0.9224
0.3453	13.6078	694	0.8102	0.5682	0.8102	0.9001
0.3453	13.6471	696	0.7829	0.6020	0.7829	0.8848
0.3453	13.6863	698	0.7564	0.5988	0.7564	0.8697
0.3453	13.7255	700	0.7333	0.5880	0.7333	0.8563
0.3453	13.7647	702	0.7385	0.6159	0.7385	0.8594
0.3453	13.8039	704	0.7568	0.6324	0.7568	0.8699
0.3453	13.8431	706	0.7812	0.6430	0.7812	0.8838
0.3453	13.8824	708	0.8345	0.5893	0.8345	0.9135
0.3453	13.9216	710	0.8679	0.5427	0.8679	0.9316
0.3453	13.9608	712	0.8526	0.5427	0.8526	0.9233
0.3453	14.0	714	0.8169	0.5577	0.8169	0.9038
0.3453	14.0392	716	0.7791	0.5876	0.7791	0.8827
0.3453	14.0784	718	0.7351	0.6208	0.7351	0.8574
0.3453	14.1176	720	0.7375	0.6142	0.7375	0.8588
0.3453	14.1569	722	0.7272	0.5983	0.7272	0.8527
0.3453	14.1961	724	0.6986	0.5847	0.6986	0.8358
0.3453	14.2353	726	0.6975	0.5847	0.6975	0.8351
0.3453	14.2745	728	0.6960	0.5983	0.6960	0.8343
0.3453	14.3137	730	0.7044	0.5975	0.7044	0.8393
0.3453	14.3529	732	0.7344	0.5578	0.7344	0.8570
0.3453	14.3922	734	0.8148	0.6052	0.8148	0.9026
0.3453	14.4314	736	0.8441	0.5996	0.8441	0.9187
0.3453	14.4706	738	0.7903	0.6052	0.7903	0.8890
0.3453	14.5098	740	0.7533	0.5763	0.7533	0.8679
0.3453	14.5490	742	0.7180	0.6385	0.7180	0.8473
0.3453	14.5882	744	0.7390	0.5876	0.7390	0.8597
0.3453	14.6275	746	0.7979	0.5592	0.7979	0.8932
0.3453	14.6667	748	0.8103	0.5592	0.8103	0.9002
0.3453	14.7059	750	0.7522	0.6481	0.7522	0.8673
0.3453	14.7451	752	0.7044	0.6098	0.7044	0.8393
0.3453	14.7843	754	0.7209	0.6110	0.7209	0.8490
0.3453	14.8235	756	0.7383	0.6208	0.7383	0.8592
0.3453	14.8627	758	0.8224	0.6277	0.8224	0.9069
0.3453	14.9020	760	0.8771	0.6274	0.8771	0.9365
0.3453	14.9412	762	0.8539	0.6474	0.8539	0.9241
0.3453	14.9804	764	0.7700	0.6049	0.7700	0.8775
0.3453	15.0196	766	0.7230	0.5370	0.7230	0.8503
0.3453	15.0588	768	0.7276	0.5706	0.7276	0.8530
0.3453	15.0980	770	0.7664	0.6020	0.7664	0.8754
0.3453	15.1373	772	0.8463	0.6330	0.8463	0.9199
0.3453	15.1765	774	0.9049	0.5798	0.9049	0.9513
0.3453	15.2157	776	0.8915	0.5801	0.8915	0.9442
0.3453	15.2549	778	0.8330	0.6174	0.8330	0.9127
0.3453	15.2941	780	0.8017	0.5962	0.8017	0.8954
0.3453	15.3333	782	0.8012	0.5962	0.8012	0.8951
0.3453	15.3725	784	0.8341	0.5827	0.8341	0.9133
0.3453	15.4118	786	0.9156	0.6083	0.9156	0.9569
0.3453	15.4510	788	0.9203	0.5703	0.9203	0.9593
0.3453	15.4902	790	0.8446	0.6061	0.8446	0.9190
0.3453	15.5294	792	0.7406	0.6162	0.7406	0.8606
0.3453	15.5686	794	0.6856	0.5862	0.6856	0.8280
0.3453	15.6078	796	0.6818	0.5892	0.6818	0.8257
0.3453	15.6471	798	0.6901	0.5862	0.6901	0.8307
0.3453	15.6863	800	0.7281	0.5920	0.7281	0.8533
0.3453	15.7255	802	0.7905	0.6282	0.7905	0.8891
0.3453	15.7647	804	0.8886	0.6219	0.8886	0.9427
0.3453	15.8039	806	0.9150	0.5988	0.9150	0.9565
0.3453	15.8431	808	0.8859	0.6151	0.8859	0.9412
0.3453	15.8824	810	0.8521	0.6008	0.8521	0.9231
0.3453	15.9216	812	0.8247	0.5493	0.8247	0.9082
0.3453	15.9608	814	0.8011	0.5339	0.8011	0.8950
0.3453	16.0	816	0.7855	0.5359	0.7855	0.8863
0.3453	16.0392	818	0.7679	0.5359	0.7679	0.8763
0.3453	16.0784	820	0.7833	0.5871	0.7833	0.8850
0.3453	16.1176	822	0.8699	0.6092	0.8699	0.9327
0.3453	16.1569	824	0.9277	0.5722	0.9277	0.9632
0.3453	16.1961	826	0.8892	0.5888	0.8892	0.9430
0.3453	16.2353	828	0.7899	0.6269	0.7899	0.8888
0.3453	16.2745	830	0.7194	0.6833	0.7194	0.8482
0.3453	16.3137	832	0.7076	0.6257	0.7076	0.8412
0.3453	16.3529	834	0.7192	0.6507	0.7192	0.8481
0.3453	16.3922	836	0.7982	0.5580	0.7982	0.8934
0.3453	16.4314	838	0.8579	0.6034	0.8579	0.9262
0.3453	16.4706	840	0.8476	0.6269	0.8476	0.9206
0.3453	16.5098	842	0.8242	0.6121	0.8242	0.9079
0.3453	16.5490	844	0.8042	0.5996	0.8042	0.8968
0.3453	16.5882	846	0.8083	0.5996	0.8083	0.8990
0.3453	16.6275	848	0.8189	0.6049	0.8189	0.9049
0.3453	16.6667	850	0.8434	0.6170	0.8434	0.9184
0.3453	16.7059	852	0.8452	0.6091	0.8452	0.9193
0.3453	16.7451	854	0.8334	0.6091	0.8334	0.9129
0.3453	16.7843	856	0.8186	0.6282	0.8186	0.9048
0.3453	16.8235	858	0.7830	0.6162	0.7830	0.8849
0.3453	16.8627	860	0.7801	0.5660	0.7801	0.8832
0.3453	16.9020	862	0.7709	0.5876	0.7709	0.8780
0.3453	16.9412	864	0.7589	0.5954	0.7589	0.8711
0.3453	16.9804	866	0.7548	0.5954	0.7548	0.8688
0.3453	17.0196	868	0.7717	0.6111	0.7717	0.8785
0.3453	17.0588	870	0.7747	0.5789	0.7747	0.8802
0.3453	17.0980	872	0.7421	0.6390	0.7421	0.8615
0.3453	17.1373	874	0.7357	0.6197	0.7357	0.8577
0.3453	17.1765	876	0.7312	0.6471	0.7312	0.8551
0.3453	17.2157	878	0.7406	0.6455	0.7406	0.8606
0.3453	17.2549	880	0.7653	0.6269	0.7653	0.8748
0.3453	17.2941	882	0.8004	0.6053	0.8004	0.8946
0.3453	17.3333	884	0.8408	0.6001	0.8408	0.9170
0.3453	17.3725	886	0.8967	0.5957	0.8967	0.9469
0.3453	17.4118	888	0.8948	0.6042	0.8948	0.9459
0.3453	17.4510	890	0.8654	0.6067	0.8654	0.9303
0.3453	17.4902	892	0.8319	0.6120	0.8319	0.9121
0.3453	17.5294	894	0.7890	0.6040	0.7890	0.8883
0.3453	17.5686	896	0.7787	0.5779	0.7787	0.8824
0.3453	17.6078	898	0.7910	0.5541	0.7910	0.8894
0.3453	17.6471	900	0.8014	0.6049	0.8014	0.8952
0.3453	17.6863	902	0.8096	0.5965	0.8096	0.8998
0.3453	17.7255	904	0.8127	0.6111	0.8127	0.9015
0.3453	17.7647	906	0.7840	0.6062	0.7840	0.8854
0.3453	17.8039	908	0.7832	0.6091	0.7832	0.8850
0.3453	17.8431	910	0.7738	0.5940	0.7738	0.8797
0.3453	17.8824	912	0.7618	0.5784	0.7618	0.8728
0.3453	17.9216	914	0.7648	0.5940	0.7648	0.8745
0.3453	17.9608	916	0.7528	0.6069	0.7528	0.8676
0.3453	18.0	918	0.7323	0.5942	0.7323	0.8558
0.3453	18.0392	920	0.7316	0.6171	0.7316	0.8553
0.3453	18.0784	922	0.7418	0.6171	0.7418	0.8613
0.3453	18.1176	924	0.8019	0.6062	0.8019	0.8955
0.3453	18.1569	926	0.8768	0.5913	0.8768	0.9364
0.3453	18.1961	928	0.9298	0.6195	0.9298	0.9643
0.3453	18.2353	930	0.9116	0.5899	0.9116	0.9548
0.3453	18.2745	932	0.8606	0.5258	0.8606	0.9277
0.3453	18.3137	934	0.8220	0.4954	0.8220	0.9066
0.3453	18.3529	936	0.8267	0.5060	0.8267	0.9092
0.3453	18.3922	938	0.8491	0.4783	0.8491	0.9215
0.3453	18.4314	940	0.8758	0.4761	0.8758	0.9359
0.3453	18.4706	942	0.9245	0.5809	0.9245	0.9615
0.3453	18.5098	944	0.9585	0.6035	0.9585	0.9790
0.3453	18.5490	946	0.9293	0.5681	0.9293	0.9640
0.3453	18.5882	948	0.8305	0.6064	0.8305	0.9113
0.3453	18.6275	950	0.7421	0.6121	0.7421	0.8615
0.3453	18.6667	952	0.6927	0.6573	0.6927	0.8323
0.3453	18.7059	954	0.6776	0.6054	0.6776	0.8231
0.3453	18.7451	956	0.6877	0.6142	0.6877	0.8293
0.3453	18.7843	958	0.7326	0.6079	0.7326	0.8559
0.3453	18.8235	960	0.7822	0.6047	0.7822	0.8844
0.3453	18.8627	962	0.7831	0.5353	0.7831	0.8850
0.3453	18.9020	964	0.7764	0.5077	0.7764	0.8812
0.3453	18.9412	966	0.7925	0.5094	0.7925	0.8902
0.3453	18.9804	968	0.8262	0.5171	0.8262	0.9090
0.3453	19.0196	970	0.8689	0.4772	0.8689	0.9322
0.3453	19.0588	972	0.8806	0.4772	0.8806	0.9384
0.3453	19.0980	974	0.8963	0.4545	0.8963	0.9468
0.3453	19.1373	976	0.8453	0.4986	0.8453	0.9194
0.3453	19.1765	978	0.7785	0.5211	0.7785	0.8823
0.3453	19.2157	980	0.7492	0.5432	0.7492	0.8656
0.3453	19.2549	982	0.7300	0.5432	0.7300	0.8544
0.3453	19.2941	984	0.7206	0.5432	0.7206	0.8489
0.3453	19.3333	986	0.7308	0.5411	0.7308	0.8549
0.3453	19.3725	988	0.7619	0.5865	0.7619	0.8728
0.3453	19.4118	990	0.7603	0.6301	0.7603	0.8720
0.3453	19.4510	992	0.7298	0.5988	0.7298	0.8543
0.3453	19.4902	994	0.7064	0.6151	0.7064	0.8405
0.3453	19.5294	996	0.7070	0.6257	0.7070	0.8408
0.3453	19.5686	998	0.7133	0.6184	0.7133	0.8446
0.0643	19.6078	1000	0.7284	0.6009	0.7284	0.8535
0.0643	19.6471	1002	0.7501	0.6447	0.7501	0.8661
0.0643	19.6863	1004	0.8048	0.6352	0.8048	0.8971
0.0643	19.7255	1006	0.8434	0.6430	0.8434	0.9184
0.0643	19.7647	1008	0.8439	0.6269	0.8439	0.9187
0.0643	19.8039	1010	0.8479	0.6237	0.8479	0.9208
0.0643	19.8431	1012	0.8709	0.6379	0.8709	0.9332
0.0643	19.8824	1014	0.8819	0.6111	0.8819	0.9391
0.0643	19.9216	1016	0.8696	0.6111	0.8696	0.9325
0.0643	19.9608	1018	0.8423	0.5789	0.8423	0.9178
0.0643	20.0	1020	0.8412	0.5992	0.8412	0.9172
0.0643	20.0392	1022	0.8136	0.5992	0.8136	0.9020
0.0643	20.0784	1024	0.7745	0.5370	0.7745	0.8800
0.0643	20.1176	1026	0.7544	0.5455	0.7544	0.8686

Framework versions

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