Arabic_FineTuningAraBERT_AugV4-trial2_k5_task1_organization_fold0

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: 0.9632
• Qwk: 0.8047
• Mse: 0.9632
• Rmse: 0.9814

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0189	2	5.1992	-0.0064	5.1992	2.2802
No log	0.0377	4	2.7760	0.0677	2.7760	1.6661
No log	0.0566	6	2.0551	0.0090	2.0551	1.4336
No log	0.0755	8	1.2700	0.0742	1.2700	1.1269
No log	0.0943	10	1.3452	0.4098	1.3452	1.1598
No log	0.1132	12	1.5951	0.2668	1.5951	1.2630
No log	0.1321	14	2.1452	0.1075	2.1452	1.4646
No log	0.1509	16	2.2735	0.0801	2.2735	1.5078
No log	0.1698	18	2.3286	0.0801	2.3286	1.5260
No log	0.1887	20	2.1288	0.1873	2.1288	1.4591
No log	0.2075	22	1.6785	0.1119	1.6785	1.2956
No log	0.2264	24	1.4828	0.0735	1.4828	1.2177
No log	0.2453	26	1.4627	0.0735	1.4627	1.2094
No log	0.2642	28	1.5734	0.2705	1.5734	1.2543
No log	0.2830	30	1.7241	0.1873	1.7241	1.3130
No log	0.3019	32	1.8389	0.1873	1.8389	1.3561
No log	0.3208	34	2.0235	0.1873	2.0235	1.4225
No log	0.3396	36	2.2316	0.1000	2.2316	1.4939
No log	0.3585	38	2.3550	0.1000	2.3550	1.5346
No log	0.3774	40	2.6357	0.3091	2.6357	1.6235
No log	0.3962	42	2.7168	0.3563	2.7168	1.6483
No log	0.4151	44	2.4102	0.3167	2.4102	1.5525
No log	0.4340	46	2.2386	0.3857	2.2386	1.4962
No log	0.4528	48	2.3893	0.3167	2.3893	1.5457
No log	0.4717	50	2.4855	0.2711	2.4855	1.5766
No log	0.4906	52	2.2772	0.2611	2.2772	1.5090
No log	0.5094	54	2.0156	0.1873	2.0156	1.4197
No log	0.5283	56	1.7197	0.2145	1.7197	1.3114
No log	0.5472	58	1.5862	0.3050	1.5862	1.2595
No log	0.5660	60	1.4696	0.3802	1.4696	1.2123
No log	0.5849	62	1.4753	0.3802	1.4753	1.2146
No log	0.6038	64	1.6008	0.2416	1.6008	1.2652
No log	0.6226	66	1.7516	0.3274	1.7516	1.3235
No log	0.6415	68	1.9382	0.3824	1.9382	1.3922
No log	0.6604	70	1.9622	0.4783	1.9622	1.4008
No log	0.6792	72	1.9142	0.4778	1.9142	1.3836
No log	0.6981	74	1.6327	0.5449	1.6327	1.2778
No log	0.7170	76	1.5029	0.5026	1.5029	1.2259
No log	0.7358	78	1.5908	0.5449	1.5908	1.2613
No log	0.7547	80	1.5740	0.5010	1.5740	1.2546
No log	0.7736	82	1.7152	0.5010	1.7152	1.3097
No log	0.7925	84	1.8713	0.5385	1.8713	1.3680
No log	0.8113	86	1.8269	0.5563	1.8269	1.3516
No log	0.8302	88	1.5836	0.6013	1.5836	1.2584
No log	0.8491	90	1.5678	0.6013	1.5678	1.2521
No log	0.8679	92	1.7754	0.5910	1.7754	1.3325
No log	0.8868	94	1.7866	0.6219	1.7866	1.3367
No log	0.9057	96	1.5563	0.5752	1.5563	1.2475
No log	0.9245	98	1.4222	0.6623	1.4222	1.1926
No log	0.9434	100	1.5193	0.6015	1.5193	1.2326
No log	0.9623	102	1.6851	0.5589	1.6851	1.2981
No log	0.9811	104	1.7247	0.5217	1.7247	1.3133
No log	1.0	106	1.9677	0.5204	1.9677	1.4028
No log	1.0189	108	1.9583	0.5179	1.9583	1.3994
No log	1.0377	110	1.7222	0.5573	1.7222	1.3123
No log	1.0566	112	1.7072	0.5556	1.7072	1.3066
No log	1.0755	114	1.5791	0.5744	1.5791	1.2566
No log	1.0943	116	1.3884	0.5785	1.3884	1.1783
No log	1.1132	118	1.7344	0.5349	1.7344	1.3170
No log	1.1321	120	2.3330	0.4796	2.3330	1.5274
No log	1.1509	122	2.3684	0.4796	2.3684	1.5390
No log	1.1698	124	2.0533	0.4796	2.0533	1.4329
No log	1.1887	126	1.5442	0.5185	1.5442	1.2427
No log	1.2075	128	1.1073	0.6824	1.1073	1.0523
No log	1.2264	130	1.0865	0.6824	1.0865	1.0424
No log	1.2453	132	1.2821	0.6616	1.2821	1.1323
No log	1.2642	134	1.5900	0.5174	1.5900	1.2610
No log	1.2830	136	1.6983	0.5174	1.6983	1.3032
No log	1.3019	138	1.5915	0.5581	1.5915	1.2616
No log	1.3208	140	1.5703	0.6678	1.5703	1.2531
No log	1.3396	142	1.5025	0.6866	1.5025	1.2258
No log	1.3585	144	1.4106	0.6866	1.4106	1.1877
No log	1.3774	146	1.4103	0.6866	1.4103	1.1876
No log	1.3962	148	1.4598	0.6866	1.4598	1.2082
No log	1.4151	150	1.5286	0.6551	1.5286	1.2364
No log	1.4340	152	1.5067	0.6610	1.5067	1.2275
No log	1.4528	154	1.6211	0.6407	1.6211	1.2732
No log	1.4717	156	1.5524	0.6407	1.5524	1.2459
No log	1.4906	158	1.2554	0.6551	1.2554	1.1205
No log	1.5094	160	1.1337	0.6912	1.1337	1.0648
No log	1.5283	162	1.1588	0.7086	1.1588	1.0765
No log	1.5472	164	1.2207	0.7019	1.2207	1.1048
No log	1.5660	166	1.3853	0.6468	1.3853	1.1770
No log	1.5849	168	1.5885	0.6414	1.5885	1.2603
No log	1.6038	170	1.4649	0.6462	1.4649	1.2103
No log	1.6226	172	1.3691	0.6743	1.3691	1.1701
No log	1.6415	174	1.1397	0.7090	1.1397	1.0676
No log	1.6604	176	0.9829	0.7090	0.9829	0.9914
No log	1.6792	178	0.8861	0.7351	0.8861	0.9413
No log	1.6981	180	0.9208	0.7879	0.9208	0.9596
No log	1.7170	182	0.9939	0.7090	0.9939	0.9969
No log	1.7358	184	1.0764	0.7090	1.0764	1.0375
No log	1.7547	186	1.0990	0.7090	1.0990	1.0483
No log	1.7736	188	1.1753	0.7019	1.1753	1.0841
No log	1.7925	190	1.4660	0.6682	1.4660	1.2108
No log	1.8113	192	1.7881	0.5784	1.7881	1.3372
No log	1.8302	194	1.7119	0.5693	1.7119	1.3084
No log	1.8491	196	1.2922	0.7053	1.2922	1.1368
No log	1.8679	198	0.8584	0.7332	0.8584	0.9265
No log	1.8868	200	0.7637	0.7906	0.7637	0.8739
No log	1.9057	202	0.9066	0.7612	0.9066	0.9522
No log	1.9245	204	1.2662	0.6684	1.2662	1.1253
No log	1.9434	206	1.5797	0.5556	1.5797	1.2569
No log	1.9623	208	1.4711	0.5556	1.4711	1.2129
No log	1.9811	210	1.3732	0.6680	1.3732	1.1719
No log	2.0	212	1.2902	0.6680	1.2902	1.1359
No log	2.0189	214	1.2279	0.6356	1.2279	1.1081
No log	2.0377	216	1.3532	0.6161	1.3532	1.1633
No log	2.0566	218	1.5251	0.6497	1.5251	1.2350
No log	2.0755	220	1.5624	0.6497	1.5624	1.2500
No log	2.0943	222	1.3710	0.6610	1.3710	1.1709
No log	2.1132	224	1.3807	0.6610	1.3807	1.1750
No log	2.1321	226	1.5843	0.6552	1.5843	1.2587
No log	2.1509	228	1.6152	0.6115	1.6152	1.2709
No log	2.1698	230	1.4655	0.6161	1.4655	1.2106
No log	2.1887	232	1.1672	0.7305	1.1672	1.0803
No log	2.2075	234	0.8862	0.7844	0.8862	0.9414
No log	2.2264	236	0.8550	0.7729	0.8550	0.9247
No log	2.2453	238	0.9983	0.7216	0.9983	0.9991
No log	2.2642	240	1.4804	0.6115	1.4804	1.2167
No log	2.2830	242	2.0666	0.5707	2.0666	1.4376
No log	2.3019	244	2.0973	0.5707	2.0973	1.4482
No log	2.3208	246	1.7248	0.5737	1.7248	1.3133
No log	2.3396	248	1.1509	0.6866	1.1509	1.0728
No log	2.3585	250	0.9067	0.7616	0.9067	0.9522
No log	2.3774	252	0.9267	0.7616	0.9267	0.9627
No log	2.3962	254	1.1014	0.6802	1.1014	1.0495
No log	2.4151	256	1.4671	0.6388	1.4671	1.2112
No log	2.4340	258	1.9054	0.5737	1.9054	1.3803
No log	2.4528	260	1.9918	0.5737	1.9918	1.4113
No log	2.4717	262	1.8249	0.5737	1.8249	1.3509
No log	2.4906	264	1.4122	0.6545	1.4122	1.1883
No log	2.5094	266	0.9856	0.6813	0.9856	0.9928
No log	2.5283	268	0.7940	0.7172	0.7940	0.8911
No log	2.5472	270	0.7758	0.5976	0.7758	0.8808
No log	2.5660	272	0.9135	0.7346	0.9135	0.9558
No log	2.5849	274	1.0712	0.7058	1.0712	1.0350
No log	2.6038	276	1.2551	0.6977	1.2551	1.1203
No log	2.6226	278	1.4241	0.6435	1.4241	1.1934
No log	2.6415	280	1.2566	0.6563	1.2566	1.1210
No log	2.6604	282	0.9994	0.7518	0.9994	0.9997
No log	2.6792	284	0.8381	0.8120	0.8381	0.9155
No log	2.6981	286	0.8426	0.8120	0.8426	0.9180
No log	2.7170	288	0.9267	0.7518	0.9267	0.9626
No log	2.7358	290	0.9585	0.7845	0.9585	0.9790
No log	2.7547	292	1.0239	0.7845	1.0239	1.0119
No log	2.7736	294	1.1780	0.7506	1.1780	1.0854
No log	2.7925	296	1.4011	0.6552	1.4011	1.1837
No log	2.8113	298	1.3346	0.6967	1.3346	1.1553
No log	2.8302	300	1.0957	0.7815	1.0957	1.0468
No log	2.8491	302	0.9511	0.7422	0.9511	0.9753
No log	2.8679	304	0.8674	0.8019	0.8674	0.9313
No log	2.8868	306	0.8197	0.8164	0.8197	0.9054
No log	2.9057	308	0.8867	0.7696	0.8867	0.9416
No log	2.9245	310	1.0586	0.7510	1.0586	1.0289
No log	2.9434	312	1.1832	0.7427	1.1832	1.0878
No log	2.9623	314	1.4126	0.6552	1.4126	1.1885
No log	2.9811	316	1.4564	0.6552	1.4564	1.2068
No log	3.0	318	1.2669	0.6552	1.2669	1.1256
No log	3.0189	320	1.2045	0.6812	1.2045	1.0975
No log	3.0377	322	1.0579	0.7134	1.0579	1.0286
No log	3.0566	324	1.0536	0.6824	1.0536	1.0265
No log	3.0755	326	1.1010	0.6824	1.1010	1.0493
No log	3.0943	328	1.2863	0.6610	1.2863	1.1342
No log	3.1132	330	1.5994	0.5889	1.5994	1.2647
No log	3.1321	332	1.7078	0.5855	1.7078	1.3068
No log	3.1509	334	1.5075	0.6552	1.5075	1.2278
No log	3.1698	336	1.1041	0.7515	1.1041	1.0507
No log	3.1887	338	0.8012	0.8019	0.8012	0.8951
No log	3.2075	340	0.7448	0.7717	0.7448	0.8630
No log	3.2264	342	0.8625	0.8019	0.8625	0.9287
No log	3.2453	344	1.1704	0.7894	1.1704	1.0819
No log	3.2642	346	1.6215	0.5707	1.6215	1.2734
No log	3.2830	348	1.7968	0.5524	1.7968	1.3404
No log	3.3019	350	1.6280	0.6247	1.6280	1.2759
No log	3.3208	352	1.2630	0.6610	1.2630	1.1239
No log	3.3396	354	0.9294	0.7729	0.9294	0.9641
No log	3.3585	356	0.8364	0.7823	0.8364	0.9146
No log	3.3774	358	0.9296	0.7709	0.9296	0.9642
No log	3.3962	360	0.9950	0.7709	0.9950	0.9975
No log	3.4151	362	1.0933	0.6812	1.0933	1.0456
No log	3.4340	364	1.1168	0.6746	1.1168	1.0568
No log	3.4528	366	1.0235	0.7157	1.0235	1.0117
No log	3.4717	368	0.8867	0.8051	0.8867	0.9417
No log	3.4906	370	0.9042	0.8051	0.9042	0.9509
No log	3.5094	372	1.0763	0.7157	1.0763	1.0374
No log	3.5283	374	1.2473	0.6115	1.2473	1.1168
No log	3.5472	376	1.2669	0.6161	1.2669	1.1256
No log	3.5660	378	1.1516	0.6610	1.1516	1.0731
No log	3.5849	380	1.0413	0.8011	1.0413	1.0205
No log	3.6038	382	1.1223	0.6610	1.1223	1.0594
No log	3.6226	384	1.2405	0.6161	1.2405	1.1138
No log	3.6415	386	1.1389	0.7211	1.1389	1.0672
No log	3.6604	388	1.0382	0.7975	1.0382	1.0189
No log	3.6792	390	1.0666	0.7513	1.0666	1.0328
No log	3.6981	392	0.9634	0.8164	0.9634	0.9815
No log	3.7170	394	0.9713	0.7979	0.9713	0.9856
No log	3.7358	396	0.9470	0.7979	0.9470	0.9731
No log	3.7547	398	0.8471	0.8054	0.8471	0.9204
No log	3.7736	400	0.9215	0.8054	0.9215	0.9599
No log	3.7925	402	0.9940	0.7948	0.9940	0.9970
No log	3.8113	404	1.0429	0.7678	1.0429	1.0212
No log	3.8302	406	1.0202	0.8177	1.0202	1.0100
No log	3.8491	408	0.9604	0.8177	0.9604	0.9800
No log	3.8679	410	1.0670	0.7678	1.0670	1.0329
No log	3.8868	412	1.0543	0.7678	1.0543	1.0268
No log	3.9057	414	0.8500	0.8180	0.8500	0.9220
No log	3.9245	416	0.7570	0.8054	0.7570	0.8701
No log	3.9434	418	0.8041	0.7979	0.8041	0.8967
No log	3.9623	420	0.9766	0.7979	0.9766	0.9882
No log	3.9811	422	1.0706	0.7421	1.0706	1.0347
No log	4.0	424	1.2034	0.7042	1.2034	1.0970
No log	4.0189	426	1.3231	0.6610	1.3231	1.1503
No log	4.0377	428	1.2252	0.6610	1.2252	1.1069
No log	4.0566	430	1.0158	0.7305	1.0158	1.0079
No log	4.0755	432	0.9082	0.7929	0.9082	0.9530
No log	4.0943	434	0.9355	0.7929	0.9355	0.9672
No log	4.1132	436	1.1044	0.7305	1.1044	1.0509
No log	4.1321	438	1.3346	0.6610	1.3346	1.1553
No log	4.1509	440	1.4839	0.6610	1.4839	1.2182
No log	4.1698	442	1.4078	0.6610	1.4078	1.1865
No log	4.1887	444	1.1345	0.7234	1.1345	1.0651
No log	4.2075	446	0.8629	0.8183	0.8629	0.9289
No log	4.2264	448	0.7696	0.7924	0.7696	0.8773
No log	4.2453	450	0.7682	0.7835	0.7682	0.8765
No log	4.2642	452	0.8461	0.8183	0.8461	0.9198
No log	4.2830	454	1.0021	0.8235	1.0021	1.0011
No log	4.3019	456	1.1522	0.7427	1.1522	1.0734
No log	4.3208	458	1.0952	0.7842	1.0952	1.0465
No log	4.3396	460	0.9048	0.7945	0.9048	0.9512
No log	4.3585	462	0.8474	0.7875	0.8474	0.9205
No log	4.3774	464	0.9416	0.8087	0.9416	0.9703
No log	4.3962	466	0.9757	0.7810	0.9757	0.9878
No log	4.4151	468	1.0864	0.7042	1.0864	1.0423
No log	4.4340	470	1.0740	0.7042	1.0740	1.0363
No log	4.4528	472	0.9434	0.8087	0.9434	0.9713
No log	4.4717	474	0.7919	0.8054	0.7919	0.8899
No log	4.4906	476	0.8156	0.8229	0.8156	0.9031
No log	4.5094	478	1.0142	0.8235	1.0142	1.0071
No log	4.5283	480	1.1248	0.6846	1.1248	1.0606
No log	4.5472	482	0.9818	0.7945	0.9818	0.9909
No log	4.5660	484	0.7338	0.7763	0.7338	0.8566
No log	4.5849	486	0.6650	0.7692	0.6650	0.8155
No log	4.6038	488	0.7105	0.7692	0.7105	0.8429
No log	4.6226	490	0.8597	0.8161	0.8597	0.9272
No log	4.6415	492	1.1510	0.6902	1.1510	1.0729
No log	4.6604	494	1.4184	0.6552	1.4184	1.1909
No log	4.6792	496	1.4643	0.6967	1.4643	1.2101
No log	4.6981	498	1.2928	0.7042	1.2928	1.1370
0.4965	4.7170	500	1.1079	0.6610	1.1079	1.0526
0.4965	4.7358	502	0.9540	0.7516	0.9540	0.9767
0.4965	4.7547	504	0.7979	0.7879	0.7979	0.8932
0.4965	4.7736	506	0.7301	0.7704	0.7301	0.8544
0.4965	4.7925	508	0.7610	0.7704	0.7610	0.8723
0.4965	4.8113	510	0.8983	0.7948	0.8983	0.9478
0.4965	4.8302	512	1.1022	0.6912	1.1022	1.0499
0.4965	4.8491	514	1.3297	0.7042	1.3297	1.1531
0.4965	4.8679	516	1.4152	0.6967	1.4152	1.1896
0.4965	4.8868	518	1.2862	0.7042	1.2862	1.1341
0.4965	4.9057	520	1.0658	0.6934	1.0658	1.0324
0.4965	4.9245	522	0.8560	0.7797	0.8560	0.9252
0.4965	4.9434	524	0.7762	0.7704	0.7762	0.8810
0.4965	4.9623	526	0.7794	0.7704	0.7794	0.8829
0.4965	4.9811	528	0.8821	0.8229	0.8821	0.9392
0.4965	5.0	530	1.0412	0.7429	1.0412	1.0204
0.4965	5.0189	532	1.2463	0.7250	1.2463	1.1164
0.4965	5.0377	534	1.4394	0.6552	1.4394	1.1998
0.4965	5.0566	536	1.5227	0.6552	1.5227	1.2340
0.4965	5.0755	538	1.4265	0.6552	1.4265	1.1944
0.4965	5.0943	540	1.2020	0.7042	1.2020	1.0964
0.4965	5.1132	542	0.9524	0.8047	0.9524	0.9759
0.4965	5.1321	544	0.8908	0.8283	0.8908	0.9438
0.4965	5.1509	546	0.9005	0.8283	0.9005	0.9490
0.4965	5.1698	548	0.9669	0.7941	0.9669	0.9833
0.4965	5.1887	550	0.9327	0.7941	0.9327	0.9658
0.4965	5.2075	552	0.9177	0.7941	0.9177	0.9580
0.4965	5.2264	554	1.0061	0.7941	1.0061	1.0030
0.4965	5.2453	556	1.0667	0.7941	1.0667	1.0328
0.4965	5.2642	558	1.0318	0.7941	1.0318	1.0158
0.4965	5.2830	560	0.9397	0.8457	0.9397	0.9694
0.4965	5.3019	562	0.9510	0.8457	0.9510	0.9752
0.4965	5.3208	564	1.0067	0.8044	1.0067	1.0033
0.4965	5.3396	566	1.0383	0.7864	1.0383	1.0190
0.4965	5.3585	568	1.0098	0.8044	1.0098	1.0049
0.4965	5.3774	570	1.0422	0.7864	1.0422	1.0209
0.4965	5.3962	572	1.0436	0.7864	1.0436	1.0216
0.4965	5.4151	574	1.0922	0.7864	1.0922	1.0451
0.4965	5.4340	576	1.0858	0.7864	1.0858	1.0420
0.4965	5.4528	578	1.0058	0.8158	1.0058	1.0029
0.4965	5.4717	580	0.8708	0.8712	0.8708	0.9332
0.4965	5.4906	582	0.8542	0.8712	0.8542	0.9242
0.4965	5.5094	584	0.9616	0.8158	0.9616	0.9806
0.4965	5.5283	586	1.1399	0.7420	1.1399	1.0677
0.4965	5.5472	588	1.3777	0.6244	1.3777	1.1738
0.4965	5.5660	590	1.4747	0.6244	1.4747	1.2144
0.4965	5.5849	592	1.3280	0.6902	1.3280	1.1524
0.4965	5.6038	594	1.0844	0.8044	1.0844	1.0414
0.4965	5.6226	596	0.9046	0.7815	0.9046	0.9511
0.4965	5.6415	598	0.8300	0.7520	0.8300	0.9111
0.4965	5.6604	600	0.8366	0.7520	0.8366	0.9147
0.4965	5.6792	602	0.9079	0.7815	0.9079	0.9528
0.4965	5.6981	604	1.0532	0.8044	1.0532	1.0263
0.4965	5.7170	606	1.2376	0.7328	1.2376	1.1125
0.4965	5.7358	608	1.3207	0.7042	1.3207	1.1492
0.4965	5.7547	610	1.3552	0.7042	1.3552	1.1641
0.4965	5.7736	612	1.2619	0.7042	1.2619	1.1234
0.4965	5.7925	614	1.1226	0.7599	1.1226	1.0595
0.4965	5.8113	616	1.0867	0.7599	1.0867	1.0424
0.4965	5.8302	618	1.0020	0.8155	1.0020	1.0010
0.4965	5.8491	620	0.8922	0.8529	0.8922	0.9446
0.4965	5.8679	622	0.8402	0.8529	0.8402	0.9166
0.4965	5.8868	624	0.8667	0.8529	0.8667	0.9310
0.4965	5.9057	626	0.9979	0.7864	0.9979	0.9989
0.4965	5.9245	628	1.1985	0.7590	1.1985	1.0947
0.4965	5.9434	630	1.2682	0.7071	1.2682	1.1261
0.4965	5.9623	632	1.3662	0.6552	1.3662	1.1688
0.4965	5.9811	634	1.3656	0.6552	1.3656	1.1686
0.4965	6.0	636	1.2196	0.7230	1.2196	1.1043
0.4965	6.0189	638	1.0814	0.7412	1.0814	1.0399
0.4965	6.0377	640	1.0330	0.7614	1.0330	1.0164
0.4965	6.0566	642	0.9868	0.7614	0.9868	0.9934
0.4965	6.0755	644	1.0023	0.7614	1.0023	1.0011
0.4965	6.0943	646	1.1551	0.7230	1.1551	1.0747
0.4965	6.1132	648	1.3514	0.6115	1.3514	1.1625
0.4965	6.1321	650	1.4964	0.6115	1.4964	1.2233
0.4965	6.1509	652	1.5239	0.6115	1.5239	1.2344
0.4965	6.1698	654	1.4227	0.6161	1.4227	1.1928
0.4965	6.1887	656	1.2332	0.6161	1.2332	1.1105
0.4965	6.2075	658	1.1228	0.6680	1.1228	1.0596
0.4965	6.2264	660	1.1490	0.6610	1.1490	1.0719
0.4965	6.2453	662	1.2561	0.6161	1.2561	1.1208
0.4965	6.2642	664	1.4017	0.6161	1.4017	1.1839
0.4965	6.2830	666	1.4408	0.6161	1.4408	1.2003
0.4965	6.3019	668	1.4294	0.6115	1.4294	1.1956
0.4965	6.3208	670	1.4184	0.6115	1.4184	1.1910
0.4965	6.3396	672	1.2957	0.6161	1.2957	1.1383
0.4965	6.3585	674	1.1053	0.6491	1.1053	1.0514
0.4965	6.3774	676	0.9986	0.8280	0.9986	0.9993
0.4965	6.3962	678	0.9412	0.8280	0.9412	0.9702
0.4965	6.4151	680	0.9386	0.8280	0.9386	0.9688
0.4965	6.4340	682	1.0195	0.8087	1.0195	1.0097
0.4965	6.4528	684	1.0832	0.8400	1.0832	1.0408
0.4965	6.4717	686	1.0795	0.8087	1.0795	1.0390
0.4965	6.4906	688	1.0668	0.8087	1.0668	1.0329
0.4965	6.5094	690	1.0567	0.8087	1.0567	1.0279
0.4965	6.5283	692	1.0589	0.7603	1.0589	1.0290
0.4965	6.5472	694	1.1232	0.7938	1.1232	1.0598
0.4965	6.5660	696	1.2062	0.7338	1.2062	1.0983
0.4965	6.5849	698	1.2300	0.7338	1.2300	1.1090
0.4965	6.6038	700	1.1449	0.7838	1.1449	1.0700
0.4965	6.6226	702	0.9756	0.7752	0.9756	0.9877
0.4965	6.6415	704	0.8730	0.7365	0.8730	0.9344
0.4965	6.6604	706	0.7723	0.7523	0.7723	0.8788
0.4965	6.6792	708	0.7709	0.8085	0.7709	0.8780
0.4965	6.6981	710	0.8259	0.7365	0.8259	0.9088
0.4965	6.7170	712	0.9325	0.7429	0.9325	0.9656
0.4965	6.7358	714	1.0332	0.7603	1.0332	1.0165
0.4965	6.7547	716	1.0679	0.7603	1.0679	1.0334
0.4965	6.7736	718	1.0535	0.7603	1.0535	1.0264
0.4965	6.7925	720	1.0490	0.7598	1.0490	1.0242
0.4965	6.8113	722	1.0215	0.7598	1.0215	1.0107
0.4965	6.8302	724	0.9549	0.7435	0.9549	0.9772
0.4965	6.8491	726	0.8666	0.7593	0.8666	0.9309
0.4965	6.8679	728	0.8747	0.7593	0.8747	0.9352
0.4965	6.8868	730	0.9525	0.7435	0.9525	0.9760
0.4965	6.9057	732	1.0667	0.7911	1.0667	1.0328
0.4965	6.9245	734	1.1845	0.7350	1.1845	1.0884
0.4965	6.9434	736	1.1892	0.7350	1.1892	1.0905
0.4965	6.9623	738	1.1048	0.7739	1.1048	1.0511
0.4965	6.9811	740	1.0555	0.7739	1.0555	1.0274
0.4965	7.0	742	0.9865	0.7660	0.9865	0.9932
0.4965	7.0189	744	0.8574	0.7365	0.8574	0.9259
0.4965	7.0377	746	0.7940	0.7365	0.7940	0.8911
0.4965	7.0566	748	0.8072	0.7365	0.8072	0.8985
0.4965	7.0755	750	0.8453	0.7602	0.8453	0.9194
0.4965	7.0943	752	0.8651	0.7607	0.8651	0.9301
0.4965	7.1132	754	0.9655	0.7938	0.9655	0.9826
0.4965	7.1321	756	1.0610	0.7938	1.0610	1.0301
0.4965	7.1509	758	1.1449	0.7420	1.1449	1.0700
0.4965	7.1698	760	1.1142	0.7938	1.1142	1.0555
0.4965	7.1887	762	0.9925	0.7938	0.9925	0.9962
0.4965	7.2075	764	0.8791	0.8091	0.8791	0.9376
0.4965	7.2264	766	0.7461	0.8215	0.7461	0.8637
0.4965	7.2453	768	0.6912	0.7937	0.6912	0.8314
0.4965	7.2642	770	0.7038	0.7937	0.7038	0.8390
0.4965	7.2830	772	0.7725	0.8091	0.7725	0.8789
0.4965	7.3019	774	0.9126	0.7607	0.9126	0.9553
0.4965	7.3208	776	1.0847	0.7938	1.0847	1.0415
0.4965	7.3396	778	1.1627	0.7938	1.1627	1.0783
0.4965	7.3585	780	1.1207	0.7938	1.1207	1.0586
0.4965	7.3774	782	0.9933	0.7938	0.9933	0.9967
0.4965	7.3962	784	0.8477	0.7941	0.8477	0.9207
0.4965	7.4151	786	0.7766	0.8346	0.7766	0.8812
0.4965	7.4340	788	0.7705	0.8346	0.7705	0.8778
0.4965	7.4528	790	0.8213	0.7955	0.8213	0.9063
0.4965	7.4717	792	0.9435	0.7914	0.9435	0.9713
0.4965	7.4906	794	1.0275	0.7938	1.0275	1.0136
0.4965	7.5094	796	1.0239	0.7938	1.0239	1.0119
0.4965	7.5283	798	0.9426	0.7911	0.9426	0.9709
0.4965	7.5472	800	0.8537	0.7742	0.8537	0.9240
0.4965	7.5660	802	0.8284	0.7439	0.8284	0.9102
0.4965	7.5849	804	0.8646	0.7518	0.8646	0.9298
0.4965	7.6038	806	0.9159	0.7598	0.9159	0.9570
0.4965	7.6226	808	0.9466	0.7598	0.9466	0.9729
0.4965	7.6415	810	1.0004	0.7598	1.0004	1.0002
0.4965	7.6604	812	1.0714	0.7911	1.0714	1.0351
0.4965	7.6792	814	1.1542	0.7911	1.1542	1.0743
0.4965	7.6981	816	1.1707	0.6943	1.1707	1.0820
0.4965	7.7170	818	1.1072	0.7911	1.1072	1.0522
0.4965	7.7358	820	1.0010	0.7598	1.0010	1.0005
0.4965	7.7547	822	0.8978	0.7598	0.8978	0.9475
0.4965	7.7736	824	0.8316	0.7951	0.8316	0.9119
0.4965	7.7925	826	0.8215	0.7951	0.8215	0.9064
0.4965	7.8113	828	0.8505	0.7439	0.8505	0.9222
0.4965	7.8302	830	0.9276	0.7681	0.9276	0.9631
0.4965	7.8491	832	1.0348	0.7911	1.0348	1.0173
0.4965	7.8679	834	1.1551	0.6902	1.1551	1.0747
0.4965	7.8868	836	1.2481	0.6902	1.2481	1.1172
0.4965	7.9057	838	1.2775	0.6902	1.2775	1.1303
0.4965	7.9245	840	1.2238	0.6902	1.2238	1.1063
0.4965	7.9434	842	1.1324	0.7420	1.1324	1.0641
0.4965	7.9623	844	1.0244	0.7938	1.0244	1.0121
0.4965	7.9811	846	0.9489	0.7789	0.9489	0.9741
0.4965	8.0	848	0.8868	0.7789	0.8868	0.9417
0.4965	8.0189	850	0.8548	0.7607	0.8548	0.9246
0.4965	8.0377	852	0.8680	0.7789	0.8680	0.9317
0.4965	8.0566	854	0.8992	0.8111	0.8992	0.9482
0.4965	8.0755	856	0.9604	0.7938	0.9604	0.9800
0.4965	8.0943	858	1.0440	0.7938	1.0440	1.0217
0.4965	8.1132	860	1.0925	0.7938	1.0925	1.0452
0.4965	8.1321	862	1.1226	0.7938	1.1226	1.0595
0.4965	8.1509	864	1.1217	0.7938	1.1217	1.0591
0.4965	8.1698	866	1.0660	0.7938	1.0660	1.0325
0.4965	8.1887	868	0.9826	0.7603	0.9826	0.9913
0.4965	8.2075	870	0.9177	0.8087	0.9177	0.9580
0.4965	8.2264	872	0.8614	0.8412	0.8614	0.9281
0.4965	8.2453	874	0.8163	0.8164	0.8163	0.9035
0.4965	8.2642	876	0.7818	0.8164	0.7818	0.8842
0.4965	8.2830	878	0.7846	0.8164	0.7846	0.8858
0.4965	8.3019	880	0.8228	0.8164	0.8228	0.9071
0.4965	8.3208	882	0.8744	0.8226	0.8744	0.9351
0.4965	8.3396	884	0.9432	0.7603	0.9432	0.9712
0.4965	8.3585	886	0.9833	0.7603	0.9833	0.9916
0.4965	8.3774	888	1.0186	0.7603	1.0186	1.0092
0.4965	8.3962	890	1.0574	0.7938	1.0574	1.0283
0.4965	8.4151	892	1.0897	0.7938	1.0897	1.0439
0.4965	8.4340	894	1.0677	0.7938	1.0677	1.0333
0.4965	8.4528	896	1.0009	0.7598	1.0009	1.0005
0.4965	8.4717	898	0.9287	0.8047	0.9287	0.9637
0.4965	8.4906	900	0.8920	0.8047	0.8920	0.9445
0.4965	8.5094	902	0.8940	0.7945	0.8940	0.9455
0.4965	8.5283	904	0.9320	0.7598	0.9320	0.9654
0.4965	8.5472	906	0.9706	0.7598	0.9706	0.9852
0.4965	8.5660	908	0.9850	0.7598	0.9850	0.9925
0.4965	8.5849	910	0.9786	0.7598	0.9786	0.9892
0.4965	8.6038	912	0.9816	0.7598	0.9816	0.9907
0.4965	8.6226	914	0.9708	0.8047	0.9708	0.9853
0.4965	8.6415	916	0.9502	0.8047	0.9502	0.9748
0.4965	8.6604	918	0.9564	0.8047	0.9564	0.9780
0.4965	8.6792	920	0.9833	0.7598	0.9833	0.9916
0.4965	8.6981	922	1.0166	0.7598	1.0166	1.0083
0.4965	8.7170	924	1.0215	0.7598	1.0215	1.0107
0.4965	8.7358	926	0.9947	0.7598	0.9947	0.9974
0.4965	8.7547	928	0.9788	0.7598	0.9788	0.9894
0.4965	8.7736	930	0.9460	0.8047	0.9460	0.9726
0.4965	8.7925	932	0.9303	0.7872	0.9303	0.9645
0.4965	8.8113	934	0.9273	0.7898	0.9273	0.9630
0.4965	8.8302	936	0.9488	0.8087	0.9488	0.9741
0.4965	8.8491	938	0.9771	0.8087	0.9771	0.9885
0.4965	8.8679	940	0.9978	0.8087	0.9978	0.9989
0.4965	8.8868	942	0.9924	0.7603	0.9924	0.9962
0.4965	8.9057	944	0.9967	0.7603	0.9967	0.9983
0.4965	8.9245	946	0.9972	0.7603	0.9972	0.9986
0.4965	8.9434	948	0.9959	0.7603	0.9959	0.9979
0.4965	8.9623	950	1.0144	0.7603	1.0144	1.0072
0.4965	8.9811	952	1.0259	0.7603	1.0259	1.0129
0.4965	9.0	954	1.0250	0.7603	1.0250	1.0124
0.4965	9.0189	956	1.0067	0.7603	1.0067	1.0034
0.4965	9.0377	958	0.9950	0.7603	0.9950	0.9975
0.4965	9.0566	960	0.9768	0.8087	0.9768	0.9883
0.4965	9.0755	962	0.9694	0.8087	0.9694	0.9846
0.4965	9.0943	964	0.9681	0.7598	0.9681	0.9839
0.4965	9.1132	966	0.9654	0.7598	0.9654	0.9825
0.4965	9.1321	968	0.9758	0.7598	0.9758	0.9878
0.4965	9.1509	970	0.9838	0.7598	0.9838	0.9919
0.4965	9.1698	972	1.0001	0.7598	1.0001	1.0001
0.4965	9.1887	974	1.0044	0.7598	1.0044	1.0022
0.4965	9.2075	976	0.9920	0.7598	0.9920	0.9960
0.4965	9.2264	978	0.9782	0.7598	0.9782	0.9890
0.4965	9.2453	980	0.9577	0.7598	0.9577	0.9786
0.4965	9.2642	982	0.9363	0.8047	0.9363	0.9676
0.4965	9.2830	984	0.9043	0.7872	0.9043	0.9510
0.4965	9.3019	986	0.8919	0.7872	0.8919	0.9444
0.4965	9.3208	988	0.8786	0.7872	0.8786	0.9373
0.4965	9.3396	990	0.8552	0.8183	0.8552	0.9248
0.4965	9.3585	992	0.8399	0.8183	0.8399	0.9165
0.4965	9.3774	994	0.8418	0.8183	0.8418	0.9175
0.4965	9.3962	996	0.8434	0.8183	0.8434	0.9183
0.4965	9.4151	998	0.8457	0.8183	0.8457	0.9196
0.1109	9.4340	1000	0.8498	0.8183	0.8498	0.9218
0.1109	9.4528	1002	0.8645	0.8117	0.8645	0.9298
0.1109	9.4717	1004	0.8848	0.7872	0.8848	0.9407
0.1109	9.4906	1006	0.9046	0.7872	0.9046	0.9511
0.1109	9.5094	1008	0.9175	0.7872	0.9175	0.9579
0.1109	9.5283	1010	0.9294	0.7872	0.9294	0.9641
0.1109	9.5472	1012	0.9345	0.8047	0.9345	0.9667
0.1109	9.5660	1014	0.9305	0.7872	0.9305	0.9646
0.1109	9.5849	1016	0.9297	0.7872	0.9297	0.9642
0.1109	9.6038	1018	0.9324	0.7872	0.9324	0.9656
0.1109	9.6226	1020	0.9318	0.7872	0.9318	0.9653
0.1109	9.6415	1022	0.9347	0.7872	0.9347	0.9668
0.1109	9.6604	1024	0.9409	0.8047	0.9409	0.9700
0.1109	9.6792	1026	0.9436	0.8047	0.9436	0.9714
0.1109	9.6981	1028	0.9469	0.8047	0.9469	0.9731
0.1109	9.7170	1030	0.9541	0.8047	0.9541	0.9768
0.1109	9.7358	1032	0.9550	0.8047	0.9550	0.9773
0.1109	9.7547	1034	0.9528	0.8047	0.9528	0.9761
0.1109	9.7736	1036	0.9513	0.8047	0.9513	0.9753
0.1109	9.7925	1038	0.9507	0.8047	0.9507	0.9750
0.1109	9.8113	1040	0.9511	0.8047	0.9511	0.9753
0.1109	9.8302	1042	0.9543	0.8047	0.9543	0.9769
0.1109	9.8491	1044	0.9592	0.8047	0.9592	0.9794
0.1109	9.8679	1046	0.9628	0.8047	0.9628	0.9812
0.1109	9.8868	1048	0.9637	0.8047	0.9637	0.9817
0.1109	9.9057	1050	0.9656	0.8047	0.9656	0.9827
0.1109	9.9245	1052	0.9665	0.8047	0.9665	0.9831
0.1109	9.9434	1054	0.9658	0.8047	0.9658	0.9828
0.1109	9.9623	1056	0.9644	0.8047	0.9644	0.9820
0.1109	9.9811	1058	0.9635	0.8047	0.9635	0.9816
0.1109	10.0	1060	0.9632	0.8047	0.9632	0.9814

Framework versions

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