ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task5_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: 0.7207
• Qwk: 0.4847
• Mse: 0.7207
• Rmse: 0.8489

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	0.0690	2	4.2093	-0.0087	4.2093	2.0517
No log	0.1379	4	3.0506	-0.0089	3.0506	1.7466
No log	0.2069	6	2.2145	-0.0264	2.2145	1.4881
No log	0.2759	8	1.2738	0.1444	1.2738	1.1286
No log	0.3448	10	1.0849	0.1408	1.0849	1.0416
No log	0.4138	12	1.0723	0.1685	1.0723	1.0355
No log	0.4828	14	1.2675	0.1624	1.2675	1.1258
No log	0.5517	16	1.3089	0.1536	1.3089	1.1441
No log	0.6207	18	1.1215	0.2203	1.1215	1.0590
No log	0.6897	20	0.9812	0.3294	0.9812	0.9906
No log	0.7586	22	1.0172	0.3935	1.0172	1.0086
No log	0.8276	24	1.0019	0.3435	1.0019	1.0009
No log	0.8966	26	0.9642	0.1545	0.9642	0.9819
No log	0.9655	28	0.9517	0.1516	0.9517	0.9756
No log	1.0345	30	0.9777	0.1516	0.9777	0.9888
No log	1.1034	32	0.8983	0.2008	0.8983	0.9478
No log	1.1724	34	0.9063	0.3577	0.9063	0.9520
No log	1.2414	36	1.1562	0.3534	1.1562	1.0753
No log	1.3103	38	1.1708	0.3185	1.1708	1.0820
No log	1.3793	40	0.9924	0.3772	0.9924	0.9962
No log	1.4483	42	0.9773	0.1418	0.9773	0.9886
No log	1.5172	44	1.1067	0.0604	1.1067	1.0520
No log	1.5862	46	1.1339	0.0445	1.1339	1.0648
No log	1.6552	48	1.0950	0.1699	1.0950	1.0464
No log	1.7241	50	1.0634	0.2114	1.0634	1.0312
No log	1.7931	52	1.0246	0.2566	1.0246	1.0122
No log	1.8621	54	0.9945	0.2467	0.9945	0.9973
No log	1.9310	56	0.9659	0.3130	0.9659	0.9828
No log	2.0	58	0.9493	0.3561	0.9493	0.9743
No log	2.0690	60	0.9690	0.2236	0.9690	0.9844
No log	2.1379	62	1.0416	0.1203	1.0416	1.0206
No log	2.2069	64	1.0209	0.1233	1.0209	1.0104
No log	2.2759	66	1.0725	0.0111	1.0725	1.0356
No log	2.3448	68	1.1388	0.1009	1.1388	1.0671
No log	2.4138	70	1.2400	0.0860	1.2400	1.1136
No log	2.4828	72	1.2313	0.0926	1.2313	1.1096
No log	2.5517	74	1.0737	0.0741	1.0737	1.0362
No log	2.6207	76	0.8921	0.3678	0.8921	0.9445
No log	2.6897	78	0.8585	0.3011	0.8585	0.9266
No log	2.7586	80	0.9673	0.2226	0.9673	0.9835
No log	2.8276	82	1.2187	0.1649	1.2187	1.1040
No log	2.8966	84	1.3391	0.1294	1.3391	1.1572
No log	2.9655	86	1.2956	0.0919	1.2956	1.1382
No log	3.0345	88	1.1896	0.1233	1.1896	1.0907
No log	3.1034	90	1.0483	0.2983	1.0483	1.0239
No log	3.1724	92	1.1165	0.3538	1.1165	1.0566
No log	3.2414	94	1.1014	0.3595	1.1014	1.0495
No log	3.3103	96	0.9795	0.3686	0.9795	0.9897
No log	3.3793	98	0.9096	0.375	0.9096	0.9537
No log	3.4483	100	0.7469	0.5307	0.7469	0.8643
No log	3.5172	102	0.6460	0.6154	0.6460	0.8037
No log	3.5862	104	0.6548	0.6324	0.6548	0.8092
No log	3.6552	106	0.9389	0.4752	0.9389	0.9690
No log	3.7241	108	1.2668	0.3581	1.2668	1.1255
No log	3.7931	110	1.3174	0.3505	1.3174	1.1478
No log	3.8621	112	1.1326	0.3739	1.1326	1.0642
No log	3.9310	114	0.8883	0.5318	0.8883	0.9425
No log	4.0	116	0.7432	0.5912	0.7432	0.8621
No log	4.0690	118	0.6256	0.6422	0.6256	0.7909
No log	4.1379	120	0.5898	0.6539	0.5898	0.7680
No log	4.2069	122	0.6117	0.6137	0.6117	0.7821
No log	4.2759	124	0.6352	0.6455	0.6352	0.7970
No log	4.3448	126	0.6087	0.6849	0.6087	0.7802
No log	4.4138	128	0.5889	0.6958	0.5889	0.7674
No log	4.4828	130	0.5608	0.6996	0.5608	0.7489
No log	4.5517	132	0.5493	0.6715	0.5493	0.7412
No log	4.6207	134	0.5912	0.6588	0.5912	0.7689
No log	4.6897	136	0.7566	0.6291	0.7566	0.8698
No log	4.7586	138	0.9293	0.4969	0.9293	0.9640
No log	4.8276	140	0.9417	0.5321	0.9417	0.9704
No log	4.8966	142	0.7638	0.5279	0.7638	0.8740
No log	4.9655	144	0.7238	0.5416	0.7238	0.8507
No log	5.0345	146	0.7873	0.5579	0.7873	0.8873
No log	5.1034	148	0.9756	0.4885	0.9756	0.9877
No log	5.1724	150	1.1187	0.3544	1.1187	1.0577
No log	5.2414	152	0.9299	0.5078	0.9299	0.9643
No log	5.3103	154	0.6411	0.5400	0.6411	0.8007
No log	5.3793	156	0.6199	0.5568	0.6199	0.7873
No log	5.4483	158	0.6646	0.5614	0.6646	0.8152
No log	5.5172	160	0.5874	0.5316	0.5874	0.7664
No log	5.5862	162	0.6018	0.5927	0.6018	0.7758
No log	5.6552	164	0.7281	0.5867	0.7281	0.8533
No log	5.7241	166	0.8816	0.5908	0.8816	0.9389
No log	5.7931	168	0.8584	0.5644	0.8584	0.9265
No log	5.8621	170	0.7844	0.5561	0.7844	0.8857
No log	5.9310	172	0.7900	0.5561	0.7900	0.8888
No log	6.0	174	0.8020	0.5994	0.8020	0.8956
No log	6.0690	176	0.6995	0.5618	0.6995	0.8363
No log	6.1379	178	0.6018	0.6327	0.6018	0.7758
No log	6.2069	180	0.5715	0.5823	0.5715	0.7560
No log	6.2759	182	0.5829	0.5823	0.5829	0.7635
No log	6.3448	184	0.6064	0.6255	0.6064	0.7787
No log	6.4138	186	0.6532	0.5981	0.6532	0.8082
No log	6.4828	188	0.6931	0.5763	0.6931	0.8325
No log	6.5517	190	0.6522	0.5546	0.6522	0.8076
No log	6.6207	192	0.6426	0.5546	0.6426	0.8016
No log	6.6897	194	0.6160	0.6051	0.6160	0.7848
No log	6.7586	196	0.6057	0.5168	0.6057	0.7783
No log	6.8276	198	0.6085	0.5142	0.6085	0.7801
No log	6.8966	200	0.6750	0.6039	0.6750	0.8216
No log	6.9655	202	0.8581	0.4987	0.8581	0.9263
No log	7.0345	204	0.9295	0.4975	0.9295	0.9641
No log	7.1034	206	0.8925	0.4767	0.8925	0.9447
No log	7.1724	208	0.7461	0.5400	0.7461	0.8638
No log	7.2414	210	0.6850	0.5490	0.6850	0.8277
No log	7.3103	212	0.6968	0.5966	0.6968	0.8348
No log	7.3793	214	0.7203	0.5463	0.7203	0.8487
No log	7.4483	216	0.7927	0.4932	0.7927	0.8903
No log	7.5172	218	0.8345	0.5154	0.8345	0.9135
No log	7.5862	220	0.8211	0.4926	0.8211	0.9062
No log	7.6552	222	0.8216	0.4926	0.8216	0.9064
No log	7.7241	224	0.8125	0.4186	0.8125	0.9014
No log	7.7931	226	0.7605	0.4745	0.7605	0.8720
No log	7.8621	228	0.7402	0.5127	0.7402	0.8604
No log	7.9310	230	0.7032	0.4642	0.7032	0.8386
No log	8.0	232	0.6667	0.5142	0.6667	0.8165
No log	8.0690	234	0.6526	0.6154	0.6526	0.8078
No log	8.1379	236	0.6889	0.6300	0.6889	0.8300
No log	8.2069	238	0.7393	0.6442	0.7393	0.8598
No log	8.2759	240	0.7131	0.6442	0.7131	0.8445
No log	8.3448	242	0.5919	0.6906	0.5919	0.7694
No log	8.4138	244	0.5478	0.6219	0.5478	0.7401
No log	8.4828	246	0.5305	0.6286	0.5305	0.7284
No log	8.5517	248	0.5329	0.6425	0.5329	0.7300
No log	8.6207	250	0.5587	0.6425	0.5587	0.7474
No log	8.6897	252	0.5861	0.6043	0.5861	0.7656
No log	8.7586	254	0.6433	0.6740	0.6433	0.8021
No log	8.8276	256	0.6760	0.6240	0.6760	0.8222
No log	8.8966	258	0.6867	0.6137	0.6867	0.8287
No log	8.9655	260	0.6666	0.5146	0.6666	0.8165
No log	9.0345	262	0.6681	0.4295	0.6681	0.8174
No log	9.1034	264	0.6467	0.5359	0.6467	0.8042
No log	9.1724	266	0.6390	0.5577	0.6390	0.7993
No log	9.2414	268	0.6307	0.5359	0.6307	0.7942
No log	9.3103	270	0.6761	0.6137	0.6761	0.8223
No log	9.3793	272	0.7194	0.5912	0.7194	0.8482
No log	9.4483	274	0.6802	0.6240	0.6802	0.8248
No log	9.5172	276	0.6285	0.5688	0.6285	0.7928
No log	9.5862	278	0.5921	0.5246	0.5921	0.7695
No log	9.6552	280	0.5726	0.5710	0.5726	0.7567
No log	9.7241	282	0.5614	0.5932	0.5614	0.7493
No log	9.7931	284	0.5686	0.5905	0.5686	0.7540
No log	9.8621	286	0.5904	0.6177	0.5904	0.7684
No log	9.9310	288	0.5999	0.6361	0.5999	0.7745
No log	10.0	290	0.6096	0.6361	0.6096	0.7808
No log	10.0690	292	0.6238	0.6352	0.6238	0.7898
No log	10.1379	294	0.6447	0.6053	0.6447	0.8029
No log	10.2069	296	0.6685	0.6053	0.6685	0.8176
No log	10.2759	298	0.6373	0.5018	0.6373	0.7983
No log	10.3448	300	0.6225	0.4498	0.6225	0.7890
No log	10.4138	302	0.6176	0.5018	0.6176	0.7859
No log	10.4828	304	0.6201	0.5495	0.6201	0.7875
No log	10.5517	306	0.6485	0.6489	0.6485	0.8053
No log	10.6207	308	0.6456	0.6143	0.6456	0.8035
No log	10.6897	310	0.6696	0.5822	0.6696	0.8183
No log	10.7586	312	0.7300	0.6089	0.7300	0.8544
No log	10.8276	314	0.7162	0.6089	0.7162	0.8463
No log	10.8966	316	0.6948	0.6015	0.6948	0.8336
No log	10.9655	318	0.6826	0.6300	0.6826	0.8262
No log	11.0345	320	0.6146	0.6731	0.6146	0.7840
No log	11.1034	322	0.5740	0.5960	0.5740	0.7577
No log	11.1724	324	0.5880	0.5734	0.5880	0.7668
No log	11.2414	326	0.6137	0.5850	0.6137	0.7834
No log	11.3103	328	0.6600	0.6272	0.6600	0.8124
No log	11.3793	330	0.7150	0.5938	0.7150	0.8456
No log	11.4483	332	0.7281	0.5822	0.7281	0.8533
No log	11.5172	334	0.7822	0.5800	0.7822	0.8844
No log	11.5862	336	0.8237	0.5644	0.8237	0.9076
No log	11.6552	338	0.7642	0.6079	0.7642	0.8742
No log	11.7241	340	0.6796	0.5446	0.6796	0.8244
No log	11.7931	342	0.6378	0.5850	0.6378	0.7986
No log	11.8621	344	0.6558	0.5850	0.6558	0.8098
No log	11.9310	346	0.7338	0.5707	0.7338	0.8566
No log	12.0	348	0.9291	0.5295	0.9291	0.9639
No log	12.0690	350	0.9826	0.4542	0.9826	0.9913
No log	12.1379	352	0.8401	0.5320	0.8401	0.9165
No log	12.2069	354	0.6879	0.5953	0.6879	0.8294
No log	12.2759	356	0.6490	0.5698	0.6490	0.8056
No log	12.3448	358	0.6797	0.5516	0.6797	0.8244
No log	12.4138	360	0.7856	0.5458	0.7856	0.8864
No log	12.4828	362	0.8575	0.5	0.8575	0.9260
No log	12.5517	364	0.8013	0.5343	0.8013	0.8951
No log	12.6207	366	0.6955	0.5654	0.6955	0.8340
No log	12.6897	368	0.6663	0.5503	0.6663	0.8163
No log	12.7586	370	0.6651	0.5618	0.6651	0.8155
No log	12.8276	372	0.6961	0.5622	0.6961	0.8343
No log	12.8966	374	0.7234	0.5822	0.7234	0.8506
No log	12.9655	376	0.6790	0.6352	0.6790	0.8240
No log	13.0345	378	0.6587	0.6360	0.6587	0.8116
No log	13.1034	380	0.6486	0.6432	0.6486	0.8054
No log	13.1724	382	0.6319	0.6432	0.6319	0.7949
No log	13.2414	384	0.6112	0.6325	0.6112	0.7818
No log	13.3103	386	0.6015	0.6054	0.6015	0.7756
No log	13.3793	388	0.6139	0.6143	0.6139	0.7835
No log	13.4483	390	0.6172	0.5909	0.6172	0.7856
No log	13.5172	392	0.6119	0.5937	0.6119	0.7823
No log	13.5862	394	0.6280	0.6003	0.6280	0.7924
No log	13.6552	396	0.6774	0.5938	0.6774	0.8230
No log	13.7241	398	0.6882	0.5938	0.6882	0.8296
No log	13.7931	400	0.7283	0.6015	0.7283	0.8534
No log	13.8621	402	0.7868	0.5431	0.7868	0.8870
No log	13.9310	404	0.7636	0.5994	0.7636	0.8738
No log	14.0	406	0.7154	0.6220	0.7154	0.8458
No log	14.0690	408	0.6738	0.5964	0.6738	0.8209
No log	14.1379	410	0.6473	0.6305	0.6473	0.8045
No log	14.2069	412	0.6746	0.6042	0.6746	0.8213
No log	14.2759	414	0.7806	0.6079	0.7806	0.8835
No log	14.3448	416	0.9218	0.4751	0.9218	0.9601
No log	14.4138	418	0.9412	0.4318	0.9412	0.9702
No log	14.4828	420	0.8251	0.5333	0.8251	0.9084
No log	14.5517	422	0.7036	0.5970	0.7036	0.8388
No log	14.6207	424	0.6273	0.6176	0.6273	0.7920
No log	14.6897	426	0.6149	0.5377	0.6149	0.7842
No log	14.7586	428	0.6312	0.6176	0.6312	0.7945
No log	14.8276	430	0.6945	0.6071	0.6945	0.8334
No log	14.8966	432	0.8038	0.5567	0.8038	0.8965
No log	14.9655	434	0.8111	0.4993	0.8111	0.9006
No log	15.0345	436	0.7412	0.5811	0.7412	0.8609
No log	15.1034	438	0.7386	0.5610	0.7386	0.8594
No log	15.1724	440	0.7298	0.5642	0.7298	0.8543
No log	15.2414	442	0.7253	0.5642	0.7253	0.8517
No log	15.3103	444	0.7262	0.5305	0.7262	0.8522
No log	15.3793	446	0.7045	0.5438	0.7045	0.8393
No log	15.4483	448	0.7210	0.5645	0.7210	0.8491
No log	15.5172	450	0.7253	0.6063	0.7253	0.8516
No log	15.5862	452	0.7270	0.5645	0.7270	0.8527
No log	15.6552	454	0.7578	0.5645	0.7578	0.8705
No log	15.7241	456	0.8073	0.5833	0.8073	0.8985
No log	15.7931	458	0.8717	0.5140	0.8717	0.9337
No log	15.8621	460	0.8991	0.4135	0.8991	0.9482
No log	15.9310	462	0.8419	0.4954	0.8419	0.9175
No log	16.0	464	0.8402	0.4948	0.8402	0.9166
No log	16.0690	466	0.8835	0.4341	0.8835	0.9400
No log	16.1379	468	0.9994	0.4542	0.9994	0.9997
No log	16.2069	470	1.0430	0.4553	1.0430	1.0213
No log	16.2759	472	0.9430	0.4864	0.9430	0.9711
No log	16.3448	474	0.8186	0.5041	0.8186	0.9048
No log	16.4138	476	0.7291	0.5718	0.7291	0.8539
No log	16.4828	478	0.6681	0.5894	0.6681	0.8174
No log	16.5517	480	0.6536	0.6219	0.6536	0.8084
No log	16.6207	482	0.7003	0.6127	0.7003	0.8368
No log	16.6897	484	0.7700	0.5443	0.7700	0.8775
No log	16.7586	486	0.7460	0.5675	0.7460	0.8637
No log	16.8276	488	0.7172	0.6199	0.7172	0.8469
No log	16.8966	490	0.7051	0.6520	0.7051	0.8397
No log	16.9655	492	0.6811	0.6137	0.6811	0.8253
No log	17.0345	494	0.6874	0.6137	0.6874	0.8291
No log	17.1034	496	0.7615	0.6141	0.7615	0.8726
No log	17.1724	498	0.9172	0.4764	0.9172	0.9577
0.3012	17.2414	500	1.0314	0.4440	1.0314	1.0156
0.3012	17.3103	502	1.0064	0.4325	1.0064	1.0032
0.3012	17.3793	504	0.8840	0.4765	0.8840	0.9402
0.3012	17.4483	506	0.7799	0.5463	0.7799	0.8831
0.3012	17.5172	508	0.7354	0.5413	0.7354	0.8576
0.3012	17.5862	510	0.7545	0.5579	0.7545	0.8686
0.3012	17.6552	512	0.8012	0.5431	0.8012	0.8951
0.3012	17.7241	514	0.8324	0.5098	0.8324	0.9123
0.3012	17.7931	516	0.8109	0.5332	0.8109	0.9005
0.3012	17.8621	518	0.7352	0.5509	0.7352	0.8575
0.3012	17.9310	520	0.6737	0.6255	0.6737	0.8208
0.3012	18.0	522	0.6366	0.5734	0.6366	0.7979
0.3012	18.0690	524	0.6367	0.6003	0.6367	0.7979
0.3012	18.1379	526	0.6817	0.6262	0.6817	0.8257
0.3012	18.2069	528	0.7154	0.5902	0.7154	0.8458
0.3012	18.2759	530	0.7894	0.5655	0.7894	0.8885
0.3012	18.3448	532	0.8229	0.5644	0.8229	0.9071
0.3012	18.4138	534	0.7608	0.5610	0.7608	0.8722
0.3012	18.4828	536	0.6954	0.5751	0.6954	0.8339
0.3012	18.5517	538	0.6591	0.5346	0.6591	0.8119
0.3012	18.6207	540	0.6754	0.5883	0.6754	0.8218
0.3012	18.6897	542	0.6725	0.5883	0.6725	0.8201
0.3012	18.7586	544	0.6866	0.5534	0.6866	0.8286
0.3012	18.8276	546	0.7307	0.6099	0.7307	0.8548
0.3012	18.8966	548	0.8259	0.5821	0.8259	0.9088
0.3012	18.9655	550	0.9339	0.5283	0.9339	0.9664
0.3012	19.0345	552	0.9252	0.4751	0.9252	0.9619
0.3012	19.1034	554	0.8111	0.5745	0.8111	0.9006
0.3012	19.1724	556	0.7007	0.5610	0.7007	0.8371
0.3012	19.2414	558	0.6770	0.5872	0.6770	0.8228
0.3012	19.3103	560	0.6896	0.5835	0.6896	0.8304
0.3012	19.3793	562	0.6749	0.6071	0.6749	0.8215
0.3012	19.4483	564	0.6580	0.5858	0.6580	0.8112
0.3012	19.5172	566	0.6403	0.5833	0.6403	0.8002
0.3012	19.5862	568	0.6217	0.6291	0.6217	0.7885
0.3012	19.6552	570	0.6264	0.6102	0.6264	0.7915
0.3012	19.7241	572	0.6519	0.5964	0.6519	0.8074
0.3012	19.7931	574	0.7050	0.5707	0.7050	0.8397
0.3012	19.8621	576	0.7486	0.5475	0.7486	0.8652
0.3012	19.9310	578	0.7058	0.5707	0.7058	0.8401
0.3012	20.0	580	0.6416	0.6143	0.6416	0.8010
0.3012	20.0690	582	0.6217	0.6198	0.6217	0.7885
0.3012	20.1379	584	0.6279	0.6133	0.6279	0.7924
0.3012	20.2069	586	0.6699	0.5740	0.6699	0.8185
0.3012	20.2759	588	0.6931	0.6042	0.6931	0.8325
0.3012	20.3448	590	0.6957	0.5927	0.6957	0.8341
0.3012	20.4138	592	0.7004	0.5728	0.7004	0.8369
0.3012	20.4828	594	0.7157	0.5385	0.7157	0.8460
0.3012	20.5517	596	0.7440	0.5475	0.7440	0.8625
0.3012	20.6207	598	0.8030	0.5543	0.8030	0.8961
0.3012	20.6897	600	0.8607	0.5614	0.8607	0.9278
0.3012	20.7586	602	0.8049	0.5420	0.8049	0.8972
0.3012	20.8276	604	0.7459	0.5356	0.7459	0.8636
0.3012	20.8966	606	0.7136	0.5410	0.7136	0.8447
0.3012	20.9655	608	0.7265	0.5410	0.7265	0.8524
0.3012	21.0345	610	0.7848	0.5230	0.7848	0.8859
0.3012	21.1034	612	0.8899	0.5078	0.8899	0.9434
0.3012	21.1724	614	0.8947	0.5078	0.8947	0.9459
0.3012	21.2414	616	0.8052	0.4799	0.8052	0.8973
0.3012	21.3103	618	0.7099	0.4988	0.7099	0.8426
0.3012	21.3793	620	0.6768	0.5040	0.6768	0.8227
0.3012	21.4483	622	0.6688	0.4908	0.6688	0.8178
0.3012	21.5172	624	0.6798	0.5098	0.6798	0.8245
0.3012	21.5862	626	0.7325	0.6015	0.7325	0.8559
0.3012	21.6552	628	0.7430	0.6004	0.7430	0.8620
0.3012	21.7241	630	0.7594	0.6190	0.7594	0.8714
0.3012	21.7931	632	0.7479	0.6190	0.7479	0.8648
0.3012	21.8621	634	0.7031	0.6333	0.7031	0.8385
0.3012	21.9310	636	0.6675	0.5740	0.6675	0.8170
0.3012	22.0	638	0.6450	0.5894	0.6450	0.8031
0.3012	22.0690	640	0.6536	0.5894	0.6536	0.8085
0.3012	22.1379	642	0.6768	0.5425	0.6768	0.8227
0.3012	22.2069	644	0.7478	0.5888	0.7478	0.8648
0.3012	22.2759	646	0.8187	0.5943	0.8187	0.9048
0.3012	22.3448	648	0.8449	0.5625	0.8449	0.9192
0.3012	22.4138	650	0.7670	0.6004	0.7670	0.8758
0.3012	22.4828	652	0.7058	0.5953	0.7058	0.8401
0.3012	22.5517	654	0.7000	0.5927	0.7000	0.8366
0.3012	22.6207	656	0.7123	0.6117	0.7123	0.8440
0.3012	22.6897	658	0.7231	0.6107	0.7231	0.8503
0.3012	22.7586	660	0.7026	0.6300	0.7026	0.8382
0.3012	22.8276	662	0.7226	0.6107	0.7226	0.8500
0.3012	22.8966	664	0.7358	0.6300	0.7358	0.8578
0.3012	22.9655	666	0.7443	0.6269	0.7443	0.8627
0.3012	23.0345	668	0.7035	0.6117	0.7035	0.8388
0.3012	23.1034	670	0.6413	0.5949	0.6413	0.8008
0.3012	23.1724	672	0.6177	0.5274	0.6177	0.7859
0.3012	23.2414	674	0.6130	0.5274	0.6130	0.7829
0.3012	23.3103	676	0.6275	0.6377	0.6275	0.7922
0.3012	23.3793	678	0.6748	0.5788	0.6748	0.8215
0.3012	23.4483	680	0.6911	0.5788	0.6911	0.8313
0.3012	23.5172	682	0.7233	0.6160	0.7233	0.8505
0.3012	23.5862	684	0.7337	0.6160	0.7337	0.8566
0.3012	23.6552	686	0.7141	0.6190	0.7141	0.8450
0.3012	23.7241	688	0.6691	0.5686	0.6691	0.8180
0.3012	23.7931	690	0.6641	0.5498	0.6641	0.8149
0.3012	23.8621	692	0.6447	0.5291	0.6447	0.8029
0.3012	23.9310	694	0.6507	0.5397	0.6507	0.8067
0.3012	24.0	696	0.6551	0.6109	0.6551	0.8094
0.3012	24.0690	698	0.6973	0.6071	0.6973	0.8351
0.3012	24.1379	700	0.7014	0.6081	0.7014	0.8375
0.3012	24.2069	702	0.6519	0.6118	0.6519	0.8074
0.3012	24.2759	704	0.6230	0.6018	0.6230	0.7893
0.3012	24.3448	706	0.6370	0.6018	0.6370	0.7981
0.3012	24.4138	708	0.6689	0.6189	0.6689	0.8179
0.3012	24.4828	710	0.7014	0.5756	0.7014	0.8375
0.3012	24.5517	712	0.7040	0.5854	0.7040	0.8390
0.3012	24.6207	714	0.6963	0.5854	0.6963	0.8344
0.3012	24.6897	716	0.6702	0.6089	0.6702	0.8186
0.3012	24.7586	718	0.6897	0.6089	0.6897	0.8305
0.3012	24.8276	720	0.6814	0.6061	0.6814	0.8255
0.3012	24.8966	722	0.6731	0.6061	0.6731	0.8205
0.3012	24.9655	724	0.6746	0.6061	0.6746	0.8214
0.3012	25.0345	726	0.6463	0.6199	0.6463	0.8039
0.3012	25.1034	728	0.6406	0.6199	0.6406	0.8004
0.3012	25.1724	730	0.6280	0.6199	0.6280	0.7924
0.3012	25.2414	732	0.6068	0.6209	0.6068	0.7790
0.3012	25.3103	734	0.6047	0.6395	0.6047	0.7777
0.3012	25.3793	736	0.6096	0.6529	0.6096	0.7807
0.3012	25.4483	738	0.6327	0.6082	0.6327	0.7954
0.3012	25.5172	740	0.6515	0.6112	0.6515	0.8071
0.3012	25.5862	742	0.6637	0.6221	0.6637	0.8147
0.3012	25.6552	744	0.6734	0.6101	0.6734	0.8206
0.3012	25.7241	746	0.6969	0.6042	0.6969	0.8348
0.3012	25.7931	748	0.7109	0.5902	0.7109	0.8431
0.3012	25.8621	750	0.7109	0.6160	0.7109	0.8431
0.3012	25.9310	752	0.6548	0.5788	0.6548	0.8092
0.3012	26.0	754	0.6298	0.6249	0.6298	0.7936
0.3012	26.0690	756	0.6352	0.6249	0.6352	0.7970
0.3012	26.1379	758	0.6805	0.6278	0.6805	0.8249
0.3012	26.2069	760	0.7437	0.6160	0.7437	0.8624
0.3012	26.2759	762	0.7296	0.6344	0.7296	0.8542
0.3012	26.3448	764	0.6812	0.5810	0.6812	0.8253
0.3012	26.4138	766	0.6426	0.6092	0.6426	0.8016
0.3012	26.4828	768	0.6444	0.5246	0.6444	0.8027
0.3012	26.5517	770	0.6652	0.5774	0.6652	0.8156
0.3012	26.6207	772	0.7156	0.5953	0.7156	0.8459
0.3012	26.6897	774	0.7235	0.5927	0.7235	0.8506
0.3012	26.7586	776	0.7019	0.5927	0.7019	0.8378
0.3012	26.8276	778	0.6727	0.5810	0.6727	0.8202
0.3012	26.8966	780	0.6600	0.5923	0.6600	0.8124
0.3012	26.9655	782	0.6910	0.6287	0.6910	0.8312
0.3012	27.0345	784	0.6896	0.6287	0.6896	0.8305
0.3012	27.1034	786	0.7007	0.6287	0.7007	0.8371
0.3012	27.1724	788	0.6841	0.6109	0.6841	0.8271
0.3012	27.2414	790	0.6531	0.5923	0.6531	0.8082
0.3012	27.3103	792	0.6263	0.6325	0.6263	0.7914
0.3012	27.3793	794	0.6270	0.6133	0.6270	0.7918
0.3012	27.4483	796	0.6299	0.6133	0.6299	0.7937
0.3012	27.5172	798	0.6506	0.5552	0.6506	0.8066
0.3012	27.5862	800	0.6660	0.5763	0.6660	0.8161
0.3012	27.6552	802	0.6708	0.5552	0.6708	0.8190
0.3012	27.7241	804	0.6852	0.5763	0.6852	0.8278
0.3012	27.7931	806	0.6743	0.5442	0.6743	0.8212
0.3012	27.8621	808	0.6465	0.6014	0.6465	0.8040
0.3012	27.9310	810	0.6498	0.5666	0.6498	0.8061
0.3012	28.0	812	0.6885	0.5654	0.6885	0.8297
0.3012	28.0690	814	0.7220	0.5654	0.7220	0.8497
0.3012	28.1379	816	0.7573	0.5751	0.7573	0.8702
0.3012	28.2069	818	0.7810	0.5540	0.7810	0.8837
0.3012	28.2759	820	0.7422	0.5663	0.7422	0.8615
0.3012	28.3448	822	0.6904	0.5131	0.6904	0.8309
0.3012	28.4138	824	0.6455	0.5131	0.6455	0.8034
0.3012	28.4828	826	0.6193	0.5388	0.6193	0.7870
0.3012	28.5517	828	0.6002	0.6133	0.6002	0.7747
0.3012	28.6207	830	0.6133	0.6035	0.6133	0.7832
0.3012	28.6897	832	0.6489	0.5923	0.6489	0.8055
0.3012	28.7586	834	0.6706	0.6287	0.6706	0.8189
0.3012	28.8276	836	0.6943	0.6556	0.6943	0.8332
0.3012	28.8966	838	0.7134	0.6386	0.7134	0.8447
0.3012	28.9655	840	0.6756	0.6209	0.6756	0.8219
0.3012	29.0345	842	0.6194	0.6240	0.6194	0.7871
0.3012	29.1034	844	0.6077	0.6272	0.6077	0.7796
0.3012	29.1724	846	0.6283	0.6240	0.6283	0.7926
0.3012	29.2414	848	0.6869	0.5902	0.6869	0.8288
0.3012	29.3103	850	0.7180	0.6238	0.7180	0.8473
0.3012	29.3793	852	0.7224	0.6132	0.7224	0.8500
0.3012	29.4483	854	0.6689	0.6089	0.6689	0.8179
0.3012	29.5172	856	0.6326	0.6567	0.6326	0.7954
0.3012	29.5862	858	0.6484	0.6377	0.6484	0.8052
0.3012	29.6552	860	0.6973	0.5811	0.6973	0.8350
0.3012	29.7241	862	0.7761	0.5458	0.7761	0.8810
0.3012	29.7931	864	0.8050	0.5447	0.8050	0.8972
0.3012	29.8621	866	0.8732	0.4771	0.8732	0.9345
0.3012	29.9310	868	0.8831	0.4993	0.8831	0.9397
0.3012	30.0	870	0.8473	0.5111	0.8473	0.9205
0.3012	30.0690	872	0.8006	0.5358	0.8006	0.8947
0.3012	30.1379	874	0.7703	0.5788	0.7703	0.8777
0.3012	30.2069	876	0.6945	0.5810	0.6945	0.8334
0.3012	30.2759	878	0.6512	0.6035	0.6512	0.8070
0.3012	30.3448	880	0.6396	0.6361	0.6396	0.7997
0.3012	30.4138	882	0.6749	0.5810	0.6749	0.8215
0.3012	30.4828	884	0.7014	0.6310	0.7014	0.8375
0.3012	30.5517	886	0.7392	0.6377	0.7392	0.8598
0.3012	30.6207	888	0.7199	0.6015	0.7199	0.8485
0.3012	30.6897	890	0.6878	0.5810	0.6878	0.8294
0.3012	30.7586	892	0.6398	0.5654	0.6398	0.7999
0.3012	30.8276	894	0.6109	0.5722	0.6109	0.7816
0.3012	30.8966	896	0.6062	0.5631	0.6062	0.7786
0.3012	30.9655	898	0.6131	0.5597	0.6131	0.7830
0.3012	31.0345	900	0.6270	0.5688	0.6270	0.7918
0.3012	31.1034	902	0.6717	0.5487	0.6717	0.8196
0.3012	31.1724	904	0.7609	0.5470	0.7609	0.8723
0.3012	31.2414	906	0.7964	0.6160	0.7964	0.8924
0.3012	31.3103	908	0.7709	0.5470	0.7709	0.8780
0.3012	31.3793	910	0.7073	0.5487	0.7073	0.8410
0.3012	31.4483	912	0.6822	0.5487	0.6822	0.8260
0.3012	31.5172	914	0.6993	0.5487	0.6993	0.8362
0.3012	31.5862	916	0.7601	0.5487	0.7601	0.8718
0.3012	31.6552	918	0.8020	0.5788	0.8020	0.8956
0.3012	31.7241	920	0.7781	0.5788	0.7781	0.8821
0.3012	31.7931	922	0.7564	0.5487	0.7564	0.8697
0.3012	31.8621	924	0.7465	0.5487	0.7465	0.8640
0.3012	31.9310	926	0.7040	0.5487	0.7040	0.8390
0.3012	32.0	928	0.6568	0.5305	0.6568	0.8104
0.3012	32.0690	930	0.6493	0.5305	0.6493	0.8058
0.3012	32.1379	932	0.6697	0.5504	0.6697	0.8184
0.3012	32.2069	934	0.7381	0.5470	0.7381	0.8591
0.3012	32.2759	936	0.8007	0.5628	0.8007	0.8948
0.3012	32.3448	938	0.8280	0.5628	0.8280	0.9099
0.3012	32.4138	940	0.8451	0.5611	0.8451	0.9193
0.3012	32.4828	942	0.8101	0.5854	0.8101	0.9000
0.3012	32.5517	944	0.7719	0.5470	0.7719	0.8786
0.3012	32.6207	946	0.7677	0.5811	0.7677	0.8762
0.3012	32.6897	948	0.7326	0.5651	0.7326	0.8559
0.3012	32.7586	950	0.7249	0.5305	0.7249	0.8514
0.3012	32.8276	952	0.7111	0.4966	0.7111	0.8433
0.3012	32.8966	954	0.7094	0.5305	0.7094	0.8423
0.3012	32.9655	956	0.7259	0.5504	0.7259	0.8520
0.3012	33.0345	958	0.7370	0.5470	0.7370	0.8585
0.3012	33.1034	960	0.7480	0.5584	0.7480	0.8649
0.3012	33.1724	962	0.7394	0.5584	0.7394	0.8599
0.3012	33.2414	964	0.7117	0.5516	0.7117	0.8436
0.3012	33.3103	966	0.6734	0.5410	0.6734	0.8206
0.3012	33.3793	968	0.6460	0.5131	0.6460	0.8037
0.3012	33.4483	970	0.6492	0.4759	0.6492	0.8057
0.3012	33.5172	972	0.6756	0.4850	0.6756	0.8220
0.3012	33.5862	974	0.7092	0.5516	0.7092	0.8421
0.3012	33.6552	976	0.7045	0.5291	0.7045	0.8394
0.3012	33.7241	978	0.7110	0.5498	0.7110	0.8432
0.3012	33.7931	980	0.7410	0.5498	0.7410	0.8608
0.3012	33.8621	982	0.8326	0.5532	0.8326	0.9125
0.3012	33.9310	984	0.8587	0.5628	0.8587	0.9267
0.3012	34.0	986	0.8204	0.5532	0.8204	0.9058
0.3012	34.0690	988	0.7802	0.5466	0.7802	0.8833
0.3012	34.1379	990	0.7533	0.5498	0.7533	0.8679
0.3012	34.2069	992	0.7245	0.4873	0.7245	0.8512
0.3012	34.2759	994	0.7478	0.4378	0.7478	0.8647
0.3012	34.3448	996	0.7872	0.4858	0.7872	0.8872
0.3012	34.4138	998	0.8205	0.5183	0.8205	0.9058
0.0566	34.4828	1000	0.8028	0.5305	0.8028	0.8960
0.0566	34.5517	1002	0.7568	0.5093	0.7568	0.8700
0.0566	34.6207	1004	0.7435	0.5093	0.7435	0.8622
0.0566	34.6897	1006	0.7599	0.5602	0.7599	0.8717
0.0566	34.7586	1008	0.7715	0.5602	0.7715	0.8784
0.0566	34.8276	1010	0.7539	0.5602	0.7539	0.8683
0.0566	34.8966	1012	0.7316	0.5602	0.7316	0.8553
0.0566	34.9655	1014	0.7016	0.5622	0.7016	0.8376
0.0566	35.0345	1016	0.6930	0.5206	0.6930	0.8325
0.0566	35.1034	1018	0.6872	0.5348	0.6872	0.8290
0.0566	35.1724	1020	0.6791	0.5245	0.6791	0.8241
0.0566	35.2414	1022	0.6772	0.5377	0.6772	0.8229
0.0566	35.3103	1024	0.6732	0.5823	0.6732	0.8205
0.0566	35.3793	1026	0.6925	0.6082	0.6925	0.8321
0.0566	35.4483	1028	0.7099	0.5938	0.7099	0.8425
0.0566	35.5172	1030	0.7450	0.5385	0.7450	0.8631
0.0566	35.5862	1032	0.7730	0.5598	0.7730	0.8792
0.0566	35.6552	1034	0.7924	0.5598	0.7924	0.8902
0.0566	35.7241	1036	0.8066	0.5598	0.8066	0.8981
0.0566	35.7931	1038	0.8142	0.5253	0.8142	0.9024
0.0566	35.8621	1040	0.7939	0.5598	0.7939	0.8910
0.0566	35.9310	1042	0.8090	0.5253	0.8090	0.8995
0.0566	36.0	1044	0.8194	0.5230	0.8194	0.9052
0.0566	36.0690	1046	0.8116	0.5358	0.8116	0.9009
0.0566	36.1379	1048	0.8290	0.5344	0.8290	0.9105
0.0566	36.2069	1050	0.8225	0.5033	0.8225	0.9069
0.0566	36.2759	1052	0.8380	0.4916	0.8380	0.9154
0.0566	36.3448	1054	0.8106	0.4801	0.8106	0.9003
0.0566	36.4138	1056	0.7576	0.5400	0.7576	0.8704
0.0566	36.4828	1058	0.7110	0.5446	0.7110	0.8432
0.0566	36.5517	1060	0.7064	0.5218	0.7064	0.8405
0.0566	36.6207	1062	0.7155	0.5416	0.7155	0.8459
0.0566	36.6897	1064	0.7442	0.5385	0.7442	0.8627
0.0566	36.7586	1066	0.8089	0.4916	0.8089	0.8994
0.0566	36.8276	1068	0.8643	0.5405	0.8643	0.9297
0.0566	36.8966	1070	0.8641	0.5007	0.8641	0.9296
0.0566	36.9655	1072	0.8164	0.4921	0.8164	0.9035
0.0566	37.0345	1074	0.7570	0.5181	0.7570	0.8701
0.0566	37.1034	1076	0.7197	0.4593	0.7197	0.8483
0.0566	37.1724	1078	0.7207	0.4847	0.7207	0.8489

Framework versions

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