ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task7_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: 0.5811
• Qwk: 0.5518
• Mse: 0.5811
• Rmse: 0.7623

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	0.0364	2	2.4029	-0.0262	2.4029	1.5501
No log	0.0727	4	1.1866	0.1528	1.1866	1.0893
No log	0.1091	6	0.8961	0.0949	0.8961	0.9466
No log	0.1455	8	0.7952	0.0074	0.7952	0.8918
No log	0.1818	10	0.8191	0.0927	0.8191	0.9050
No log	0.2182	12	0.8048	0.3712	0.8048	0.8971
No log	0.2545	14	0.7705	0.0966	0.7705	0.8778
No log	0.2909	16	0.7556	0.0	0.7556	0.8692
No log	0.3273	18	0.8559	0.0053	0.8559	0.9252
No log	0.3636	20	0.9626	0.1318	0.9626	0.9811
No log	0.4	22	0.8679	0.0570	0.8679	0.9316
No log	0.4364	24	0.8126	-0.0831	0.8126	0.9014
No log	0.4727	26	0.9200	0.0392	0.9200	0.9592
No log	0.5091	28	0.7694	0.1498	0.7694	0.8772
No log	0.5455	30	0.7785	0.1863	0.7785	0.8823
No log	0.5818	32	0.7855	0.1561	0.7855	0.8863
No log	0.6182	34	0.8000	-0.0027	0.8000	0.8945
No log	0.6545	36	0.8557	0.0	0.8557	0.9251
No log	0.6909	38	0.9694	-0.0354	0.9694	0.9846
No log	0.7273	40	1.0524	-0.0550	1.0524	1.0258
No log	0.7636	42	1.0413	-0.0808	1.0413	1.0204
No log	0.8	44	0.9551	-0.1062	0.9551	0.9773
No log	0.8364	46	0.9150	-0.0320	0.9150	0.9565
No log	0.8727	48	0.9714	-0.0257	0.9714	0.9856
No log	0.9091	50	0.9809	-0.0288	0.9809	0.9904
No log	0.9455	52	0.8902	0.0481	0.8902	0.9435
No log	0.9818	54	0.7840	-0.0103	0.7840	0.8854
No log	1.0182	56	0.7440	0.0717	0.7440	0.8625
No log	1.0545	58	0.7668	-0.0103	0.7668	0.8757
No log	1.0909	60	0.8196	-0.0025	0.8196	0.9053
No log	1.1273	62	0.8268	-0.0025	0.8268	0.9093
No log	1.1636	64	0.8332	0.0078	0.8332	0.9128
No log	1.2	66	0.8141	0.1352	0.8141	0.9023
No log	1.2364	68	0.7472	0.0902	0.7472	0.8644
No log	1.2727	70	0.6985	0.0851	0.6985	0.8358
No log	1.3091	72	0.7007	0.1092	0.7007	0.8371
No log	1.3455	74	0.8031	0.2476	0.8031	0.8961
No log	1.3818	76	0.8325	0.2815	0.8325	0.9124
No log	1.4182	78	0.7368	0.3092	0.7368	0.8584
No log	1.4545	80	0.6983	0.0679	0.6983	0.8356
No log	1.4909	82	0.7400	0.0846	0.7400	0.8602
No log	1.5273	84	0.7477	0.0846	0.7477	0.8647
No log	1.5636	86	0.7614	0.0410	0.7614	0.8726
No log	1.6	88	0.7818	0.0846	0.7818	0.8842
No log	1.6364	90	0.8422	0.1565	0.8422	0.9177
No log	1.6727	92	0.9258	0.1185	0.9258	0.9622
No log	1.7091	94	0.9014	0.1479	0.9014	0.9494
No log	1.7455	96	0.8180	0.2771	0.8180	0.9044
No log	1.7818	98	0.7985	0.2316	0.7985	0.8936
No log	1.8182	100	0.7426	0.1232	0.7426	0.8618
No log	1.8545	102	0.7518	0.0410	0.7518	0.8671
No log	1.8909	104	0.7485	0.0410	0.7485	0.8652
No log	1.9273	106	0.6880	0.1232	0.6880	0.8294
No log	1.9636	108	0.6925	0.3072	0.6925	0.8322
No log	2.0	110	0.7218	0.2815	0.7218	0.8496
No log	2.0364	112	0.7389	0.2884	0.7389	0.8596
No log	2.0727	114	0.7517	0.1224	0.7517	0.8670
No log	2.1091	116	0.7445	0.1224	0.7445	0.8629
No log	2.1455	118	0.7222	0.0376	0.7222	0.8498
No log	2.1818	120	0.7296	0.0376	0.7296	0.8542
No log	2.2182	122	0.7194	0.0376	0.7194	0.8482
No log	2.2545	124	0.7179	-0.0076	0.7179	0.8473
No log	2.2909	126	0.7579	0.1870	0.7579	0.8706
No log	2.3273	128	0.8457	0.1801	0.8457	0.9196
No log	2.3636	130	0.9778	0.2830	0.9778	0.9888
No log	2.4	132	1.1583	0.2428	1.1583	1.0762
No log	2.4364	134	1.2716	0.2382	1.2716	1.1277
No log	2.4727	136	1.0941	0.2471	1.0941	1.0460
No log	2.5091	138	0.9268	0.3105	0.9268	0.9627
No log	2.5455	140	0.7601	0.1221	0.7601	0.8718
No log	2.5818	142	0.6688	0.3050	0.6688	0.8178
No log	2.6182	144	0.6902	0.3817	0.6902	0.8308
No log	2.6545	146	0.7037	0.3471	0.7037	0.8388
No log	2.6909	148	0.6783	0.2857	0.6783	0.8236
No log	2.7273	150	0.6637	0.2270	0.6637	0.8147
No log	2.7636	152	0.6746	0.2405	0.6746	0.8214
No log	2.8	154	0.6949	0.2336	0.6949	0.8336
No log	2.8364	156	0.6933	0.2405	0.6933	0.8327
No log	2.8727	158	0.7088	0.2405	0.7088	0.8419
No log	2.9091	160	0.6796	0.2405	0.6796	0.8244
No log	2.9455	162	0.6841	0.2751	0.6841	0.8271
No log	2.9818	164	0.7368	0.1580	0.7368	0.8584
No log	3.0182	166	0.8747	0.2552	0.8747	0.9353
No log	3.0545	168	0.8862	0.2172	0.8862	0.9414
No log	3.0909	170	0.7898	0.2609	0.7898	0.8887
No log	3.1273	172	0.7607	0.2419	0.7607	0.8722
No log	3.1636	174	0.7146	0.2813	0.7146	0.8453
No log	3.2	176	0.6641	0.3081	0.6641	0.8149
No log	3.2364	178	0.6369	0.4224	0.6369	0.7981
No log	3.2727	180	0.6671	0.3462	0.6671	0.8168
No log	3.3091	182	0.7001	0.4821	0.7001	0.8367
No log	3.3455	184	0.6711	0.4349	0.6711	0.8192
No log	3.3818	186	0.6714	0.4635	0.6714	0.8194
No log	3.4182	188	0.6506	0.3861	0.6506	0.8066
No log	3.4545	190	0.6658	0.4644	0.6658	0.8160
No log	3.4909	192	0.6971	0.4702	0.6971	0.8349
No log	3.5273	194	0.6718	0.4093	0.6718	0.8197
No log	3.5636	196	0.6675	0.3914	0.6675	0.8170
No log	3.6	198	0.6221	0.4100	0.6221	0.7887
No log	3.6364	200	0.6024	0.3523	0.6024	0.7761
No log	3.6727	202	0.6008	0.3675	0.6008	0.7751
No log	3.7091	204	0.5985	0.3945	0.5985	0.7736
No log	3.7455	206	0.6014	0.4234	0.6014	0.7755
No log	3.7818	208	0.6143	0.4260	0.6143	0.7838
No log	3.8182	210	0.6454	0.4625	0.6454	0.8034
No log	3.8545	212	0.6316	0.4408	0.6316	0.7947
No log	3.8909	214	0.6014	0.4356	0.6014	0.7755
No log	3.9273	216	0.6157	0.4211	0.6157	0.7847
No log	3.9636	218	0.6583	0.4997	0.6583	0.8114
No log	4.0	220	0.6423	0.5127	0.6423	0.8014
No log	4.0364	222	0.6046	0.4504	0.6046	0.7776
No log	4.0727	224	0.6127	0.4845	0.6127	0.7827
No log	4.1091	226	0.6889	0.4646	0.6889	0.8300
No log	4.1455	228	0.6812	0.4665	0.6812	0.8253
No log	4.1818	230	0.6088	0.4292	0.6088	0.7803
No log	4.2182	232	0.5865	0.4217	0.5865	0.7658
No log	4.2545	234	0.5889	0.4337	0.5889	0.7674
No log	4.2909	236	0.6161	0.4534	0.6161	0.7849
No log	4.3273	238	0.6220	0.4534	0.6220	0.7887
No log	4.3636	240	0.6335	0.4157	0.6335	0.7959
No log	4.4	242	0.6565	0.4186	0.6565	0.8102
No log	4.4364	244	0.6517	0.4662	0.6517	0.8072
No log	4.4727	246	0.6345	0.5050	0.6345	0.7965
No log	4.5091	248	0.6448	0.4692	0.6448	0.8030
No log	4.5455	250	0.7356	0.4585	0.7356	0.8577
No log	4.5818	252	0.7362	0.4470	0.7362	0.8580
No log	4.6182	254	0.6529	0.4939	0.6529	0.8080
No log	4.6545	256	0.6093	0.4955	0.6093	0.7806
No log	4.6909	258	0.6379	0.3775	0.6379	0.7987
No log	4.7273	260	0.6827	0.4887	0.6827	0.8262
No log	4.7636	262	0.6270	0.4135	0.6270	0.7918
No log	4.8	264	0.5952	0.4581	0.5952	0.7715
No log	4.8364	266	0.6395	0.5513	0.6395	0.7997
No log	4.8727	268	0.6243	0.5779	0.6243	0.7901
No log	4.9091	270	0.5559	0.4866	0.5559	0.7456
No log	4.9455	272	0.5771	0.4448	0.5771	0.7597
No log	4.9818	274	0.5863	0.4186	0.5863	0.7657
No log	5.0182	276	0.5543	0.4953	0.5543	0.7445
No log	5.0545	278	0.5814	0.4595	0.5814	0.7625
No log	5.0909	280	0.5915	0.5065	0.5915	0.7691
No log	5.1273	282	0.5741	0.4869	0.5741	0.7577
No log	5.1636	284	0.5623	0.3964	0.5623	0.7499
No log	5.2	286	0.5797	0.4413	0.5797	0.7614
No log	5.2364	288	0.5806	0.4864	0.5806	0.7619
No log	5.2727	290	0.5912	0.4928	0.5912	0.7689
No log	5.3091	292	0.6112	0.4824	0.6112	0.7818
No log	5.3455	294	0.6258	0.5144	0.6258	0.7911
No log	5.3818	296	0.5925	0.4756	0.5925	0.7697
No log	5.4182	298	0.5678	0.4471	0.5678	0.7535
No log	5.4545	300	0.5942	0.3183	0.5942	0.7708
No log	5.4909	302	0.6219	0.2558	0.6219	0.7886
No log	5.5273	304	0.6014	0.3324	0.6014	0.7755
No log	5.5636	306	0.5879	0.4161	0.5879	0.7667
No log	5.6	308	0.5775	0.4338	0.5775	0.7599
No log	5.6364	310	0.5700	0.4878	0.5700	0.7550
No log	5.6727	312	0.5641	0.4059	0.5641	0.7511
No log	5.7091	314	0.5648	0.4059	0.5648	0.7515
No log	5.7455	316	0.5793	0.5075	0.5793	0.7611
No log	5.7818	318	0.5998	0.5483	0.5998	0.7745
No log	5.8182	320	0.6726	0.4477	0.6726	0.8201
No log	5.8545	322	0.7038	0.4444	0.7038	0.8389
No log	5.8909	324	0.6705	0.4778	0.6705	0.8188
No log	5.9273	326	0.6069	0.5649	0.6069	0.7791
No log	5.9636	328	0.5822	0.4838	0.5822	0.7630
No log	6.0	330	0.6088	0.5157	0.6088	0.7802
No log	6.0364	332	0.6226	0.5157	0.6226	0.7891
No log	6.0727	334	0.6106	0.4662	0.6106	0.7814
No log	6.1091	336	0.6001	0.4601	0.6001	0.7747
No log	6.1455	338	0.5766	0.4377	0.5766	0.7593
No log	6.1818	340	0.5768	0.4300	0.5768	0.7595
No log	6.2182	342	0.5776	0.4397	0.5776	0.7600
No log	6.2545	344	0.5824	0.4838	0.5824	0.7632
No log	6.2909	346	0.6155	0.4336	0.6155	0.7845
No log	6.3273	348	0.6231	0.4234	0.6231	0.7893
No log	6.3636	350	0.6042	0.4639	0.6042	0.7773
No log	6.4	352	0.6034	0.4703	0.6034	0.7768
No log	6.4364	354	0.6040	0.4703	0.6040	0.7772
No log	6.4727	356	0.5919	0.4949	0.5919	0.7693
No log	6.5091	358	0.5874	0.4819	0.5874	0.7664
No log	6.5455	360	0.6274	0.5561	0.6274	0.7921
No log	6.5818	362	0.6855	0.5208	0.6855	0.8280
No log	6.6182	364	0.6475	0.5595	0.6475	0.8047
No log	6.6545	366	0.5852	0.5477	0.5852	0.7650
No log	6.6909	368	0.5753	0.5840	0.5753	0.7585
No log	6.7273	370	0.5612	0.6210	0.5612	0.7491
No log	6.7636	372	0.5475	0.5549	0.5475	0.7399
No log	6.8	374	0.5515	0.5428	0.5515	0.7426
No log	6.8364	376	0.5748	0.4951	0.5748	0.7582
No log	6.8727	378	0.5785	0.5395	0.5785	0.7606
No log	6.9091	380	0.5447	0.4866	0.5447	0.7381
No log	6.9455	382	0.5744	0.5144	0.5744	0.7579
No log	6.9818	384	0.5994	0.4952	0.5994	0.7742
No log	7.0182	386	0.6426	0.4952	0.6426	0.8017
No log	7.0545	388	0.6215	0.4952	0.6215	0.7884
No log	7.0909	390	0.5787	0.4677	0.5787	0.7607
No log	7.1273	392	0.5636	0.5061	0.5636	0.7507
No log	7.1636	394	0.5613	0.4504	0.5613	0.7492
No log	7.2	396	0.5844	0.4562	0.5844	0.7645
No log	7.2364	398	0.5796	0.4644	0.5796	0.7613
No log	7.2727	400	0.5571	0.5050	0.5571	0.7464
No log	7.3091	402	0.5615	0.5109	0.5615	0.7494
No log	7.3455	404	0.5571	0.4924	0.5571	0.7464
No log	7.3818	406	0.5730	0.5009	0.5730	0.7569
No log	7.4182	408	0.6481	0.4459	0.6481	0.8050
No log	7.4545	410	0.6648	0.4926	0.6648	0.8153
No log	7.4909	412	0.6598	0.4986	0.6598	0.8123
No log	7.5273	414	0.5982	0.5357	0.5982	0.7734
No log	7.5636	416	0.5822	0.4719	0.5822	0.7630
No log	7.6	418	0.5805	0.4719	0.5805	0.7619
No log	7.6364	420	0.6093	0.4517	0.6093	0.7806
No log	7.6727	422	0.6613	0.4892	0.6613	0.8132
No log	7.7091	424	0.6596	0.4892	0.6596	0.8121
No log	7.7455	426	0.6195	0.4813	0.6195	0.7871
No log	7.7818	428	0.6260	0.5237	0.6260	0.7912
No log	7.8182	430	0.6521	0.5237	0.6521	0.8075
No log	7.8545	432	0.6580	0.5120	0.6580	0.8111
No log	7.8909	434	0.6651	0.5090	0.6651	0.8155
No log	7.9273	436	0.5995	0.4710	0.5995	0.7742
No log	7.9636	438	0.5681	0.5357	0.5681	0.7537
No log	8.0	440	0.5611	0.5021	0.5611	0.7491
No log	8.0364	442	0.5624	0.5089	0.5624	0.7499
No log	8.0727	444	0.5638	0.5089	0.5638	0.7509
No log	8.1091	446	0.5660	0.5323	0.5660	0.7524
No log	8.1455	448	0.5761	0.5517	0.5761	0.7590
No log	8.1818	450	0.5830	0.5272	0.5830	0.7635
No log	8.2182	452	0.5870	0.5272	0.5870	0.7661
No log	8.2545	454	0.5938	0.4458	0.5938	0.7706
No log	8.2909	456	0.5904	0.4848	0.5904	0.7684
No log	8.3273	458	0.5780	0.4898	0.5780	0.7603
No log	8.3636	460	0.5739	0.5353	0.5739	0.7575
No log	8.4	462	0.5685	0.5288	0.5685	0.7540
No log	8.4364	464	0.5693	0.4932	0.5693	0.7545
No log	8.4727	466	0.5889	0.5055	0.5889	0.7674
No log	8.5091	468	0.5858	0.5055	0.5858	0.7654
No log	8.5455	470	0.5632	0.5054	0.5632	0.7505
No log	8.5818	472	0.5663	0.5134	0.5663	0.7525
No log	8.6182	474	0.5816	0.5368	0.5816	0.7626
No log	8.6545	476	0.5726	0.5244	0.5726	0.7567
No log	8.6909	478	0.5827	0.5563	0.5827	0.7633
No log	8.7273	480	0.6348	0.4933	0.6348	0.7967
No log	8.7636	482	0.7713	0.5242	0.7713	0.8783
No log	8.8	484	0.8418	0.4023	0.8418	0.9175
No log	8.8364	486	0.7576	0.4809	0.7576	0.8704
No log	8.8727	488	0.6150	0.5421	0.6150	0.7842
No log	8.9091	490	0.5690	0.4681	0.5690	0.7543
No log	8.9455	492	0.6172	0.3918	0.6172	0.7856
No log	8.9818	494	0.6527	0.3789	0.6527	0.8079
No log	9.0182	496	0.6587	0.3789	0.6587	0.8116
No log	9.0545	498	0.6443	0.3629	0.6443	0.8027
0.3485	9.0909	500	0.6309	0.2852	0.6309	0.7943
0.3485	9.1273	502	0.6162	0.3502	0.6162	0.7850
0.3485	9.1636	504	0.6088	0.4596	0.6088	0.7802
0.3485	9.2	506	0.6026	0.4788	0.6026	0.7763
0.3485	9.2364	508	0.6478	0.4652	0.6478	0.8049
0.3485	9.2727	510	0.6865	0.4545	0.6865	0.8286
0.3485	9.3091	512	0.6881	0.4756	0.6881	0.8295
0.3485	9.3455	514	0.6451	0.5106	0.6451	0.8032
0.3485	9.3818	516	0.5930	0.4972	0.5930	0.7700
0.3485	9.4182	518	0.5874	0.5003	0.5874	0.7664
0.3485	9.4545	520	0.6158	0.4356	0.6158	0.7847
0.3485	9.4909	522	0.6151	0.3425	0.6151	0.7843
0.3485	9.5273	524	0.5975	0.3425	0.5975	0.7730
0.3485	9.5636	526	0.5910	0.2717	0.5910	0.7688
0.3485	9.6	528	0.5727	0.3183	0.5727	0.7568
0.3485	9.6364	530	0.5614	0.3964	0.5614	0.7493
0.3485	9.6727	532	0.5673	0.4918	0.5673	0.7532
0.3485	9.7091	534	0.5875	0.4960	0.5875	0.7665
0.3485	9.7455	536	0.6255	0.5106	0.6255	0.7909
0.3485	9.7818	538	0.6595	0.4477	0.6595	0.8121
0.3485	9.8182	540	0.6450	0.4723	0.6450	0.8031
0.3485	9.8545	542	0.5973	0.5074	0.5973	0.7729
0.3485	9.8909	544	0.5632	0.4942	0.5632	0.7505
0.3485	9.9273	546	0.5502	0.4809	0.5502	0.7418
0.3485	9.9636	548	0.5480	0.4809	0.5480	0.7402
0.3485	10.0	550	0.5476	0.4809	0.5476	0.7400
0.3485	10.0364	552	0.5513	0.4547	0.5513	0.7425
0.3485	10.0727	554	0.5578	0.4809	0.5578	0.7469
0.3485	10.1091	556	0.5661	0.4809	0.5661	0.7524
0.3485	10.1455	558	0.5812	0.5171	0.5812	0.7624
0.3485	10.1818	560	0.6137	0.5195	0.6137	0.7834
0.3485	10.2182	562	0.6193	0.5195	0.6193	0.7870
0.3485	10.2545	564	0.6154	0.4697	0.6154	0.7845
0.3485	10.2909	566	0.6588	0.4879	0.6588	0.8116
0.3485	10.3273	568	0.7272	0.4952	0.7272	0.8528
0.3485	10.3636	570	0.7038	0.4436	0.7038	0.8390
0.3485	10.4	572	0.6244	0.5050	0.6244	0.7902
0.3485	10.4364	574	0.5926	0.5143	0.5926	0.7698
0.3485	10.4727	576	0.6291	0.5571	0.6291	0.7932
0.3485	10.5091	578	0.6417	0.4507	0.6417	0.8011
0.3485	10.5455	580	0.6127	0.5397	0.6127	0.7828
0.3485	10.5818	582	0.6065	0.3915	0.6065	0.7788
0.3485	10.6182	584	0.6540	0.4007	0.6540	0.8087
0.3485	10.6545	586	0.7172	0.3822	0.7172	0.8469
0.3485	10.6909	588	0.7118	0.4444	0.7118	0.8437
0.3485	10.7273	590	0.6796	0.3746	0.6796	0.8244
0.3485	10.7636	592	0.6354	0.3441	0.6354	0.7971
0.3485	10.8	594	0.6094	0.3504	0.6094	0.7807
0.3485	10.8364	596	0.6082	0.3862	0.6082	0.7798
0.3485	10.8727	598	0.6113	0.5171	0.6113	0.7818
0.3485	10.9091	600	0.6132	0.5171	0.6132	0.7831
0.3485	10.9455	602	0.6022	0.4762	0.6022	0.7760
0.3485	10.9818	604	0.5982	0.5171	0.5982	0.7735
0.3485	11.0182	606	0.5962	0.3886	0.5962	0.7722
0.3485	11.0545	608	0.6060	0.4077	0.6060	0.7785
0.3485	11.0909	610	0.6209	0.3041	0.6209	0.7880
0.3485	11.1273	612	0.6342	0.3445	0.6342	0.7964
0.3485	11.1636	614	0.6442	0.4124	0.6442	0.8026
0.3485	11.2	616	0.6843	0.3368	0.6843	0.8272
0.3485	11.2364	618	0.7393	0.4057	0.7393	0.8598
0.3485	11.2727	620	0.7146	0.5339	0.7146	0.8454
0.3485	11.3091	622	0.6406	0.4254	0.6406	0.8004
0.3485	11.3455	624	0.5996	0.3658	0.5996	0.7743
0.3485	11.3818	626	0.5975	0.4915	0.5975	0.7730
0.3485	11.4182	628	0.6313	0.5090	0.6313	0.7945
0.3485	11.4545	630	0.6512	0.5106	0.6512	0.8070
0.3485	11.4909	632	0.6421	0.4952	0.6421	0.8013
0.3485	11.5273	634	0.6123	0.4960	0.6123	0.7825
0.3485	11.5636	636	0.5988	0.4190	0.5988	0.7738
0.3485	11.6	638	0.5992	0.4657	0.5992	0.7741
0.3485	11.6364	640	0.5998	0.4287	0.5998	0.7744
0.3485	11.6727	642	0.5983	0.4205	0.5983	0.7735
0.3485	11.7091	644	0.5961	0.4205	0.5961	0.7721
0.3485	11.7455	646	0.5986	0.3862	0.5986	0.7737
0.3485	11.7818	648	0.6510	0.4759	0.6510	0.8068
0.3485	11.8182	650	0.6907	0.4369	0.6907	0.8311
0.3485	11.8545	652	0.6667	0.4920	0.6667	0.8165
0.3485	11.8909	654	0.6277	0.4336	0.6277	0.7923
0.3485	11.9273	656	0.6173	0.3970	0.6173	0.7857
0.3485	11.9636	658	0.6248	0.3970	0.6248	0.7904
0.3485	12.0	660	0.6375	0.3675	0.6375	0.7985
0.3485	12.0364	662	0.6510	0.3945	0.6510	0.8069
0.3485	12.0727	664	0.6688	0.3976	0.6688	0.8178
0.3485	12.1091	666	0.6734	0.4076	0.6734	0.8206
0.3485	12.1455	668	0.6560	0.4081	0.6560	0.8099
0.3485	12.1818	670	0.6232	0.3864	0.6232	0.7895
0.3485	12.2182	672	0.5940	0.4419	0.5940	0.7707
0.3485	12.2545	674	0.5915	0.4934	0.5915	0.7691
0.3485	12.2909	676	0.5943	0.5413	0.5943	0.7709
0.3485	12.3273	678	0.6035	0.4883	0.6035	0.7768
0.3485	12.3636	680	0.5955	0.5143	0.5955	0.7717
0.3485	12.4	682	0.5845	0.4463	0.5845	0.7646
0.3485	12.4364	684	0.6006	0.4514	0.6006	0.7750
0.3485	12.4727	686	0.6081	0.4257	0.6081	0.7798
0.3485	12.5091	688	0.6127	0.4013	0.6127	0.7828
0.3485	12.5455	690	0.6005	0.4535	0.6005	0.7749
0.3485	12.5818	692	0.5942	0.4722	0.5942	0.7709
0.3485	12.6182	694	0.5977	0.5373	0.5977	0.7731
0.3485	12.6545	696	0.5947	0.4973	0.5947	0.7712
0.3485	12.6909	698	0.6049	0.4830	0.6049	0.7778
0.3485	12.7273	700	0.6247	0.4374	0.6247	0.7904
0.3485	12.7636	702	0.6217	0.4605	0.6217	0.7885
0.3485	12.8	704	0.6083	0.5047	0.6083	0.7799
0.3485	12.8364	706	0.5927	0.4495	0.5927	0.7699
0.3485	12.8727	708	0.5969	0.4928	0.5969	0.7726
0.3485	12.9091	710	0.5928	0.5201	0.5928	0.7699
0.3485	12.9455	712	0.5999	0.5047	0.5999	0.7745
0.3485	12.9818	714	0.6447	0.4845	0.6447	0.8029
0.3485	13.0182	716	0.6549	0.4845	0.6549	0.8093
0.3485	13.0545	718	0.6222	0.5072	0.6222	0.7888
0.3485	13.0909	720	0.5916	0.4640	0.5916	0.7692
0.3485	13.1273	722	0.5963	0.4343	0.5963	0.7722
0.3485	13.1636	724	0.6041	0.4486	0.6041	0.7773
0.3485	13.2	726	0.6283	0.4806	0.6283	0.7927
0.3485	13.2364	728	0.6436	0.4522	0.6436	0.8023
0.3485	13.2727	730	0.6264	0.4592	0.6264	0.7914
0.3485	13.3091	732	0.5928	0.4125	0.5928	0.7699
0.3485	13.3455	734	0.5836	0.4013	0.5836	0.7639
0.3485	13.3818	736	0.6087	0.4854	0.6087	0.7802
0.3485	13.4182	738	0.6600	0.4759	0.6600	0.8124
0.3485	13.4545	740	0.6433	0.4389	0.6433	0.8021
0.3485	13.4909	742	0.6002	0.3713	0.6002	0.7747
0.3485	13.5273	744	0.5735	0.3837	0.5735	0.7573
0.3485	13.5636	746	0.5758	0.4634	0.5758	0.7588
0.3485	13.6	748	0.5752	0.3577	0.5752	0.7584
0.3485	13.6364	750	0.5792	0.3577	0.5792	0.7611
0.3485	13.6727	752	0.5995	0.3482	0.5995	0.7743
0.3485	13.7091	754	0.6016	0.3482	0.6016	0.7756
0.3485	13.7455	756	0.5846	0.2907	0.5846	0.7646
0.3485	13.7818	758	0.5788	0.3324	0.5788	0.7608
0.3485	13.8182	760	0.5822	0.2907	0.5822	0.7630
0.3485	13.8545	762	0.5886	0.3340	0.5886	0.7672
0.3485	13.8909	764	0.5911	0.3340	0.5911	0.7688
0.3485	13.9273	766	0.6001	0.3723	0.6001	0.7747
0.3485	13.9636	768	0.6108	0.3950	0.6108	0.7816
0.3485	14.0	770	0.6001	0.3723	0.6001	0.7746
0.3485	14.0364	772	0.5860	0.3340	0.5860	0.7655
0.3485	14.0727	774	0.5871	0.3625	0.5871	0.7662
0.3485	14.1091	776	0.5834	0.3625	0.5834	0.7638
0.3485	14.1455	778	0.5797	0.3478	0.5797	0.7614
0.3485	14.1818	780	0.5872	0.3864	0.5872	0.7663
0.3485	14.2182	782	0.5991	0.4302	0.5991	0.7740
0.3485	14.2545	784	0.5902	0.4302	0.5902	0.7683
0.3485	14.2909	786	0.5728	0.4300	0.5728	0.7568
0.3485	14.3273	788	0.5824	0.5373	0.5824	0.7631
0.3485	14.3636	790	0.5858	0.5373	0.5858	0.7654
0.3485	14.4	792	0.5812	0.4738	0.5812	0.7624
0.3485	14.4364	794	0.6014	0.4532	0.6014	0.7755
0.3485	14.4727	796	0.6278	0.4065	0.6278	0.7924
0.3485	14.5091	798	0.6459	0.3930	0.6459	0.8037
0.3485	14.5455	800	0.6810	0.3930	0.6810	0.8252
0.3485	14.5818	802	0.7525	0.4556	0.7525	0.8674
0.3485	14.6182	804	0.7437	0.4556	0.7437	0.8624
0.3485	14.6545	806	0.6910	0.3930	0.6910	0.8313
0.3485	14.6909	808	0.6337	0.3656	0.6337	0.7960
0.3485	14.7273	810	0.6023	0.3762	0.6023	0.7761
0.3485	14.7636	812	0.6010	0.4137	0.6010	0.7752
0.3485	14.8	814	0.6006	0.4423	0.6006	0.7750
0.3485	14.8364	816	0.6041	0.4615	0.6041	0.7772
0.3485	14.8727	818	0.6110	0.4615	0.6110	0.7816
0.3485	14.9091	820	0.6099	0.4757	0.6099	0.7810
0.3485	14.9455	822	0.6163	0.4789	0.6163	0.7850
0.3485	14.9818	824	0.6237	0.4822	0.6237	0.7897
0.3485	15.0182	826	0.6382	0.4609	0.6382	0.7989
0.3485	15.0545	828	0.6256	0.4017	0.6256	0.7909
0.3485	15.0909	830	0.6037	0.4715	0.6037	0.7770
0.3485	15.1273	832	0.5948	0.4661	0.5948	0.7712
0.3485	15.1636	834	0.5966	0.4848	0.5966	0.7724
0.3485	15.2	836	0.5996	0.4696	0.5996	0.7744
0.3485	15.2364	838	0.6041	0.4221	0.6041	0.7772
0.3485	15.2727	840	0.6179	0.3971	0.6179	0.7861
0.3485	15.3091	842	0.6264	0.3971	0.6264	0.7915
0.3485	15.3455	844	0.6195	0.3991	0.6195	0.7871
0.3485	15.3818	846	0.6169	0.4625	0.6169	0.7854
0.3485	15.4182	848	0.6301	0.4880	0.6301	0.7938
0.3485	15.4545	850	0.6286	0.5383	0.6286	0.7928
0.3485	15.4909	852	0.6040	0.4991	0.6040	0.7772
0.3485	15.5273	854	0.5931	0.4719	0.5931	0.7701
0.3485	15.5636	856	0.6196	0.4017	0.6196	0.7872
0.3485	15.6	858	0.6644	0.3754	0.6644	0.8151
0.3485	15.6364	860	0.6842	0.3754	0.6842	0.8272
0.3485	15.6727	862	0.6564	0.3526	0.6564	0.8102
0.3485	15.7091	864	0.6196	0.3713	0.6196	0.7872
0.3485	15.7455	866	0.6156	0.4103	0.6156	0.7846
0.3485	15.7818	868	0.6393	0.3775	0.6393	0.7996
0.3485	15.8182	870	0.6695	0.3526	0.6695	0.8182
0.3485	15.8545	872	0.6982	0.4144	0.6982	0.8356
0.3485	15.8909	874	0.6722	0.3526	0.6722	0.8199
0.3485	15.9273	876	0.6508	0.4135	0.6508	0.8067
0.3485	15.9636	878	0.6311	0.3885	0.6311	0.7944
0.3485	16.0	880	0.6224	0.4475	0.6224	0.7889
0.3485	16.0364	882	0.6223	0.3837	0.6223	0.7889
0.3485	16.0727	884	0.6180	0.3144	0.6180	0.7862
0.3485	16.1091	886	0.6153	0.3677	0.6153	0.7844
0.3485	16.1455	888	0.6188	0.3677	0.6188	0.7866
0.3485	16.1818	890	0.6238	0.4505	0.6238	0.7898
0.3485	16.2182	892	0.6304	0.4240	0.6304	0.7940
0.3485	16.2545	894	0.6351	0.4402	0.6351	0.7969
0.3485	16.2909	896	0.6485	0.3762	0.6485	0.8053
0.3485	16.3273	898	0.6730	0.4251	0.6730	0.8204
0.3485	16.3636	900	0.6735	0.4539	0.6735	0.8206
0.3485	16.4	902	0.6516	0.4036	0.6516	0.8072
0.3485	16.4364	904	0.6391	0.4300	0.6391	0.7994
0.3485	16.4727	906	0.6323	0.4278	0.6323	0.7952
0.3485	16.5091	908	0.6320	0.3618	0.6320	0.7950
0.3485	16.5455	910	0.6376	0.4428	0.6376	0.7985
0.3485	16.5818	912	0.6285	0.4315	0.6285	0.7928
0.3485	16.6182	914	0.6135	0.4234	0.6135	0.7833
0.3485	16.6545	916	0.5874	0.3618	0.5874	0.7664
0.3485	16.6909	918	0.5749	0.4701	0.5749	0.7582
0.3485	16.7273	920	0.5677	0.5734	0.5677	0.7535
0.3485	16.7636	922	0.5667	0.5184	0.5667	0.7528
0.3485	16.8	924	0.5659	0.5368	0.5659	0.7523
0.3485	16.8364	926	0.5649	0.5551	0.5649	0.7516
0.3485	16.8727	928	0.5742	0.5363	0.5742	0.7577
0.3485	16.9091	930	0.5983	0.5363	0.5983	0.7735
0.3485	16.9455	932	0.5933	0.5551	0.5933	0.7703
0.3485	16.9818	934	0.5839	0.5947	0.5839	0.7641
0.3485	17.0182	936	0.5903	0.5860	0.5903	0.7683
0.3485	17.0545	938	0.5899	0.5524	0.5899	0.7680
0.3485	17.0909	940	0.5840	0.5841	0.5840	0.7642
0.3485	17.1273	942	0.5669	0.5831	0.5669	0.7529
0.3485	17.1636	944	0.5568	0.5340	0.5568	0.7462
0.3485	17.2	946	0.5625	0.4278	0.5625	0.7500
0.3485	17.2364	948	0.5675	0.4278	0.5675	0.7533
0.3485	17.2727	950	0.5735	0.4278	0.5735	0.7573
0.3485	17.3091	952	0.5709	0.4278	0.5709	0.7556
0.3485	17.3455	954	0.5693	0.5286	0.5693	0.7545
0.3485	17.3818	956	0.5811	0.5446	0.5811	0.7623
0.3485	17.4182	958	0.5925	0.5231	0.5925	0.7697
0.3485	17.4545	960	0.6035	0.5414	0.6035	0.7768
0.3485	17.4909	962	0.5988	0.4656	0.5988	0.7738
0.3485	17.5273	964	0.5971	0.4742	0.5971	0.7727
0.3485	17.5636	966	0.5921	0.4617	0.5921	0.7695
0.3485	17.6	968	0.5984	0.4278	0.5984	0.7736
0.3485	17.6364	970	0.5968	0.4377	0.5968	0.7725
0.3485	17.6727	972	0.5871	0.4278	0.5871	0.7662
0.3485	17.7091	974	0.5789	0.4475	0.5789	0.7608
0.3485	17.7455	976	0.5752	0.4801	0.5752	0.7584
0.3485	17.7818	978	0.5708	0.4866	0.5708	0.7555
0.3485	17.8182	980	0.5732	0.4535	0.5732	0.7571
0.3485	17.8545	982	0.5715	0.5107	0.5715	0.7560
0.3485	17.8909	984	0.5768	0.4885	0.5768	0.7595
0.3485	17.9273	986	0.5848	0.5244	0.5848	0.7647
0.3485	17.9636	988	0.5767	0.5334	0.5767	0.7594
0.3485	18.0	990	0.5699	0.5479	0.5699	0.7549
0.3485	18.0364	992	0.5692	0.5586	0.5692	0.7545
0.3485	18.0727	994	0.5668	0.5840	0.5668	0.7528
0.3485	18.1091	996	0.5679	0.6057	0.5679	0.7536
0.3485	18.1455	998	0.5693	0.6057	0.5693	0.7545
0.0727	18.1818	1000	0.5763	0.5692	0.5763	0.7591
0.0727	18.2182	1002	0.5881	0.5156	0.5881	0.7669
0.0727	18.2545	1004	0.5846	0.5433	0.5846	0.7646
0.0727	18.2909	1006	0.5725	0.5476	0.5725	0.7567
0.0727	18.3273	1008	0.5738	0.5269	0.5738	0.7575
0.0727	18.3636	1010	0.5811	0.5518	0.5811	0.7623

Framework versions

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