ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_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: 0.5880
• Qwk: 0.5540
• Mse: 0.5880
• Rmse: 0.7668

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	0.0308	2	4.0746	0.0070	4.0746	2.0186
No log	0.0615	4	2.3313	0.0618	2.3313	1.5268
No log	0.0923	6	1.3510	-0.0032	1.3510	1.1623
No log	0.1231	8	1.2137	0.1276	1.2137	1.1017
No log	0.1538	10	1.7633	-0.0233	1.7633	1.3279
No log	0.1846	12	2.3185	0.0155	2.3185	1.5227
No log	0.2154	14	1.5440	0.0635	1.5440	1.2426
No log	0.2462	16	1.0925	0.1183	1.0925	1.0453
No log	0.2769	18	1.0245	0.1576	1.0245	1.0122
No log	0.3077	20	1.0162	0.2376	1.0162	1.0081
No log	0.3385	22	1.0503	0.2524	1.0503	1.0248
No log	0.3692	24	1.0821	0.2409	1.0821	1.0402
No log	0.4	26	0.9251	0.3084	0.9251	0.9618
No log	0.4308	28	0.8395	0.4675	0.8395	0.9162
No log	0.4615	30	0.8429	0.4192	0.8429	0.9181
No log	0.4923	32	0.9184	0.3720	0.9184	0.9583
No log	0.5231	34	0.9929	0.3885	0.9929	0.9964
No log	0.5538	36	0.8724	0.5115	0.8724	0.9340
No log	0.5846	38	0.7591	0.6187	0.7591	0.8712
No log	0.6154	40	0.8097	0.5679	0.8097	0.8998
No log	0.6462	42	0.7680	0.5495	0.7680	0.8763
No log	0.6769	44	0.9646	0.4511	0.9646	0.9822
No log	0.7077	46	1.2122	0.4131	1.2122	1.1010
No log	0.7385	48	0.9585	0.4958	0.9585	0.9790
No log	0.7692	50	0.7363	0.5931	0.7363	0.8581
No log	0.8	52	0.7485	0.6570	0.7485	0.8652
No log	0.8308	54	0.7853	0.6371	0.7853	0.8862
No log	0.8615	56	0.7468	0.5607	0.7468	0.8642
No log	0.8923	58	0.8672	0.5857	0.8672	0.9312
No log	0.9231	60	1.1038	0.4272	1.1038	1.0506
No log	0.9538	62	1.0731	0.4629	1.0731	1.0359
No log	0.9846	64	0.7809	0.5759	0.7809	0.8837
No log	1.0154	66	0.6649	0.6038	0.6649	0.8154
No log	1.0462	68	0.6541	0.6110	0.6541	0.8088
No log	1.0769	70	0.6694	0.6013	0.6694	0.8182
No log	1.1077	72	0.6568	0.6241	0.6568	0.8105
No log	1.1385	74	0.6531	0.6134	0.6531	0.8081
No log	1.1692	76	0.8519	0.7007	0.8519	0.9230
No log	1.2	78	0.8448	0.6976	0.8448	0.9191
No log	1.2308	80	0.6887	0.6179	0.6887	0.8299
No log	1.2615	82	0.6439	0.6785	0.6439	0.8025
No log	1.2923	84	0.6006	0.6813	0.6006	0.7750
No log	1.3231	86	0.5389	0.6796	0.5389	0.7341
No log	1.3538	88	0.6522	0.6101	0.6522	0.8076
No log	1.3846	90	0.6090	0.6308	0.6090	0.7804
No log	1.4154	92	0.5370	0.6995	0.5370	0.7328
No log	1.4462	94	0.6840	0.6344	0.6840	0.8270
No log	1.4769	96	0.6677	0.6170	0.6677	0.8171
No log	1.5077	98	0.5549	0.6518	0.5549	0.7449
No log	1.5385	100	0.6848	0.5951	0.6848	0.8275
No log	1.5692	102	0.8326	0.5674	0.8326	0.9125
No log	1.6	104	0.7668	0.5971	0.7668	0.8757
No log	1.6308	106	0.5707	0.7224	0.5707	0.7555
No log	1.6615	108	0.5778	0.7022	0.5778	0.7601
No log	1.6923	110	0.5616	0.6921	0.5616	0.7494
No log	1.7231	112	0.5569	0.7012	0.5569	0.7463
No log	1.7538	114	0.5776	0.6976	0.5776	0.7600
No log	1.7846	116	0.5645	0.6680	0.5645	0.7513
No log	1.8154	118	0.5621	0.7005	0.5621	0.7498
No log	1.8462	120	0.5612	0.6846	0.5612	0.7491
No log	1.8769	122	0.5831	0.6581	0.5831	0.7636
No log	1.9077	124	0.5762	0.6846	0.5762	0.7591
No log	1.9385	126	0.5811	0.6626	0.5811	0.7623
No log	1.9692	128	0.5818	0.6790	0.5818	0.7627
No log	2.0	130	0.6036	0.6751	0.6036	0.7769
No log	2.0308	132	0.5655	0.6790	0.5655	0.7520
No log	2.0615	134	0.5763	0.6822	0.5763	0.7591
No log	2.0923	136	0.5764	0.6822	0.5764	0.7592
No log	2.1231	138	0.6029	0.7080	0.6029	0.7765
No log	2.1538	140	0.5962	0.6798	0.5962	0.7722
No log	2.1846	142	0.5711	0.6779	0.5711	0.7557
No log	2.2154	144	0.5724	0.6424	0.5724	0.7566
No log	2.2462	146	0.6092	0.6402	0.6092	0.7805
No log	2.2769	148	0.5992	0.6733	0.5992	0.7741
No log	2.3077	150	0.6226	0.6565	0.6226	0.7890
No log	2.3385	152	0.6276	0.6341	0.6276	0.7922
No log	2.3692	154	0.5798	0.6482	0.5798	0.7614
No log	2.4	156	0.5848	0.6685	0.5848	0.7647
No log	2.4308	158	0.5824	0.6176	0.5824	0.7631
No log	2.4615	160	0.6589	0.6449	0.6589	0.8117
No log	2.4923	162	0.6502	0.6003	0.6502	0.8064
No log	2.5231	164	0.5916	0.6414	0.5916	0.7692
No log	2.5538	166	0.6813	0.6791	0.6813	0.8254
No log	2.5846	168	0.6664	0.6864	0.6664	0.8163
No log	2.6154	170	0.5727	0.6177	0.5727	0.7568
No log	2.6462	172	0.6186	0.5876	0.6186	0.7865
No log	2.6769	174	0.6164	0.6019	0.6164	0.7851
No log	2.7077	176	0.5689	0.6301	0.5689	0.7543
No log	2.7385	178	0.7471	0.6647	0.7471	0.8643
No log	2.7692	180	0.8048	0.6538	0.8048	0.8971
No log	2.8	182	0.6118	0.6581	0.6118	0.7822
No log	2.8308	184	0.5316	0.6627	0.5316	0.7291
No log	2.8615	186	0.6153	0.6307	0.6153	0.7844
No log	2.8923	188	0.6287	0.6733	0.6287	0.7929
No log	2.9231	190	0.5776	0.6667	0.5776	0.7600
No log	2.9538	192	0.6894	0.6544	0.6894	0.8303
No log	2.9846	194	1.1365	0.5108	1.1365	1.0660
No log	3.0154	196	1.3516	0.3914	1.3516	1.1626
No log	3.0462	198	1.1699	0.4378	1.1699	1.0816
No log	3.0769	200	0.8269	0.5625	0.8269	0.9094
No log	3.1077	202	0.6362	0.6063	0.6362	0.7976
No log	3.1385	204	0.5806	0.5996	0.5806	0.7620
No log	3.1692	206	0.5847	0.6356	0.5847	0.7647
No log	3.2	208	0.6144	0.6412	0.6144	0.7838
No log	3.2308	210	0.5919	0.6347	0.5919	0.7694
No log	3.2615	212	0.5762	0.6226	0.5762	0.7591
No log	3.2923	214	0.5635	0.6614	0.5635	0.7507
No log	3.3231	216	0.5606	0.6377	0.5606	0.7487
No log	3.3538	218	0.5640	0.6377	0.5640	0.7510
No log	3.3846	220	0.5891	0.6702	0.5891	0.7675
No log	3.4154	222	0.5532	0.6935	0.5532	0.7438
No log	3.4462	224	0.5335	0.6712	0.5335	0.7304
No log	3.4769	226	0.5379	0.6045	0.5379	0.7334
No log	3.5077	228	0.5365	0.6685	0.5365	0.7324
No log	3.5385	230	0.5198	0.6680	0.5198	0.7210
No log	3.5692	232	0.5266	0.6680	0.5266	0.7257
No log	3.6	234	0.5442	0.7013	0.5442	0.7377
No log	3.6308	236	0.5498	0.6656	0.5498	0.7415
No log	3.6615	238	0.5596	0.6073	0.5596	0.7480
No log	3.6923	240	0.5864	0.6567	0.5864	0.7658
No log	3.7231	242	0.5851	0.6678	0.5851	0.7649
No log	3.7538	244	0.5773	0.6857	0.5773	0.7598
No log	3.7846	246	0.5823	0.6906	0.5823	0.7631
No log	3.8154	248	0.5700	0.6914	0.5700	0.7550
No log	3.8462	250	0.6027	0.6933	0.6027	0.7764
No log	3.8769	252	0.6422	0.6851	0.6422	0.8014
No log	3.9077	254	0.6015	0.6708	0.6015	0.7755
No log	3.9385	256	0.5856	0.6528	0.5856	0.7652
No log	3.9692	258	0.6689	0.6700	0.6689	0.8179
No log	4.0	260	0.7490	0.6368	0.7490	0.8654
No log	4.0308	262	0.7100	0.5968	0.7100	0.8426
No log	4.0615	264	0.6565	0.6210	0.6565	0.8102
No log	4.0923	266	0.6153	0.5992	0.6153	0.7844
No log	4.1231	268	0.5816	0.6396	0.5816	0.7626
No log	4.1538	270	0.6199	0.6573	0.6199	0.7873
No log	4.1846	272	0.6108	0.6512	0.6108	0.7815
No log	4.2154	274	0.5802	0.7013	0.5802	0.7617
No log	4.2462	276	0.5689	0.6813	0.5689	0.7542
No log	4.2769	278	0.5861	0.6228	0.5861	0.7656
No log	4.3077	280	0.5872	0.5485	0.5872	0.7663
No log	4.3385	282	0.5759	0.5516	0.5759	0.7589
No log	4.3692	284	0.5462	0.6437	0.5462	0.7390
No log	4.4	286	0.5410	0.6497	0.5410	0.7355
No log	4.4308	288	0.5880	0.6525	0.5880	0.7668
No log	4.4615	290	0.6271	0.6583	0.6271	0.7919
No log	4.4923	292	0.5943	0.6858	0.5943	0.7709
No log	4.5231	294	0.5707	0.6789	0.5707	0.7555
No log	4.5538	296	0.5955	0.6783	0.5955	0.7717
No log	4.5846	298	0.5899	0.6357	0.5899	0.7680
No log	4.6154	300	0.5583	0.6433	0.5583	0.7472
No log	4.6462	302	0.5696	0.6164	0.5696	0.7547
No log	4.6769	304	0.5640	0.6433	0.5640	0.7510
No log	4.7077	306	0.5821	0.6347	0.5821	0.7630
No log	4.7385	308	0.6495	0.6340	0.6495	0.8059
No log	4.7692	310	0.6647	0.6791	0.6647	0.8153
No log	4.8	312	0.6181	0.6632	0.6181	0.7862
No log	4.8308	314	0.5599	0.6084	0.5599	0.7482
No log	4.8615	316	0.5426	0.6720	0.5426	0.7366
No log	4.8923	318	0.5373	0.6959	0.5373	0.7330
No log	4.9231	320	0.5383	0.7019	0.5383	0.7337
No log	4.9538	322	0.5384	0.6846	0.5384	0.7338
No log	4.9846	324	0.5319	0.6896	0.5319	0.7293
No log	5.0154	326	0.5300	0.6951	0.5300	0.7280
No log	5.0462	328	0.5282	0.6951	0.5282	0.7268
No log	5.0769	330	0.5376	0.6896	0.5376	0.7332
No log	5.1077	332	0.5364	0.6951	0.5364	0.7324
No log	5.1385	334	0.5591	0.6998	0.5591	0.7477
No log	5.1692	336	0.5780	0.6485	0.5780	0.7602
No log	5.2	338	0.5803	0.6782	0.5803	0.7618
No log	5.2308	340	0.5744	0.6728	0.5744	0.7579
No log	5.2615	342	0.5860	0.5960	0.5860	0.7655
No log	5.2923	344	0.5936	0.5835	0.5936	0.7705
No log	5.3231	346	0.5900	0.6084	0.5900	0.7681
No log	5.3538	348	0.5660	0.6278	0.5660	0.7523
No log	5.3846	350	0.5616	0.6499	0.5616	0.7494
No log	5.4154	352	0.6029	0.6045	0.6029	0.7765
No log	5.4462	354	0.6852	0.5792	0.6852	0.8278
No log	5.4769	356	0.7105	0.5792	0.7105	0.8429
No log	5.5077	358	0.6199	0.6238	0.6199	0.7873
No log	5.5385	360	0.5871	0.5796	0.5871	0.7662
No log	5.5692	362	0.6914	0.6410	0.6914	0.8315
No log	5.6	364	0.7846	0.6539	0.7846	0.8858
No log	5.6308	366	0.7354	0.6230	0.7354	0.8576
No log	5.6615	368	0.6553	0.5992	0.6553	0.8095
No log	5.6923	370	0.5888	0.6335	0.5888	0.7673
No log	5.7231	372	0.5622	0.6430	0.5622	0.7498
No log	5.7538	374	0.5609	0.6570	0.5609	0.7490
No log	5.7846	376	0.5469	0.6728	0.5469	0.7395
No log	5.8154	378	0.5314	0.7020	0.5314	0.7290
No log	5.8462	380	0.5074	0.6813	0.5074	0.7123
No log	5.8769	382	0.5043	0.6838	0.5043	0.7101
No log	5.9077	384	0.5210	0.6955	0.5210	0.7218
No log	5.9385	386	0.5228	0.6955	0.5228	0.7231
No log	5.9692	388	0.5156	0.7064	0.5156	0.7181
No log	6.0	390	0.5289	0.6969	0.5289	0.7272
No log	6.0308	392	0.5367	0.6868	0.5367	0.7326
No log	6.0615	394	0.5444	0.6901	0.5444	0.7378
No log	6.0923	396	0.5352	0.6740	0.5352	0.7316
No log	6.1231	398	0.5280	0.7089	0.5280	0.7266
No log	6.1538	400	0.5346	0.7033	0.5346	0.7312
No log	6.1846	402	0.5397	0.7139	0.5397	0.7346
No log	6.2154	404	0.5543	0.6123	0.5543	0.7445
No log	6.2462	406	0.5639	0.6094	0.5639	0.7509
No log	6.2769	408	0.5534	0.6424	0.5534	0.7439
No log	6.3077	410	0.5559	0.6610	0.5559	0.7456
No log	6.3385	412	0.5825	0.6528	0.5825	0.7632
No log	6.3692	414	0.6018	0.6187	0.6018	0.7757
No log	6.4	416	0.6030	0.6187	0.6030	0.7765
No log	6.4308	418	0.5694	0.6370	0.5694	0.7546
No log	6.4615	420	0.5570	0.6301	0.5570	0.7463
No log	6.4923	422	0.5264	0.6610	0.5264	0.7255
No log	6.5231	424	0.5118	0.6896	0.5118	0.7154
No log	6.5538	426	0.5148	0.7329	0.5148	0.7175
No log	6.5846	428	0.5292	0.7131	0.5292	0.7275
No log	6.6154	430	0.5103	0.7175	0.5103	0.7144
No log	6.6462	432	0.4915	0.7271	0.4915	0.7011
No log	6.6769	434	0.5033	0.7005	0.5033	0.7094
No log	6.7077	436	0.5048	0.6680	0.5048	0.7105
No log	6.7385	438	0.5013	0.6720	0.5013	0.7080
No log	6.7692	440	0.4875	0.7049	0.4875	0.6982
No log	6.8	442	0.4950	0.7223	0.4950	0.7035
No log	6.8308	444	0.4968	0.6997	0.4968	0.7048
No log	6.8615	446	0.5074	0.7153	0.5074	0.7123
No log	6.8923	448	0.4961	0.7193	0.4961	0.7043
No log	6.9231	450	0.5008	0.6828	0.5008	0.7077
No log	6.9538	452	0.5169	0.6821	0.5169	0.7189
No log	6.9846	454	0.5502	0.6157	0.5502	0.7417
No log	7.0154	456	0.5468	0.6187	0.5468	0.7394
No log	7.0462	458	0.5447	0.6562	0.5447	0.7381
No log	7.0769	460	0.5677	0.6459	0.5677	0.7535
No log	7.1077	462	0.6415	0.6583	0.6415	0.8009
No log	7.1385	464	0.6530	0.6271	0.6530	0.8081
No log	7.1692	466	0.6210	0.6840	0.6210	0.7881
No log	7.2	468	0.5759	0.7008	0.5759	0.7589
No log	7.2308	470	0.5705	0.6713	0.5705	0.7553
No log	7.2615	472	0.5920	0.6275	0.5920	0.7694
No log	7.2923	474	0.5768	0.6154	0.5768	0.7595
No log	7.3231	476	0.5862	0.5950	0.5862	0.7656
No log	7.3538	478	0.6127	0.5932	0.6127	0.7828
No log	7.3846	480	0.6251	0.5477	0.6251	0.7906
No log	7.4154	482	0.6410	0.5775	0.6410	0.8006
No log	7.4462	484	0.6347	0.5429	0.6347	0.7967
No log	7.4769	486	0.5937	0.5822	0.5937	0.7705
No log	7.5077	488	0.5838	0.5822	0.5838	0.7641
No log	7.5385	490	0.5862	0.5712	0.5862	0.7656
No log	7.5692	492	0.5948	0.5822	0.5948	0.7712
No log	7.6	494	0.6192	0.5798	0.6192	0.7869
No log	7.6308	496	0.6251	0.5642	0.6251	0.7906
No log	7.6615	498	0.6354	0.5707	0.6354	0.7971
0.2596	7.6923	500	0.6460	0.5707	0.6460	0.8037
0.2596	7.7231	502	0.6479	0.5642	0.6479	0.8049
0.2596	7.7538	504	0.6248	0.5909	0.6248	0.7904
0.2596	7.7846	506	0.6374	0.4867	0.6374	0.7984
0.2596	7.8154	508	0.6407	0.4867	0.6407	0.8004
0.2596	7.8462	510	0.6107	0.6325	0.6107	0.7815
0.2596	7.8769	512	0.5833	0.6593	0.5833	0.7638
0.2596	7.9077	514	0.5755	0.6772	0.5755	0.7586
0.2596	7.9385	516	0.5882	0.6045	0.5882	0.7669
0.2596	7.9692	518	0.6068	0.5923	0.6068	0.7790
0.2596	8.0	520	0.5872	0.6219	0.5872	0.7663
0.2596	8.0308	522	0.5924	0.5783	0.5924	0.7696
0.2596	8.0615	524	0.6016	0.5795	0.6016	0.7756
0.2596	8.0923	526	0.5890	0.5771	0.5890	0.7675
0.2596	8.1231	528	0.5756	0.6687	0.5756	0.7587
0.2596	8.1538	530	0.5636	0.6217	0.5636	0.7507
0.2596	8.1846	532	0.5597	0.6758	0.5597	0.7481
0.2596	8.2154	534	0.5479	0.6570	0.5479	0.7402
0.2596	8.2462	536	0.5553	0.6758	0.5553	0.7452
0.2596	8.2769	538	0.5704	0.6914	0.5704	0.7553
0.2596	8.3077	540	0.5901	0.6326	0.5901	0.7682
0.2596	8.3385	542	0.5907	0.6301	0.5907	0.7685
0.2596	8.3692	544	0.6101	0.5498	0.6101	0.7811
0.2596	8.4	546	0.6254	0.5245	0.6254	0.7908
0.2596	8.4308	548	0.6413	0.5898	0.6413	0.8008
0.2596	8.4615	550	0.6612	0.6310	0.6612	0.8131
0.2596	8.4923	552	0.6465	0.6493	0.6465	0.8041
0.2596	8.5231	554	0.6325	0.6371	0.6325	0.7953
0.2596	8.5538	556	0.6052	0.6446	0.6052	0.7779
0.2596	8.5846	558	0.5871	0.6167	0.5871	0.7662
0.2596	8.6154	560	0.5880	0.5820	0.5880	0.7668
0.2596	8.6462	562	0.5930	0.6278	0.5930	0.7701
0.2596	8.6769	564	0.6108	0.6157	0.6108	0.7815
0.2596	8.7077	566	0.5884	0.6247	0.5884	0.7671
0.2596	8.7385	568	0.6087	0.6520	0.6087	0.7802
0.2596	8.7692	570	0.5905	0.6528	0.5905	0.7684
0.2596	8.8	572	0.5782	0.6554	0.5782	0.7604
0.2596	8.8308	574	0.5746	0.6296	0.5746	0.7580
0.2596	8.8615	576	0.6122	0.6257	0.6122	0.7824
0.2596	8.8923	578	0.6008	0.6362	0.6008	0.7751
0.2596	8.9231	580	0.5548	0.6291	0.5548	0.7448
0.2596	8.9538	582	0.5386	0.6584	0.5386	0.7339
0.2596	8.9846	584	0.5367	0.7301	0.5367	0.7326
0.2596	9.0154	586	0.5422	0.7259	0.5422	0.7364
0.2596	9.0462	588	0.5554	0.6976	0.5554	0.7452
0.2596	9.0769	590	0.5557	0.7219	0.5557	0.7455
0.2596	9.1077	592	0.5570	0.7225	0.5570	0.7463
0.2596	9.1385	594	0.5556	0.7077	0.5556	0.7454
0.2596	9.1692	596	0.5457	0.7041	0.5457	0.7387
0.2596	9.2	598	0.5177	0.7041	0.5177	0.7195
0.2596	9.2308	600	0.5159	0.6733	0.5159	0.7183
0.2596	9.2615	602	0.5295	0.6945	0.5295	0.7276
0.2596	9.2923	604	0.5350	0.6945	0.5350	0.7314
0.2596	9.3231	606	0.5148	0.6772	0.5148	0.7175
0.2596	9.3538	608	0.5048	0.6689	0.5048	0.7105
0.2596	9.3846	610	0.5318	0.6685	0.5318	0.7292
0.2596	9.4154	612	0.5323	0.6830	0.5323	0.7296
0.2596	9.4462	614	0.5206	0.6841	0.5206	0.7215
0.2596	9.4769	616	0.5290	0.6517	0.5290	0.7274
0.2596	9.5077	618	0.5298	0.6447	0.5298	0.7279
0.2596	9.5385	620	0.5327	0.7033	0.5327	0.7299
0.2596	9.5692	622	0.5467	0.6415	0.5467	0.7394
0.2596	9.6	624	0.5544	0.6555	0.5544	0.7446
0.2596	9.6308	626	0.5490	0.6380	0.5490	0.7409
0.2596	9.6615	628	0.5506	0.6389	0.5506	0.7420
0.2596	9.6923	630	0.5771	0.6301	0.5771	0.7596
0.2596	9.7231	632	0.6101	0.6301	0.6101	0.7811
0.2596	9.7538	634	0.6105	0.6278	0.6105	0.7813
0.2596	9.7846	636	0.5964	0.6389	0.5964	0.7723
0.2596	9.8154	638	0.5916	0.5808	0.5916	0.7691
0.2596	9.8462	640	0.5946	0.5796	0.5946	0.7711
0.2596	9.8769	642	0.6047	0.6301	0.6047	0.7776
0.2596	9.9077	644	0.5965	0.6432	0.5965	0.7723
0.2596	9.9385	646	0.5753	0.6736	0.5753	0.7585
0.2596	9.9692	648	0.5675	0.5928	0.5675	0.7533
0.2596	10.0	650	0.5715	0.5712	0.5715	0.7560
0.2596	10.0308	652	0.5920	0.6231	0.5920	0.7694
0.2596	10.0615	654	0.6341	0.6053	0.6341	0.7963
0.2596	10.0923	656	0.6765	0.5777	0.6765	0.8225
0.2596	10.1231	658	0.6319	0.5622	0.6319	0.7949
0.2596	10.1538	660	0.5899	0.6154	0.5899	0.7681
0.2596	10.1846	662	0.5856	0.6350	0.5856	0.7652
0.2596	10.2154	664	0.6031	0.6167	0.6031	0.7766
0.2596	10.2462	666	0.6157	0.6179	0.6157	0.7847
0.2596	10.2769	668	0.6106	0.6852	0.6106	0.7814
0.2596	10.3077	670	0.6171	0.6512	0.6171	0.7856
0.2596	10.3385	672	0.6400	0.6546	0.6400	0.8000
0.2596	10.3692	674	0.6638	0.6468	0.6638	0.8147
0.2596	10.4	676	0.6512	0.6272	0.6512	0.8069
0.2596	10.4308	678	0.6331	0.6386	0.6331	0.7957
0.2596	10.4615	680	0.5915	0.6584	0.5915	0.7691
0.2596	10.4923	682	0.5596	0.6732	0.5596	0.7481
0.2596	10.5231	684	0.5435	0.6589	0.5435	0.7373
0.2596	10.5538	686	0.5606	0.6721	0.5606	0.7487
0.2596	10.5846	688	0.5526	0.6646	0.5526	0.7434
0.2596	10.6154	690	0.5167	0.6733	0.5167	0.7188
0.2596	10.6462	692	0.5220	0.7005	0.5220	0.7225
0.2596	10.6769	694	0.5581	0.6716	0.5581	0.7471
0.2596	10.7077	696	0.6125	0.6434	0.6125	0.7826
0.2596	10.7385	698	0.6144	0.6434	0.6144	0.7838
0.2596	10.7692	700	0.5790	0.6147	0.5790	0.7610
0.2596	10.8	702	0.5699	0.6073	0.5699	0.7549
0.2596	10.8308	704	0.5645	0.6415	0.5645	0.7513
0.2596	10.8615	706	0.5836	0.6269	0.5836	0.7639
0.2596	10.8923	708	0.6124	0.6063	0.6124	0.7825
0.2596	10.9231	710	0.6240	0.6167	0.6240	0.7899
0.2596	10.9538	712	0.6353	0.6491	0.6353	0.7970
0.2596	10.9846	714	0.6214	0.6167	0.6214	0.7883
0.2596	11.0154	716	0.6028	0.6063	0.6028	0.7764
0.2596	11.0462	718	0.6043	0.6266	0.6043	0.7773
0.2596	11.0769	720	0.6160	0.6362	0.6160	0.7848
0.2596	11.1077	722	0.5996	0.6371	0.5996	0.7743
0.2596	11.1385	724	0.5777	0.6446	0.5777	0.7601
0.2596	11.1692	726	0.5900	0.6259	0.5900	0.7681
0.2596	11.2	728	0.6312	0.6147	0.6312	0.7945
0.2596	11.2308	730	0.6786	0.5867	0.6786	0.8238
0.2596	11.2615	732	0.6953	0.5766	0.6953	0.8338
0.2596	11.2923	734	0.6716	0.5973	0.6716	0.8195
0.2596	11.3231	736	0.6341	0.6137	0.6341	0.7963
0.2596	11.3538	738	0.5945	0.6219	0.5945	0.7711
0.2596	11.3846	740	0.5938	0.6187	0.5938	0.7706
0.2596	11.4154	742	0.6082	0.6177	0.6082	0.7799
0.2596	11.4462	744	0.6600	0.6426	0.6600	0.8124
0.2596	11.4769	746	0.7228	0.6114	0.7228	0.8502
0.2596	11.5077	748	0.7401	0.6409	0.7401	0.8603
0.2596	11.5385	750	0.6999	0.6114	0.6999	0.8366
0.2596	11.5692	752	0.6544	0.5938	0.6544	0.8089
0.2596	11.6	754	0.6451	0.5654	0.6451	0.8032
0.2596	11.6308	756	0.6439	0.5938	0.6439	0.8024
0.2596	11.6615	758	0.6364	0.5888	0.6364	0.7978
0.2596	11.6923	760	0.6071	0.6018	0.6071	0.7791
0.2596	11.7231	762	0.5691	0.6347	0.5691	0.7544
0.2596	11.7538	764	0.5455	0.6740	0.5455	0.7386
0.2596	11.7846	766	0.5357	0.7041	0.5357	0.7319
0.2596	11.8154	768	0.5376	0.6938	0.5376	0.7332
0.2596	11.8462	770	0.5352	0.6938	0.5352	0.7315
0.2596	11.8769	772	0.5363	0.7110	0.5363	0.7323
0.2596	11.9077	774	0.5501	0.6509	0.5501	0.7417
0.2596	11.9385	776	0.5568	0.6288	0.5568	0.7462
0.2596	11.9692	778	0.5684	0.6455	0.5684	0.7540
0.2596	12.0	780	0.5915	0.6476	0.5915	0.7691
0.2596	12.0308	782	0.6010	0.6476	0.6010	0.7752
0.2596	12.0615	784	0.5984	0.6128	0.5984	0.7736
0.2596	12.0923	786	0.5824	0.6320	0.5824	0.7631
0.2596	12.1231	788	0.5785	0.6164	0.5785	0.7606
0.2596	12.1538	790	0.5750	0.6509	0.5750	0.7583
0.2596	12.1846	792	0.5797	0.6605	0.5797	0.7614
0.2596	12.2154	794	0.5875	0.6554	0.5875	0.7665
0.2596	12.2462	796	0.5910	0.6479	0.5910	0.7687
0.2596	12.2769	798	0.5982	0.6479	0.5982	0.7735
0.2596	12.3077	800	0.5814	0.6605	0.5814	0.7625
0.2596	12.3385	802	0.5393	0.6485	0.5393	0.7344
0.2596	12.3692	804	0.5200	0.6932	0.5200	0.7211
0.2596	12.4	806	0.5190	0.6932	0.5190	0.7204
0.2596	12.4308	808	0.5307	0.6664	0.5307	0.7285
0.2596	12.4615	810	0.5445	0.6337	0.5445	0.7379
0.2596	12.4923	812	0.5840	0.6266	0.5840	0.7642
0.2596	12.5231	814	0.6275	0.6331	0.6275	0.7922
0.2596	12.5538	816	0.6445	0.6624	0.6445	0.8028
0.2596	12.5846	818	0.6399	0.6319	0.6399	0.7999
0.2596	12.6154	820	0.6309	0.6319	0.6309	0.7943
0.2596	12.6462	822	0.6243	0.6188	0.6243	0.7901
0.2596	12.6769	824	0.6116	0.6272	0.6116	0.7820
0.2596	12.7077	826	0.6245	0.6319	0.6245	0.7902
0.2596	12.7385	828	0.6026	0.6189	0.6026	0.7763
0.2596	12.7692	830	0.5568	0.6581	0.5568	0.7462
0.2596	12.8	832	0.5195	0.6988	0.5195	0.7208
0.2596	12.8308	834	0.5169	0.7355	0.5169	0.7189
0.2596	12.8615	836	0.5182	0.7355	0.5182	0.7198
0.2596	12.8923	838	0.5310	0.7088	0.5310	0.7287
0.2596	12.9231	840	0.5649	0.6207	0.5649	0.7516
0.2596	12.9538	842	0.6127	0.6189	0.6127	0.7827
0.2596	12.9846	844	0.6136	0.6189	0.6136	0.7833
0.2596	13.0154	846	0.5789	0.6314	0.5789	0.7609
0.2596	13.0462	848	0.5297	0.6857	0.5297	0.7278
0.2596	13.0769	850	0.5221	0.6911	0.5221	0.7225
0.2596	13.1077	852	0.5207	0.6625	0.5207	0.7216
0.2596	13.1385	854	0.5210	0.6625	0.5210	0.7218
0.2596	13.1692	856	0.5115	0.7143	0.5115	0.7152
0.2596	13.2	858	0.5152	0.6980	0.5152	0.7178
0.2596	13.2308	860	0.5272	0.7141	0.5272	0.7261
0.2596	13.2615	862	0.5379	0.7246	0.5379	0.7334
0.2596	13.2923	864	0.5461	0.7246	0.5461	0.7390
0.2596	13.3231	866	0.5274	0.7141	0.5274	0.7262
0.2596	13.3538	868	0.5082	0.6980	0.5082	0.7129
0.2596	13.3846	870	0.5095	0.7246	0.5095	0.7138
0.2596	13.4154	872	0.5241	0.7208	0.5241	0.7239
0.2596	13.4462	874	0.5208	0.7260	0.5208	0.7217
0.2596	13.4769	876	0.5116	0.7246	0.5116	0.7153
0.2596	13.5077	878	0.5175	0.7026	0.5175	0.7194
0.2596	13.5385	880	0.5266	0.7026	0.5266	0.7257
0.2596	13.5692	882	0.5418	0.6980	0.5418	0.7361
0.2596	13.6	884	0.5643	0.7094	0.5643	0.7512
0.2596	13.6308	886	0.5946	0.6296	0.5946	0.7711
0.2596	13.6615	888	0.6075	0.6296	0.6075	0.7794
0.2596	13.6923	890	0.5814	0.6623	0.5814	0.7625
0.2596	13.7231	892	0.5472	0.6849	0.5472	0.7397
0.2596	13.7538	894	0.5315	0.7136	0.5315	0.7290
0.2596	13.7846	896	0.5226	0.7088	0.5226	0.7229
0.2596	13.8154	898	0.5217	0.7088	0.5217	0.7223
0.2596	13.8462	900	0.5195	0.7253	0.5195	0.7208
0.2596	13.8769	902	0.5282	0.7303	0.5282	0.7268
0.2596	13.9077	904	0.5412	0.6978	0.5412	0.7356
0.2596	13.9385	906	0.5472	0.6796	0.5472	0.7397
0.2596	13.9692	908	0.5574	0.6641	0.5574	0.7466
0.2596	14.0	910	0.5978	0.6147	0.5978	0.7732
0.2596	14.0308	912	0.6210	0.6564	0.6210	0.7880
0.2596	14.0615	914	0.5928	0.6464	0.5928	0.7700
0.2596	14.0923	916	0.5792	0.6584	0.5792	0.7611
0.2596	14.1231	918	0.5897	0.6687	0.5897	0.7679
0.2596	14.1538	920	0.5880	0.6361	0.5880	0.7668
0.2596	14.1846	922	0.6088	0.6639	0.6088	0.7803
0.2596	14.2154	924	0.6449	0.6278	0.6449	0.8031
0.2596	14.2462	926	0.6668	0.6278	0.6668	0.8166
0.2596	14.2769	928	0.6814	0.6616	0.6814	0.8254
0.2596	14.3077	930	0.6423	0.6348	0.6423	0.8015
0.2596	14.3385	932	0.5921	0.6597	0.5921	0.7695
0.2596	14.3692	934	0.5714	0.7070	0.5714	0.7559
0.2596	14.4	936	0.5788	0.6897	0.5788	0.7608
0.2596	14.4308	938	0.5902	0.6324	0.5902	0.7682
0.2596	14.4615	940	0.5767	0.6543	0.5767	0.7594
0.2596	14.4923	942	0.5615	0.7084	0.5615	0.7494
0.2596	14.5231	944	0.5537	0.7126	0.5537	0.7441
0.2596	14.5538	946	0.5476	0.7063	0.5476	0.7400
0.2596	14.5846	948	0.5443	0.7204	0.5443	0.7377
0.2596	14.6154	950	0.5322	0.7303	0.5322	0.7295
0.2596	14.6462	952	0.5231	0.7259	0.5231	0.7233
0.2596	14.6769	954	0.5185	0.7161	0.5185	0.7201
0.2596	14.7077	956	0.5199	0.7203	0.5199	0.7210
0.2596	14.7385	958	0.5266	0.7303	0.5266	0.7257
0.2596	14.7692	960	0.5344	0.6980	0.5344	0.7310
0.2596	14.8	962	0.5314	0.6980	0.5314	0.7289
0.2596	14.8308	964	0.5274	0.7136	0.5274	0.7262
0.2596	14.8615	966	0.5231	0.6962	0.5231	0.7233
0.2596	14.8923	968	0.5318	0.6962	0.5318	0.7292
0.2596	14.9231	970	0.5509	0.6566	0.5509	0.7422
0.2596	14.9538	972	0.5685	0.6528	0.5685	0.7540
0.2596	14.9846	974	0.5875	0.5797	0.5875	0.7665
0.2596	15.0154	976	0.5968	0.5810	0.5968	0.7726
0.2596	15.0462	978	0.5879	0.6584	0.5879	0.7667
0.2596	15.0769	980	0.5544	0.6908	0.5544	0.7446
0.2596	15.1077	982	0.5423	0.6908	0.5423	0.7364
0.2596	15.1385	984	0.5248	0.7189	0.5248	0.7244
0.2596	15.1692	986	0.5179	0.7211	0.5179	0.7196
0.2596	15.2	988	0.5204	0.7259	0.5204	0.7214
0.2596	15.2308	990	0.5280	0.7308	0.5280	0.7267
0.2596	15.2615	992	0.5276	0.6838	0.5276	0.7263
0.2596	15.2923	994	0.5226	0.7203	0.5226	0.7229
0.2596	15.3231	996	0.5227	0.6882	0.5227	0.7230
0.2596	15.3538	998	0.5291	0.6777	0.5291	0.7274
0.057	15.3846	1000	0.5439	0.6804	0.5439	0.7375
0.057	15.4154	1002	0.5404	0.7090	0.5404	0.7351
0.057	15.4462	1004	0.5199	0.6993	0.5199	0.7210
0.057	15.4769	1006	0.5112	0.7355	0.5112	0.7150
0.057	15.5077	1008	0.5086	0.7296	0.5086	0.7131
0.057	15.5385	1010	0.5081	0.7141	0.5081	0.7128
0.057	15.5692	1012	0.5027	0.7507	0.5027	0.7090
0.057	15.6	1014	0.4963	0.7573	0.4963	0.7045
0.057	15.6308	1016	0.5316	0.6906	0.5316	0.7291
0.057	15.6615	1018	0.6070	0.6182	0.6070	0.7791
0.057	15.6923	1020	0.6009	0.6182	0.6009	0.7751
0.057	15.7231	1022	0.5316	0.6898	0.5316	0.7291
0.057	15.7538	1024	0.5053	0.7186	0.5053	0.7108
0.057	15.7846	1026	0.5418	0.6886	0.5418	0.7360
0.057	15.8154	1028	0.5718	0.6296	0.5718	0.7562
0.057	15.8462	1030	0.6033	0.6118	0.6033	0.7767
0.057	15.8769	1032	0.6115	0.5948	0.6115	0.7820
0.057	15.9077	1034	0.5921	0.5959	0.5921	0.7695
0.057	15.9385	1036	0.5880	0.5540	0.5880	0.7668

Framework versions

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