ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6126
• Qwk: 0.5475
• Mse: 0.6126
• Rmse: 0.7827

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	0.0833	2	4.3548	-0.0232	4.3548	2.0868
No log	0.1667	4	2.3513	0.0794	2.3513	1.5334
No log	0.25	6	1.3698	0.1044	1.3698	1.1704
No log	0.3333	8	0.8925	0.0912	0.8925	0.9447
No log	0.4167	10	0.7967	0.1808	0.7967	0.8926
No log	0.5	12	0.8014	0.2097	0.8014	0.8952
No log	0.5833	14	0.8091	0.1786	0.8091	0.8995
No log	0.6667	16	0.9034	0.1557	0.9034	0.9505
No log	0.75	18	0.9844	0.0288	0.9844	0.9922
No log	0.8333	20	0.9448	0.1655	0.9448	0.9720
No log	0.9167	22	0.8984	0.2034	0.8984	0.9478
No log	1.0	24	0.8756	0.1825	0.8756	0.9358
No log	1.0833	26	0.8365	0.1922	0.8365	0.9146
No log	1.1667	28	0.8186	0.0989	0.8186	0.9048
No log	1.25	30	0.8162	0.0927	0.8162	0.9035
No log	1.3333	32	0.8189	0.1621	0.8189	0.9050
No log	1.4167	34	0.9358	0.0736	0.9358	0.9674
No log	1.5	36	1.1212	0.0462	1.1212	1.0588
No log	1.5833	38	1.1317	0.0739	1.1317	1.0638
No log	1.6667	40	0.9743	0.1580	0.9743	0.9871
No log	1.75	42	0.8184	0.1761	0.8184	0.9047
No log	1.8333	44	0.8041	0.1801	0.8041	0.8967
No log	1.9167	46	0.8025	0.2191	0.8025	0.8958
No log	2.0	48	0.7951	0.2254	0.7951	0.8917
No log	2.0833	50	0.7257	0.3075	0.7257	0.8519
No log	2.1667	52	0.7040	0.3763	0.7040	0.8390
No log	2.25	54	0.7346	0.3724	0.7346	0.8571
No log	2.3333	56	0.9100	0.1062	0.9100	0.9540
No log	2.4167	58	0.9943	0.0939	0.9943	0.9971
No log	2.5	60	0.9371	0.1086	0.9371	0.9680
No log	2.5833	62	0.7941	0.3030	0.7941	0.8911
No log	2.6667	64	0.8644	0.2669	0.8644	0.9297
No log	2.75	66	0.8693	0.2792	0.8693	0.9324
No log	2.8333	68	0.7060	0.3793	0.7060	0.8402
No log	2.9167	70	0.6601	0.3650	0.6601	0.8125
No log	3.0	72	0.6573	0.4009	0.6573	0.8107
No log	3.0833	74	0.6452	0.3999	0.6452	0.8032
No log	3.1667	76	0.6405	0.3526	0.6405	0.8003
No log	3.25	78	0.6598	0.4025	0.6598	0.8123
No log	3.3333	80	0.6815	0.4003	0.6815	0.8256
No log	3.4167	82	0.6744	0.4321	0.6744	0.8212
No log	3.5	84	0.6290	0.3936	0.6290	0.7931
No log	3.5833	86	0.6216	0.4255	0.6216	0.7884
No log	3.6667	88	0.6338	0.4160	0.6338	0.7961
No log	3.75	90	0.6565	0.4048	0.6565	0.8103
No log	3.8333	92	0.7257	0.3088	0.7257	0.8519
No log	3.9167	94	0.6843	0.3429	0.6843	0.8272
No log	4.0	96	0.6184	0.4644	0.6184	0.7864
No log	4.0833	98	0.6036	0.4710	0.6036	0.7769
No log	4.1667	100	0.6106	0.4102	0.6106	0.7814
No log	4.25	102	0.6300	0.4312	0.6300	0.7937
No log	4.3333	104	0.6376	0.4508	0.6376	0.7985
No log	4.4167	106	0.6174	0.4661	0.6174	0.7858
No log	4.5	108	0.5857	0.4029	0.5857	0.7653
No log	4.5833	110	0.6030	0.4075	0.6030	0.7765
No log	4.6667	112	0.6451	0.3921	0.6451	0.8032
No log	4.75	114	0.6309	0.4706	0.6309	0.7943
No log	4.8333	116	0.6572	0.4410	0.6572	0.8107
No log	4.9167	118	0.6224	0.4943	0.6224	0.7889
No log	5.0	120	0.6051	0.5385	0.6051	0.7779
No log	5.0833	122	0.6394	0.5392	0.6394	0.7996
No log	5.1667	124	0.7050	0.5388	0.7050	0.8396
No log	5.25	126	0.6924	0.5336	0.6924	0.8321
No log	5.3333	128	0.6605	0.5837	0.6605	0.8127
No log	5.4167	130	0.6767	0.5336	0.6767	0.8226
No log	5.5	132	0.6895	0.5330	0.6895	0.8303
No log	5.5833	134	0.7112	0.5075	0.7112	0.8433
No log	5.6667	136	0.6963	0.5241	0.6963	0.8344
No log	5.75	138	0.6238	0.5463	0.6238	0.7898
No log	5.8333	140	0.6272	0.4820	0.6272	0.7920
No log	5.9167	142	0.7264	0.4467	0.7264	0.8523
No log	6.0	144	0.7694	0.4385	0.7694	0.8771
No log	6.0833	146	0.8691	0.3854	0.8691	0.9322
No log	6.1667	148	0.8049	0.4861	0.8049	0.8971
No log	6.25	150	0.7563	0.4763	0.7563	0.8697
No log	6.3333	152	0.7402	0.5078	0.7402	0.8603
No log	6.4167	154	0.8015	0.5026	0.8015	0.8952
No log	6.5	156	0.8388	0.5205	0.8388	0.9159
No log	6.5833	158	0.8084	0.5213	0.8084	0.8991
No log	6.6667	160	0.8157	0.5247	0.8157	0.9031
No log	6.75	162	0.7526	0.5420	0.7526	0.8675
No log	6.8333	164	0.6827	0.5565	0.6827	0.8262
No log	6.9167	166	0.6550	0.5486	0.6550	0.8093
No log	7.0	168	0.6799	0.5562	0.6799	0.8246
No log	7.0833	170	0.7502	0.5515	0.7502	0.8661
No log	7.1667	172	0.8632	0.4340	0.8632	0.9291
No log	7.25	174	0.9277	0.3563	0.9277	0.9632
No log	7.3333	176	0.7703	0.4008	0.7703	0.8777
No log	7.4167	178	0.7356	0.4230	0.7356	0.8577
No log	7.5	180	0.7387	0.5029	0.7387	0.8595
No log	7.5833	182	0.7042	0.5029	0.7042	0.8392
No log	7.6667	184	0.6005	0.4805	0.6005	0.7749
No log	7.75	186	0.5620	0.5682	0.5620	0.7497
No log	7.8333	188	0.5841	0.4815	0.5841	0.7643
No log	7.9167	190	0.6015	0.4980	0.6015	0.7756
No log	8.0	192	0.6490	0.5291	0.6490	0.8056
No log	8.0833	194	0.6424	0.4565	0.6424	0.8015
No log	8.1667	196	0.6292	0.4895	0.6292	0.7932
No log	8.25	198	0.5762	0.5174	0.5762	0.7591
No log	8.3333	200	0.5434	0.5818	0.5434	0.7372
No log	8.4167	202	0.6691	0.5013	0.6691	0.8180
No log	8.5	204	0.7390	0.4762	0.7390	0.8596
No log	8.5833	206	0.6954	0.4895	0.6954	0.8339
No log	8.6667	208	0.6505	0.5299	0.6505	0.8066
No log	8.75	210	0.6303	0.5299	0.6303	0.7939
No log	8.8333	212	0.6086	0.5422	0.6086	0.7801
No log	8.9167	214	0.6575	0.5566	0.6575	0.8109
No log	9.0	216	0.6985	0.5421	0.6985	0.8357
No log	9.0833	218	0.6864	0.5421	0.6864	0.8285
No log	9.1667	220	0.6873	0.5521	0.6873	0.8290
No log	9.25	222	0.7267	0.5634	0.7267	0.8525
No log	9.3333	224	0.7579	0.5561	0.7579	0.8706
No log	9.4167	226	0.7719	0.5320	0.7719	0.8786
No log	9.5	228	0.7001	0.5615	0.7001	0.8367
No log	9.5833	230	0.6698	0.5461	0.6698	0.8184
No log	9.6667	232	0.6995	0.4985	0.6995	0.8364
No log	9.75	234	0.6888	0.5119	0.6888	0.8299
No log	9.8333	236	0.6643	0.5485	0.6643	0.8151
No log	9.9167	238	0.7384	0.5433	0.7384	0.8593
No log	10.0	240	0.7385	0.5339	0.7385	0.8594
No log	10.0833	242	0.6398	0.5447	0.6398	0.7999
No log	10.1667	244	0.5786	0.5594	0.5786	0.7607
No log	10.25	246	0.5920	0.4545	0.5920	0.7694
No log	10.3333	248	0.6496	0.4513	0.6496	0.8060
No log	10.4167	250	0.6995	0.5368	0.6995	0.8364
No log	10.5	252	0.7498	0.5438	0.7498	0.8659
No log	10.5833	254	0.7351	0.5251	0.7351	0.8574
No log	10.6667	256	0.6625	0.5575	0.6625	0.8139
No log	10.75	258	0.6320	0.5601	0.6320	0.7950
No log	10.8333	260	0.7158	0.5142	0.7158	0.8461
No log	10.9167	262	0.8205	0.4816	0.8205	0.9058
No log	11.0	264	0.9047	0.4558	0.9047	0.9512
No log	11.0833	266	0.9192	0.4393	0.9192	0.9587
No log	11.1667	268	0.8144	0.4789	0.8144	0.9024
No log	11.25	270	0.6697	0.4883	0.6697	0.8184
No log	11.3333	272	0.6354	0.5732	0.6354	0.7971
No log	11.4167	274	0.7269	0.5106	0.7269	0.8526
No log	11.5	276	0.7589	0.5160	0.7589	0.8712
No log	11.5833	278	0.6815	0.5720	0.6815	0.8256
No log	11.6667	280	0.6068	0.6043	0.6068	0.7790
No log	11.75	282	0.6186	0.5964	0.6186	0.7865
No log	11.8333	284	0.7021	0.5759	0.7021	0.8379
No log	11.9167	286	0.6982	0.5437	0.6982	0.8356
No log	12.0	288	0.6079	0.5905	0.6079	0.7797
No log	12.0833	290	0.6081	0.6006	0.6081	0.7798
No log	12.1667	292	0.6514	0.5711	0.6514	0.8071
No log	12.25	294	0.6773	0.5337	0.6773	0.8230
No log	12.3333	296	0.6571	0.5337	0.6571	0.8106
No log	12.4167	298	0.5964	0.5298	0.5964	0.7722
No log	12.5	300	0.5737	0.5951	0.5737	0.7574
No log	12.5833	302	0.6363	0.5351	0.6363	0.7977
No log	12.6667	304	0.7175	0.5001	0.7175	0.8471
No log	12.75	306	0.7453	0.4823	0.7453	0.8633
No log	12.8333	308	0.8135	0.4561	0.8135	0.9020
No log	12.9167	310	0.6978	0.5044	0.6978	0.8353
No log	13.0	312	0.5881	0.5902	0.5881	0.7669
No log	13.0833	314	0.5754	0.5701	0.5754	0.7586
No log	13.1667	316	0.5959	0.5620	0.5959	0.7720
No log	13.25	318	0.6348	0.5577	0.6348	0.7968
No log	13.3333	320	0.5767	0.5453	0.5767	0.7594
No log	13.4167	322	0.5413	0.4744	0.5413	0.7358
No log	13.5	324	0.5520	0.4970	0.5520	0.7430
No log	13.5833	326	0.6139	0.5206	0.6139	0.7835
No log	13.6667	328	0.7042	0.5165	0.7042	0.8392
No log	13.75	330	0.7133	0.5107	0.7133	0.8446
No log	13.8333	332	0.6616	0.5451	0.6616	0.8134
No log	13.9167	334	0.6175	0.4933	0.6175	0.7858
No log	14.0	336	0.5704	0.5123	0.5704	0.7552
No log	14.0833	338	0.5650	0.4948	0.5650	0.7517
No log	14.1667	340	0.6337	0.5257	0.6337	0.7961
No log	14.25	342	0.6925	0.5191	0.6925	0.8322
No log	14.3333	344	0.6329	0.5417	0.6329	0.7956
No log	14.4167	346	0.6159	0.5510	0.6159	0.7848
No log	14.5	348	0.6233	0.5573	0.6233	0.7895
No log	14.5833	350	0.6750	0.5079	0.6750	0.8216
No log	14.6667	352	0.6642	0.5195	0.6642	0.8150
No log	14.75	354	0.6610	0.5209	0.6610	0.8130
No log	14.8333	356	0.6268	0.5317	0.6268	0.7917
No log	14.9167	358	0.6996	0.5450	0.6996	0.8364
No log	15.0	360	0.7427	0.5173	0.7427	0.8618
No log	15.0833	362	0.7113	0.5579	0.7113	0.8434
No log	15.1667	364	0.6481	0.5494	0.6481	0.8050
No log	15.25	366	0.6709	0.5874	0.6709	0.8191
No log	15.3333	368	0.7145	0.5526	0.7145	0.8453
No log	15.4167	370	0.6726	0.5654	0.6727	0.8202
No log	15.5	372	0.6281	0.5883	0.6281	0.7926
No log	15.5833	374	0.5850	0.5688	0.5850	0.7649
No log	15.6667	376	0.5976	0.5450	0.5976	0.7730
No log	15.75	378	0.6303	0.5479	0.6303	0.7939
No log	15.8333	380	0.5955	0.5475	0.5955	0.7717
No log	15.9167	382	0.6018	0.5775	0.6018	0.7758
No log	16.0	384	0.6525	0.5257	0.6525	0.8078
No log	16.0833	386	0.7179	0.5275	0.7179	0.8473
No log	16.1667	388	0.6763	0.5379	0.6763	0.8224
No log	16.25	390	0.6241	0.5394	0.6241	0.7900
No log	16.3333	392	0.6396	0.5378	0.6396	0.7997
No log	16.4167	394	0.6976	0.5422	0.6976	0.8352
No log	16.5	396	0.7628	0.5242	0.7628	0.8734
No log	16.5833	398	0.7188	0.5422	0.7188	0.8478
No log	16.6667	400	0.6159	0.5684	0.6159	0.7848
No log	16.75	402	0.5693	0.5529	0.5693	0.7545
No log	16.8333	404	0.5610	0.5677	0.5610	0.7490
No log	16.9167	406	0.5917	0.5696	0.5917	0.7692
No log	17.0	408	0.6769	0.5727	0.6769	0.8227
No log	17.0833	410	0.7284	0.5559	0.7284	0.8534
No log	17.1667	412	0.7440	0.5546	0.7440	0.8625
No log	17.25	414	0.7434	0.5682	0.7434	0.8622
No log	17.3333	416	0.6995	0.5757	0.6995	0.8364
No log	17.4167	418	0.6402	0.5500	0.6402	0.8001
No log	17.5	420	0.6110	0.5805	0.6110	0.7817
No log	17.5833	422	0.6539	0.5365	0.6539	0.8086
No log	17.6667	424	0.6231	0.5416	0.6231	0.7893
No log	17.75	426	0.5400	0.5422	0.5400	0.7349
No log	17.8333	428	0.5249	0.5215	0.5249	0.7245
No log	17.9167	430	0.5352	0.4932	0.5352	0.7316
No log	18.0	432	0.5574	0.5453	0.5574	0.7466
No log	18.0833	434	0.5623	0.5254	0.5623	0.7499
No log	18.1667	436	0.6137	0.5427	0.6137	0.7834
No log	18.25	438	0.6214	0.5247	0.6214	0.7883
No log	18.3333	440	0.5812	0.5219	0.5812	0.7624
No log	18.4167	442	0.5554	0.5221	0.5554	0.7453
No log	18.5	444	0.5510	0.5549	0.5510	0.7423
No log	18.5833	446	0.5750	0.5648	0.5750	0.7583
No log	18.6667	448	0.6798	0.5411	0.6798	0.8245
No log	18.75	450	0.7602	0.4520	0.7602	0.8719
No log	18.8333	452	0.7425	0.4741	0.7425	0.8617
No log	18.9167	454	0.6156	0.5573	0.6156	0.7846
No log	19.0	456	0.5466	0.5704	0.5466	0.7393
No log	19.0833	458	0.5525	0.5643	0.5525	0.7433
No log	19.1667	460	0.5786	0.5742	0.5786	0.7607
No log	19.25	462	0.6442	0.5349	0.6442	0.8026
No log	19.3333	464	0.6796	0.5318	0.6796	0.8244
No log	19.4167	466	0.6653	0.5450	0.6653	0.8157
No log	19.5	468	0.6991	0.5356	0.6991	0.8361
No log	19.5833	470	0.7268	0.5356	0.7268	0.8525
No log	19.6667	472	0.7056	0.5316	0.7056	0.8400
No log	19.75	474	0.7412	0.5228	0.7412	0.8610
No log	19.8333	476	0.7243	0.5438	0.7243	0.8511
No log	19.9167	478	0.6906	0.5142	0.6906	0.8310
No log	20.0	480	0.6863	0.5146	0.6863	0.8284
No log	20.0833	482	0.7032	0.5312	0.7032	0.8386
No log	20.1667	484	0.6808	0.5050	0.6808	0.8251
No log	20.25	486	0.6808	0.5312	0.6808	0.8251
No log	20.3333	488	0.7408	0.5200	0.7408	0.8607
No log	20.4167	490	0.8395	0.4634	0.8395	0.9163
No log	20.5	492	0.8484	0.4880	0.8484	0.9211
No log	20.5833	494	0.7978	0.53	0.7978	0.8932
No log	20.6667	496	0.7873	0.5268	0.7873	0.8873
No log	20.75	498	0.7808	0.4247	0.7808	0.8836
0.3526	20.8333	500	0.7942	0.3799	0.7942	0.8912
0.3526	20.9167	502	0.8034	0.3899	0.8034	0.8963
0.3526	21.0	504	0.7777	0.5059	0.7777	0.8819
0.3526	21.0833	506	0.7623	0.5232	0.7623	0.8731
0.3526	21.1667	508	0.7246	0.4986	0.7246	0.8512
0.3526	21.25	510	0.7041	0.4961	0.7041	0.8391
0.3526	21.3333	512	0.6764	0.5042	0.6764	0.8224
0.3526	21.4167	514	0.6718	0.5042	0.6718	0.8196
0.3526	21.5	516	0.6935	0.5330	0.6935	0.8328
0.3526	21.5833	518	0.7331	0.5583	0.7331	0.8562
0.3526	21.6667	520	0.7911	0.5303	0.7911	0.8894
0.3526	21.75	522	0.8037	0.5245	0.8037	0.8965
0.3526	21.8333	524	0.7494	0.5602	0.7494	0.8657
0.3526	21.9167	526	0.6980	0.5546	0.6980	0.8355
0.3526	22.0	528	0.6696	0.5564	0.6696	0.8183
0.3526	22.0833	530	0.6552	0.5620	0.6552	0.8095
0.3526	22.1667	532	0.6271	0.5668	0.6271	0.7919
0.3526	22.25	534	0.6227	0.5358	0.6227	0.7891
0.3526	22.3333	536	0.6105	0.5404	0.6105	0.7814
0.3526	22.4167	538	0.6065	0.5508	0.6065	0.7788
0.3526	22.5	540	0.6025	0.5513	0.6025	0.7762
0.3526	22.5833	542	0.6369	0.5452	0.6369	0.7981
0.3526	22.6667	544	0.7058	0.5116	0.7058	0.8401
0.3526	22.75	546	0.6879	0.5130	0.6879	0.8294
0.3526	22.8333	548	0.6513	0.5239	0.6513	0.8070
0.3526	22.9167	550	0.6460	0.5239	0.6460	0.8037
0.3526	23.0	552	0.6276	0.5393	0.6276	0.7922
0.3526	23.0833	554	0.6087	0.5061	0.6087	0.7802
0.3526	23.1667	556	0.5854	0.5530	0.5854	0.7651
0.3526	23.25	558	0.5813	0.5505	0.5813	0.7624
0.3526	23.3333	560	0.5764	0.5353	0.5764	0.7592
0.3526	23.4167	562	0.5787	0.5565	0.5787	0.7607
0.3526	23.5	564	0.5825	0.5210	0.5825	0.7632
0.3526	23.5833	566	0.5759	0.5210	0.5759	0.7589
0.3526	23.6667	568	0.5546	0.5565	0.5546	0.7447
0.3526	23.75	570	0.5569	0.5697	0.5569	0.7462
0.3526	23.8333	572	0.6049	0.5366	0.6049	0.7777
0.3526	23.9167	574	0.6575	0.5185	0.6575	0.8109
0.3526	24.0	576	0.6466	0.5224	0.6466	0.8041
0.3526	24.0833	578	0.5816	0.4743	0.5816	0.7626
0.3526	24.1667	580	0.5455	0.5291	0.5455	0.7386
0.3526	24.25	582	0.5301	0.5456	0.5301	0.7281
0.3526	24.3333	584	0.5247	0.4904	0.5247	0.7244
0.3526	24.4167	586	0.5283	0.4800	0.5283	0.7268
0.3526	24.5	588	0.5489	0.4769	0.5489	0.7409
0.3526	24.5833	590	0.6269	0.4915	0.6269	0.7917
0.3526	24.6667	592	0.6933	0.4844	0.6933	0.8327
0.3526	24.75	594	0.7085	0.4788	0.7085	0.8417
0.3526	24.8333	596	0.6663	0.5319	0.6663	0.8163
0.3526	24.9167	598	0.6358	0.5358	0.6358	0.7974
0.3526	25.0	600	0.6081	0.5253	0.6081	0.7798
0.3526	25.0833	602	0.6180	0.4825	0.6180	0.7862
0.3526	25.1667	604	0.6381	0.4998	0.6381	0.7988
0.3526	25.25	606	0.6334	0.4632	0.6334	0.7959
0.3526	25.3333	608	0.6172	0.5056	0.6172	0.7856
0.3526	25.4167	610	0.6208	0.4707	0.6208	0.7879
0.3526	25.5	612	0.6329	0.5145	0.6329	0.7955
0.3526	25.5833	614	0.6227	0.5098	0.6227	0.7891
0.3526	25.6667	616	0.6385	0.5115	0.6385	0.7990
0.3526	25.75	618	0.6389	0.5186	0.6389	0.7993
0.3526	25.8333	620	0.6835	0.4869	0.6835	0.8267
0.3526	25.9167	622	0.7444	0.4951	0.7444	0.8628
0.3526	26.0	624	0.7204	0.4782	0.7204	0.8488
0.3526	26.0833	626	0.6672	0.5200	0.6672	0.8168
0.3526	26.1667	628	0.6166	0.5676	0.6166	0.7852
0.3526	26.25	630	0.5952	0.5471	0.5952	0.7715
0.3526	26.3333	632	0.5754	0.5321	0.5754	0.7585
0.3526	26.4167	634	0.5804	0.5341	0.5804	0.7619
0.3526	26.5	636	0.5877	0.5107	0.5877	0.7666
0.3526	26.5833	638	0.6008	0.5550	0.6008	0.7751
0.3526	26.6667	640	0.6014	0.5819	0.6014	0.7755
0.3526	26.75	642	0.6055	0.5434	0.6055	0.7781
0.3526	26.8333	644	0.6027	0.5434	0.6027	0.7763
0.3526	26.9167	646	0.6537	0.5191	0.6537	0.8085
0.3526	27.0	648	0.6551	0.5191	0.6551	0.8094
0.3526	27.0833	650	0.5966	0.5588	0.5966	0.7724
0.3526	27.1667	652	0.5737	0.5490	0.5737	0.7574
0.3526	27.25	654	0.5978	0.5465	0.5978	0.7732
0.3526	27.3333	656	0.6430	0.5187	0.6430	0.8019
0.3526	27.4167	658	0.6329	0.5597	0.6329	0.7956
0.3526	27.5	660	0.6034	0.5885	0.6034	0.7768
0.3526	27.5833	662	0.5743	0.5422	0.5743	0.7578
0.3526	27.6667	664	0.5893	0.5397	0.5893	0.7677
0.3526	27.75	666	0.6194	0.5617	0.6194	0.7870
0.3526	27.8333	668	0.6563	0.5719	0.6563	0.8101
0.3526	27.9167	670	0.6903	0.5235	0.6903	0.8308
0.3526	28.0	672	0.7174	0.5205	0.7174	0.8470
0.3526	28.0833	674	0.7073	0.5516	0.7073	0.8410
0.3526	28.1667	676	0.6822	0.5828	0.6822	0.8260
0.3526	28.25	678	0.6681	0.5264	0.6681	0.8174
0.3526	28.3333	680	0.6562	0.5322	0.6562	0.8101
0.3526	28.4167	682	0.6436	0.5598	0.6436	0.8023
0.3526	28.5	684	0.6620	0.5504	0.6620	0.8136
0.3526	28.5833	686	0.7013	0.5205	0.7013	0.8374
0.3526	28.6667	688	0.6741	0.5125	0.6741	0.8210
0.3526	28.75	690	0.6178	0.5591	0.6178	0.7860
0.3526	28.8333	692	0.5722	0.5190	0.5722	0.7564
0.3526	28.9167	694	0.5494	0.4918	0.5494	0.7412
0.3526	29.0	696	0.5634	0.5190	0.5634	0.7506
0.3526	29.0833	698	0.5779	0.5353	0.5779	0.7602
0.3526	29.1667	700	0.5627	0.5441	0.5627	0.7501
0.3526	29.25	702	0.5570	0.5153	0.5570	0.7463
0.3526	29.3333	704	0.5660	0.5530	0.5660	0.7523
0.3526	29.4167	706	0.5724	0.5180	0.5724	0.7566
0.3526	29.5	708	0.5753	0.4992	0.5753	0.7585
0.3526	29.5833	710	0.5845	0.4928	0.5845	0.7645
0.3526	29.6667	712	0.5969	0.5295	0.5969	0.7726
0.3526	29.75	714	0.6245	0.5807	0.6245	0.7903
0.3526	29.8333	716	0.6477	0.5637	0.6477	0.8048
0.3526	29.9167	718	0.6920	0.5031	0.6920	0.8318
0.3526	30.0	720	0.6705	0.4935	0.6705	0.8188
0.3526	30.0833	722	0.6014	0.5198	0.6014	0.7755
0.3526	30.1667	724	0.5781	0.5740	0.5781	0.7603
0.3526	30.25	726	0.6110	0.5192	0.6110	0.7817
0.3526	30.3333	728	0.6416	0.5363	0.6416	0.8010
0.3526	30.4167	730	0.6981	0.5116	0.6981	0.8355
0.3526	30.5	732	0.6926	0.5247	0.6926	0.8322
0.3526	30.5833	734	0.6375	0.5538	0.6375	0.7985
0.3526	30.6667	736	0.6140	0.5846	0.6140	0.7836
0.3526	30.75	738	0.6148	0.5415	0.6148	0.7841
0.3526	30.8333	740	0.6155	0.5097	0.6155	0.7845
0.3526	30.9167	742	0.6157	0.5097	0.6157	0.7846
0.3526	31.0	744	0.6320	0.5440	0.6320	0.7950
0.3526	31.0833	746	0.6359	0.5970	0.6359	0.7974
0.3526	31.1667	748	0.6245	0.6026	0.6245	0.7902
0.3526	31.25	750	0.6052	0.5729	0.6052	0.7780
0.3526	31.3333	752	0.6065	0.5952	0.6065	0.7788
0.3526	31.4167	754	0.5787	0.5278	0.5787	0.7607
0.3526	31.5	756	0.5454	0.5155	0.5454	0.7385
0.3526	31.5833	758	0.5443	0.5013	0.5443	0.7377
0.3526	31.6667	760	0.5618	0.5034	0.5618	0.7495
0.3526	31.75	762	0.5994	0.5471	0.5994	0.7742
0.3526	31.8333	764	0.6108	0.5685	0.6108	0.7815
0.3526	31.9167	766	0.6078	0.5893	0.6078	0.7796
0.3526	32.0	768	0.6432	0.5831	0.6432	0.8020
0.3526	32.0833	770	0.6839	0.5199	0.6839	0.8270
0.3526	32.1667	772	0.7133	0.5177	0.7133	0.8446
0.3526	32.25	774	0.7239	0.4834	0.7239	0.8508
0.3526	32.3333	776	0.7107	0.4934	0.7107	0.8430
0.3526	32.4167	778	0.6620	0.6080	0.6620	0.8136
0.3526	32.5	780	0.6079	0.5877	0.6079	0.7797
0.3526	32.5833	782	0.5929	0.5813	0.5929	0.7700
0.3526	32.6667	784	0.5952	0.6030	0.5952	0.7715
0.3526	32.75	786	0.6280	0.5325	0.6280	0.7925
0.3526	32.8333	788	0.6716	0.5218	0.6716	0.8195
0.3526	32.9167	790	0.6661	0.5106	0.6661	0.8161
0.3526	33.0	792	0.6122	0.5709	0.6122	0.7824
0.3526	33.0833	794	0.5943	0.5708	0.5943	0.7709
0.3526	33.1667	796	0.6057	0.5687	0.6057	0.7782
0.3526	33.25	798	0.6116	0.5873	0.6116	0.7820
0.3526	33.3333	800	0.6154	0.5955	0.6154	0.7845
0.3526	33.4167	802	0.6485	0.5157	0.6485	0.8053
0.3526	33.5	804	0.6329	0.5462	0.6329	0.7955
0.3526	33.5833	806	0.6015	0.5856	0.6015	0.7756
0.3526	33.6667	808	0.5813	0.5918	0.5813	0.7624
0.3526	33.75	810	0.5931	0.5779	0.5931	0.7701
0.3526	33.8333	812	0.5868	0.5958	0.5868	0.7660
0.3526	33.9167	814	0.5634	0.5914	0.5634	0.7506
0.3526	34.0	816	0.5667	0.5641	0.5667	0.7528
0.3526	34.0833	818	0.5479	0.5594	0.5479	0.7402
0.3526	34.1667	820	0.5463	0.6082	0.5463	0.7391
0.3526	34.25	822	0.5553	0.6119	0.5553	0.7452
0.3526	34.3333	824	0.5855	0.5851	0.5855	0.7652
0.3526	34.4167	826	0.6154	0.5609	0.6154	0.7845
0.3526	34.5	828	0.6178	0.5748	0.6178	0.7860
0.3526	34.5833	830	0.5976	0.5748	0.5976	0.7730
0.3526	34.6667	832	0.6176	0.5748	0.6176	0.7859
0.3526	34.75	834	0.6670	0.5534	0.6670	0.8167
0.3526	34.8333	836	0.6663	0.5534	0.6663	0.8162
0.3526	34.9167	838	0.6296	0.5807	0.6296	0.7935
0.3526	35.0	840	0.6208	0.5711	0.6208	0.7879
0.3526	35.0833	842	0.5732	0.5344	0.5732	0.7571
0.3526	35.1667	844	0.5416	0.5148	0.5416	0.7359
0.3526	35.25	846	0.5374	0.5335	0.5374	0.7331
0.3526	35.3333	848	0.5572	0.5570	0.5572	0.7465
0.3526	35.4167	850	0.5886	0.5634	0.5886	0.7672
0.3526	35.5	852	0.5799	0.5571	0.5799	0.7615
0.3526	35.5833	854	0.5394	0.5741	0.5394	0.7345
0.3526	35.6667	856	0.5281	0.5746	0.5281	0.7267
0.3526	35.75	858	0.5218	0.5209	0.5218	0.7224
0.3526	35.8333	860	0.5199	0.4998	0.5199	0.7210
0.3526	35.9167	862	0.5334	0.5115	0.5334	0.7303
0.3526	36.0	864	0.5421	0.4978	0.5421	0.7363
0.3526	36.0833	866	0.5581	0.5596	0.5581	0.7471
0.3526	36.1667	868	0.5856	0.5698	0.5856	0.7653
0.3526	36.25	870	0.5975	0.5376	0.5975	0.7730
0.3526	36.3333	872	0.6190	0.5376	0.6190	0.7867
0.3526	36.4167	874	0.5850	0.5457	0.5850	0.7649
0.3526	36.5	876	0.5558	0.5597	0.5558	0.7455
0.3526	36.5833	878	0.5438	0.5597	0.5438	0.7374
0.3526	36.6667	880	0.5543	0.5597	0.5543	0.7445
0.3526	36.75	882	0.5953	0.5457	0.5953	0.7716
0.3526	36.8333	884	0.6316	0.5405	0.6316	0.7947
0.3526	36.9167	886	0.6345	0.5581	0.6345	0.7966
0.3526	37.0	888	0.6299	0.5626	0.6299	0.7937
0.3526	37.0833	890	0.5969	0.5706	0.5969	0.7726
0.3526	37.1667	892	0.5571	0.5717	0.5571	0.7464
0.3526	37.25	894	0.5503	0.5683	0.5503	0.7418
0.3526	37.3333	896	0.5549	0.5717	0.5549	0.7449
0.3526	37.4167	898	0.5643	0.5938	0.5643	0.7512
0.3526	37.5	900	0.6079	0.5820	0.6079	0.7797
0.3526	37.5833	902	0.6505	0.5384	0.6505	0.8065
0.3526	37.6667	904	0.6763	0.5384	0.6763	0.8224
0.3526	37.75	906	0.6782	0.5443	0.6782	0.8235
0.3526	37.8333	908	0.6588	0.5499	0.6588	0.8117
0.3526	37.9167	910	0.6551	0.5601	0.6551	0.8094
0.3526	38.0	912	0.6758	0.5268	0.6758	0.8221
0.3526	38.0833	914	0.6753	0.5268	0.6753	0.8218
0.3526	38.1667	916	0.6558	0.5682	0.6558	0.8098
0.3526	38.25	918	0.6449	0.5391	0.6449	0.8031
0.3526	38.3333	920	0.6433	0.5343	0.6433	0.8021
0.3526	38.4167	922	0.6415	0.5529	0.6415	0.8009
0.3526	38.5	924	0.6363	0.5455	0.6363	0.7977
0.3526	38.5833	926	0.5949	0.5920	0.5949	0.7713
0.3526	38.6667	928	0.5868	0.5944	0.5868	0.7661
0.3526	38.75	930	0.6044	0.5968	0.6044	0.7775
0.3526	38.8333	932	0.6463	0.5163	0.6463	0.8039
0.3526	38.9167	934	0.6525	0.5163	0.6525	0.8078
0.3526	39.0	936	0.6230	0.5178	0.6230	0.7893
0.3526	39.0833	938	0.5948	0.5993	0.5948	0.7712
0.3526	39.1667	940	0.5800	0.5802	0.5800	0.7616
0.3526	39.25	942	0.5603	0.5802	0.5603	0.7485
0.3526	39.3333	944	0.5571	0.5861	0.5571	0.7464
0.3526	39.4167	946	0.5768	0.6016	0.5768	0.7595
0.3526	39.5	948	0.6052	0.5904	0.6052	0.7779
0.3526	39.5833	950	0.6433	0.5412	0.6433	0.8021
0.3526	39.6667	952	0.7225	0.4802	0.7225	0.8500
0.3526	39.75	954	0.7303	0.4802	0.7303	0.8546
0.3526	39.8333	956	0.6669	0.4963	0.6669	0.8167
0.3526	39.9167	958	0.5768	0.5712	0.5768	0.7595
0.3526	40.0	960	0.5222	0.5562	0.5222	0.7226
0.3526	40.0833	962	0.5102	0.5568	0.5102	0.7143
0.3526	40.1667	964	0.5273	0.5900	0.5273	0.7262
0.3526	40.25	966	0.5761	0.6009	0.5761	0.7590
0.3526	40.3333	968	0.6326	0.5519	0.6326	0.7954
0.3526	40.4167	970	0.6627	0.5445	0.6627	0.8141
0.3526	40.5	972	0.6408	0.5462	0.6408	0.8005
0.3526	40.5833	974	0.5967	0.5900	0.5967	0.7725
0.3526	40.6667	976	0.5900	0.5900	0.5900	0.7681
0.3526	40.75	978	0.6179	0.5562	0.6179	0.7861
0.3526	40.8333	980	0.6584	0.5333	0.6584	0.8114
0.3526	40.9167	982	0.7457	0.5093	0.7457	0.8635
0.3526	41.0	984	0.7678	0.5063	0.7678	0.8762
0.3526	41.0833	986	0.7255	0.5291	0.7255	0.8518
0.3526	41.1667	988	0.6895	0.5088	0.6895	0.8304
0.3526	41.25	990	0.6837	0.5025	0.6837	0.8268
0.3526	41.3333	992	0.6562	0.5079	0.6562	0.8101
0.3526	41.4167	994	0.6334	0.5403	0.6334	0.7959
0.3526	41.5	996	0.6178	0.5790	0.6178	0.7860
0.3526	41.5833	998	0.5998	0.5790	0.5998	0.7744
0.0631	41.6667	1000	0.5928	0.5943	0.5928	0.7699
0.0631	41.75	1002	0.5753	0.5518	0.5753	0.7585
0.0631	41.8333	1004	0.5588	0.5683	0.5588	0.7476
0.0631	41.9167	1006	0.5594	0.5596	0.5594	0.7479
0.0631	42.0	1008	0.5847	0.5878	0.5847	0.7647
0.0631	42.0833	1010	0.6126	0.5475	0.6126	0.7827

Framework versions

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