ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_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: 0.4471
• Qwk: 0.5556
• Mse: 0.4471
• Rmse: 0.6687

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	0.1333	2	2.6123	-0.0788	2.6123	1.6163
No log	0.2667	4	1.1244	0.1268	1.1244	1.0604
No log	0.4	6	0.7119	0.2118	0.7119	0.8437
No log	0.5333	8	0.7069	0.2558	0.7069	0.8408
No log	0.6667	10	0.6753	0.3536	0.6753	0.8218
No log	0.8	12	0.7064	0.3286	0.7064	0.8405
No log	0.9333	14	0.6883	0.2872	0.6883	0.8296
No log	1.0667	16	0.7426	0.2456	0.7426	0.8617
No log	1.2	18	0.8584	0.1924	0.8584	0.9265
No log	1.3333	20	0.7923	0.2746	0.7923	0.8901
No log	1.4667	22	0.7792	0.1952	0.7792	0.8827
No log	1.6	24	0.7564	0.3183	0.7564	0.8697
No log	1.7333	26	0.7882	0.1906	0.7882	0.8878
No log	1.8667	28	0.9353	0.1925	0.9353	0.9671
No log	2.0	30	0.7960	0.1973	0.7960	0.8922
No log	2.1333	32	0.6628	0.3577	0.6628	0.8141
No log	2.2667	34	0.7264	0.4911	0.7264	0.8523
No log	2.4	36	0.7001	0.4464	0.7001	0.8367
No log	2.5333	38	0.6357	0.4023	0.6357	0.7973
No log	2.6667	40	0.7076	0.3157	0.7076	0.8412
No log	2.8	42	0.9176	0.3461	0.9176	0.9579
No log	2.9333	44	0.7883	0.3719	0.7883	0.8878
No log	3.0667	46	0.7043	0.3739	0.7043	0.8392
No log	3.2	48	0.5885	0.4731	0.5885	0.7672
No log	3.3333	50	0.5940	0.4738	0.5940	0.7707
No log	3.4667	52	0.7071	0.3957	0.7071	0.8409
No log	3.6	54	0.8778	0.3160	0.8778	0.9369
No log	3.7333	56	0.8439	0.3137	0.8439	0.9186
No log	3.8667	58	0.6444	0.4677	0.6444	0.8028
No log	4.0	60	0.6385	0.4601	0.6385	0.7991
No log	4.1333	62	0.6503	0.4743	0.6503	0.8064
No log	4.2667	64	0.6837	0.4494	0.6837	0.8268
No log	4.4	66	0.7900	0.3204	0.7900	0.8888
No log	4.5333	68	0.7983	0.2886	0.7983	0.8935
No log	4.6667	70	0.6949	0.4139	0.6949	0.8336
No log	4.8	72	0.6675	0.4397	0.6675	0.8170
No log	4.9333	74	0.6664	0.4772	0.6664	0.8163
No log	5.0667	76	0.6342	0.5389	0.6342	0.7964
No log	5.2	78	0.7407	0.3517	0.7407	0.8607
No log	5.3333	80	0.7813	0.3431	0.7813	0.8839
No log	5.4667	82	0.6177	0.5467	0.6177	0.7859
No log	5.6	84	0.6711	0.5484	0.6711	0.8192
No log	5.7333	86	0.7348	0.4757	0.7348	0.8572
No log	5.8667	88	0.5615	0.4984	0.5615	0.7493
No log	6.0	90	0.5921	0.4888	0.5921	0.7695
No log	6.1333	92	0.7173	0.3663	0.7173	0.8469
No log	6.2667	94	0.6513	0.4477	0.6513	0.8070
No log	6.4	96	0.6096	0.4979	0.6096	0.7808
No log	6.5333	98	0.5877	0.4795	0.5877	0.7666
No log	6.6667	100	0.6407	0.5563	0.6407	0.8004
No log	6.8	102	0.6323	0.5302	0.6323	0.7952
No log	6.9333	104	0.6061	0.5586	0.6061	0.7785
No log	7.0667	106	0.5815	0.5494	0.5815	0.7625
No log	7.2	108	0.6046	0.4598	0.6046	0.7776
No log	7.3333	110	0.6139	0.4272	0.6139	0.7835
No log	7.4667	112	0.5311	0.5860	0.5311	0.7288
No log	7.6	114	0.6351	0.5308	0.6351	0.7969
No log	7.7333	116	0.7537	0.5414	0.7537	0.8682
No log	7.8667	118	0.6657	0.5181	0.6657	0.8159
No log	8.0	120	0.5775	0.5741	0.5775	0.7599
No log	8.1333	122	0.5636	0.5352	0.5636	0.7508
No log	8.2667	124	0.6433	0.4616	0.6433	0.8021
No log	8.4	126	0.5998	0.5483	0.5998	0.7745
No log	8.5333	128	0.5815	0.5812	0.5815	0.7625
No log	8.6667	130	0.5851	0.5563	0.5851	0.7649
No log	8.8	132	0.5985	0.5383	0.5985	0.7736
No log	8.9333	134	0.5772	0.5707	0.5772	0.7597
No log	9.0667	136	0.5768	0.5463	0.5768	0.7595
No log	9.2	138	0.5845	0.5611	0.5845	0.7645
No log	9.3333	140	0.5825	0.5831	0.5825	0.7632
No log	9.4667	142	0.6894	0.4436	0.6894	0.8303
No log	9.6	144	0.6741	0.5096	0.6741	0.8210
No log	9.7333	146	0.5747	0.5831	0.5747	0.7581
No log	9.8667	148	0.5291	0.5611	0.5291	0.7274
No log	10.0	150	0.5552	0.5429	0.5552	0.7451
No log	10.1333	152	0.4877	0.6577	0.4877	0.6984
No log	10.2667	154	0.5006	0.5577	0.5006	0.7075
No log	10.4	156	0.5440	0.5673	0.5440	0.7375
No log	10.5333	158	0.5477	0.5673	0.5477	0.7401
No log	10.6667	160	0.4817	0.6313	0.4817	0.6941
No log	10.8	162	0.5885	0.5874	0.5885	0.7671
No log	10.9333	164	0.5966	0.5552	0.5966	0.7724
No log	11.0667	166	0.4997	0.6133	0.4997	0.7069
No log	11.2	168	0.5396	0.5291	0.5396	0.7346
No log	11.3333	170	0.5378	0.5653	0.5378	0.7333
No log	11.4667	172	0.5032	0.5899	0.5032	0.7094
No log	11.6	174	0.5725	0.5970	0.5725	0.7566
No log	11.7333	176	0.6406	0.4429	0.6406	0.8004
No log	11.8667	178	0.5722	0.5918	0.5722	0.7564
No log	12.0	180	0.5279	0.5567	0.5279	0.7266
No log	12.1333	182	0.5588	0.5457	0.5588	0.7475
No log	12.2667	184	0.6163	0.5307	0.6163	0.7850
No log	12.4	186	0.5552	0.5457	0.5552	0.7451
No log	12.5333	188	0.5232	0.5890	0.5232	0.7233
No log	12.6667	190	0.5372	0.6066	0.5372	0.7329
No log	12.8	192	0.5272	0.6269	0.5272	0.7261
No log	12.9333	194	0.5123	0.6504	0.5123	0.7158
No log	13.0667	196	0.5256	0.5947	0.5256	0.7250
No log	13.2	198	0.5411	0.6025	0.5411	0.7356
No log	13.3333	200	0.5275	0.6431	0.5275	0.7263
No log	13.4667	202	0.5317	0.5479	0.5317	0.7292
No log	13.6	204	0.5426	0.4715	0.5426	0.7366
No log	13.7333	206	0.5479	0.5846	0.5479	0.7402
No log	13.8667	208	0.6139	0.5014	0.6139	0.7835
No log	14.0	210	0.6147	0.5014	0.6147	0.7840
No log	14.1333	212	0.5687	0.6082	0.5687	0.7541
No log	14.2667	214	0.5897	0.5418	0.5897	0.7679
No log	14.4	216	0.5851	0.5732	0.5851	0.7649
No log	14.5333	218	0.5565	0.5915	0.5565	0.7460
No log	14.6667	220	0.6232	0.5160	0.6232	0.7894
No log	14.8	222	0.7947	0.4458	0.7947	0.8915
No log	14.9333	224	0.8190	0.4277	0.8190	0.9050
No log	15.0667	226	0.7215	0.3909	0.7215	0.8494
No log	15.2	228	0.5949	0.5406	0.5949	0.7713
No log	15.3333	230	0.5996	0.6022	0.5996	0.7744
No log	15.4667	232	0.6064	0.5908	0.6064	0.7787
No log	15.6	234	0.5735	0.6295	0.5735	0.7573
No log	15.7333	236	0.5698	0.6112	0.5698	0.7548
No log	15.8667	238	0.5690	0.6186	0.5690	0.7543
No log	16.0	240	0.5529	0.5888	0.5529	0.7436
No log	16.1333	242	0.5431	0.5107	0.5431	0.7370
No log	16.2667	244	0.5343	0.4953	0.5343	0.7309
No log	16.4	246	0.5362	0.5022	0.5362	0.7323
No log	16.5333	248	0.5326	0.5095	0.5326	0.7298
No log	16.6667	250	0.5274	0.5022	0.5274	0.7262
No log	16.8	252	0.5269	0.5022	0.5269	0.7258
No log	16.9333	254	0.5317	0.5231	0.5317	0.7292
No log	17.0667	256	0.5620	0.5422	0.5620	0.7496
No log	17.2	258	0.6009	0.4935	0.6009	0.7751
No log	17.3333	260	0.5796	0.4935	0.5796	0.7613
No log	17.4667	262	0.5532	0.5405	0.5532	0.7438
No log	17.6	264	0.6074	0.5871	0.6074	0.7794
No log	17.7333	266	0.7109	0.5155	0.7109	0.8432
No log	17.8667	268	0.7739	0.4222	0.7739	0.8797
No log	18.0	270	0.6710	0.5326	0.6710	0.8191
No log	18.1333	272	0.5608	0.5095	0.5608	0.7489
No log	18.2667	274	0.5797	0.4611	0.5797	0.7614
No log	18.4	276	0.6678	0.3761	0.6678	0.8172
No log	18.5333	278	0.6232	0.4616	0.6232	0.7894
No log	18.6667	280	0.5937	0.4935	0.5937	0.7705
No log	18.8	282	0.5678	0.4895	0.5678	0.7535
No log	18.9333	284	0.5446	0.5266	0.5446	0.7380
No log	19.0667	286	0.5257	0.4973	0.5257	0.7250
No log	19.2	288	0.5439	0.6423	0.5439	0.7375
No log	19.3333	290	0.5264	0.5840	0.5264	0.7255
No log	19.4667	292	0.5250	0.5697	0.5250	0.7246
No log	19.6	294	0.5418	0.4981	0.5418	0.7361
No log	19.7333	296	0.5220	0.5300	0.5220	0.7225
No log	19.8667	298	0.4957	0.6460	0.4957	0.7041
No log	20.0	300	0.5019	0.6518	0.5019	0.7085
No log	20.1333	302	0.5098	0.6601	0.5098	0.7140
No log	20.2667	304	0.5058	0.5923	0.5058	0.7112
No log	20.4	306	0.5028	0.6303	0.5028	0.7091
No log	20.5333	308	0.4981	0.5286	0.4981	0.7058
No log	20.6667	310	0.5140	0.4876	0.5140	0.7169
No log	20.8	312	0.5223	0.4876	0.5223	0.7227
No log	20.9333	314	0.5128	0.6156	0.5128	0.7161
No log	21.0667	316	0.5520	0.5957	0.5520	0.7430
No log	21.2	318	0.6083	0.4893	0.6083	0.7799
No log	21.3333	320	0.5883	0.5042	0.5883	0.7670
No log	21.4667	322	0.5123	0.5521	0.5123	0.7157
No log	21.6	324	0.5422	0.4548	0.5421	0.7363
No log	21.7333	326	0.5860	0.4193	0.5860	0.7655
No log	21.8667	328	0.5658	0.4569	0.5658	0.7522
No log	22.0	330	0.5146	0.5122	0.5146	0.7173
No log	22.1333	332	0.5272	0.4705	0.5272	0.7261
No log	22.2667	334	0.5430	0.4705	0.5430	0.7369
No log	22.4	336	0.5171	0.5631	0.5171	0.7191
No log	22.5333	338	0.4934	0.5860	0.4934	0.7024
No log	22.6667	340	0.5330	0.5429	0.5330	0.7301
No log	22.8	342	0.5783	0.5298	0.5783	0.7604
No log	22.9333	344	0.5303	0.5553	0.5303	0.7282
No log	23.0667	346	0.4888	0.6001	0.4888	0.6991
No log	23.2	348	0.5288	0.5433	0.5288	0.7272
No log	23.3333	350	0.5618	0.5484	0.5618	0.7495
No log	23.4667	352	0.5139	0.5910	0.5139	0.7169
No log	23.6	354	0.4959	0.6222	0.4959	0.7042
No log	23.7333	356	0.5146	0.5767	0.5146	0.7174
No log	23.8667	358	0.4972	0.6333	0.4972	0.7051
No log	24.0	360	0.4805	0.6014	0.4805	0.6932
No log	24.1333	362	0.4761	0.6014	0.4761	0.6900
No log	24.2667	364	0.4702	0.6007	0.4702	0.6857
No log	24.4	366	0.4590	0.5941	0.4590	0.6775
No log	24.5333	368	0.4587	0.5941	0.4587	0.6772
No log	24.6667	370	0.4583	0.5941	0.4583	0.6770
No log	24.8	372	0.4546	0.5941	0.4546	0.6742
No log	24.9333	374	0.4536	0.5941	0.4536	0.6735
No log	25.0667	376	0.4533	0.6435	0.4533	0.6733
No log	25.2	378	0.4564	0.6024	0.4564	0.6756
No log	25.3333	380	0.4687	0.6252	0.4687	0.6846
No log	25.4667	382	0.4954	0.6691	0.4954	0.7039
No log	25.6	384	0.4801	0.6434	0.4801	0.6929
No log	25.7333	386	0.4697	0.6434	0.4697	0.6853
No log	25.8667	388	0.4650	0.6426	0.4650	0.6819
No log	26.0	390	0.4534	0.6024	0.4534	0.6734
No log	26.1333	392	0.4557	0.6448	0.4557	0.6751
No log	26.2667	394	0.4603	0.5714	0.4603	0.6784
No log	26.4	396	0.4682	0.5633	0.4682	0.6843
No log	26.5333	398	0.4544	0.6543	0.4544	0.6741
No log	26.6667	400	0.4483	0.6111	0.4483	0.6696
No log	26.8	402	0.4417	0.6111	0.4417	0.6646
No log	26.9333	404	0.4396	0.6242	0.4396	0.6630
No log	27.0667	406	0.4595	0.6317	0.4595	0.6779
No log	27.2	408	0.5122	0.5874	0.5122	0.7157
No log	27.3333	410	0.5148	0.5874	0.5148	0.7175
No log	27.4667	412	0.4644	0.6317	0.4644	0.6815
No log	27.6	414	0.4486	0.6321	0.4486	0.6698
No log	27.7333	416	0.4579	0.6321	0.4579	0.6767
No log	27.8667	418	0.4692	0.6661	0.4692	0.6850
No log	28.0	420	0.4911	0.5956	0.4911	0.7008
No log	28.1333	422	0.5030	0.5970	0.5030	0.7093
No log	28.2667	424	0.4917	0.5554	0.4917	0.7012
No log	28.4	426	0.4728	0.5899	0.4728	0.6876
No log	28.5333	428	0.4713	0.5749	0.4713	0.6865
No log	28.6667	430	0.4767	0.6321	0.4767	0.6905
No log	28.8	432	0.4749	0.6106	0.4749	0.6892
No log	28.9333	434	0.4810	0.5321	0.4810	0.6936
No log	29.0667	436	0.4841	0.5302	0.4841	0.6957
No log	29.2	438	0.4961	0.5943	0.4961	0.7044
No log	29.3333	440	0.5237	0.5793	0.5237	0.7237
No log	29.4667	442	0.5195	0.5706	0.5195	0.7207
No log	29.6	444	0.4766	0.6007	0.4766	0.6903
No log	29.7333	446	0.4667	0.5831	0.4667	0.6832
No log	29.8667	448	0.4886	0.6406	0.4886	0.6990
No log	30.0	450	0.4912	0.6201	0.4912	0.7008
No log	30.1333	452	0.4666	0.5687	0.4666	0.6831
No log	30.2667	454	0.4744	0.5714	0.4744	0.6888
No log	30.4	456	0.5047	0.6308	0.5047	0.7104
No log	30.5333	458	0.5700	0.5190	0.5700	0.7550
No log	30.6667	460	0.5752	0.5190	0.5752	0.7584
No log	30.8	462	0.5004	0.5822	0.5004	0.7074
No log	30.9333	464	0.4750	0.6672	0.4750	0.6892
No log	31.0667	466	0.4665	0.7012	0.4665	0.6830
No log	31.2	468	0.4699	0.6446	0.4699	0.6855
No log	31.3333	470	0.4748	0.5886	0.4748	0.6891
No log	31.4667	472	0.4715	0.5753	0.4715	0.6867
No log	31.6	474	0.4691	0.6171	0.4691	0.6849
No log	31.7333	476	0.4705	0.6566	0.4705	0.6860
No log	31.8667	478	0.4732	0.6388	0.4732	0.6879
No log	32.0	480	0.4798	0.6933	0.4798	0.6927
No log	32.1333	482	0.5117	0.6036	0.5117	0.7153
No log	32.2667	484	0.5023	0.6445	0.5023	0.7087
No log	32.4	486	0.4742	0.6158	0.4742	0.6886
No log	32.5333	488	0.5081	0.6495	0.5081	0.7128
No log	32.6667	490	0.6051	0.5007	0.6051	0.7779
No log	32.8	492	0.6382	0.4748	0.6382	0.7989
No log	32.9333	494	0.5657	0.4964	0.5657	0.7521
No log	33.0667	496	0.4917	0.6276	0.4917	0.7012
No log	33.2	498	0.4671	0.5422	0.4671	0.6835
0.2591	33.3333	500	0.4617	0.5440	0.4617	0.6795
0.2591	33.4667	502	0.4548	0.6335	0.4548	0.6744
0.2591	33.6	504	0.4534	0.6335	0.4534	0.6734
0.2591	33.7333	506	0.4624	0.6462	0.4624	0.6800
0.2591	33.8667	508	0.4608	0.6243	0.4608	0.6788
0.2591	34.0	510	0.4517	0.6243	0.4517	0.6721
0.2591	34.1333	512	0.4544	0.6370	0.4544	0.6741
0.2591	34.2667	514	0.4597	0.6793	0.4597	0.6780
0.2591	34.4	516	0.4563	0.6383	0.4563	0.6755
0.2591	34.5333	518	0.4584	0.6650	0.4584	0.6771
0.2591	34.6667	520	0.4621	0.7012	0.4621	0.6798
0.2591	34.8	522	0.4654	0.6334	0.4654	0.6822
0.2591	34.9333	524	0.4631	0.6632	0.4631	0.6805
0.2591	35.0667	526	0.4631	0.6422	0.4631	0.6805
0.2591	35.2	528	0.4614	0.6091	0.4614	0.6792
0.2591	35.3333	530	0.4636	0.6184	0.4636	0.6809
0.2591	35.4667	532	0.4700	0.5943	0.4700	0.6856
0.2591	35.6	534	0.4836	0.5329	0.4836	0.6954
0.2591	35.7333	536	0.5015	0.6052	0.5015	0.7082
0.2591	35.8667	538	0.5024	0.5712	0.5024	0.7088
0.2591	36.0	540	0.4825	0.5872	0.4825	0.6946
0.2591	36.1333	542	0.4604	0.6321	0.4604	0.6785
0.2591	36.2667	544	0.4724	0.6690	0.4724	0.6873
0.2591	36.4	546	0.5196	0.6414	0.5196	0.7208
0.2591	36.5333	548	0.5336	0.5233	0.5336	0.7305
0.2591	36.6667	550	0.5070	0.6414	0.5070	0.7120
0.2591	36.8	552	0.4693	0.6295	0.4693	0.6851
0.2591	36.9333	554	0.4574	0.6579	0.4574	0.6763
0.2591	37.0667	556	0.4588	0.6579	0.4588	0.6774
0.2591	37.2	558	0.4620	0.6579	0.4620	0.6797
0.2591	37.3333	560	0.4626	0.5633	0.4626	0.6801
0.2591	37.4667	562	0.4621	0.5227	0.4621	0.6798
0.2591	37.6	564	0.4648	0.5869	0.4648	0.6818
0.2591	37.7333	566	0.4851	0.5386	0.4851	0.6965
0.2591	37.8667	568	0.4892	0.5655	0.4892	0.6994
0.2591	38.0	570	0.4738	0.5665	0.4738	0.6883
0.2591	38.1333	572	0.4679	0.5556	0.4679	0.6840
0.2591	38.2667	574	0.4983	0.6210	0.4983	0.7059
0.2591	38.4	576	0.5105	0.5642	0.5105	0.7145
0.2591	38.5333	578	0.5067	0.6127	0.5067	0.7119
0.2591	38.6667	580	0.4895	0.6210	0.4895	0.6996
0.2591	38.8	582	0.4719	0.5831	0.4719	0.6870
0.2591	38.9333	584	0.4833	0.6087	0.4833	0.6952
0.2591	39.0667	586	0.5045	0.5989	0.5045	0.7103
0.2591	39.2	588	0.5215	0.6073	0.5215	0.7222
0.2591	39.3333	590	0.5206	0.6073	0.5206	0.7215
0.2591	39.4667	592	0.4935	0.5989	0.4935	0.7025
0.2591	39.6	594	0.4678	0.6418	0.4678	0.6840
0.2591	39.7333	596	0.4619	0.6808	0.4619	0.6796
0.2591	39.8667	598	0.4533	0.5941	0.4533	0.6733
0.2591	40.0	600	0.4487	0.6439	0.4487	0.6699
0.2591	40.1333	602	0.4458	0.6530	0.4458	0.6677
0.2591	40.2667	604	0.4470	0.6307	0.4470	0.6686
0.2591	40.4	606	0.4495	0.6403	0.4495	0.6704
0.2591	40.5333	608	0.4460	0.6403	0.4460	0.6678
0.2591	40.6667	610	0.4401	0.6403	0.4401	0.6634
0.2591	40.8	612	0.4385	0.5970	0.4385	0.6622
0.2591	40.9333	614	0.4419	0.6082	0.4419	0.6648
0.2591	41.0667	616	0.4355	0.6214	0.4355	0.6599
0.2591	41.2	618	0.4351	0.6228	0.4351	0.6596
0.2591	41.3333	620	0.4240	0.6639	0.4240	0.6512
0.2591	41.4667	622	0.4316	0.7032	0.4316	0.6569
0.2591	41.6	624	0.4640	0.6468	0.4640	0.6812
0.2591	41.7333	626	0.5126	0.6314	0.5126	0.7160
0.2591	41.8667	628	0.5238	0.5887	0.5238	0.7237
0.2591	42.0	630	0.4933	0.6390	0.4933	0.7024
0.2591	42.1333	632	0.4468	0.6082	0.4468	0.6684
0.2591	42.2667	634	0.4292	0.6017	0.4292	0.6551
0.2591	42.4	636	0.4363	0.6229	0.4363	0.6605
0.2591	42.5333	638	0.4460	0.6518	0.4460	0.6679
0.2591	42.6667	640	0.4589	0.6518	0.4589	0.6774
0.2591	42.8	642	0.4620	0.6518	0.4620	0.6797
0.2591	42.9333	644	0.4510	0.6518	0.4510	0.6715
0.2591	43.0667	646	0.4462	0.6017	0.4462	0.6680
0.2591	43.2	648	0.4544	0.5930	0.4544	0.6741
0.2591	43.3333	650	0.4904	0.5796	0.4904	0.7003
0.2591	43.4667	652	0.5278	0.5908	0.5278	0.7265
0.2591	43.6	654	0.5323	0.5908	0.5323	0.7296
0.2591	43.7333	656	0.5116	0.5908	0.5116	0.7153
0.2591	43.8667	658	0.4887	0.5627	0.4887	0.6991
0.2591	44.0	660	0.4682	0.6170	0.4682	0.6842
0.2591	44.1333	662	0.4615	0.6170	0.4615	0.6794
0.2591	44.2667	664	0.4613	0.6255	0.4613	0.6792
0.2591	44.4	666	0.4636	0.6255	0.4636	0.6809
0.2591	44.5333	668	0.4683	0.5633	0.4683	0.6843
0.2591	44.6667	670	0.4902	0.5098	0.4902	0.7001
0.2591	44.8	672	0.5209	0.5498	0.5209	0.7218
0.2591	44.9333	674	0.5274	0.5706	0.5274	0.7263
0.2591	45.0667	676	0.5103	0.5569	0.5103	0.7143
0.2591	45.2	678	0.4853	0.5507	0.4853	0.6966
0.2591	45.3333	680	0.4726	0.6919	0.4726	0.6875
0.2591	45.4667	682	0.4765	0.6612	0.4765	0.6903
0.2591	45.6	684	0.4827	0.6201	0.4827	0.6948
0.2591	45.7333	686	0.4840	0.5614	0.4840	0.6957
0.2591	45.8667	688	0.4839	0.5715	0.4839	0.6956
0.2591	46.0	690	0.4793	0.5485	0.4793	0.6923
0.2591	46.1333	692	0.4695	0.5899	0.4695	0.6852
0.2591	46.2667	694	0.4672	0.6106	0.4672	0.6835
0.2591	46.4	696	0.4753	0.6154	0.4753	0.6894
0.2591	46.5333	698	0.4839	0.5633	0.4839	0.6957
0.2591	46.6667	700	0.4971	0.5266	0.4971	0.7050
0.2591	46.8	702	0.5012	0.5266	0.5012	0.7080
0.2591	46.9333	704	0.4967	0.5781	0.4967	0.7048
0.2591	47.0667	706	0.4914	0.5633	0.4914	0.7010
0.2591	47.2	708	0.4832	0.5846	0.4832	0.6951
0.2591	47.3333	710	0.4866	0.5846	0.4866	0.6976
0.2591	47.4667	712	0.4843	0.5846	0.4843	0.6959
0.2591	47.6	714	0.4806	0.5714	0.4806	0.6933
0.2591	47.7333	716	0.4786	0.5246	0.4786	0.6918
0.2591	47.8667	718	0.4698	0.6017	0.4698	0.6854
0.2591	48.0	720	0.4652	0.6111	0.4652	0.6820
0.2591	48.1333	722	0.4755	0.6604	0.4755	0.6896
0.2591	48.2667	724	0.4788	0.6604	0.4788	0.6919
0.2591	48.4	726	0.4852	0.6506	0.4852	0.6965
0.2591	48.5333	728	0.4989	0.6226	0.4989	0.7063
0.2591	48.6667	730	0.4974	0.6309	0.4974	0.7052
0.2591	48.8	732	0.4800	0.6506	0.4800	0.6928
0.2591	48.9333	734	0.4588	0.6616	0.4588	0.6773
0.2591	49.0667	736	0.4545	0.6648	0.4545	0.6742
0.2591	49.2	738	0.4575	0.5098	0.4575	0.6764
0.2591	49.3333	740	0.4549	0.5246	0.4549	0.6745
0.2591	49.4667	742	0.4525	0.5556	0.4525	0.6727
0.2591	49.6	744	0.4514	0.6106	0.4514	0.6719
0.2591	49.7333	746	0.4513	0.6335	0.4513	0.6718
0.2591	49.8667	748	0.4516	0.6335	0.4516	0.6720
0.2591	50.0	750	0.4478	0.6106	0.4478	0.6692
0.2591	50.1333	752	0.4442	0.6106	0.4442	0.6665
0.2591	50.2667	754	0.4418	0.6106	0.4418	0.6647
0.2591	50.4	756	0.4378	0.6106	0.4378	0.6617
0.2591	50.5333	758	0.4341	0.6321	0.4341	0.6589
0.2591	50.6667	760	0.4321	0.6330	0.4321	0.6574
0.2591	50.8	762	0.4303	0.6819	0.4303	0.6560
0.2591	50.9333	764	0.4307	0.6819	0.4307	0.6563
0.2591	51.0667	766	0.4346	0.6830	0.4346	0.6592
0.2591	51.2	768	0.4432	0.6344	0.4432	0.6657
0.2591	51.3333	770	0.4539	0.5160	0.4539	0.6737
0.2591	51.4667	772	0.4684	0.5495	0.4684	0.6844
0.2591	51.6	774	0.4697	0.5538	0.4697	0.6854
0.2591	51.7333	776	0.4534	0.6184	0.4534	0.6734
0.2591	51.8667	778	0.4530	0.6184	0.4530	0.6731
0.2591	52.0	780	0.4496	0.6828	0.4496	0.6705
0.2591	52.1333	782	0.4567	0.6184	0.4567	0.6758
0.2591	52.2667	784	0.4531	0.6371	0.4531	0.6731
0.2591	52.4	786	0.4472	0.7012	0.4472	0.6687
0.2591	52.5333	788	0.4490	0.6819	0.4490	0.6701
0.2591	52.6667	790	0.4523	0.6819	0.4523	0.6725
0.2591	52.8	792	0.4573	0.6819	0.4573	0.6763
0.2591	52.9333	794	0.4646	0.6518	0.4646	0.6816
0.2591	53.0667	796	0.4693	0.6518	0.4693	0.6850
0.2591	53.2	798	0.4669	0.6339	0.4669	0.6833
0.2591	53.3333	800	0.4751	0.6357	0.4751	0.6893
0.2591	53.4667	802	0.4997	0.5335	0.4997	0.7069
0.2591	53.6	804	0.5211	0.5636	0.5211	0.7219
0.2591	53.7333	806	0.5179	0.5636	0.5179	0.7197
0.2591	53.8667	808	0.4966	0.5621	0.4966	0.7047
0.2591	54.0	810	0.4887	0.6079	0.4887	0.6990
0.2591	54.1333	812	0.4774	0.6305	0.4774	0.6909
0.2591	54.2667	814	0.4753	0.5627	0.4753	0.6895
0.2591	54.4	816	0.4862	0.5765	0.4862	0.6973
0.2591	54.5333	818	0.4999	0.5217	0.4999	0.7070
0.2591	54.6667	820	0.5201	0.5636	0.5201	0.7212
0.2591	54.8	822	0.5228	0.5636	0.5228	0.7231
0.2591	54.9333	824	0.5181	0.5636	0.5181	0.7198
0.2591	55.0667	826	0.5020	0.5283	0.5020	0.7085
0.2591	55.2	828	0.4954	0.5627	0.4954	0.7038
0.2591	55.3333	830	0.4806	0.6477	0.4806	0.6933
0.2591	55.4667	832	0.4682	0.6632	0.4682	0.6842
0.2591	55.6	834	0.4650	0.6530	0.4650	0.6819
0.2591	55.7333	836	0.4630	0.5868	0.4630	0.6804
0.2591	55.8667	838	0.4652	0.5868	0.4652	0.6821
0.2591	56.0	840	0.4685	0.6171	0.4685	0.6844
0.2591	56.1333	842	0.4730	0.5939	0.4730	0.6878
0.2591	56.2667	844	0.4694	0.6492	0.4694	0.6851
0.2591	56.4	846	0.4662	0.6401	0.4662	0.6828
0.2591	56.5333	848	0.4546	0.6608	0.4546	0.6742
0.2591	56.6667	850	0.4518	0.6608	0.4518	0.6722
0.2591	56.8	852	0.4487	0.6604	0.4487	0.6699
0.2591	56.9333	854	0.4440	0.6716	0.4440	0.6664
0.2591	57.0667	856	0.4438	0.6736	0.4438	0.6662
0.2591	57.2	858	0.4477	0.6140	0.4477	0.6691
0.2591	57.3333	860	0.4527	0.5765	0.4527	0.6728
0.2591	57.4667	862	0.4515	0.6269	0.4515	0.6720
0.2591	57.6	864	0.4475	0.6554	0.4475	0.6690
0.2591	57.7333	866	0.4439	0.7085	0.4439	0.6663
0.2591	57.8667	868	0.4516	0.6709	0.4516	0.6720
0.2591	58.0	870	0.4689	0.6330	0.4689	0.6848
0.2591	58.1333	872	0.4611	0.6702	0.4611	0.6790
0.2591	58.2667	874	0.4512	0.6709	0.4512	0.6717
0.2591	58.4	876	0.4394	0.7085	0.4394	0.6629
0.2591	58.5333	878	0.4389	0.6344	0.4389	0.6625
0.2591	58.6667	880	0.4519	0.6140	0.4519	0.6722
0.2591	58.8	882	0.4625	0.5617	0.4625	0.6801
0.2591	58.9333	884	0.4674	0.5538	0.4674	0.6837
0.2591	59.0667	886	0.4643	0.5538	0.4643	0.6814
0.2591	59.2	888	0.4654	0.5538	0.4654	0.6822
0.2591	59.3333	890	0.4602	0.5617	0.4602	0.6784
0.2591	59.4667	892	0.4522	0.5617	0.4522	0.6724
0.2591	59.6	894	0.4481	0.5681	0.4481	0.6694
0.2591	59.7333	896	0.4529	0.5732	0.4529	0.6730
0.2591	59.8667	898	0.4597	0.6589	0.4597	0.6780
0.2591	60.0	900	0.4602	0.6374	0.4602	0.6784
0.2591	60.1333	902	0.4553	0.6278	0.4553	0.6748
0.2591	60.2667	904	0.4509	0.5681	0.4509	0.6715
0.2591	60.4	906	0.4473	0.5681	0.4473	0.6688
0.2591	60.5333	908	0.4437	0.5681	0.4437	0.6661
0.2591	60.6667	910	0.4467	0.5617	0.4467	0.6684
0.2591	60.8	912	0.4466	0.5617	0.4466	0.6683
0.2591	60.9333	914	0.4441	0.5617	0.4441	0.6664
0.2591	61.0667	916	0.4446	0.5617	0.4446	0.6668
0.2591	61.2	918	0.4411	0.5656	0.4411	0.6641
0.2591	61.3333	920	0.4384	0.5617	0.4384	0.6621
0.2591	61.4667	922	0.4388	0.5617	0.4388	0.6624
0.2591	61.6	924	0.4409	0.5617	0.4409	0.6640
0.2591	61.7333	926	0.4479	0.5538	0.4479	0.6692
0.2591	61.8667	928	0.4530	0.5171	0.4530	0.6730
0.2591	62.0	930	0.4465	0.5538	0.4465	0.6682
0.2591	62.1333	932	0.4379	0.5617	0.4379	0.6618
0.2591	62.2667	934	0.4329	0.7033	0.4329	0.6580
0.2591	62.4	936	0.4325	0.7033	0.4325	0.6577
0.2591	62.5333	938	0.4324	0.7033	0.4324	0.6576
0.2591	62.6667	940	0.4320	0.6832	0.4320	0.6572
0.2591	62.8	942	0.4325	0.7123	0.4325	0.6576
0.2591	62.9333	944	0.4396	0.7123	0.4396	0.6630
0.2591	63.0667	946	0.4569	0.5989	0.4569	0.6760
0.2591	63.2	948	0.4657	0.5989	0.4657	0.6824
0.2591	63.3333	950	0.4655	0.5989	0.4655	0.6822
0.2591	63.4667	952	0.4552	0.6201	0.4552	0.6747
0.2591	63.6	954	0.4425	0.6406	0.4425	0.6652
0.2591	63.7333	956	0.4328	0.6991	0.4328	0.6579
0.2591	63.8667	958	0.4270	0.7217	0.4270	0.6535
0.2591	64.0	960	0.4283	0.7033	0.4283	0.6545
0.2591	64.1333	962	0.4308	0.6344	0.4308	0.6564
0.2591	64.2667	964	0.4363	0.5750	0.4363	0.6605
0.2591	64.4	966	0.4393	0.5750	0.4393	0.6628
0.2591	64.5333	968	0.4368	0.5750	0.4368	0.6609
0.2591	64.6667	970	0.4319	0.6542	0.4319	0.6572
0.2591	64.8	972	0.4307	0.7002	0.4307	0.6562
0.2591	64.9333	974	0.4351	0.6903	0.4351	0.6596
0.2591	65.0667	976	0.4419	0.6701	0.4419	0.6647
0.2591	65.2	978	0.4491	0.6201	0.4491	0.6701
0.2591	65.3333	980	0.4571	0.6201	0.4571	0.6761
0.2591	65.4667	982	0.4511	0.6596	0.4511	0.6716
0.2591	65.6	984	0.4399	0.6701	0.4399	0.6632
0.2591	65.7333	986	0.4335	0.6326	0.4335	0.6584
0.2591	65.8667	988	0.4374	0.5617	0.4374	0.6613
0.2591	66.0	990	0.4483	0.5171	0.4483	0.6696
0.2591	66.1333	992	0.4628	0.5098	0.4628	0.6803
0.2591	66.2667	994	0.4682	0.5117	0.4682	0.6842
0.2591	66.4	996	0.4583	0.5098	0.4583	0.6770
0.2591	66.5333	998	0.4421	0.5538	0.4421	0.6649
0.0506	66.6667	1000	0.4331	0.6555	0.4331	0.6581
0.0506	66.8	1002	0.4319	0.6747	0.4319	0.6572
0.0506	66.9333	1004	0.4324	0.6747	0.4324	0.6576
0.0506	67.0667	1006	0.4347	0.5831	0.4347	0.6593
0.0506	67.2	1008	0.4402	0.5475	0.4402	0.6635
0.0506	67.3333	1010	0.4468	0.5475	0.4468	0.6684
0.0506	67.4667	1012	0.4487	0.5556	0.4487	0.6698
0.0506	67.6	1014	0.4471	0.5556	0.4471	0.6687

Framework versions

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