ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k17_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: 0.5440
• Qwk: 0.5591
• Mse: 0.5440
• Rmse: 0.7375

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	0.0465	2	2.5216	-0.0788	2.5216	1.5880
No log	0.0930	4	1.3298	0.0987	1.3298	1.1531
No log	0.1395	6	1.1231	-0.1802	1.1231	1.0598
No log	0.1860	8	0.9602	0.1584	0.9602	0.9799
No log	0.2326	10	0.9949	0.1787	0.9949	0.9974
No log	0.2791	12	0.9448	0.1914	0.9448	0.9720
No log	0.3256	14	0.8636	-0.0500	0.8636	0.9293
No log	0.3721	16	0.8411	0.0428	0.8411	0.9171
No log	0.4186	18	0.8386	0.0	0.8386	0.9158
No log	0.4651	20	0.8513	0.0481	0.8513	0.9227
No log	0.5116	22	0.8073	0.0481	0.8073	0.8985
No log	0.5581	24	0.7473	-0.0027	0.7473	0.8645
No log	0.6047	26	0.7141	0.0393	0.7141	0.8450
No log	0.6512	28	0.7378	0.1863	0.7378	0.8590
No log	0.6977	30	0.7711	0.1508	0.7711	0.8781
No log	0.7442	32	0.7876	0.0798	0.7876	0.8875
No log	0.7907	34	0.7918	0.1863	0.7918	0.8899
No log	0.8372	36	0.7879	0.1508	0.7879	0.8876
No log	0.8837	38	0.7839	0.1863	0.7839	0.8854
No log	0.9302	40	0.7700	0.1863	0.7700	0.8775
No log	0.9767	42	0.7589	0.1313	0.7589	0.8712
No log	1.0233	44	0.7515	0.1508	0.7515	0.8669
No log	1.0698	46	0.7350	0.1187	0.7350	0.8573
No log	1.1163	48	0.7033	0.1508	0.7033	0.8386
No log	1.1628	50	0.7157	0.1407	0.7157	0.8460
No log	1.2093	52	0.8240	0.2116	0.8240	0.9078
No log	1.2558	54	0.8788	0.2843	0.8788	0.9374
No log	1.3023	56	0.8123	0.1766	0.8123	0.9013
No log	1.3488	58	0.7238	0.2589	0.7238	0.8508
No log	1.3953	60	0.6827	0.3166	0.6827	0.8263
No log	1.4419	62	0.6553	0.3465	0.6553	0.8095
No log	1.4884	64	0.6979	0.3032	0.6979	0.8354
No log	1.5349	66	0.7467	0.3494	0.7467	0.8641
No log	1.5814	68	0.7421	0.3894	0.7421	0.8615
No log	1.6279	70	0.6928	0.3167	0.6928	0.8324
No log	1.6744	72	0.6334	0.3387	0.6334	0.7958
No log	1.7209	74	0.6266	0.3754	0.6266	0.7916
No log	1.7674	76	0.7520	0.2796	0.7520	0.8672
No log	1.8140	78	0.7386	0.2610	0.7386	0.8594
No log	1.8605	80	0.6403	0.3200	0.6403	0.8002
No log	1.9070	82	0.5882	0.3465	0.5882	0.7669
No log	1.9535	84	0.6596	0.4392	0.6596	0.8122
No log	2.0	86	0.6852	0.4089	0.6852	0.8278
No log	2.0465	88	0.6650	0.3409	0.6650	0.8155
No log	2.0930	90	0.6344	0.3312	0.6344	0.7965
No log	2.1395	92	0.6311	0.4354	0.6311	0.7944
No log	2.1860	94	0.6326	0.4660	0.6326	0.7953
No log	2.2326	96	0.6356	0.4659	0.6356	0.7972
No log	2.2791	98	0.6339	0.3728	0.6339	0.7962
No log	2.3256	100	0.6210	0.4659	0.6210	0.7880
No log	2.3721	102	0.6565	0.3963	0.6565	0.8102
No log	2.4186	104	0.6694	0.4123	0.6694	0.8181
No log	2.4651	106	0.6693	0.4369	0.6693	0.8181
No log	2.5116	108	0.6656	0.4369	0.6656	0.8158
No log	2.5581	110	0.6841	0.4369	0.6841	0.8271
No log	2.6047	112	0.6702	0.4369	0.6702	0.8187
No log	2.6512	114	0.6468	0.4522	0.6468	0.8042
No log	2.6977	116	0.6236	0.3458	0.6236	0.7897
No log	2.7442	118	0.6225	0.3958	0.6225	0.7890
No log	2.7907	120	0.6743	0.4144	0.6743	0.8212
No log	2.8372	122	0.7577	0.4223	0.7577	0.8705
No log	2.8837	124	0.7145	0.4457	0.7145	0.8453
No log	2.9302	126	0.6709	0.3930	0.6709	0.8191
No log	2.9767	128	0.7232	0.4486	0.7232	0.8504
No log	3.0233	130	0.7793	0.4286	0.7793	0.8828
No log	3.0698	132	0.7685	0.4539	0.7685	0.8766
No log	3.1163	134	0.7203	0.4012	0.7203	0.8487
No log	3.1628	136	0.7603	0.3992	0.7603	0.8720
No log	3.2093	138	0.7959	0.4592	0.7959	0.8921
No log	3.2558	140	0.8942	0.3523	0.8942	0.9456
No log	3.3023	142	0.7789	0.4592	0.7789	0.8826
No log	3.3488	144	0.6811	0.4389	0.6811	0.8253
No log	3.3953	146	0.6877	0.3475	0.6877	0.8292
No log	3.4419	148	0.7791	0.3653	0.7791	0.8827
No log	3.4884	150	0.7337	0.3746	0.7337	0.8565
No log	3.5349	152	0.6791	0.4229	0.6791	0.8241
No log	3.5814	154	0.7240	0.2681	0.7240	0.8509
No log	3.6279	156	0.7409	0.3378	0.7409	0.8608
No log	3.6744	158	0.7133	0.3716	0.7133	0.8446
No log	3.7209	160	0.6489	0.4125	0.6489	0.8056
No log	3.7674	162	0.6992	0.4294	0.6992	0.8362
No log	3.8140	164	0.7592	0.4133	0.7592	0.8713
No log	3.8605	166	0.6742	0.4349	0.6742	0.8211
No log	3.9070	168	0.5872	0.4350	0.5872	0.7663
No log	3.9535	170	0.5725	0.4414	0.5725	0.7566
No log	4.0	172	0.5699	0.3945	0.5699	0.7549
No log	4.0465	174	0.6189	0.3416	0.6189	0.7867
No log	4.0930	176	0.6241	0.4576	0.6241	0.7900
No log	4.1395	178	0.6299	0.4329	0.6299	0.7936
No log	4.1860	180	0.5805	0.5379	0.5805	0.7619
No log	4.2326	182	0.6382	0.4665	0.6382	0.7989
No log	4.2791	184	0.8390	0.4180	0.8390	0.9160
No log	4.3256	186	1.0334	0.3816	1.0334	1.0166
No log	4.3721	188	0.9552	0.3484	0.9552	0.9773
No log	4.4186	190	0.7421	0.3973	0.7421	0.8615
No log	4.4651	192	0.6039	0.5308	0.6039	0.7771
No log	4.5116	194	0.5862	0.4985	0.5862	0.7656
No log	4.5581	196	0.6017	0.3970	0.6017	0.7757
No log	4.6047	198	0.6750	0.3867	0.6750	0.8216
No log	4.6512	200	0.7823	0.3754	0.7823	0.8845
No log	4.6977	202	0.8278	0.2934	0.8278	0.9098
No log	4.7442	204	0.8518	0.3381	0.8518	0.9229
No log	4.7907	206	0.7219	0.4389	0.7219	0.8497
No log	4.8372	208	0.6658	0.5076	0.6658	0.8159
No log	4.8837	210	0.6281	0.4574	0.6281	0.7925
No log	4.9302	212	0.6173	0.4806	0.6173	0.7857
No log	4.9767	214	0.6306	0.5368	0.6306	0.7941
No log	5.0233	216	0.6967	0.4436	0.6967	0.8347
No log	5.0698	218	0.6987	0.4486	0.6987	0.8359
No log	5.1163	220	0.5873	0.5053	0.5873	0.7664
No log	5.1628	222	0.5672	0.4655	0.5672	0.7531
No log	5.2093	224	0.6261	0.4468	0.6261	0.7912
No log	5.2558	226	0.6225	0.4468	0.6225	0.7890
No log	5.3023	228	0.5647	0.5213	0.5647	0.7515
No log	5.3488	230	0.6626	0.4389	0.6626	0.8140
No log	5.3953	232	0.8513	0.4632	0.8513	0.9227
No log	5.4419	234	0.8588	0.4232	0.8588	0.9267
No log	5.4884	236	0.7111	0.4531	0.7111	0.8433
No log	5.5349	238	0.5874	0.4681	0.5874	0.7665
No log	5.5814	240	0.5700	0.4719	0.5700	0.7550
No log	5.6279	242	0.5863	0.5173	0.5863	0.7657
No log	5.6744	244	0.6820	0.5179	0.6820	0.8258
No log	5.7209	246	0.7833	0.4444	0.7833	0.8850
No log	5.7674	248	0.7117	0.4812	0.7117	0.8436
No log	5.8140	250	0.5924	0.5687	0.5924	0.7697
No log	5.8605	252	0.5447	0.5337	0.5447	0.7381
No log	5.9070	254	0.5305	0.5753	0.5305	0.7284
No log	5.9535	256	0.5581	0.5098	0.5581	0.7471
No log	6.0	258	0.6241	0.4836	0.6241	0.7900
No log	6.0465	260	0.6395	0.4759	0.6395	0.7997
No log	6.0930	262	0.6074	0.4904	0.6074	0.7793
No log	6.1395	264	0.5580	0.5256	0.5580	0.7470
No log	6.1860	266	0.5608	0.5242	0.5608	0.7488
No log	6.2326	268	0.5890	0.5164	0.5890	0.7675
No log	6.2791	270	0.6033	0.4806	0.6033	0.7767
No log	6.3256	272	0.6151	0.4862	0.6151	0.7843
No log	6.3721	274	0.6110	0.5056	0.6110	0.7817
No log	6.4186	276	0.5853	0.4532	0.5853	0.7650
No log	6.4651	278	0.5486	0.5218	0.5486	0.7407
No log	6.5116	280	0.5288	0.5039	0.5288	0.7272
No log	6.5581	282	0.5320	0.5159	0.5320	0.7294
No log	6.6047	284	0.5666	0.4855	0.5666	0.7527
No log	6.6512	286	0.5778	0.4330	0.5778	0.7601
No log	6.6977	288	0.6353	0.4272	0.6353	0.7971
No log	6.7442	290	0.6091	0.4272	0.6091	0.7805
No log	6.7907	292	0.5598	0.5341	0.5598	0.7482
No log	6.8372	294	0.5827	0.5226	0.5827	0.7633
No log	6.8837	296	0.6669	0.5056	0.6669	0.8166
No log	6.9302	298	0.7039	0.5101	0.7039	0.8390
No log	6.9767	300	0.6233	0.5396	0.6233	0.7895
No log	7.0233	302	0.5440	0.5692	0.5440	0.7376
No log	7.0698	304	0.5411	0.5492	0.5411	0.7356
No log	7.1163	306	0.5349	0.5491	0.5349	0.7313
No log	7.1628	308	0.5538	0.5619	0.5538	0.7442
No log	7.2093	310	0.5454	0.5719	0.5454	0.7385
No log	7.2558	312	0.4896	0.6541	0.4896	0.6997
No log	7.3023	314	0.4817	0.6639	0.4817	0.6940
No log	7.3488	316	0.4741	0.6431	0.4741	0.6885
No log	7.3953	318	0.4717	0.6201	0.4717	0.6868
No log	7.4419	320	0.4805	0.5286	0.4805	0.6932
No log	7.4884	322	0.5125	0.5430	0.5125	0.7159
No log	7.5349	324	0.5169	0.5238	0.5169	0.7190
No log	7.5814	326	0.5349	0.5934	0.5349	0.7314
No log	7.6279	328	0.5342	0.5934	0.5342	0.7309
No log	7.6744	330	0.5138	0.5738	0.5138	0.7168
No log	7.7209	332	0.5115	0.5703	0.5115	0.7152
No log	7.7674	334	0.5144	0.5703	0.5144	0.7172
No log	7.8140	336	0.5166	0.5662	0.5166	0.7188
No log	7.8605	338	0.5127	0.5874	0.5127	0.7160
No log	7.9070	340	0.5338	0.5854	0.5338	0.7306
No log	7.9535	342	0.5570	0.5538	0.5570	0.7463
No log	8.0	344	0.5275	0.5160	0.5275	0.7263
No log	8.0465	346	0.5331	0.5980	0.5331	0.7301
No log	8.0930	348	0.5686	0.4929	0.5686	0.7540
No log	8.1395	350	0.5563	0.5271	0.5563	0.7459
No log	8.1860	352	0.5285	0.4857	0.5285	0.7270
No log	8.2326	354	0.5319	0.4742	0.5319	0.7293
No log	8.2791	356	0.5300	0.4482	0.5300	0.7280
No log	8.3256	358	0.5697	0.5470	0.5697	0.7548
No log	8.3721	360	0.6607	0.5308	0.6607	0.8128
No log	8.4186	362	0.6487	0.5308	0.6487	0.8054
No log	8.4651	364	0.5729	0.5744	0.5729	0.7569
No log	8.5116	366	0.5375	0.5235	0.5375	0.7331
No log	8.5581	368	0.5234	0.5177	0.5234	0.7234
No log	8.6047	370	0.5212	0.4816	0.5212	0.7220
No log	8.6512	372	0.5575	0.5379	0.5575	0.7467
No log	8.6977	374	0.5968	0.4745	0.5968	0.7725
No log	8.7442	376	0.5666	0.4997	0.5666	0.7528
No log	8.7907	378	0.5174	0.4816	0.5174	0.7193
No log	8.8372	380	0.5301	0.5736	0.5301	0.7281
No log	8.8837	382	0.5381	0.5663	0.5381	0.7336
No log	8.9302	384	0.5140	0.6197	0.5140	0.7169
No log	8.9767	386	0.4983	0.6201	0.4983	0.7059
No log	9.0233	388	0.5565	0.5327	0.5565	0.7460
No log	9.0698	390	0.5853	0.4827	0.5853	0.7650
No log	9.1163	392	0.5415	0.5327	0.5415	0.7359
No log	9.1628	394	0.5050	0.5567	0.5050	0.7106
No log	9.2093	396	0.5088	0.5640	0.5088	0.7133
No log	9.2558	398	0.5068	0.5719	0.5068	0.7119
No log	9.3023	400	0.5193	0.6025	0.5193	0.7207
No log	9.3488	402	0.5709	0.5357	0.5709	0.7556
No log	9.3953	404	0.5700	0.5140	0.5700	0.7550
No log	9.4419	406	0.5328	0.5568	0.5328	0.7300
No log	9.4884	408	0.5305	0.5568	0.5305	0.7284
No log	9.5349	410	0.5372	0.5568	0.5372	0.7330
No log	9.5814	412	0.5239	0.6147	0.5239	0.7238
No log	9.6279	414	0.5360	0.6227	0.5360	0.7321
No log	9.6744	416	0.5575	0.5817	0.5575	0.7467
No log	9.7209	418	0.5477	0.5617	0.5477	0.7401
No log	9.7674	420	0.5281	0.4955	0.5281	0.7267
No log	9.8140	422	0.5162	0.4923	0.5162	0.7185
No log	9.8605	424	0.5044	0.5800	0.5044	0.7102
No log	9.9070	426	0.5226	0.5015	0.5226	0.7229
No log	9.9535	428	0.6341	0.4587	0.6341	0.7963
No log	10.0	430	0.7155	0.4723	0.7155	0.8459
No log	10.0465	432	0.6789	0.4723	0.6789	0.8240
No log	10.0930	434	0.5783	0.4979	0.5783	0.7605
No log	10.1395	436	0.5008	0.5687	0.5008	0.7077
No log	10.1860	438	0.5159	0.5797	0.5159	0.7183
No log	10.2326	440	0.5262	0.5627	0.5262	0.7254
No log	10.2791	442	0.5015	0.5357	0.5015	0.7082
No log	10.3256	444	0.4992	0.5768	0.4992	0.7065
No log	10.3721	446	0.5486	0.5223	0.5486	0.7407
No log	10.4186	448	0.5690	0.5426	0.5690	0.7543
No log	10.4651	450	0.5239	0.5741	0.5239	0.7238
No log	10.5116	452	0.4929	0.5831	0.4929	0.7021
No log	10.5581	454	0.4944	0.4742	0.4944	0.7031
No log	10.6047	456	0.4988	0.5039	0.4988	0.7063
No log	10.6512	458	0.5206	0.6038	0.5206	0.7216
No log	10.6977	460	0.5741	0.5741	0.5741	0.7577
No log	10.7442	462	0.6125	0.6032	0.6125	0.7826
No log	10.7907	464	0.6077	0.5639	0.6077	0.7795
No log	10.8372	466	0.5657	0.5601	0.5657	0.7521
No log	10.8837	468	0.5299	0.4937	0.5299	0.7280
No log	10.9302	470	0.5343	0.4615	0.5343	0.7309
No log	10.9767	472	0.5424	0.4527	0.5424	0.7365
No log	11.0233	474	0.5375	0.4615	0.5375	0.7331
No log	11.0698	476	0.5496	0.5996	0.5496	0.7414
No log	11.1163	478	0.6236	0.5403	0.6236	0.7897
No log	11.1628	480	0.6518	0.5117	0.6518	0.8073
No log	11.2093	482	0.6020	0.5538	0.6020	0.7759
No log	11.2558	484	0.5559	0.4753	0.5559	0.7456
No log	11.3023	486	0.5819	0.5317	0.5819	0.7628
No log	11.3488	488	0.5826	0.5267	0.5826	0.7633
No log	11.3953	490	0.5506	0.4776	0.5506	0.7420
No log	11.4419	492	0.5461	0.5089	0.5461	0.7390
No log	11.4884	494	0.5844	0.5195	0.5844	0.7645
No log	11.5349	496	0.5971	0.4980	0.5971	0.7727
No log	11.5814	498	0.5789	0.4980	0.5789	0.7608
0.3501	11.6279	500	0.5410	0.5218	0.5410	0.7355
0.3501	11.6744	502	0.5288	0.5340	0.5288	0.7272
0.3501	11.7209	504	0.5292	0.5201	0.5292	0.7275
0.3501	11.7674	506	0.5260	0.5476	0.5260	0.7252
0.3501	11.8140	508	0.5323	0.5462	0.5323	0.7296
0.3501	11.8605	510	0.5566	0.5484	0.5566	0.7461
0.3501	11.9070	512	0.5713	0.5403	0.5713	0.7559
0.3501	11.9535	514	0.5638	0.5403	0.5638	0.7509
0.3501	12.0	516	0.5360	0.5772	0.5360	0.7321
0.3501	12.0465	518	0.5088	0.6046	0.5088	0.7133
0.3501	12.0930	520	0.5130	0.5782	0.5130	0.7163
0.3501	12.1395	522	0.5174	0.5831	0.5174	0.7193
0.3501	12.1860	524	0.5621	0.5673	0.5621	0.7497
0.3501	12.2326	526	0.5867	0.5673	0.5867	0.7660
0.3501	12.2791	528	0.5726	0.5673	0.5726	0.7567
0.3501	12.3256	530	0.5501	0.5845	0.5501	0.7417
0.3501	12.3721	532	0.5271	0.5768	0.5271	0.7260
0.3501	12.4186	534	0.5324	0.6087	0.5324	0.7297
0.3501	12.4651	536	0.5679	0.5677	0.5679	0.7536
0.3501	12.5116	538	0.6132	0.4892	0.6132	0.7831
0.3501	12.5581	540	0.6320	0.4880	0.6320	0.7950
0.3501	12.6047	542	0.6018	0.5342	0.6018	0.7758
0.3501	12.6512	544	0.5775	0.5093	0.5775	0.7599
0.3501	12.6977	546	0.5645	0.5190	0.5645	0.7513
0.3501	12.7442	548	0.5603	0.5222	0.5603	0.7485
0.3501	12.7907	550	0.5496	0.5222	0.5496	0.7413
0.3501	12.8372	552	0.5467	0.5190	0.5467	0.7394
0.3501	12.8837	554	0.5563	0.5553	0.5563	0.7458
0.3501	12.9302	556	0.5942	0.4531	0.5942	0.7708
0.3501	12.9767	558	0.5966	0.4759	0.5966	0.7724
0.3501	13.0233	560	0.5451	0.5553	0.5451	0.7383
0.3501	13.0698	562	0.5072	0.6506	0.5072	0.7122
0.3501	13.1163	564	0.5055	0.5057	0.5055	0.7110
0.3501	13.1628	566	0.5106	0.5286	0.5106	0.7146
0.3501	13.2093	568	0.5002	0.5565	0.5002	0.7072
0.3501	13.2558	570	0.5144	0.6135	0.5144	0.7172
0.3501	13.3023	572	0.5699	0.5568	0.5699	0.7549
0.3501	13.3488	574	0.5686	0.5687	0.5686	0.7541
0.3501	13.3953	576	0.5247	0.5947	0.5247	0.7244
0.3501	13.4419	578	0.5115	0.5753	0.5115	0.7152
0.3501	13.4884	580	0.5344	0.5812	0.5344	0.7310
0.3501	13.5349	582	0.5341	0.5736	0.5341	0.7308
0.3501	13.5814	584	0.5194	0.6083	0.5194	0.7207
0.3501	13.6279	586	0.5342	0.6251	0.5342	0.7309
0.3501	13.6744	588	0.5781	0.5605	0.5781	0.7603
0.3501	13.7209	590	0.5956	0.5605	0.5956	0.7718
0.3501	13.7674	592	0.5947	0.5403	0.5947	0.7712
0.3501	13.8140	594	0.5960	0.4444	0.5960	0.7720
0.3501	13.8605	596	0.5966	0.4665	0.5966	0.7724
0.3501	13.9070	598	0.5931	0.4665	0.5931	0.7701
0.3501	13.9535	600	0.5827	0.4898	0.5827	0.7634
0.3501	14.0	602	0.5437	0.5357	0.5437	0.7374
0.3501	14.0465	604	0.5154	0.5872	0.5154	0.7179
0.3501	14.0930	606	0.5203	0.5742	0.5203	0.7213
0.3501	14.1395	608	0.5193	0.5404	0.5193	0.7207
0.3501	14.1860	610	0.5338	0.5817	0.5338	0.7306
0.3501	14.2326	612	0.5903	0.4444	0.5903	0.7683
0.3501	14.2791	614	0.6192	0.4665	0.6192	0.7869
0.3501	14.3256	616	0.5868	0.4444	0.5868	0.7660
0.3501	14.3721	618	0.5341	0.5601	0.5341	0.7308
0.3501	14.4186	620	0.5125	0.5817	0.5125	0.7159
0.3501	14.4651	622	0.5050	0.5947	0.5050	0.7107
0.3501	14.5116	624	0.5050	0.5947	0.5050	0.7106
0.3501	14.5581	626	0.4972	0.5947	0.4972	0.7051
0.3501	14.6047	628	0.4852	0.5947	0.4852	0.6966
0.3501	14.6512	630	0.4775	0.5723	0.4775	0.6910
0.3501	14.6977	632	0.4846	0.5723	0.4846	0.6962
0.3501	14.7442	634	0.4840	0.5723	0.4840	0.6957
0.3501	14.7907	636	0.4780	0.5937	0.4780	0.6914
0.3501	14.8372	638	0.4786	0.5937	0.4786	0.6918
0.3501	14.8837	640	0.4835	0.6058	0.4835	0.6953
0.3501	14.9302	642	0.4997	0.5859	0.4997	0.7069
0.3501	14.9767	644	0.5156	0.5934	0.5156	0.7181
0.3501	15.0233	646	0.5296	0.5934	0.5296	0.7277
0.3501	15.0698	648	0.5277	0.5457	0.5277	0.7264
0.3501	15.1163	650	0.5516	0.5457	0.5516	0.7427
0.3501	15.1628	652	0.5610	0.5499	0.5610	0.7490
0.3501	15.2093	654	0.5491	0.5457	0.5491	0.7410
0.3501	15.2558	656	0.5372	0.5388	0.5372	0.7329
0.3501	15.3023	658	0.5413	0.5388	0.5413	0.7358
0.3501	15.3488	660	0.5647	0.5239	0.5647	0.7514
0.3501	15.3953	662	0.5863	0.5920	0.5863	0.7657
0.3501	15.4419	664	0.5913	0.5845	0.5913	0.7690
0.3501	15.4884	666	0.5793	0.5845	0.5793	0.7611
0.3501	15.5349	668	0.5881	0.5845	0.5881	0.7669
0.3501	15.5814	670	0.5759	0.5484	0.5759	0.7589
0.3501	15.6279	672	0.5764	0.5484	0.5764	0.7592
0.3501	15.6744	674	0.5598	0.5442	0.5598	0.7482
0.3501	15.7209	676	0.5412	0.5692	0.5412	0.7357
0.3501	15.7674	678	0.5379	0.5692	0.5379	0.7334
0.3501	15.8140	680	0.5129	0.5692	0.5129	0.7162
0.3501	15.8605	682	0.5063	0.6087	0.5063	0.7115
0.3501	15.9070	684	0.5099	0.6004	0.5099	0.7141
0.3501	15.9535	686	0.5377	0.5692	0.5377	0.7333
0.3501	16.0	688	0.5496	0.5692	0.5496	0.7413
0.3501	16.0465	690	0.5809	0.5418	0.5809	0.7622
0.3501	16.0930	692	0.5692	0.5459	0.5692	0.7545
0.3501	16.1395	694	0.5357	0.5715	0.5357	0.7319
0.3501	16.1860	696	0.5179	0.5206	0.5179	0.7197
0.3501	16.2326	698	0.5028	0.5888	0.5028	0.7091
0.3501	16.2791	700	0.4963	0.5677	0.4963	0.7045
0.3501	16.3256	702	0.4910	0.5413	0.4910	0.7007
0.3501	16.3721	704	0.4932	0.5609	0.4932	0.7023
0.3501	16.4186	706	0.5176	0.6118	0.5176	0.7195
0.3501	16.4651	708	0.5685	0.5871	0.5685	0.7540
0.3501	16.5116	710	0.5773	0.5895	0.5773	0.7598
0.3501	16.5581	712	0.5552	0.6063	0.5552	0.7451
0.3501	16.6047	714	0.5392	0.6075	0.5392	0.7343
0.3501	16.6512	716	0.5369	0.5859	0.5369	0.7327
0.3501	16.6977	718	0.5728	0.5591	0.5728	0.7568
0.3501	16.7442	720	0.6290	0.5547	0.6290	0.7931
0.3501	16.7907	722	0.6018	0.5547	0.6018	0.7758
0.3501	16.8372	724	0.5666	0.5403	0.5666	0.7527
0.3501	16.8837	726	0.5099	0.5726	0.5099	0.7141
0.3501	16.9302	728	0.4831	0.6518	0.4831	0.6951
0.3501	16.9767	730	0.4767	0.6052	0.4767	0.6905
0.3501	17.0233	732	0.4871	0.6365	0.4871	0.6979
0.3501	17.0698	734	0.4960	0.5852	0.4960	0.7043
0.3501	17.1163	736	0.5193	0.6434	0.5193	0.7206
0.3501	17.1628	738	0.5078	0.6063	0.5078	0.7126
0.3501	17.2093	740	0.4986	0.6105	0.4986	0.7061
0.3501	17.2558	742	0.5398	0.5426	0.5398	0.7347
0.3501	17.3023	744	0.5891	0.5259	0.5891	0.7675
0.3501	17.3488	746	0.6027	0.5388	0.6027	0.7764
0.3501	17.3953	748	0.5580	0.5758	0.5580	0.7470
0.3501	17.4419	750	0.4949	0.6087	0.4949	0.7035
0.3501	17.4884	752	0.4747	0.6346	0.4747	0.6890
0.3501	17.5349	754	0.4794	0.6460	0.4794	0.6924
0.3501	17.5814	756	0.5000	0.6100	0.5000	0.7071
0.3501	17.6279	758	0.5293	0.6080	0.5293	0.7275
0.3501	17.6744	760	0.5192	0.6080	0.5192	0.7206
0.3501	17.7209	762	0.4962	0.6366	0.4962	0.7044
0.3501	17.7674	764	0.4670	0.6904	0.4670	0.6833
0.3501	17.8140	766	0.4571	0.6841	0.4571	0.6761
0.3501	17.8605	768	0.4579	0.6655	0.4579	0.6766
0.3501	17.9070	770	0.4584	0.6439	0.4584	0.6771
0.3501	17.9535	772	0.4689	0.6627	0.4689	0.6848
0.3501	18.0	774	0.4908	0.5897	0.4908	0.7006
0.3501	18.0465	776	0.5241	0.5484	0.5241	0.7239
0.3501	18.0930	778	0.5561	0.5705	0.5561	0.7457
0.3501	18.1395	780	0.5688	0.5735	0.5688	0.7542
0.3501	18.1860	782	0.5673	0.5735	0.5673	0.7532
0.3501	18.2326	784	0.5442	0.5561	0.5442	0.7377
0.3501	18.2791	786	0.5075	0.5109	0.5075	0.7124
0.3501	18.3256	788	0.4898	0.5533	0.4898	0.6999
0.3501	18.3721	790	0.4896	0.5195	0.4896	0.6997
0.3501	18.4186	792	0.4882	0.5738	0.4882	0.6987
0.3501	18.4651	794	0.5160	0.5553	0.5160	0.7183
0.3501	18.5116	796	0.5596	0.5625	0.5596	0.7480
0.3501	18.5581	798	0.5597	0.5625	0.5597	0.7481
0.3501	18.6047	800	0.5573	0.5625	0.5573	0.7465
0.3501	18.6512	802	0.5235	0.5484	0.5235	0.7235
0.3501	18.6977	804	0.5009	0.5923	0.5009	0.7077
0.3501	18.7442	806	0.4946	0.6087	0.4946	0.7033
0.3501	18.7907	808	0.5046	0.5802	0.5046	0.7103
0.3501	18.8372	810	0.5292	0.5802	0.5292	0.7275
0.3501	18.8837	812	0.6122	0.5373	0.6122	0.7825
0.3501	18.9302	814	0.6516	0.5665	0.6516	0.8072
0.3501	18.9767	816	0.6342	0.5747	0.6342	0.7963
0.3501	19.0233	818	0.6065	0.5562	0.6065	0.7788
0.3501	19.0698	820	0.5415	0.5544	0.5415	0.7359
0.3501	19.1163	822	0.5098	0.5736	0.5098	0.7140
0.3501	19.1628	824	0.4952	0.5736	0.4952	0.7037
0.3501	19.2093	826	0.5186	0.5252	0.5186	0.7201
0.3501	19.2558	828	0.5519	0.5481	0.5519	0.7429
0.3501	19.3023	830	0.5839	0.5740	0.5839	0.7642
0.3501	19.3488	832	0.6567	0.5325	0.6567	0.8104
0.3501	19.3953	834	0.6766	0.5325	0.6766	0.8226
0.3501	19.4419	836	0.6387	0.5665	0.6387	0.7992
0.3501	19.4884	838	0.6127	0.5870	0.6127	0.7828
0.3501	19.5349	840	0.5501	0.5883	0.5501	0.7417
0.3501	19.5814	842	0.5167	0.6045	0.5167	0.7188
0.3501	19.6279	844	0.5023	0.6438	0.5023	0.7087
0.3501	19.6744	846	0.5011	0.6438	0.5011	0.7079
0.3501	19.7209	848	0.5021	0.6162	0.5021	0.7086
0.3501	19.7674	850	0.5141	0.6045	0.5141	0.7170
0.3501	19.8140	852	0.5408	0.6051	0.5408	0.7354
0.3501	19.8605	854	0.5522	0.5858	0.5522	0.7431
0.3501	19.9070	856	0.5852	0.5845	0.5852	0.7650
0.3501	19.9535	858	0.6497	0.5457	0.6497	0.8060
0.3501	20.0	860	0.6498	0.5457	0.6498	0.8061
0.3501	20.0465	862	0.6532	0.5457	0.6532	0.8082
0.3501	20.0930	864	0.6486	0.5264	0.6486	0.8054
0.3501	20.1395	866	0.6466	0.5264	0.6466	0.8041
0.3501	20.1860	868	0.5983	0.5722	0.5983	0.7735
0.3501	20.2326	870	0.5444	0.6032	0.5444	0.7378
0.3501	20.2791	872	0.5099	0.5957	0.5099	0.7141
0.3501	20.3256	874	0.5006	0.6032	0.5006	0.7075
0.3501	20.3721	876	0.5215	0.5831	0.5215	0.7221
0.3501	20.4186	878	0.5259	0.5831	0.5259	0.7252
0.3501	20.4651	880	0.5272	0.5831	0.5272	0.7261
0.3501	20.5116	882	0.5094	0.5831	0.5094	0.7138
0.3501	20.5581	884	0.5047	0.5831	0.5047	0.7104
0.3501	20.6047	886	0.4847	0.5920	0.4847	0.6962
0.3501	20.6512	888	0.4763	0.6122	0.4763	0.6901
0.3501	20.6977	890	0.4683	0.6058	0.4683	0.6843
0.3501	20.7442	892	0.4787	0.6122	0.4787	0.6919
0.3501	20.7907	894	0.5109	0.5920	0.5109	0.7148
0.3501	20.8372	896	0.5546	0.5354	0.5546	0.7447
0.3501	20.8837	898	0.5521	0.5308	0.5521	0.7430
0.3501	20.9302	900	0.4962	0.6122	0.4962	0.7044
0.3501	20.9767	902	0.4772	0.5983	0.4772	0.6908
0.3501	21.0233	904	0.4692	0.6070	0.4692	0.6850
0.3501	21.0698	906	0.4584	0.6554	0.4584	0.6771
0.3501	21.1163	908	0.4583	0.6632	0.4583	0.6770
0.3501	21.1628	910	0.4683	0.6326	0.4683	0.6843
0.3501	21.2093	912	0.5208	0.5553	0.5208	0.7217
0.3501	21.2558	914	0.5929	0.5774	0.5929	0.7700
0.3501	21.3023	916	0.6220	0.5645	0.6220	0.7887
0.3501	21.3488	918	0.6054	0.5431	0.6054	0.7781
0.3501	21.3953	920	0.5410	0.5712	0.5410	0.7355
0.3501	21.4419	922	0.4965	0.5836	0.4965	0.7046
0.3501	21.4884	924	0.4971	0.5836	0.4971	0.7051
0.3501	21.5349	926	0.5099	0.5836	0.5099	0.7141
0.3501	21.5814	928	0.5138	0.5836	0.5138	0.7168
0.3501	21.6279	930	0.5148	0.5836	0.5148	0.7175
0.3501	21.6744	932	0.5256	0.5836	0.5256	0.7250
0.3501	21.7209	934	0.5190	0.5836	0.5190	0.7204
0.3501	21.7674	936	0.5212	0.5836	0.5212	0.7219
0.3501	21.8140	938	0.5077	0.5687	0.5077	0.7125
0.3501	21.8605	940	0.5105	0.5396	0.5105	0.7145
0.3501	21.9070	942	0.5173	0.4984	0.5173	0.7192
0.3501	21.9535	944	0.5431	0.5836	0.5431	0.7370
0.3501	22.0	946	0.6004	0.5774	0.6004	0.7749
0.3501	22.0465	948	0.6870	0.5457	0.6870	0.8289
0.3501	22.0930	950	0.7310	0.5408	0.7310	0.8550
0.3501	22.1395	952	0.7048	0.5481	0.7048	0.8395
0.3501	22.1860	954	0.6197	0.5576	0.6197	0.7872
0.3501	22.2326	956	0.5494	0.5553	0.5494	0.7412
0.3501	22.2791	958	0.5102	0.5553	0.5102	0.7142
0.3501	22.3256	960	0.4755	0.6082	0.4755	0.6896
0.3501	22.3721	962	0.4625	0.6096	0.4625	0.6801
0.3501	22.4186	964	0.4647	0.5749	0.4647	0.6817
0.3501	22.4651	966	0.4651	0.5749	0.4651	0.6820
0.3501	22.5116	968	0.4663	0.5715	0.4663	0.6829
0.3501	22.5581	970	0.4865	0.5836	0.4865	0.6975
0.3501	22.6047	972	0.5134	0.5498	0.5134	0.7165
0.3501	22.6512	974	0.5159	0.5770	0.5159	0.7183
0.3501	22.6977	976	0.4980	0.5770	0.4980	0.7057
0.3501	22.7442	978	0.4859	0.5867	0.4859	0.6971
0.3501	22.7907	980	0.4824	0.5738	0.4824	0.6945
0.3501	22.8372	982	0.4865	0.5604	0.4865	0.6975
0.3501	22.8837	984	0.4836	0.5993	0.4836	0.6954
0.3501	22.9302	986	0.4715	0.6467	0.4715	0.6867
0.3501	22.9767	988	0.4553	0.6929	0.4553	0.6747
0.3501	23.0233	990	0.4426	0.6727	0.4426	0.6653
0.3501	23.0698	992	0.4545	0.6187	0.4545	0.6742
0.3501	23.1163	994	0.4704	0.5950	0.4704	0.6859
0.3501	23.1628	996	0.4879	0.5950	0.4879	0.6985
0.3501	23.2093	998	0.4983	0.5755	0.4983	0.7059
0.0707	23.2558	1000	0.4870	0.5770	0.4870	0.6979
0.0707	23.3023	1002	0.4730	0.5736	0.4730	0.6878
0.0707	23.3488	1004	0.4722	0.5836	0.4722	0.6872
0.0707	23.3953	1006	0.4782	0.5836	0.4782	0.6915
0.0707	23.4419	1008	0.4866	0.5736	0.4866	0.6976
0.0707	23.4884	1010	0.4965	0.5736	0.4965	0.7046
0.0707	23.5349	1012	0.5030	0.5770	0.5030	0.7092
0.0707	23.5814	1014	0.5224	0.5195	0.5224	0.7227
0.0707	23.6279	1016	0.5440	0.5591	0.5440	0.7375

Framework versions

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