ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_task1_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: 0.5548
• Qwk: 0.7828
• Mse: 0.5548
• Rmse: 0.7448

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0190	2	5.1678	-0.0348	5.1678	2.2733
No log	0.0381	4	3.3593	0.0735	3.3593	1.8328
No log	0.0571	6	2.0502	0.1162	2.0502	1.4318
No log	0.0762	8	1.7125	0.0196	1.7125	1.3086
No log	0.0952	10	1.5568	-0.0153	1.5568	1.2477
No log	0.1143	12	1.2046	0.2299	1.2046	1.0976
No log	0.1333	14	1.0397	0.4420	1.0397	1.0197
No log	0.1524	16	1.8391	0.1342	1.8391	1.3562
No log	0.1714	18	1.8116	0.1284	1.8116	1.3459
No log	0.1905	20	1.1885	0.3559	1.1885	1.0902
No log	0.2095	22	0.9965	0.4130	0.9965	0.9982
No log	0.2286	24	0.8319	0.4330	0.8319	0.9121
No log	0.2476	26	0.7909	0.5084	0.7909	0.8893
No log	0.2667	28	0.9924	0.4713	0.9924	0.9962
No log	0.2857	30	1.1459	0.4369	1.1459	1.0705
No log	0.3048	32	1.2332	0.3989	1.2332	1.1105
No log	0.3238	34	1.1481	0.4459	1.1481	1.0715
No log	0.3429	36	1.7219	0.2454	1.7219	1.3122
No log	0.3619	38	2.1506	0.2627	2.1506	1.4665
No log	0.3810	40	2.0112	0.2674	2.0112	1.4182
No log	0.4	42	1.2776	0.3833	1.2776	1.1303
No log	0.4190	44	0.8364	0.5648	0.8364	0.9146
No log	0.4381	46	0.8551	0.5088	0.8551	0.9247
No log	0.4571	48	1.2273	0.3180	1.2273	1.1078
No log	0.4762	50	1.5451	0.2437	1.5451	1.2430
No log	0.4952	52	1.5325	0.2437	1.5325	1.2380
No log	0.5143	54	1.1341	0.4359	1.1341	1.0649
No log	0.5333	56	0.8758	0.4744	0.8758	0.9359
No log	0.5524	58	0.7651	0.5959	0.7651	0.8747
No log	0.5714	60	0.7817	0.5895	0.7817	0.8841
No log	0.5905	62	0.9857	0.5330	0.9857	0.9928
No log	0.6095	64	0.9555	0.5644	0.9555	0.9775
No log	0.6286	66	0.7416	0.7155	0.7416	0.8612
No log	0.6476	68	0.6541	0.6967	0.6541	0.8088
No log	0.6667	70	0.7066	0.6618	0.7066	0.8406
No log	0.6857	72	0.7560	0.6520	0.7560	0.8695
No log	0.7048	74	0.7306	0.6626	0.7306	0.8548
No log	0.7238	76	0.7985	0.6511	0.7985	0.8936
No log	0.7429	78	0.8029	0.6642	0.8029	0.8960
No log	0.7619	80	0.6917	0.7059	0.6917	0.8317
No log	0.7810	82	0.6871	0.6988	0.6871	0.8289
No log	0.8	84	0.6899	0.6934	0.6899	0.8306
No log	0.8190	86	0.7984	0.6596	0.7984	0.8935
No log	0.8381	88	0.9100	0.6103	0.9100	0.9539
No log	0.8571	90	0.8033	0.6469	0.8033	0.8962
No log	0.8762	92	0.6781	0.7086	0.6781	0.8235
No log	0.8952	94	0.6805	0.6894	0.6805	0.8249
No log	0.9143	96	0.7514	0.5763	0.7514	0.8668
No log	0.9333	98	0.9375	0.5205	0.9375	0.9682
No log	0.9524	100	1.2173	0.3979	1.2173	1.1033
No log	0.9714	102	1.0505	0.5122	1.0505	1.0249
No log	0.9905	104	0.7997	0.5646	0.7997	0.8942
No log	1.0095	106	0.6401	0.7286	0.6401	0.8001
No log	1.0286	108	0.8040	0.7001	0.8040	0.8967
No log	1.0476	110	0.7841	0.6912	0.7841	0.8855
No log	1.0667	112	0.7071	0.7366	0.7071	0.8409
No log	1.0857	114	0.8124	0.6805	0.8124	0.9013
No log	1.1048	116	0.9903	0.6274	0.9903	0.9951
No log	1.1238	118	1.0187	0.5905	1.0187	1.0093
No log	1.1429	120	0.7737	0.6642	0.7737	0.8796
No log	1.1619	122	0.6089	0.6723	0.6089	0.7803
No log	1.1810	124	0.7513	0.6868	0.7513	0.8668
No log	1.2	126	0.7214	0.6848	0.7214	0.8494
No log	1.2190	128	0.5900	0.7321	0.5900	0.7681
No log	1.2381	130	0.7745	0.6315	0.7745	0.8801
No log	1.2571	132	1.2040	0.5284	1.2040	1.0973
No log	1.2762	134	1.3180	0.5037	1.3180	1.1480
No log	1.2952	136	0.9433	0.5643	0.9433	0.9713
No log	1.3143	138	0.5935	0.7233	0.5935	0.7704
No log	1.3333	140	0.6403	0.7108	0.6403	0.8002
No log	1.3524	142	0.6431	0.7016	0.6431	0.8019
No log	1.3714	144	0.6039	0.7357	0.6039	0.7771
No log	1.3905	146	0.8114	0.6997	0.8114	0.9008
No log	1.4095	148	0.9736	0.6044	0.9736	0.9867
No log	1.4286	150	0.8353	0.6883	0.8353	0.9140
No log	1.4476	152	0.6387	0.7494	0.6387	0.7992
No log	1.4667	154	0.6398	0.7280	0.6398	0.7999
No log	1.4857	156	0.6906	0.6997	0.6906	0.8310
No log	1.5048	158	0.7012	0.7071	0.7012	0.8374
No log	1.5238	160	0.6140	0.7315	0.6140	0.7836
No log	1.5429	162	0.5799	0.7465	0.5799	0.7615
No log	1.5619	164	0.5823	0.7458	0.5823	0.7631
No log	1.5810	166	0.5841	0.7616	0.5841	0.7643
No log	1.6	168	0.5941	0.7548	0.5941	0.7708
No log	1.6190	170	0.6353	0.7371	0.6353	0.7971
No log	1.6381	172	0.6439	0.7455	0.6439	0.8024
No log	1.6571	174	0.5727	0.7471	0.5727	0.7568
No log	1.6762	176	0.5659	0.7151	0.5659	0.7522
No log	1.6952	178	0.6133	0.7370	0.6133	0.7832
No log	1.7143	180	0.7693	0.6922	0.7693	0.8771
No log	1.7333	182	0.8188	0.6971	0.8188	0.9049
No log	1.7524	184	0.7204	0.7406	0.7204	0.8488
No log	1.7714	186	0.6321	0.7483	0.6321	0.7951
No log	1.7905	188	0.5919	0.7670	0.5919	0.7694
No log	1.8095	190	0.5952	0.7582	0.5952	0.7715
No log	1.8286	192	0.5764	0.7603	0.5764	0.7592
No log	1.8476	194	0.5790	0.7469	0.5790	0.7609
No log	1.8667	196	0.5763	0.7464	0.5763	0.7592
No log	1.8857	198	0.5453	0.7537	0.5453	0.7384
No log	1.9048	200	0.5716	0.7669	0.5716	0.7560
No log	1.9238	202	0.7870	0.6910	0.7870	0.8871
No log	1.9429	204	0.8559	0.6495	0.8559	0.9251
No log	1.9619	206	0.7235	0.7307	0.7235	0.8506
No log	1.9810	208	0.5831	0.7633	0.5831	0.7636
No log	2.0	210	0.5676	0.7669	0.5676	0.7534
No log	2.0190	212	0.5646	0.7807	0.5646	0.7514
No log	2.0381	214	0.5902	0.7808	0.5902	0.7683
No log	2.0571	216	0.6386	0.7398	0.6386	0.7991
No log	2.0762	218	0.6438	0.7459	0.6438	0.8024
No log	2.0952	220	0.5446	0.7711	0.5446	0.7380
No log	2.1143	222	0.5614	0.7623	0.5614	0.7493
No log	2.1333	224	0.6896	0.7463	0.6896	0.8304
No log	2.1524	226	0.6989	0.7463	0.6989	0.8360
No log	2.1714	228	0.5690	0.7560	0.5690	0.7543
No log	2.1905	230	0.5799	0.7565	0.5799	0.7615
No log	2.2095	232	0.7301	0.7111	0.7301	0.8544
No log	2.2286	234	0.7334	0.7111	0.7334	0.8564
No log	2.2476	236	0.6133	0.7526	0.6133	0.7831
No log	2.2667	238	0.5679	0.7580	0.5679	0.7536
No log	2.2857	240	0.5927	0.7487	0.5927	0.7699
No log	2.3048	242	0.6096	0.7464	0.6096	0.7808
No log	2.3238	244	0.5625	0.7474	0.5625	0.7500
No log	2.3429	246	0.5324	0.7457	0.5324	0.7296
No log	2.3619	248	0.5219	0.7613	0.5219	0.7224
No log	2.3810	250	0.5313	0.7606	0.5313	0.7289
No log	2.4	252	0.5719	0.7567	0.5719	0.7562
No log	2.4190	254	0.5771	0.7602	0.5771	0.7597
No log	2.4381	256	0.5765	0.7838	0.5765	0.7593
No log	2.4571	258	0.5684	0.7737	0.5684	0.7539
No log	2.4762	260	0.5837	0.7582	0.5837	0.7640
No log	2.4952	262	0.6610	0.7128	0.6610	0.8130
No log	2.5143	264	0.7124	0.6945	0.7124	0.8440
No log	2.5333	266	0.6469	0.7299	0.6469	0.8043
No log	2.5524	268	0.6068	0.7517	0.6068	0.7790
No log	2.5714	270	0.5722	0.7786	0.5722	0.7564
No log	2.5905	272	0.5834	0.7665	0.5834	0.7638
No log	2.6095	274	0.5975	0.7637	0.5975	0.7730
No log	2.6286	276	0.6017	0.7470	0.6017	0.7757
No log	2.6476	278	0.5770	0.7518	0.5770	0.7596
No log	2.6667	280	0.5481	0.7759	0.5481	0.7403
No log	2.6857	282	0.5542	0.7595	0.5542	0.7445
No log	2.7048	284	0.5529	0.7595	0.5529	0.7435
No log	2.7238	286	0.5610	0.7588	0.5610	0.7490
No log	2.7429	288	0.5841	0.7565	0.5841	0.7642
No log	2.7619	290	0.6143	0.7482	0.6143	0.7838
No log	2.7810	292	0.6447	0.7413	0.6447	0.8029
No log	2.8	294	0.6219	0.7563	0.6219	0.7886
No log	2.8190	296	0.6028	0.7532	0.6028	0.7764
No log	2.8381	298	0.6067	0.7496	0.6067	0.7789
No log	2.8571	300	0.6075	0.7520	0.6075	0.7795
No log	2.8762	302	0.6082	0.7466	0.6082	0.7799
No log	2.8952	304	0.6049	0.7474	0.6049	0.7777
No log	2.9143	306	0.6016	0.7425	0.6016	0.7757
No log	2.9333	308	0.5999	0.7446	0.5999	0.7745
No log	2.9524	310	0.5878	0.7496	0.5878	0.7667
No log	2.9714	312	0.5835	0.7496	0.5835	0.7639
No log	2.9905	314	0.5736	0.7513	0.5736	0.7573
No log	3.0095	316	0.5923	0.7767	0.5923	0.7696
No log	3.0286	318	0.6138	0.7663	0.6138	0.7834
No log	3.0476	320	0.6012	0.7704	0.6012	0.7754
No log	3.0667	322	0.5784	0.7714	0.5784	0.7605
No log	3.0857	324	0.5917	0.7769	0.5917	0.7692
No log	3.1048	326	0.5878	0.7649	0.5878	0.7667
No log	3.1238	328	0.5990	0.7685	0.5990	0.7739
No log	3.1429	330	0.5794	0.7622	0.5794	0.7612
No log	3.1619	332	0.5536	0.7401	0.5536	0.7441
No log	3.1810	334	0.5740	0.7336	0.5740	0.7576
No log	3.2	336	0.5904	0.7439	0.5904	0.7684
No log	3.2190	338	0.5677	0.7224	0.5677	0.7534
No log	3.2381	340	0.5670	0.7426	0.5670	0.7530
No log	3.2571	342	0.5888	0.7672	0.5888	0.7674
No log	3.2762	344	0.6511	0.7489	0.6511	0.8069
No log	3.2952	346	0.6324	0.7554	0.6324	0.7952
No log	3.3143	348	0.5749	0.7745	0.5749	0.7582
No log	3.3333	350	0.5702	0.7675	0.5702	0.7551
No log	3.3524	352	0.5709	0.7675	0.5709	0.7556
No log	3.3714	354	0.5759	0.7761	0.5759	0.7589
No log	3.3905	356	0.5949	0.7765	0.5949	0.7713
No log	3.4095	358	0.6243	0.7763	0.6243	0.7901
No log	3.4286	360	0.6835	0.7783	0.6835	0.8267
No log	3.4476	362	0.7613	0.7311	0.7613	0.8725
No log	3.4667	364	0.7627	0.7355	0.7627	0.8733
No log	3.4857	366	0.7036	0.7494	0.7036	0.8388
No log	3.5048	368	0.6206	0.7604	0.6206	0.7878
No log	3.5238	370	0.6128	0.7667	0.6128	0.7828
No log	3.5429	372	0.6154	0.7667	0.6154	0.7845
No log	3.5619	374	0.6131	0.7573	0.6131	0.7830
No log	3.5810	376	0.6344	0.7624	0.6344	0.7965
No log	3.6	378	0.6881	0.7426	0.6881	0.8295
No log	3.6190	380	0.7777	0.7152	0.7777	0.8819
No log	3.6381	382	0.7561	0.7103	0.7561	0.8695
No log	3.6571	384	0.6584	0.7653	0.6584	0.8114
No log	3.6762	386	0.6197	0.7749	0.6197	0.7872
No log	3.6952	388	0.6017	0.7723	0.6017	0.7757
No log	3.7143	390	0.6172	0.7641	0.6172	0.7856
No log	3.7333	392	0.6290	0.7590	0.6290	0.7931
No log	3.7524	394	0.6562	0.7633	0.6562	0.8101
No log	3.7714	396	0.6843	0.7498	0.6843	0.8272
No log	3.7905	398	0.6551	0.7582	0.6551	0.8094
No log	3.8095	400	0.6221	0.7853	0.6221	0.7887
No log	3.8286	402	0.6390	0.7239	0.6390	0.7994
No log	3.8476	404	0.6565	0.7150	0.6565	0.8102
No log	3.8667	406	0.6097	0.7205	0.6097	0.7808
No log	3.8857	408	0.5746	0.7497	0.5746	0.7580
No log	3.9048	410	0.5517	0.7696	0.5517	0.7427
No log	3.9238	412	0.5490	0.7715	0.5490	0.7409
No log	3.9429	414	0.5437	0.7519	0.5437	0.7373
No log	3.9619	416	0.5636	0.7476	0.5636	0.7507
No log	3.9810	418	0.5797	0.7264	0.5797	0.7614
No log	4.0	420	0.5847	0.7270	0.5847	0.7647
No log	4.0190	422	0.5720	0.7342	0.5720	0.7563
No log	4.0381	424	0.5477	0.7630	0.5477	0.7401
No log	4.0571	426	0.5641	0.7820	0.5641	0.7510
No log	4.0762	428	0.5705	0.7939	0.5705	0.7553
No log	4.0952	430	0.5590	0.7939	0.5590	0.7476
No log	4.1143	432	0.5390	0.7681	0.5390	0.7342
No log	4.1333	434	0.5384	0.756	0.5384	0.7337
No log	4.1524	436	0.5367	0.7482	0.5367	0.7326
No log	4.1714	438	0.5288	0.7575	0.5288	0.7272
No log	4.1905	440	0.5284	0.7632	0.5284	0.7269
No log	4.2095	442	0.5483	0.7577	0.5483	0.7405
No log	4.2286	444	0.6281	0.7435	0.6281	0.7926
No log	4.2476	446	0.6711	0.7232	0.6711	0.8192
No log	4.2667	448	0.6388	0.7342	0.6388	0.7992
No log	4.2857	450	0.5682	0.7695	0.5682	0.7538
No log	4.3048	452	0.5483	0.7797	0.5483	0.7405
No log	4.3238	454	0.5386	0.7908	0.5386	0.7339
No log	4.3429	456	0.5524	0.7741	0.5524	0.7432
No log	4.3619	458	0.6392	0.7488	0.6392	0.7995
No log	4.3810	460	0.6841	0.7233	0.6841	0.8271
No log	4.4	462	0.6549	0.7475	0.6549	0.8093
No log	4.4190	464	0.6375	0.7393	0.6375	0.7984
No log	4.4381	466	0.6259	0.7624	0.6259	0.7912
No log	4.4571	468	0.5986	0.7713	0.5986	0.7737
No log	4.4762	470	0.5611	0.7636	0.5611	0.7491
No log	4.4952	472	0.5339	0.7853	0.5339	0.7307
No log	4.5143	474	0.5303	0.7868	0.5303	0.7282
No log	4.5333	476	0.5360	0.7705	0.5360	0.7321
No log	4.5524	478	0.5530	0.7756	0.5530	0.7436
No log	4.5714	480	0.5985	0.7771	0.5985	0.7736
No log	4.5905	482	0.5897	0.7767	0.5897	0.7679
No log	4.6095	484	0.5395	0.7798	0.5395	0.7345
No log	4.6286	486	0.5287	0.7825	0.5287	0.7271
No log	4.6476	488	0.5290	0.7795	0.5290	0.7273
No log	4.6667	490	0.5341	0.7741	0.5341	0.7308
No log	4.6857	492	0.5407	0.7741	0.5407	0.7353
No log	4.7048	494	0.5640	0.7829	0.5640	0.7510
No log	4.7238	496	0.6277	0.7640	0.6277	0.7923
No log	4.7429	498	0.6655	0.7420	0.6655	0.8158
0.4427	4.7619	500	0.6317	0.7815	0.6317	0.7948
0.4427	4.7810	502	0.5954	0.7780	0.5954	0.7716
0.4427	4.8	504	0.5770	0.7784	0.5770	0.7596
0.4427	4.8190	506	0.5609	0.7683	0.5609	0.7490
0.4427	4.8381	508	0.5403	0.7533	0.5403	0.7351
0.4427	4.8571	510	0.5342	0.7614	0.5342	0.7309
0.4427	4.8762	512	0.5299	0.7614	0.5299	0.7279
0.4427	4.8952	514	0.5362	0.764	0.5362	0.7323
0.4427	4.9143	516	0.5496	0.7820	0.5496	0.7413
0.4427	4.9333	518	0.5567	0.7751	0.5567	0.7461
0.4427	4.9524	520	0.5601	0.7739	0.5601	0.7484
0.4427	4.9714	522	0.5699	0.7748	0.5699	0.7549
0.4427	4.9905	524	0.5706	0.7733	0.5706	0.7554
0.4427	5.0095	526	0.5597	0.7662	0.5597	0.7482
0.4427	5.0286	528	0.5537	0.7781	0.5537	0.7441
0.4427	5.0476	530	0.5670	0.7798	0.5670	0.7530
0.4427	5.0667	532	0.5983	0.7681	0.5983	0.7735
0.4427	5.0857	534	0.6267	0.7487	0.6267	0.7916
0.4427	5.1048	536	0.6092	0.7700	0.6092	0.7805
0.4427	5.1238	538	0.5873	0.7737	0.5873	0.7664
0.4427	5.1429	540	0.5678	0.7711	0.5678	0.7536
0.4427	5.1619	542	0.5696	0.7623	0.5696	0.7547
0.4427	5.1810	544	0.5967	0.7514	0.5967	0.7725
0.4427	5.2	546	0.6726	0.7370	0.6726	0.8201
0.4427	5.2190	548	0.7383	0.7407	0.7383	0.8592
0.4427	5.2381	550	0.7380	0.7394	0.7380	0.8590
0.4427	5.2571	552	0.6809	0.7493	0.6809	0.8252
0.4427	5.2762	554	0.6081	0.7544	0.6081	0.7798
0.4427	5.2952	556	0.5788	0.7734	0.5788	0.7608
0.4427	5.3143	558	0.5709	0.7741	0.5709	0.7556
0.4427	5.3333	560	0.6003	0.7514	0.6003	0.7748
0.4427	5.3524	562	0.6036	0.7639	0.6036	0.7769
0.4427	5.3714	564	0.5649	0.7688	0.5649	0.7516
0.4427	5.3905	566	0.5485	0.7671	0.5485	0.7406
0.4427	5.4095	568	0.5448	0.7648	0.5448	0.7381
0.4427	5.4286	570	0.5487	0.7723	0.5487	0.7407
0.4427	5.4476	572	0.5581	0.7661	0.5581	0.7471
0.4427	5.4667	574	0.5604	0.7739	0.5604	0.7486
0.4427	5.4857	576	0.5485	0.7692	0.5485	0.7406
0.4427	5.5048	578	0.5318	0.7687	0.5318	0.7293
0.4427	5.5238	580	0.5258	0.7594	0.5258	0.7251
0.4427	5.5429	582	0.5227	0.7488	0.5227	0.7230
0.4427	5.5619	584	0.5203	0.7733	0.5203	0.7213
0.4427	5.5810	586	0.5265	0.7696	0.5265	0.7256
0.4427	5.6	588	0.5324	0.7907	0.5324	0.7296
0.4427	5.6190	590	0.5314	0.7751	0.5314	0.7290
0.4427	5.6381	592	0.5329	0.7816	0.5329	0.7300
0.4427	5.6571	594	0.5416	0.7814	0.5416	0.7360
0.4427	5.6762	596	0.5623	0.7705	0.5623	0.7498
0.4427	5.6952	598	0.5660	0.7741	0.5660	0.7524
0.4427	5.7143	600	0.5638	0.7686	0.5638	0.7508
0.4427	5.7333	602	0.5606	0.7682	0.5606	0.7487
0.4427	5.7524	604	0.5660	0.7822	0.5660	0.7524
0.4427	5.7714	606	0.5753	0.7720	0.5753	0.7585
0.4427	5.7905	608	0.5879	0.7755	0.5879	0.7668
0.4427	5.8095	610	0.5879	0.7633	0.5879	0.7667
0.4427	5.8286	612	0.5894	0.7821	0.5894	0.7677
0.4427	5.8476	614	0.5699	0.7856	0.5699	0.7549
0.4427	5.8667	616	0.5720	0.7713	0.5720	0.7563
0.4427	5.8857	618	0.5704	0.7662	0.5704	0.7552
0.4427	5.9048	620	0.5670	0.7771	0.5670	0.7530
0.4427	5.9238	622	0.5531	0.7820	0.5531	0.7437
0.4427	5.9429	624	0.5639	0.7682	0.5639	0.7510
0.4427	5.9619	626	0.6082	0.7635	0.6082	0.7799
0.4427	5.9810	628	0.6524	0.7268	0.6524	0.8077
0.4427	6.0	630	0.7219	0.7097	0.7219	0.8497
0.4427	6.0190	632	0.7375	0.7097	0.7375	0.8588
0.4427	6.0381	634	0.6950	0.7176	0.6950	0.8337
0.4427	6.0571	636	0.6187	0.7670	0.6187	0.7866
0.4427	6.0762	638	0.5585	0.7704	0.5585	0.7473
0.4427	6.0952	640	0.5497	0.7481	0.5497	0.7414
0.4427	6.1143	642	0.5494	0.7481	0.5494	0.7412
0.4427	6.1333	644	0.5590	0.7583	0.5590	0.7476
0.4427	6.1524	646	0.5830	0.7682	0.5830	0.7636
0.4427	6.1714	648	0.6272	0.7700	0.6272	0.7920
0.4427	6.1905	650	0.6546	0.7596	0.6546	0.8091
0.4427	6.2095	652	0.6431	0.7601	0.6431	0.8019
0.4427	6.2286	654	0.6002	0.7846	0.6002	0.7747
0.4427	6.2476	656	0.5770	0.7664	0.5770	0.7596
0.4427	6.2667	658	0.5561	0.7575	0.5561	0.7457
0.4427	6.2857	660	0.5480	0.7597	0.5480	0.7403
0.4427	6.3048	662	0.5404	0.7628	0.5404	0.7351
0.4427	6.3238	664	0.5349	0.7571	0.5349	0.7314
0.4427	6.3429	666	0.5409	0.7623	0.5409	0.7354
0.4427	6.3619	668	0.5557	0.7742	0.5557	0.7454
0.4427	6.3810	670	0.5643	0.7772	0.5643	0.7512
0.4427	6.4	672	0.5770	0.7753	0.5770	0.7596
0.4427	6.4190	674	0.6070	0.7535	0.6070	0.7791
0.4427	6.4381	676	0.6223	0.7636	0.6223	0.7889
0.4427	6.4571	678	0.6202	0.7636	0.6202	0.7875
0.4427	6.4762	680	0.6041	0.7713	0.6041	0.7773
0.4427	6.4952	682	0.6022	0.7589	0.6022	0.7760
0.4427	6.5143	684	0.5897	0.7621	0.5897	0.7679
0.4427	6.5333	686	0.5747	0.7635	0.5747	0.7581
0.4427	6.5524	688	0.5666	0.7784	0.5666	0.7527
0.4427	6.5714	690	0.5602	0.7885	0.5602	0.7484
0.4427	6.5905	692	0.5523	0.7832	0.5523	0.7432
0.4427	6.6095	694	0.5423	0.7704	0.5423	0.7364
0.4427	6.6286	696	0.5487	0.7679	0.5487	0.7408
0.4427	6.6476	698	0.5634	0.7672	0.5634	0.7506
0.4427	6.6667	700	0.5690	0.7732	0.5690	0.7543
0.4427	6.6857	702	0.5639	0.7701	0.5639	0.7509
0.4427	6.7048	704	0.5475	0.7797	0.5475	0.7399
0.4427	6.7238	706	0.5307	0.7652	0.5307	0.7285
0.4427	6.7429	708	0.5315	0.7744	0.5315	0.7290
0.4427	6.7619	710	0.5468	0.7519	0.5468	0.7395
0.4427	6.7810	712	0.5546	0.7502	0.5546	0.7447
0.4427	6.8	714	0.5489	0.7568	0.5489	0.7409
0.4427	6.8190	716	0.5480	0.7667	0.5480	0.7403
0.4427	6.8381	718	0.5551	0.7635	0.5551	0.7450
0.4427	6.8571	720	0.5731	0.7729	0.5731	0.7571
0.4427	6.8762	722	0.5879	0.7755	0.5879	0.7668
0.4427	6.8952	724	0.5986	0.7793	0.5986	0.7737
0.4427	6.9143	726	0.5948	0.7793	0.5948	0.7712
0.4427	6.9333	728	0.5783	0.7793	0.5783	0.7605
0.4427	6.9524	730	0.5678	0.7670	0.5678	0.7535
0.4427	6.9714	732	0.5578	0.7622	0.5578	0.7469
0.4427	6.9905	734	0.5531	0.7564	0.5531	0.7437
0.4427	7.0095	736	0.5414	0.7514	0.5414	0.7358
0.4427	7.0286	738	0.5409	0.7501	0.5409	0.7354
0.4427	7.0476	740	0.5436	0.7533	0.5436	0.7373
0.4427	7.0667	742	0.5578	0.7772	0.5578	0.7468
0.4427	7.0857	744	0.5855	0.7849	0.5855	0.7652
0.4427	7.1048	746	0.6175	0.7515	0.6175	0.7858
0.4427	7.1238	748	0.6342	0.7299	0.6342	0.7963
0.4427	7.1429	750	0.6439	0.7219	0.6439	0.8025
0.4427	7.1619	752	0.6484	0.7187	0.6484	0.8052
0.4427	7.1810	754	0.6304	0.7193	0.6304	0.7940
0.4427	7.2	756	0.6013	0.7527	0.6013	0.7754
0.4427	7.2190	758	0.5747	0.7621	0.5747	0.7581
0.4427	7.2381	760	0.5548	0.7622	0.5548	0.7449
0.4427	7.2571	762	0.5465	0.7482	0.5465	0.7393
0.4427	7.2762	764	0.5444	0.7422	0.5444	0.7378
0.4427	7.2952	766	0.5450	0.7546	0.5450	0.7382
0.4427	7.3143	768	0.5504	0.7618	0.5504	0.7419
0.4427	7.3333	770	0.5440	0.7604	0.5440	0.7376
0.4427	7.3524	772	0.5356	0.7551	0.5356	0.7319
0.4427	7.3714	774	0.5336	0.7551	0.5336	0.7305
0.4427	7.3905	776	0.5348	0.7679	0.5348	0.7313
0.4427	7.4095	778	0.5359	0.7772	0.5359	0.7320
0.4427	7.4286	780	0.5407	0.7724	0.5407	0.7353
0.4427	7.4476	782	0.5476	0.7778	0.5476	0.7400
0.4427	7.4667	784	0.5628	0.7791	0.5628	0.7502
0.4427	7.4857	786	0.5836	0.7712	0.5836	0.7639
0.4427	7.5048	788	0.5947	0.7535	0.5947	0.7711
0.4427	7.5238	790	0.5786	0.7591	0.5786	0.7607
0.4427	7.5429	792	0.5525	0.7542	0.5525	0.7433
0.4427	7.5619	794	0.5344	0.7523	0.5344	0.7310
0.4427	7.5810	796	0.5269	0.7682	0.5269	0.7259
0.4427	7.6	798	0.5233	0.7623	0.5233	0.7234
0.4427	7.6190	800	0.5233	0.7798	0.5233	0.7234
0.4427	7.6381	802	0.5239	0.7623	0.5239	0.7238
0.4427	7.6571	804	0.5267	0.7573	0.5267	0.7257
0.4427	7.6762	806	0.5336	0.7709	0.5336	0.7305
0.4427	7.6952	808	0.5385	0.7704	0.5385	0.7338
0.4427	7.7143	810	0.5375	0.7761	0.5375	0.7331
0.4427	7.7333	812	0.5382	0.7736	0.5382	0.7336
0.4427	7.7524	814	0.5404	0.7736	0.5404	0.7351
0.4427	7.7714	816	0.5399	0.7730	0.5399	0.7347
0.4427	7.7905	818	0.5321	0.7709	0.5321	0.7294
0.4427	7.8095	820	0.5232	0.7709	0.5232	0.7233
0.4427	7.8286	822	0.5213	0.7609	0.5213	0.7220
0.4427	7.8476	824	0.5227	0.7709	0.5227	0.7230
0.4427	7.8667	826	0.5273	0.7766	0.5273	0.7262
0.4427	7.8857	828	0.5360	0.7804	0.5360	0.7321
0.4427	7.9048	830	0.5539	0.7818	0.5539	0.7442
0.4427	7.9238	832	0.5621	0.7818	0.5621	0.7497
0.4427	7.9429	834	0.5548	0.7818	0.5548	0.7448
0.4427	7.9619	836	0.5421	0.7797	0.5421	0.7363
0.4427	7.9810	838	0.5309	0.7759	0.5309	0.7287
0.4427	8.0	840	0.5261	0.7704	0.5261	0.7253
0.4427	8.0190	842	0.5252	0.7709	0.5252	0.7247
0.4427	8.0381	844	0.5311	0.7766	0.5311	0.7288
0.4427	8.0571	846	0.5465	0.7763	0.5465	0.7392
0.4427	8.0762	848	0.5608	0.7847	0.5608	0.7488
0.4427	8.0952	850	0.5619	0.7840	0.5619	0.7496
0.4427	8.1143	852	0.5616	0.7847	0.5616	0.7494
0.4427	8.1333	854	0.5520	0.7872	0.5520	0.7430
0.4427	8.1524	856	0.5424	0.7847	0.5424	0.7365
0.4427	8.1714	858	0.5395	0.7835	0.5395	0.7345
0.4427	8.1905	860	0.5408	0.7735	0.5408	0.7354
0.4427	8.2095	862	0.5393	0.7716	0.5393	0.7344
0.4427	8.2286	864	0.5346	0.7591	0.5346	0.7312
0.4427	8.2476	866	0.5324	0.7591	0.5324	0.7297
0.4427	8.2667	868	0.5306	0.7591	0.5306	0.7284
0.4427	8.2857	870	0.5300	0.7573	0.5300	0.7280
0.4427	8.3048	872	0.5295	0.7591	0.5295	0.7277
0.4427	8.3238	874	0.5273	0.7609	0.5273	0.7262
0.4427	8.3429	876	0.5245	0.7531	0.5245	0.7242
0.4427	8.3619	878	0.5267	0.7704	0.5267	0.7257
0.4427	8.3810	880	0.5307	0.7799	0.5307	0.7285
0.4427	8.4	882	0.5339	0.7799	0.5339	0.7307
0.4427	8.4190	884	0.5394	0.7768	0.5394	0.7344
0.4427	8.4381	886	0.5464	0.7825	0.5464	0.7392
0.4427	8.4571	888	0.5454	0.7825	0.5454	0.7385
0.4427	8.4762	890	0.5419	0.7825	0.5419	0.7361
0.4427	8.4952	892	0.5440	0.7750	0.5440	0.7376
0.4427	8.5143	894	0.5540	0.7691	0.5540	0.7443
0.4427	8.5333	896	0.5624	0.7607	0.5624	0.7499
0.4427	8.5524	898	0.5745	0.7560	0.5745	0.7579
0.4427	8.5714	900	0.5836	0.7277	0.5836	0.7639
0.4427	8.5905	902	0.5816	0.7454	0.5816	0.7626
0.4427	8.6095	904	0.5855	0.7334	0.5855	0.7652
0.4427	8.6286	906	0.5823	0.7454	0.5823	0.7631
0.4427	8.6476	908	0.5711	0.7602	0.5711	0.7557
0.4427	8.6667	910	0.5645	0.7691	0.5645	0.7513
0.4427	8.6857	912	0.5650	0.7691	0.5650	0.7517
0.4427	8.7048	914	0.5579	0.7750	0.5579	0.7469
0.4427	8.7238	916	0.5480	0.7719	0.5480	0.7403
0.4427	8.7429	918	0.5405	0.7761	0.5405	0.7352
0.4427	8.7619	920	0.5379	0.7768	0.5379	0.7334
0.4427	8.7810	922	0.5397	0.7761	0.5397	0.7346
0.4427	8.8	924	0.5429	0.7719	0.5429	0.7368
0.4427	8.8190	926	0.5435	0.7719	0.5435	0.7372
0.4427	8.8381	928	0.5431	0.7725	0.5431	0.7370
0.4427	8.8571	930	0.5414	0.7725	0.5414	0.7358
0.4427	8.8762	932	0.5379	0.7731	0.5379	0.7334
0.4427	8.8952	934	0.5339	0.7736	0.5339	0.7307
0.4427	8.9143	936	0.5343	0.7774	0.5343	0.7309
0.4427	8.9333	938	0.5302	0.7761	0.5302	0.7282
0.4427	8.9524	940	0.5239	0.7704	0.5239	0.7238
0.4427	8.9714	942	0.5176	0.7817	0.5176	0.7194
0.4427	8.9905	944	0.5150	0.7817	0.5150	0.7176
0.4427	9.0095	946	0.5136	0.7760	0.5136	0.7166
0.4427	9.0286	948	0.5131	0.7760	0.5131	0.7163
0.4427	9.0476	950	0.5131	0.7760	0.5131	0.7163
0.4427	9.0667	952	0.5152	0.7812	0.5152	0.7178
0.4427	9.0857	954	0.5210	0.7704	0.5210	0.7218
0.4427	9.1048	956	0.5292	0.7761	0.5292	0.7274
0.4427	9.1238	958	0.5391	0.7770	0.5391	0.7342
0.4427	9.1429	960	0.5445	0.7818	0.5445	0.7379
0.4427	9.1619	962	0.5455	0.7811	0.5455	0.7386
0.4427	9.1810	964	0.5438	0.7811	0.5438	0.7374
0.4427	9.2	966	0.5385	0.7731	0.5385	0.7338
0.4427	9.2190	968	0.5343	0.7799	0.5343	0.7310
0.4427	9.2381	970	0.5319	0.7761	0.5319	0.7293
0.4427	9.2571	972	0.5299	0.7761	0.5299	0.7279
0.4427	9.2762	974	0.5287	0.7761	0.5287	0.7271
0.4427	9.2952	976	0.5281	0.7761	0.5281	0.7267
0.4427	9.3143	978	0.5295	0.7761	0.5295	0.7277
0.4427	9.3333	980	0.5326	0.7799	0.5326	0.7298
0.4427	9.3524	982	0.5323	0.7799	0.5323	0.7296
0.4427	9.3714	984	0.5326	0.7713	0.5326	0.7298
0.4427	9.3905	986	0.5317	0.7713	0.5317	0.7292
0.4427	9.4095	988	0.5316	0.7670	0.5316	0.7291
0.4427	9.4286	990	0.5322	0.7670	0.5322	0.7295
0.4427	9.4476	992	0.5336	0.7670	0.5336	0.7305
0.4427	9.4667	994	0.5342	0.7805	0.5342	0.7309
0.4427	9.4857	996	0.5371	0.7828	0.5371	0.7329
0.4427	9.5048	998	0.5379	0.7828	0.5379	0.7334
0.0682	9.5238	1000	0.5370	0.7791	0.5370	0.7328
0.0682	9.5429	1002	0.5369	0.7791	0.5369	0.7327
0.0682	9.5619	1004	0.5379	0.7791	0.5379	0.7334
0.0682	9.5810	1006	0.5385	0.7791	0.5385	0.7339
0.0682	9.6	1008	0.5378	0.7791	0.5378	0.7333
0.0682	9.6190	1010	0.5373	0.7791	0.5373	0.7330
0.0682	9.6381	1012	0.5372	0.7798	0.5372	0.7329
0.0682	9.6571	1014	0.5388	0.7828	0.5388	0.7340
0.0682	9.6762	1016	0.5412	0.7820	0.5412	0.7357
0.0682	9.6952	1018	0.5447	0.7820	0.5447	0.7380
0.0682	9.7143	1020	0.5474	0.7763	0.5474	0.7398
0.0682	9.7333	1022	0.5481	0.7763	0.5481	0.7403
0.0682	9.7524	1024	0.5487	0.7763	0.5487	0.7408
0.0682	9.7714	1026	0.5500	0.7820	0.5500	0.7417
0.0682	9.7905	1028	0.5512	0.7820	0.5512	0.7424
0.0682	9.8095	1030	0.5523	0.7820	0.5523	0.7432
0.0682	9.8286	1032	0.5535	0.7820	0.5535	0.7440
0.0682	9.8476	1034	0.5546	0.7820	0.5546	0.7447
0.0682	9.8667	1036	0.5556	0.7820	0.5556	0.7454
0.0682	9.8857	1038	0.5555	0.7820	0.5555	0.7453
0.0682	9.9048	1040	0.5552	0.7820	0.5552	0.7451
0.0682	9.9238	1042	0.5551	0.7820	0.5551	0.7451
0.0682	9.9429	1044	0.5550	0.7820	0.5550	0.7449
0.0682	9.9619	1046	0.5548	0.7820	0.5548	0.7448
0.0682	9.9810	1048	0.5548	0.7828	0.5548	0.7449
0.0682	10.0	1050	0.5548	0.7828	0.5548	0.7448

Framework versions

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