ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_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: 0.6299
• Qwk: 0.4134
• Mse: 0.6299
• Rmse: 0.7937

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	0.0690	2	2.7274	-0.0651	2.7274	1.6515
No log	0.1379	4	1.2037	0.0979	1.2037	1.0972
No log	0.2069	6	0.7479	0.0444	0.7479	0.8648
No log	0.2759	8	0.7532	0.2751	0.7532	0.8679
No log	0.3448	10	0.7685	0.1972	0.7685	0.8767
No log	0.4138	12	0.8144	0.2817	0.8144	0.9024
No log	0.4828	14	0.7184	0.0717	0.7184	0.8476
No log	0.5517	16	0.7505	0.1754	0.7505	0.8663
No log	0.6207	18	0.6642	0.0893	0.6642	0.8150
No log	0.6897	20	0.6409	0.1272	0.6409	0.8005
No log	0.7586	22	0.6734	0.2430	0.6734	0.8206
No log	0.8276	24	0.7323	0.3827	0.7323	0.8557
No log	0.8966	26	0.6717	0.3616	0.6717	0.8196
No log	0.9655	28	0.5951	0.3894	0.5951	0.7714
No log	1.0345	30	0.9784	0.3636	0.9784	0.9892
No log	1.1034	32	1.0196	0.4013	1.0196	1.0098
No log	1.1724	34	0.6689	0.4959	0.6689	0.8179
No log	1.2414	36	0.5949	0.3396	0.5949	0.7713
No log	1.3103	38	0.5993	0.3563	0.5993	0.7741
No log	1.3793	40	0.6286	0.4610	0.6286	0.7928
No log	1.4483	42	0.6001	0.4412	0.6001	0.7747
No log	1.5172	44	0.5697	0.3915	0.5697	0.7548
No log	1.5862	46	0.6062	0.4451	0.6062	0.7786
No log	1.6552	48	0.6550	0.4911	0.6550	0.8093
No log	1.7241	50	0.6490	0.3883	0.6490	0.8056
No log	1.7931	52	0.6763	0.3739	0.6763	0.8224
No log	1.8621	54	0.6891	0.3946	0.6891	0.8301
No log	1.9310	56	0.6407	0.4300	0.6407	0.8005
No log	2.0	58	0.7258	0.4587	0.7258	0.8520
No log	2.0690	60	0.6957	0.4023	0.6957	0.8341
No log	2.1379	62	0.7478	0.4334	0.7478	0.8648
No log	2.2069	64	0.6703	0.4740	0.6703	0.8187
No log	2.2759	66	0.6576	0.4526	0.6576	0.8109
No log	2.3448	68	0.6662	0.4315	0.6662	0.8162
No log	2.4138	70	0.5993	0.4495	0.5993	0.7741
No log	2.4828	72	0.6256	0.4576	0.6256	0.7910
No log	2.5517	74	0.6362	0.4167	0.6362	0.7976
No log	2.6207	76	0.5934	0.4902	0.5934	0.7703
No log	2.6897	78	0.6095	0.2708	0.6095	0.7807
No log	2.7586	80	0.5575	0.4724	0.5575	0.7467
No log	2.8276	82	0.5544	0.5555	0.5544	0.7446
No log	2.8966	84	0.5330	0.4839	0.5330	0.7301
No log	2.9655	86	0.5564	0.5782	0.5564	0.7459
No log	3.0345	88	0.5659	0.5939	0.5659	0.7522
No log	3.1034	90	0.5757	0.5491	0.5757	0.7587
No log	3.1724	92	0.5760	0.4777	0.5760	0.7590
No log	3.2414	94	0.5431	0.5915	0.5431	0.7370
No log	3.3103	96	0.5793	0.5250	0.5793	0.7611
No log	3.3793	98	0.6066	0.4694	0.6066	0.7789
No log	3.4483	100	0.5503	0.4575	0.5503	0.7418
No log	3.5172	102	0.6631	0.4755	0.6631	0.8143
No log	3.5862	104	0.6325	0.4966	0.6325	0.7953
No log	3.6552	106	0.5411	0.4942	0.5411	0.7356
No log	3.7241	108	0.6714	0.4943	0.6714	0.8194
No log	3.7931	110	0.6324	0.4868	0.6324	0.7953
No log	3.8621	112	0.5179	0.5373	0.5179	0.7197
No log	3.9310	114	0.5056	0.4904	0.5056	0.7111
No log	4.0	116	0.5637	0.5721	0.5637	0.7508
No log	4.0690	118	0.5700	0.5721	0.5700	0.7550
No log	4.1379	120	0.4869	0.5143	0.4869	0.6978
No log	4.2069	122	0.4750	0.5492	0.4750	0.6892
No log	4.2759	124	0.4844	0.5868	0.4844	0.6960
No log	4.3448	126	0.4907	0.5399	0.4907	0.7005
No log	4.4138	128	0.5219	0.5498	0.5219	0.7225
No log	4.4828	130	0.4971	0.5663	0.4971	0.7051
No log	4.5517	132	0.5686	0.5570	0.5686	0.7541
No log	4.6207	134	0.6874	0.4438	0.6874	0.8291
No log	4.6897	136	0.6432	0.5435	0.6432	0.8020
No log	4.7586	138	0.5307	0.4617	0.5307	0.7285
No log	4.8276	140	0.5341	0.4858	0.5341	0.7308
No log	4.8966	142	0.5220	0.4904	0.5220	0.7225
No log	4.9655	144	0.5252	0.4953	0.5252	0.7247
No log	5.0345	146	0.5534	0.4726	0.5534	0.7439
No log	5.1034	148	0.6302	0.4749	0.6302	0.7938
No log	5.1724	150	0.5789	0.4270	0.5789	0.7609
No log	5.2414	152	0.5254	0.4768	0.5254	0.7248
No log	5.3103	154	0.5376	0.4991	0.5376	0.7332
No log	5.3793	156	0.5794	0.5283	0.5794	0.7612
No log	5.4483	158	0.6924	0.5702	0.6924	0.8321
No log	5.5172	160	0.6580	0.5334	0.6580	0.8112
No log	5.5862	162	0.5462	0.4762	0.5462	0.7390
No log	5.6552	164	0.5693	0.4964	0.5693	0.7545
No log	5.7241	166	0.7286	0.4925	0.7286	0.8536
No log	5.7931	168	0.7323	0.4925	0.7323	0.8557
No log	5.8621	170	0.6369	0.4473	0.6369	0.7980
No log	5.9310	172	0.6022	0.4147	0.6022	0.7760
No log	6.0	174	0.5831	0.3603	0.5831	0.7636
No log	6.0690	176	0.6062	0.3810	0.6062	0.7786
No log	6.1379	178	0.5912	0.3603	0.5912	0.7689
No log	6.2069	180	0.6133	0.3088	0.6133	0.7832
No log	6.2759	182	0.6004	0.3452	0.6004	0.7748
No log	6.3448	184	0.5868	0.3886	0.5868	0.7660
No log	6.4138	186	0.7124	0.4770	0.7124	0.8440
No log	6.4828	188	0.7983	0.4484	0.7983	0.8935
No log	6.5517	190	0.7122	0.5280	0.7122	0.8439
No log	6.6207	192	0.5832	0.4	0.5832	0.7636
No log	6.6897	194	0.5755	0.4091	0.5755	0.7586
No log	6.7586	196	0.6045	0.4473	0.6045	0.7775
No log	6.8276	198	0.5827	0.4914	0.5827	0.7633
No log	6.8966	200	0.5911	0.5399	0.5911	0.7689
No log	6.9655	202	0.6522	0.4898	0.6522	0.8076
No log	7.0345	204	0.6030	0.5399	0.6030	0.7765
No log	7.1034	206	0.5505	0.4801	0.5505	0.7420
No log	7.1724	208	0.5794	0.5452	0.5794	0.7612
No log	7.2414	210	0.5579	0.5560	0.5579	0.7470
No log	7.3103	212	0.5221	0.4423	0.5221	0.7226
No log	7.3793	214	0.5662	0.4536	0.5662	0.7525
No log	7.4483	216	0.6242	0.5393	0.6242	0.7901
No log	7.5172	218	0.5854	0.5298	0.5854	0.7651
No log	7.5862	220	0.5287	0.4734	0.5287	0.7271
No log	7.6552	222	0.5573	0.5845	0.5573	0.7466
No log	7.7241	224	0.5652	0.5758	0.5652	0.7518
No log	7.7931	226	0.5485	0.5272	0.5485	0.7406
No log	7.8621	228	0.5186	0.4657	0.5186	0.7202
No log	7.9310	230	0.5388	0.4427	0.5388	0.7340
No log	8.0	232	0.6041	0.5672	0.6041	0.7772
No log	8.0690	234	0.6144	0.5263	0.6144	0.7838
No log	8.1379	236	0.5817	0.4997	0.5817	0.7627
No log	8.2069	238	0.5796	0.5230	0.5796	0.7613
No log	8.2759	240	0.5627	0.4913	0.5627	0.7501
No log	8.3448	242	0.5299	0.4923	0.5299	0.7279
No log	8.4138	244	0.5375	0.5396	0.5375	0.7331
No log	8.4828	246	0.5299	0.5580	0.5299	0.7279
No log	8.5517	248	0.5453	0.4813	0.5453	0.7384
No log	8.6207	250	0.5987	0.5498	0.5987	0.7738
No log	8.6897	252	0.5927	0.4979	0.5927	0.7699
No log	8.7586	254	0.5596	0.3886	0.5596	0.7481
No log	8.8276	256	0.5878	0.3919	0.5878	0.7667
No log	8.8966	258	0.7178	0.3991	0.7178	0.8473
No log	8.9655	260	0.8074	0.4632	0.8074	0.8985
No log	9.0345	262	0.8031	0.4519	0.8031	0.8962
No log	9.1034	264	0.6446	0.4112	0.6446	0.8029
No log	9.1724	266	0.5495	0.4569	0.5495	0.7413
No log	9.2414	268	0.5275	0.3835	0.5275	0.7263
No log	9.3103	270	0.5356	0.4635	0.5356	0.7319
No log	9.3793	272	0.5395	0.3859	0.5395	0.7345
No log	9.4483	274	0.5430	0.4253	0.5430	0.7369
No log	9.5172	276	0.5676	0.4147	0.5676	0.7534
No log	9.5862	278	0.5671	0.4397	0.5671	0.7531
No log	9.6552	280	0.5530	0.4253	0.5530	0.7437
No log	9.7241	282	0.5471	0.3380	0.5471	0.7396
No log	9.7931	284	0.5672	0.4698	0.5672	0.7531
No log	9.8621	286	0.5824	0.4698	0.5824	0.7632
No log	9.9310	288	0.5989	0.4452	0.5989	0.7739
No log	10.0	290	0.5551	0.4186	0.5551	0.7450
No log	10.0690	292	0.5814	0.4100	0.5814	0.7625
No log	10.1379	294	0.6747	0.3940	0.6747	0.8214
No log	10.2069	296	0.6374	0.4409	0.6374	0.7984
No log	10.2759	298	0.5339	0.4795	0.5339	0.7307
No log	10.3448	300	0.5240	0.4186	0.5240	0.7239
No log	10.4138	302	0.5445	0.4211	0.5445	0.7379
No log	10.4828	304	0.5290	0.3916	0.5290	0.7273
No log	10.5517	306	0.5173	0.4186	0.5173	0.7193
No log	10.6207	308	0.5122	0.5307	0.5122	0.7157
No log	10.6897	310	0.5854	0.4534	0.5854	0.7651
No log	10.7586	312	0.5879	0.4703	0.5879	0.7667
No log	10.8276	314	0.5411	0.5428	0.5411	0.7356
No log	10.8966	316	0.5325	0.4287	0.5325	0.7297
No log	10.9655	318	0.5334	0.4137	0.5334	0.7303
No log	11.0345	320	0.5456	0.4337	0.5456	0.7386
No log	11.1034	322	0.5883	0.4352	0.5883	0.7670
No log	11.1724	324	0.6118	0.4513	0.6118	0.7822
No log	11.2414	326	0.5889	0.3545	0.5889	0.7674
No log	11.3103	328	0.5760	0.3840	0.5760	0.7589
No log	11.3793	330	0.5650	0.3572	0.5650	0.7517
No log	11.4483	332	0.5489	0.3398	0.5489	0.7409
No log	11.5172	334	0.5473	0.3920	0.5473	0.7398
No log	11.5862	336	0.5517	0.3675	0.5517	0.7428
No log	11.6552	338	0.5694	0.3312	0.5694	0.7546
No log	11.7241	340	0.5959	0.3518	0.5959	0.7720
No log	11.7931	342	0.6291	0.4977	0.6291	0.7932
No log	11.8621	344	0.6434	0.5274	0.6434	0.8021
No log	11.9310	346	0.5690	0.5403	0.5690	0.7544
No log	12.0	348	0.4870	0.6087	0.4870	0.6978
No log	12.0690	350	0.4466	0.6553	0.4466	0.6683
No log	12.1379	352	0.4552	0.6515	0.4552	0.6747
No log	12.2069	354	0.5006	0.5348	0.5006	0.7075
No log	12.2759	356	0.5135	0.5090	0.5135	0.7166
No log	12.3448	358	0.4649	0.5538	0.4649	0.6818
No log	12.4138	360	0.4216	0.6492	0.4216	0.6493
No log	12.4828	362	0.4287	0.6541	0.4287	0.6548
No log	12.5517	364	0.4330	0.6078	0.4330	0.6581
No log	12.6207	366	0.4425	0.6313	0.4425	0.6652
No log	12.6897	368	0.4482	0.5993	0.4482	0.6695
No log	12.7586	370	0.4516	0.5782	0.4516	0.6720
No log	12.8276	372	0.4585	0.5580	0.4585	0.6771
No log	12.8966	374	0.4670	0.5888	0.4670	0.6834
No log	12.9655	376	0.4792	0.5846	0.4792	0.6922
No log	13.0345	378	0.4860	0.5125	0.4860	0.6972
No log	13.1034	380	0.4964	0.4657	0.4964	0.7045
No log	13.1724	382	0.5073	0.4701	0.5073	0.7122
No log	13.2414	384	0.5254	0.4705	0.5254	0.7249
No log	13.3103	386	0.5207	0.4705	0.5207	0.7216
No log	13.3793	388	0.4971	0.4705	0.4971	0.7051
No log	13.4483	390	0.4700	0.5533	0.4700	0.6856
No log	13.5172	392	0.4759	0.5422	0.4759	0.6898
No log	13.5862	394	0.5024	0.5706	0.5024	0.7088
No log	13.6552	396	0.5139	0.5513	0.5139	0.7169
No log	13.7241	398	0.4943	0.5569	0.4943	0.7031
No log	13.7931	400	0.4573	0.5826	0.4573	0.6762
No log	13.8621	402	0.4783	0.6101	0.4783	0.6916
No log	13.9310	404	0.5115	0.5498	0.5115	0.7152
No log	14.0	406	0.4914	0.4945	0.4914	0.7010
No log	14.0690	408	0.4788	0.5107	0.4788	0.6919
No log	14.1379	410	0.4808	0.5079	0.4808	0.6934
No log	14.2069	412	0.4867	0.5266	0.4867	0.6976
No log	14.2759	414	0.4956	0.5495	0.4956	0.7040
No log	14.3448	416	0.5426	0.5455	0.5426	0.7366
No log	14.4138	418	0.5779	0.5384	0.5779	0.7602
No log	14.4828	420	0.5930	0.5599	0.5930	0.7701
No log	14.5517	422	0.5747	0.5599	0.5747	0.7581
No log	14.6207	424	0.5249	0.4997	0.5249	0.7245
No log	14.6897	426	0.5213	0.5184	0.5213	0.7220
No log	14.7586	428	0.5086	0.5250	0.5086	0.7131
No log	14.8276	430	0.5065	0.5075	0.5065	0.7117
No log	14.8966	432	0.5077	0.4595	0.5077	0.7126
No log	14.9655	434	0.5096	0.4595	0.5096	0.7138
No log	15.0345	436	0.5122	0.4595	0.5122	0.7157
No log	15.1034	438	0.5165	0.4575	0.5165	0.7187
No log	15.1724	440	0.5146	0.4343	0.5146	0.7174
No log	15.2414	442	0.5184	0.4149	0.5184	0.7200
No log	15.3103	444	0.5369	0.4821	0.5369	0.7328
No log	15.3793	446	0.5292	0.4349	0.5292	0.7275
No log	15.4483	448	0.5300	0.4349	0.5300	0.7280
No log	15.5172	450	0.5462	0.5061	0.5462	0.7390
No log	15.5862	452	0.5794	0.5763	0.5794	0.7612
No log	15.6552	454	0.5649	0.5619	0.5649	0.7516
No log	15.7241	456	0.5205	0.4595	0.5205	0.7215
No log	15.7931	458	0.5073	0.4466	0.5073	0.7123
No log	15.8621	460	0.5057	0.4406	0.5057	0.7111
No log	15.9310	462	0.5017	0.4635	0.5017	0.7083
No log	16.0	464	0.5033	0.4349	0.5033	0.7095
No log	16.0690	466	0.5020	0.4149	0.5020	0.7085
No log	16.1379	468	0.5023	0.4160	0.5023	0.7088
No log	16.2069	470	0.5148	0.4964	0.5148	0.7175
No log	16.2759	472	0.5499	0.5580	0.5499	0.7415
No log	16.3448	474	0.5327	0.5498	0.5327	0.7299
No log	16.4138	476	0.4962	0.5379	0.4962	0.7044
No log	16.4828	478	0.4979	0.4813	0.4979	0.7056
No log	16.5517	480	0.5161	0.4979	0.5161	0.7184
No log	16.6207	482	0.5035	0.4813	0.5035	0.7095
No log	16.6897	484	0.4960	0.4776	0.4960	0.7043
No log	16.7586	486	0.5016	0.5141	0.5016	0.7082
No log	16.8276	488	0.5205	0.4705	0.5205	0.7215
No log	16.8966	490	0.5660	0.4753	0.5660	0.7523
No log	16.9655	492	0.6204	0.5274	0.6204	0.7877
No log	17.0345	494	0.6377	0.5256	0.6377	0.7986
No log	17.1034	496	0.5844	0.5139	0.5844	0.7645
No log	17.1724	498	0.5244	0.5141	0.5244	0.7242
0.2431	17.2414	500	0.5395	0.4308	0.5395	0.7345
0.2431	17.3103	502	0.5540	0.4329	0.5540	0.7443
0.2431	17.3793	504	0.5498	0.4555	0.5498	0.7415
0.2431	17.4483	506	0.5522	0.5389	0.5522	0.7431
0.2431	17.5172	508	0.5771	0.5961	0.5771	0.7597
0.2431	17.5862	510	0.5819	0.5937	0.5819	0.7628
0.2431	17.6552	512	0.5992	0.5512	0.5992	0.7741
0.2431	17.7241	514	0.6012	0.4845	0.6012	0.7753
0.2431	17.7931	516	0.6019	0.4911	0.6019	0.7758
0.2431	17.8621	518	0.5811	0.4875	0.5811	0.7623
0.2431	17.9310	520	0.5723	0.4358	0.5723	0.7565
0.2431	18.0	522	0.5735	0.4423	0.5735	0.7573
0.2431	18.0690	524	0.5782	0.4423	0.5782	0.7604
0.2431	18.1379	526	0.5811	0.4423	0.5811	0.7623
0.2431	18.2069	528	0.5787	0.4423	0.5787	0.7607
0.2431	18.2759	530	0.5686	0.4444	0.5686	0.7541
0.2431	18.3448	532	0.5658	0.4590	0.5658	0.7522
0.2431	18.4138	534	0.5740	0.4345	0.5740	0.7576
0.2431	18.4828	536	0.5871	0.4539	0.5871	0.7662
0.2431	18.5517	538	0.5837	0.4607	0.5837	0.7640
0.2431	18.6207	540	0.5670	0.4068	0.5670	0.7530
0.2431	18.6897	542	0.5604	0.3728	0.5604	0.7486
0.2431	18.7586	544	0.5712	0.3919	0.5712	0.7558
0.2431	18.8276	546	0.5697	0.4774	0.5697	0.7548
0.2431	18.8966	548	0.5571	0.3995	0.5571	0.7464
0.2431	18.9655	550	0.5533	0.3988	0.5533	0.7438
0.2431	19.0345	552	0.5686	0.4227	0.5686	0.7540
0.2431	19.1034	554	0.5784	0.4614	0.5784	0.7605
0.2431	19.1724	556	0.5775	0.4614	0.5775	0.7599
0.2431	19.2414	558	0.5549	0.4149	0.5549	0.7449
0.2431	19.3103	560	0.5420	0.4839	0.5420	0.7362
0.2431	19.3793	562	0.5402	0.4885	0.5402	0.7350
0.2431	19.4483	564	0.5418	0.4885	0.5418	0.7360
0.2431	19.5172	566	0.5420	0.4722	0.5420	0.7362
0.2431	19.5862	568	0.5441	0.4788	0.5441	0.7376
0.2431	19.6552	570	0.5500	0.4314	0.5500	0.7416
0.2431	19.7241	572	0.5581	0.3416	0.5581	0.7471
0.2431	19.7931	574	0.5635	0.3701	0.5635	0.7506
0.2431	19.8621	576	0.5550	0.3416	0.5550	0.7450
0.2431	19.9310	578	0.5475	0.4722	0.5475	0.7399
0.2431	20.0	580	0.5493	0.4595	0.5493	0.7411
0.2431	20.0690	582	0.5527	0.4595	0.5527	0.7435
0.2431	20.1379	584	0.5547	0.4595	0.5547	0.7448
0.2431	20.2069	586	0.5528	0.4595	0.5528	0.7435
0.2431	20.2759	588	0.5542	0.4615	0.5542	0.7445
0.2431	20.3448	590	0.5727	0.4876	0.5727	0.7568
0.2431	20.4138	592	0.5780	0.4655	0.5780	0.7603
0.2431	20.4828	594	0.5660	0.4386	0.5660	0.7523
0.2431	20.5517	596	0.5581	0.4423	0.5581	0.7471
0.2431	20.6207	598	0.5605	0.4681	0.5605	0.7487
0.2431	20.6897	600	0.5702	0.5362	0.5702	0.7551
0.2431	20.7586	602	0.5638	0.5362	0.5638	0.7508
0.2431	20.8276	604	0.5562	0.4904	0.5562	0.7458
0.2431	20.8966	606	0.5578	0.4678	0.5578	0.7468
0.2431	20.9655	608	0.5555	0.4678	0.5555	0.7453
0.2431	21.0345	610	0.5498	0.4160	0.5498	0.7415
0.2431	21.1034	612	0.5493	0.4160	0.5493	0.7411
0.2431	21.1724	614	0.5518	0.4423	0.5518	0.7429
0.2431	21.2414	616	0.5612	0.4444	0.5612	0.7491
0.2431	21.3103	618	0.5677	0.4444	0.5677	0.7534
0.2431	21.3793	620	0.5565	0.4444	0.5565	0.7460
0.2431	21.4483	622	0.5531	0.5472	0.5531	0.7437
0.2431	21.5172	624	0.5536	0.5472	0.5536	0.7440
0.2431	21.5862	626	0.5568	0.5472	0.5568	0.7462
0.2431	21.6552	628	0.5516	0.4701	0.5516	0.7427
0.2431	21.7241	630	0.5527	0.4701	0.5527	0.7434
0.2431	21.7931	632	0.5510	0.4463	0.5510	0.7423
0.2431	21.8621	634	0.5450	0.4463	0.5450	0.7382
0.2431	21.9310	636	0.5363	0.4972	0.5363	0.7323
0.2431	22.0	638	0.5301	0.5075	0.5301	0.7281
0.2431	22.0690	640	0.5249	0.5075	0.5249	0.7245
0.2431	22.1379	642	0.5236	0.5302	0.5236	0.7236
0.2431	22.2069	644	0.5306	0.4813	0.5306	0.7284
0.2431	22.2759	646	0.5427	0.4813	0.5427	0.7367
0.2431	22.3448	648	0.5365	0.4655	0.5365	0.7325
0.2431	22.4138	650	0.5234	0.4444	0.5234	0.7234
0.2431	22.4828	652	0.5327	0.4888	0.5327	0.7298
0.2431	22.5517	654	0.5408	0.4614	0.5408	0.7354
0.2431	22.6207	656	0.5331	0.4086	0.5331	0.7301
0.2431	22.6897	658	0.5271	0.4101	0.5271	0.7260
0.2431	22.7586	660	0.5367	0.4227	0.5367	0.7326
0.2431	22.8276	662	0.5423	0.4737	0.5423	0.7364
0.2431	22.8966	664	0.5293	0.4406	0.5293	0.7275
0.2431	22.9655	666	0.5155	0.4697	0.5155	0.7180
0.2431	23.0345	668	0.5140	0.5268	0.5140	0.7169
0.2431	23.1034	670	0.5323	0.6025	0.5323	0.7296
0.2431	23.1724	672	0.5407	0.5957	0.5407	0.7353
0.2431	23.2414	674	0.5427	0.5758	0.5427	0.7367
0.2431	23.3103	676	0.5230	0.5801	0.5230	0.7232
0.2431	23.3793	678	0.5077	0.6142	0.5077	0.7126
0.2431	23.4483	680	0.5109	0.5640	0.5109	0.7148
0.2431	23.5172	682	0.5270	0.5075	0.5270	0.7260
0.2431	23.5862	684	0.5388	0.4635	0.5388	0.7341
0.2431	23.6552	686	0.5500	0.4349	0.5500	0.7416
0.2431	23.7241	688	0.5374	0.4635	0.5374	0.7331
0.2431	23.7931	690	0.5299	0.5143	0.5299	0.7280
0.2431	23.8621	692	0.5328	0.5631	0.5328	0.7299
0.2431	23.9310	694	0.5545	0.4774	0.5545	0.7447
0.2431	24.0	696	0.5675	0.4502	0.5675	0.7533
0.2431	24.0690	698	0.5593	0.4592	0.5593	0.7479
0.2431	24.1379	700	0.5405	0.4837	0.5405	0.7352
0.2431	24.2069	702	0.5373	0.3883	0.5373	0.7330
0.2431	24.2759	704	0.5669	0.4908	0.5669	0.7529
0.2431	24.3448	706	0.5861	0.5083	0.5861	0.7656
0.2431	24.4138	708	0.5720	0.4507	0.5720	0.7563
0.2431	24.4828	710	0.5435	0.4149	0.5435	0.7372
0.2431	24.5517	712	0.5448	0.4722	0.5448	0.7381
0.2431	24.6207	714	0.5631	0.5166	0.5631	0.7504
0.2431	24.6897	716	0.5698	0.5166	0.5698	0.7548
0.2431	24.7586	718	0.5509	0.5104	0.5509	0.7422
0.2431	24.8276	720	0.5276	0.5533	0.5276	0.7264
0.2431	24.8966	722	0.5114	0.5868	0.5114	0.7151
0.2431	24.9655	724	0.5022	0.5784	0.5022	0.7086
0.2431	25.0345	726	0.4933	0.5768	0.4933	0.7024
0.2431	25.1034	728	0.4881	0.5687	0.4881	0.6986
0.2431	25.1724	730	0.4849	0.5677	0.4849	0.6964
0.2431	25.2414	732	0.4854	0.5677	0.4854	0.6967
0.2431	25.3103	734	0.4928	0.5979	0.4928	0.7020
0.2431	25.3793	736	0.5091	0.5234	0.5091	0.7135
0.2431	25.4483	738	0.5401	0.4752	0.5401	0.7349
0.2431	25.5172	740	0.5477	0.4614	0.5477	0.7401
0.2431	25.5862	742	0.5375	0.4427	0.5375	0.7331
0.2431	25.6552	744	0.5212	0.4386	0.5212	0.7219
0.2431	25.7241	746	0.5169	0.4615	0.5169	0.7189
0.2431	25.7931	748	0.5224	0.5232	0.5224	0.7228
0.2431	25.8621	750	0.5403	0.5289	0.5403	0.7351
0.2431	25.9310	752	0.5511	0.5345	0.5511	0.7424
0.2431	26.0	754	0.5431	0.5533	0.5431	0.7370
0.2431	26.0690	756	0.5446	0.5533	0.5446	0.7380
0.2431	26.1379	758	0.5402	0.5089	0.5402	0.7350
0.2431	26.2069	760	0.5401	0.4536	0.5401	0.7349
0.2431	26.2759	762	0.5496	0.4858	0.5496	0.7414
0.2431	26.3448	764	0.5592	0.4575	0.5592	0.7478
0.2431	26.4138	766	0.5625	0.4575	0.5625	0.7500
0.2431	26.4828	768	0.5563	0.4635	0.5563	0.7459
0.2431	26.5517	770	0.5552	0.4635	0.5552	0.7451
0.2431	26.6207	772	0.5540	0.4635	0.5540	0.7443
0.2431	26.6897	774	0.5550	0.4423	0.5550	0.7450
0.2431	26.7586	776	0.5613	0.4701	0.5613	0.7492
0.2431	26.8276	778	0.5712	0.4206	0.5712	0.7558
0.2431	26.8966	780	0.5868	0.5036	0.5868	0.7661
0.2431	26.9655	782	0.6070	0.4502	0.6070	0.7791
0.2431	27.0345	784	0.6166	0.4392	0.6166	0.7852
0.2431	27.1034	786	0.6158	0.5120	0.6158	0.7847
0.2431	27.1724	788	0.5883	0.4663	0.5883	0.7670
0.2431	27.2414	790	0.5636	0.5597	0.5636	0.7507
0.2431	27.3103	792	0.5462	0.5036	0.5462	0.7390
0.2431	27.3793	794	0.5445	0.4847	0.5445	0.7379
0.2431	27.4483	796	0.5481	0.4801	0.5481	0.7404
0.2431	27.5172	798	0.5559	0.4127	0.5559	0.7456
0.2431	27.5862	800	0.5591	0.4127	0.5591	0.7477
0.2431	27.6552	802	0.5510	0.4182	0.5510	0.7423
0.2431	27.7241	804	0.5484	0.4701	0.5484	0.7405
0.2431	27.7931	806	0.5628	0.4459	0.5628	0.7502
0.2431	27.8621	808	0.5792	0.4459	0.5792	0.7611
0.2431	27.9310	810	0.5903	0.4502	0.5903	0.7683
0.2431	28.0	812	0.5837	0.3894	0.5837	0.7640
0.2431	28.0690	814	0.5637	0.4547	0.5637	0.7508
0.2431	28.1379	816	0.5490	0.4291	0.5490	0.7409
0.2431	28.2069	818	0.5436	0.4504	0.5436	0.7373
0.2431	28.2759	820	0.5424	0.4459	0.5424	0.7365
0.2431	28.3448	822	0.5547	0.5036	0.5547	0.7448
0.2431	28.4138	824	0.5660	0.5036	0.5660	0.7523
0.2431	28.4828	826	0.5484	0.5036	0.5484	0.7405
0.2431	28.5517	828	0.5327	0.4206	0.5327	0.7298
0.2431	28.6207	830	0.5340	0.4678	0.5340	0.7308
0.2431	28.6897	832	0.5352	0.4615	0.5352	0.7316
0.2431	28.7586	834	0.5372	0.4463	0.5372	0.7329
0.2431	28.8276	836	0.5488	0.4459	0.5488	0.7408
0.2431	28.8966	838	0.5834	0.5036	0.5834	0.7638
0.2431	28.9655	840	0.6314	0.5435	0.6314	0.7946
0.2431	29.0345	842	0.6797	0.4627	0.6797	0.8244
0.2431	29.1034	844	0.6908	0.5138	0.6908	0.8311
0.2431	29.1724	846	0.6389	0.5385	0.6389	0.7993
0.2431	29.2414	848	0.5972	0.4618	0.5972	0.7728
0.2431	29.3103	850	0.5645	0.4459	0.5645	0.7513
0.2431	29.3793	852	0.5456	0.4459	0.5456	0.7387
0.2431	29.4483	854	0.5394	0.4747	0.5394	0.7344
0.2431	29.5172	856	0.5425	0.4847	0.5425	0.7365
0.2431	29.5862	858	0.5409	0.5252	0.5409	0.7354
0.2431	29.6552	860	0.5462	0.5323	0.5462	0.7391
0.2431	29.7241	862	0.5434	0.5323	0.5434	0.7372
0.2431	29.7931	864	0.5361	0.5488	0.5361	0.7322
0.2431	29.8621	866	0.5322	0.4934	0.5322	0.7295
0.2431	29.9310	868	0.5273	0.4847	0.5273	0.7262
0.2431	30.0	870	0.5242	0.5076	0.5242	0.7240
0.2431	30.0690	872	0.5190	0.4768	0.5190	0.7204
0.2431	30.1379	874	0.5189	0.4276	0.5189	0.7203
0.2431	30.2069	876	0.5199	0.4591	0.5199	0.7211
0.2431	30.2759	878	0.5230	0.4591	0.5230	0.7232
0.2431	30.3448	880	0.5278	0.4816	0.5278	0.7265
0.2431	30.4138	882	0.5309	0.4816	0.5309	0.7286
0.2431	30.4828	884	0.5324	0.4726	0.5324	0.7297
0.2431	30.5517	886	0.5346	0.4726	0.5346	0.7312
0.2431	30.6207	888	0.5322	0.4726	0.5322	0.7295
0.2431	30.6897	890	0.5291	0.4816	0.5291	0.7274
0.2431	30.7586	892	0.5221	0.4816	0.5221	0.7225
0.2431	30.8276	894	0.5174	0.4816	0.5174	0.7193
0.2431	30.8966	896	0.5117	0.4726	0.5117	0.7153
0.2431	30.9655	898	0.5055	0.4984	0.5055	0.7110
0.2431	31.0345	900	0.5032	0.5476	0.5032	0.7094
0.2431	31.1034	902	0.5044	0.5782	0.5044	0.7102
0.2431	31.1724	904	0.5113	0.5234	0.5113	0.7151
0.2431	31.2414	906	0.5157	0.4963	0.5157	0.7181
0.2431	31.3103	908	0.5143	0.5026	0.5143	0.7171
0.2431	31.3793	910	0.5055	0.5782	0.5055	0.7110
0.2431	31.4483	912	0.5043	0.5159	0.5043	0.7102
0.2431	31.5172	914	0.5141	0.4984	0.5141	0.7170
0.2431	31.5862	916	0.5214	0.4726	0.5214	0.7221
0.2431	31.6552	918	0.5167	0.4984	0.5167	0.7188
0.2431	31.7241	920	0.5158	0.4984	0.5158	0.7182
0.2431	31.7931	922	0.5158	0.4984	0.5158	0.7182
0.2431	31.8621	924	0.5143	0.5076	0.5143	0.7171
0.2431	31.9310	926	0.5160	0.5076	0.5160	0.7183
0.2431	32.0	928	0.5158	0.4972	0.5158	0.7182
0.2431	32.0690	930	0.5187	0.5248	0.5187	0.7202
0.2431	32.1379	932	0.5178	0.5110	0.5178	0.7196
0.2431	32.2069	934	0.5123	0.5390	0.5123	0.7157
0.2431	32.2759	936	0.5035	0.5268	0.5035	0.7096
0.2431	32.3448	938	0.5043	0.5095	0.5043	0.7102
0.2431	32.4138	940	0.5083	0.4837	0.5083	0.7129
0.2431	32.4828	942	0.5123	0.4837	0.5123	0.7158
0.2431	32.5517	944	0.5148	0.4591	0.5148	0.7175
0.2431	32.6207	946	0.5196	0.4681	0.5196	0.7209
0.2431	32.6897	948	0.5194	0.4591	0.5194	0.7207
0.2431	32.7586	950	0.5176	0.5076	0.5176	0.7195
0.2431	32.8276	952	0.5170	0.5076	0.5170	0.7190
0.2431	32.8966	954	0.5171	0.5076	0.5171	0.7191
0.2431	32.9655	956	0.5240	0.5631	0.5240	0.7239
0.2431	33.0345	958	0.5247	0.5533	0.5247	0.7244
0.2431	33.1034	960	0.5182	0.5076	0.5182	0.7199
0.2431	33.1724	962	0.5166	0.5076	0.5166	0.7188
0.2431	33.2414	964	0.5204	0.4361	0.5204	0.7214
0.2431	33.3103	966	0.5263	0.4505	0.5263	0.7255
0.2431	33.3793	968	0.5348	0.3958	0.5348	0.7313
0.2431	33.4483	970	0.5390	0.4307	0.5390	0.7342
0.2431	33.5172	972	0.5313	0.4205	0.5313	0.7289
0.2431	33.5862	974	0.5216	0.4569	0.5216	0.7222
0.2431	33.6552	976	0.5220	0.4591	0.5220	0.7225
0.2431	33.7241	978	0.5322	0.4816	0.5322	0.7295
0.2431	33.7931	980	0.5468	0.4547	0.5468	0.7395
0.2431	33.8621	982	0.5516	0.3976	0.5516	0.7427
0.2431	33.9310	984	0.5492	0.3976	0.5492	0.7411
0.2431	34.0	986	0.5395	0.3976	0.5395	0.7345
0.2431	34.0690	988	0.5265	0.4569	0.5265	0.7256
0.2431	34.1379	990	0.5161	0.4591	0.5161	0.7184
0.2431	34.2069	992	0.5105	0.4681	0.5105	0.7145
0.2431	34.2759	994	0.5116	0.4681	0.5116	0.7152
0.2431	34.3448	996	0.5135	0.5044	0.5135	0.7166
0.2431	34.4138	998	0.5180	0.4829	0.5180	0.7197
0.0555	34.4828	1000	0.5315	0.4782	0.5315	0.7290
0.0555	34.5517	1002	0.5333	0.5028	0.5333	0.7303
0.0555	34.6207	1004	0.5221	0.4762	0.5221	0.7225
0.0555	34.6897	1006	0.5158	0.4857	0.5158	0.7182
0.0555	34.7586	1008	0.5179	0.4837	0.5179	0.7197
0.0555	34.8276	1010	0.5362	0.4547	0.5362	0.7323
0.0555	34.8966	1012	0.5699	0.4502	0.5699	0.7549
0.0555	34.9655	1014	0.5948	0.4219	0.5948	0.7712
0.0555	35.0345	1016	0.6356	0.4642	0.6356	0.7972
0.0555	35.1034	1018	0.6299	0.4134	0.6299	0.7937

Framework versions

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