ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_task5_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: 0.5480
• Qwk: 0.6167
• Mse: 0.5480
• Rmse: 0.7402

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	0.1538	2	3.8113	-0.0347	3.8113	1.9523
No log	0.3077	4	2.1127	0.0440	2.1127	1.4535
No log	0.4615	6	1.3395	0.0232	1.3395	1.1574
No log	0.6154	8	1.0519	0.2692	1.0519	1.0256
No log	0.7692	10	1.0227	0.3117	1.0227	1.0113
No log	0.9231	12	1.0832	0.2004	1.0832	1.0408
No log	1.0769	14	1.3264	0.0	1.3264	1.1517
No log	1.2308	16	1.3362	0.0	1.3362	1.1560
No log	1.3846	18	1.2685	0.0380	1.2685	1.1263
No log	1.5385	20	1.0438	0.2758	1.0438	1.0217
No log	1.6923	22	0.9944	0.2991	0.9944	0.9972
No log	1.8462	24	1.0625	0.3082	1.0625	1.0308
No log	2.0	26	1.4829	0.0380	1.4829	1.2177
No log	2.1538	28	1.7745	0.0307	1.7745	1.3321
No log	2.3077	30	1.5788	0.0057	1.5788	1.2565
No log	2.4615	32	1.1120	0.1324	1.1120	1.0545
No log	2.6154	34	0.7925	0.4285	0.7925	0.8902
No log	2.7692	36	0.7190	0.5394	0.7190	0.8479
No log	2.9231	38	0.7154	0.5455	0.7154	0.8458
No log	3.0769	40	0.7086	0.5257	0.7086	0.8418
No log	3.2308	42	0.6254	0.5302	0.6254	0.7908
No log	3.3846	44	0.6547	0.5084	0.6547	0.8091
No log	3.5385	46	0.6634	0.4838	0.6634	0.8145
No log	3.6923	48	0.6474	0.5847	0.6474	0.8046
No log	3.8462	50	0.6521	0.5644	0.6521	0.8075
No log	4.0	52	0.6578	0.6133	0.6578	0.8111
No log	4.1538	54	0.6771	0.6045	0.6771	0.8228
No log	4.3077	56	0.6838	0.5274	0.6838	0.8269
No log	4.4615	58	0.7704	0.5674	0.7704	0.8778
No log	4.6154	60	0.7338	0.5192	0.7338	0.8566
No log	4.7692	62	0.6671	0.6280	0.6671	0.8168
No log	4.9231	64	0.6709	0.6353	0.6709	0.8191
No log	5.0769	66	0.6299	0.6073	0.6299	0.7937
No log	5.2308	68	0.6483	0.6424	0.6483	0.8052
No log	5.3846	70	1.0107	0.5101	1.0107	1.0053
No log	5.5385	72	1.0135	0.5178	1.0135	1.0067
No log	5.6923	74	0.7726	0.6083	0.7726	0.8789
No log	5.8462	76	0.6243	0.6470	0.6243	0.7901
No log	6.0	78	0.6448	0.5392	0.6448	0.8030
No log	6.1538	80	0.6402	0.6419	0.6402	0.8001
No log	6.3077	82	0.6285	0.6111	0.6285	0.7928
No log	6.4615	84	0.7720	0.6397	0.7720	0.8786
No log	6.6154	86	0.9906	0.5665	0.9906	0.9953
No log	6.7692	88	0.9480	0.5665	0.9480	0.9736
No log	6.9231	90	0.7748	0.6091	0.7748	0.8802
No log	7.0769	92	0.6553	0.5991	0.6553	0.8095
No log	7.2308	94	0.6787	0.6434	0.6787	0.8238
No log	7.3846	96	0.6882	0.6459	0.6882	0.8296
No log	7.5385	98	0.6246	0.6263	0.6246	0.7903
No log	7.6923	100	0.6583	0.6551	0.6583	0.8114
No log	7.8462	102	0.7492	0.6722	0.7492	0.8656
No log	8.0	104	0.7286	0.6173	0.7286	0.8536
No log	8.1538	106	0.6224	0.5650	0.6224	0.7889
No log	8.3077	108	0.5970	0.5773	0.5970	0.7727
No log	8.4615	110	0.6201	0.6272	0.6201	0.7875
No log	8.6154	112	0.6240	0.6196	0.6240	0.7900
No log	8.7692	114	0.6302	0.6196	0.6302	0.7939
No log	8.9231	116	0.6291	0.6094	0.6291	0.7932
No log	9.0769	118	0.6238	0.6263	0.6238	0.7898
No log	9.2308	120	0.6699	0.6756	0.6699	0.8184
No log	9.3846	122	0.6912	0.6492	0.6912	0.8314
No log	9.5385	124	0.7358	0.6595	0.7358	0.8578
No log	9.6923	126	0.7288	0.6468	0.7288	0.8537
No log	9.8462	128	0.6624	0.6289	0.6624	0.8139
No log	10.0	130	0.6764	0.6260	0.6764	0.8224
No log	10.1538	132	0.6869	0.6094	0.6869	0.8288
No log	10.3077	134	0.7065	0.6433	0.7065	0.8405
No log	10.4615	136	0.7007	0.6718	0.7007	0.8371
No log	10.6154	138	0.6476	0.5935	0.6476	0.8048
No log	10.7692	140	0.6708	0.5905	0.6708	0.8190
No log	10.9231	142	0.6546	0.6406	0.6546	0.8091
No log	11.0769	144	0.6509	0.6445	0.6509	0.8068
No log	11.2308	146	0.6791	0.6826	0.6791	0.8240
No log	11.3846	148	0.6676	0.6753	0.6676	0.8170
No log	11.5385	150	0.6524	0.6846	0.6524	0.8077
No log	11.6923	152	0.6442	0.5925	0.6442	0.8026
No log	11.8462	154	0.6306	0.6233	0.6306	0.7941
No log	12.0	156	0.6249	0.5909	0.6249	0.7905
No log	12.1538	158	0.6217	0.5725	0.6217	0.7885
No log	12.3077	160	0.6182	0.5975	0.6182	0.7863
No log	12.4615	162	0.6314	0.5830	0.6314	0.7946
No log	12.6154	164	0.6444	0.5933	0.6444	0.8028
No log	12.7692	166	0.6088	0.5975	0.6088	0.7803
No log	12.9231	168	0.6436	0.6773	0.6436	0.8023
No log	13.0769	170	0.7827	0.6304	0.7827	0.8847
No log	13.2308	172	0.8034	0.6573	0.8034	0.8963
No log	13.3846	174	0.7083	0.6773	0.7083	0.8416
No log	13.5385	176	0.6317	0.6177	0.6317	0.7948
No log	13.6923	178	0.6493	0.6189	0.6493	0.8058
No log	13.8462	180	0.6236	0.6071	0.6236	0.7897
No log	14.0	182	0.5932	0.5862	0.5932	0.7702
No log	14.1538	184	0.6102	0.4781	0.6102	0.7811
No log	14.3077	186	0.5880	0.5388	0.5880	0.7668
No log	14.4615	188	0.5851	0.6011	0.5851	0.7649
No log	14.6154	190	0.6358	0.6911	0.6358	0.7974
No log	14.7692	192	0.6826	0.7068	0.6826	0.8262
No log	14.9231	194	0.6989	0.6659	0.6989	0.8360
No log	15.0769	196	0.7437	0.7085	0.7437	0.8624
No log	15.2308	198	0.7962	0.5943	0.7962	0.8923
No log	15.3846	200	0.8070	0.5654	0.8070	0.8983
No log	15.5385	202	0.7734	0.5783	0.7734	0.8795
No log	15.6923	204	0.6961	0.6934	0.6961	0.8343
No log	15.8462	206	0.6608	0.6986	0.6608	0.8129
No log	16.0	208	0.6114	0.6672	0.6114	0.7819
No log	16.1538	210	0.5659	0.6598	0.5659	0.7522
No log	16.3077	212	0.5713	0.6435	0.5713	0.7559
No log	16.4615	214	0.5778	0.6578	0.5778	0.7601
No log	16.6154	216	0.6335	0.6828	0.6335	0.7959
No log	16.7692	218	0.7108	0.6487	0.7108	0.8431
No log	16.9231	220	0.7292	0.5631	0.7292	0.8540
No log	17.0769	222	0.6976	0.5832	0.6976	0.8352
No log	17.2308	224	0.6622	0.6561	0.6622	0.8137
No log	17.3846	226	0.6925	0.6433	0.6925	0.8322
No log	17.5385	228	0.7024	0.6500	0.7024	0.8381
No log	17.6923	230	0.6574	0.6694	0.6574	0.8108
No log	17.8462	232	0.6551	0.6736	0.6551	0.8094
No log	18.0	234	0.6645	0.5993	0.6645	0.8152
No log	18.1538	236	0.6492	0.5785	0.6492	0.8057
No log	18.3077	238	0.6971	0.5230	0.6971	0.8349
No log	18.4615	240	0.7792	0.5571	0.7792	0.8827
No log	18.6154	242	0.7582	0.5770	0.7582	0.8707
No log	18.7692	244	0.6491	0.6281	0.6491	0.8057
No log	18.9231	246	0.5784	0.6651	0.5784	0.7605
No log	19.0769	248	0.5685	0.6644	0.5685	0.7540
No log	19.2308	250	0.5613	0.6782	0.5613	0.7492
No log	19.3846	252	0.5606	0.6812	0.5606	0.7487
No log	19.5385	254	0.5572	0.6382	0.5572	0.7464
No log	19.6923	256	0.5552	0.5929	0.5552	0.7451
No log	19.8462	258	0.5452	0.6119	0.5452	0.7384
No log	20.0	260	0.5304	0.6022	0.5304	0.7283
No log	20.1538	262	0.5226	0.6614	0.5226	0.7229
No log	20.3077	264	0.5172	0.6552	0.5172	0.7192
No log	20.4615	266	0.5114	0.7034	0.5114	0.7151
No log	20.6154	268	0.5300	0.7091	0.5300	0.7280
No log	20.7692	270	0.5345	0.7480	0.5345	0.7311
No log	20.9231	272	0.5309	0.6959	0.5309	0.7287
No log	21.0769	274	0.5321	0.6959	0.5321	0.7294
No log	21.2308	276	0.5336	0.6959	0.5336	0.7305
No log	21.3846	278	0.5405	0.7386	0.5405	0.7352
No log	21.5385	280	0.5332	0.7140	0.5332	0.7302
No log	21.6923	282	0.5367	0.7041	0.5367	0.7326
No log	21.8462	284	0.5309	0.7278	0.5309	0.7286
No log	22.0	286	0.5563	0.7070	0.5563	0.7459
No log	22.1538	288	0.5750	0.6586	0.5750	0.7583
No log	22.3077	290	0.5816	0.7028	0.5816	0.7626
No log	22.4615	292	0.5693	0.7259	0.5693	0.7545
No log	22.6154	294	0.5609	0.7259	0.5609	0.7489
No log	22.7692	296	0.5696	0.6942	0.5696	0.7547
No log	22.9231	298	0.5886	0.6767	0.5886	0.7672
No log	23.0769	300	0.5780	0.6736	0.5780	0.7602
No log	23.2308	302	0.5660	0.6916	0.5660	0.7523
No log	23.3846	304	0.5623	0.6534	0.5623	0.7499
No log	23.5385	306	0.5666	0.6460	0.5666	0.7527
No log	23.6923	308	0.5710	0.6431	0.5710	0.7556
No log	23.8462	310	0.5964	0.6904	0.5964	0.7723
No log	24.0	312	0.6049	0.6904	0.6049	0.7777
No log	24.1538	314	0.5969	0.6561	0.5969	0.7726
No log	24.3077	316	0.6073	0.6087	0.6073	0.7793
No log	24.4615	318	0.6181	0.6386	0.6181	0.7862
No log	24.6154	320	0.6063	0.6626	0.6063	0.7787
No log	24.7692	322	0.5964	0.6647	0.5964	0.7723
No log	24.9231	324	0.5831	0.6205	0.5831	0.7636
No log	25.0769	326	0.5807	0.6298	0.5807	0.7620
No log	25.2308	328	0.5808	0.6431	0.5808	0.7621
No log	25.3846	330	0.5860	0.6284	0.5860	0.7655
No log	25.5385	332	0.5931	0.5887	0.5931	0.7702
No log	25.6923	334	0.6095	0.5774	0.6095	0.7807
No log	25.8462	336	0.6134	0.5719	0.6134	0.7832
No log	26.0	338	0.5990	0.5710	0.5990	0.7739
No log	26.1538	340	0.5665	0.5540	0.5665	0.7526
No log	26.3077	342	0.5519	0.6217	0.5519	0.7429
No log	26.4615	344	0.5536	0.6526	0.5536	0.7441
No log	26.6154	346	0.5615	0.6705	0.5615	0.7494
No log	26.7692	348	0.5711	0.6733	0.5711	0.7557
No log	26.9231	350	0.5859	0.6826	0.5859	0.7655
No log	27.0769	352	0.5794	0.6452	0.5794	0.7612
No log	27.2308	354	0.5749	0.6272	0.5749	0.7582
No log	27.3846	356	0.5625	0.6178	0.5625	0.7500
No log	27.5385	358	0.5496	0.6861	0.5496	0.7413
No log	27.6923	360	0.5773	0.6963	0.5773	0.7598
No log	27.8462	362	0.5818	0.7026	0.5818	0.7627
No log	28.0	364	0.5507	0.6963	0.5507	0.7421
No log	28.1538	366	0.5437	0.6601	0.5437	0.7374
No log	28.3077	368	0.5710	0.7111	0.5710	0.7556
No log	28.4615	370	0.5721	0.6899	0.5721	0.7564
No log	28.6154	372	0.6092	0.6386	0.6092	0.7805
No log	28.7692	374	0.6264	0.6377	0.6264	0.7915
No log	28.9231	376	0.5834	0.6630	0.5834	0.7638
No log	29.0769	378	0.5516	0.7119	0.5516	0.7427
No log	29.2308	380	0.5067	0.6886	0.5067	0.7118
No log	29.3846	382	0.4918	0.6868	0.4918	0.7013
No log	29.5385	384	0.4978	0.6935	0.4978	0.7055
No log	29.6923	386	0.5170	0.6536	0.5170	0.7190
No log	29.8462	388	0.5548	0.6612	0.5548	0.7448
No log	30.0	390	0.5569	0.6612	0.5569	0.7462
No log	30.1538	392	0.5296	0.6421	0.5296	0.7278
No log	30.3077	394	0.5159	0.6324	0.5159	0.7183
No log	30.4615	396	0.5167	0.6406	0.5167	0.7188
No log	30.6154	398	0.5299	0.6357	0.5299	0.7280
No log	30.7692	400	0.5365	0.6357	0.5365	0.7325
No log	30.9231	402	0.5376	0.6343	0.5376	0.7332
No log	31.0769	404	0.5435	0.6503	0.5435	0.7373
No log	31.2308	406	0.5278	0.6310	0.5278	0.7265
No log	31.3846	408	0.5260	0.6310	0.5260	0.7253
No log	31.5385	410	0.5451	0.6528	0.5451	0.7383
No log	31.6923	412	0.5454	0.6380	0.5454	0.7385
No log	31.8462	414	0.5240	0.6439	0.5240	0.7239
No log	32.0	416	0.5369	0.6186	0.5369	0.7328
No log	32.1538	418	0.5484	0.6358	0.5484	0.7406
No log	32.3077	420	0.5319	0.6148	0.5319	0.7293
No log	32.4615	422	0.5288	0.6365	0.5288	0.7272
No log	32.6154	424	0.5326	0.6129	0.5326	0.7298
No log	32.7692	426	0.5294	0.6058	0.5294	0.7276
No log	32.9231	428	0.5362	0.6491	0.5362	0.7323
No log	33.0769	430	0.5419	0.6772	0.5419	0.7361
No log	33.2308	432	0.5378	0.6491	0.5378	0.7333
No log	33.3846	434	0.5355	0.6578	0.5355	0.7318
No log	33.5385	436	0.5385	0.6280	0.5385	0.7339
No log	33.6923	438	0.5316	0.6650	0.5316	0.7291
No log	33.8462	440	0.5326	0.6491	0.5326	0.7298
No log	34.0	442	0.5310	0.6341	0.5310	0.7287
No log	34.1538	444	0.5328	0.6341	0.5328	0.7299
No log	34.3077	446	0.5381	0.6235	0.5381	0.7336
No log	34.4615	448	0.5510	0.6269	0.5510	0.7423
No log	34.6154	450	0.5700	0.6617	0.5700	0.7550
No log	34.7692	452	0.5997	0.6573	0.5997	0.7744
No log	34.9231	454	0.5962	0.6275	0.5962	0.7722
No log	35.0769	456	0.5660	0.6446	0.5660	0.7523
No log	35.2308	458	0.5498	0.6374	0.5498	0.7415
No log	35.3846	460	0.5489	0.6374	0.5489	0.7409
No log	35.5385	462	0.5560	0.6374	0.5560	0.7457
No log	35.6923	464	0.5542	0.6374	0.5542	0.7445
No log	35.8462	466	0.5526	0.6374	0.5526	0.7434
No log	36.0	468	0.5581	0.6374	0.5581	0.7471
No log	36.1538	470	0.5615	0.6186	0.5615	0.7493
No log	36.3077	472	0.5638	0.6207	0.5638	0.7509
No log	36.4615	474	0.5640	0.6207	0.5640	0.7510
No log	36.6154	476	0.5633	0.6207	0.5633	0.7505
No log	36.7692	478	0.5658	0.6094	0.5658	0.7522
No log	36.9231	480	0.5639	0.6207	0.5639	0.7509
No log	37.0769	482	0.5669	0.5853	0.5669	0.7529
No log	37.2308	484	0.5711	0.5853	0.5711	0.7557
No log	37.3846	486	0.5692	0.6207	0.5692	0.7545
No log	37.5385	488	0.5678	0.6018	0.5678	0.7535
No log	37.6923	490	0.5685	0.6018	0.5685	0.7540
No log	37.8462	492	0.5692	0.6001	0.5692	0.7544
No log	38.0	494	0.5660	0.5887	0.5660	0.7524
No log	38.1538	496	0.5702	0.5939	0.5702	0.7551
No log	38.3077	498	0.5716	0.5840	0.5716	0.7560
0.2455	38.4615	500	0.5665	0.5949	0.5665	0.7526
0.2455	38.6154	502	0.5613	0.5964	0.5613	0.7492
0.2455	38.7692	504	0.5567	0.5949	0.5567	0.7461
0.2455	38.9231	506	0.5568	0.6058	0.5568	0.7462
0.2455	39.0769	508	0.5826	0.6638	0.5826	0.7633
0.2455	39.2308	510	0.5976	0.6938	0.5976	0.7730
0.2455	39.3846	512	0.5891	0.6938	0.5891	0.7675
0.2455	39.5385	514	0.5643	0.5945	0.5643	0.7512
0.2455	39.6923	516	0.5595	0.6066	0.5595	0.7480
0.2455	39.8462	518	0.5636	0.6066	0.5636	0.7507
0.2455	40.0	520	0.5691	0.6066	0.5691	0.7544
0.2455	40.1538	522	0.5700	0.6066	0.5700	0.7550
0.2455	40.3077	524	0.5608	0.5964	0.5608	0.7489
0.2455	40.4615	526	0.5554	0.5964	0.5554	0.7453
0.2455	40.6154	528	0.5649	0.6493	0.5649	0.7516
0.2455	40.7692	530	0.5660	0.6468	0.5660	0.7523
0.2455	40.9231	532	0.5681	0.6138	0.5681	0.7537
0.2455	41.0769	534	0.5761	0.6536	0.5761	0.7590
0.2455	41.2308	536	0.5706	0.6022	0.5706	0.7554
0.2455	41.3846	538	0.5585	0.5853	0.5585	0.7473
0.2455	41.5385	540	0.5513	0.6207	0.5513	0.7425
0.2455	41.6923	542	0.5649	0.6316	0.5649	0.7516
0.2455	41.8462	544	0.5653	0.6499	0.5653	0.7519
0.2455	42.0	546	0.5520	0.6359	0.5520	0.7430
0.2455	42.1538	548	0.5446	0.6186	0.5446	0.7380
0.2455	42.3077	550	0.5518	0.5964	0.5518	0.7428
0.2455	42.4615	552	0.5649	0.6412	0.5649	0.7516
0.2455	42.6154	554	0.5549	0.6301	0.5549	0.7449
0.2455	42.7692	556	0.5438	0.6319	0.5438	0.7374
0.2455	42.9231	558	0.5358	0.6725	0.5358	0.7320
0.2455	43.0769	560	0.5422	0.6431	0.5422	0.7364
0.2455	43.2308	562	0.5456	0.6431	0.5456	0.7386
0.2455	43.3846	564	0.5445	0.6553	0.5445	0.7379
0.2455	43.5385	566	0.5470	0.6266	0.5470	0.7396
0.2455	43.6923	568	0.5499	0.6032	0.5499	0.7416
0.2455	43.8462	570	0.5588	0.6554	0.5588	0.7476
0.2455	44.0	572	0.5609	0.6648	0.5609	0.7489
0.2455	44.1538	574	0.5543	0.6293	0.5543	0.7445
0.2455	44.3077	576	0.5474	0.6350	0.5474	0.7398
0.2455	44.4615	578	0.5498	0.6051	0.5498	0.7415
0.2455	44.6154	580	0.5573	0.6032	0.5573	0.7465
0.2455	44.7692	582	0.5517	0.6032	0.5517	0.7428
0.2455	44.9231	584	0.5444	0.6066	0.5444	0.7378
0.2455	45.0769	586	0.5455	0.6380	0.5455	0.7386
0.2455	45.2308	588	0.5441	0.6584	0.5441	0.7376
0.2455	45.3846	590	0.5355	0.6380	0.5355	0.7318
0.2455	45.5385	592	0.5283	0.6177	0.5283	0.7268
0.2455	45.6923	594	0.5247	0.6491	0.5247	0.7244
0.2455	45.8462	596	0.5191	0.6491	0.5191	0.7205
0.2455	46.0	598	0.5171	0.6177	0.5171	0.7191
0.2455	46.1538	600	0.5192	0.6365	0.5192	0.7205
0.2455	46.3077	602	0.5177	0.5945	0.5177	0.7195
0.2455	46.4615	604	0.5194	0.6570	0.5194	0.7207
0.2455	46.6154	606	0.5238	0.6740	0.5238	0.7238
0.2455	46.7692	608	0.5251	0.6740	0.5251	0.7246
0.2455	46.9231	610	0.5171	0.6570	0.5171	0.7191
0.2455	47.0769	612	0.5178	0.6176	0.5178	0.7196
0.2455	47.2308	614	0.5279	0.5975	0.5279	0.7266
0.2455	47.3846	616	0.5629	0.6617	0.5629	0.7503
0.2455	47.5385	618	0.5899	0.6609	0.5899	0.7681
0.2455	47.6923	620	0.5891	0.6857	0.5891	0.7675
0.2455	47.8462	622	0.5760	0.6482	0.5760	0.7590
0.2455	48.0	624	0.5703	0.6167	0.5703	0.7552
0.2455	48.1538	626	0.5638	0.6107	0.5638	0.7508
0.2455	48.3077	628	0.5581	0.5868	0.5581	0.7471
0.2455	48.4615	630	0.5498	0.5868	0.5498	0.7415
0.2455	48.6154	632	0.5350	0.5985	0.5350	0.7315
0.2455	48.7692	634	0.5324	0.6157	0.5324	0.7297
0.2455	48.9231	636	0.5540	0.6519	0.5540	0.7443
0.2455	49.0769	638	0.6135	0.6601	0.6135	0.7833
0.2455	49.2308	640	0.6552	0.6700	0.6552	0.8094
0.2455	49.3846	642	0.6570	0.6799	0.6570	0.8106
0.2455	49.5385	644	0.6330	0.6605	0.6330	0.7956
0.2455	49.6923	646	0.6176	0.6291	0.6176	0.7859
0.2455	49.8462	648	0.6127	0.6102	0.6127	0.7827
0.2455	50.0	650	0.5991	0.6102	0.5991	0.7740
0.2455	50.1538	652	0.5920	0.6482	0.5920	0.7694
0.2455	50.3077	654	0.5850	0.6482	0.5850	0.7648
0.2455	50.4615	656	0.5898	0.6511	0.5898	0.7680
0.2455	50.6154	658	0.6075	0.6648	0.6075	0.7794
0.2455	50.7692	660	0.6058	0.6554	0.6058	0.7783
0.2455	50.9231	662	0.5827	0.6330	0.5827	0.7634
0.2455	51.0769	664	0.5641	0.6659	0.5641	0.7511
0.2455	51.2308	666	0.5676	0.6408	0.5676	0.7534
0.2455	51.3846	668	0.5796	0.6509	0.5796	0.7613
0.2455	51.5385	670	0.5839	0.6334	0.5839	0.7641
0.2455	51.6923	672	0.5826	0.5614	0.5826	0.7633
0.2455	51.8462	674	0.5894	0.6167	0.5894	0.7677
0.2455	52.0	676	0.6077	0.6438	0.6077	0.7796
0.2455	52.1538	678	0.6133	0.6438	0.6133	0.7831
0.2455	52.3077	680	0.5981	0.6237	0.5981	0.7734
0.2455	52.4615	682	0.5738	0.6147	0.5738	0.7575
0.2455	52.6154	684	0.5589	0.6377	0.5589	0.7476
0.2455	52.7692	686	0.5608	0.6923	0.5608	0.7489
0.2455	52.9231	688	0.5658	0.7080	0.5658	0.7522
0.2455	53.0769	690	0.5485	0.6963	0.5485	0.7406
0.2455	53.2308	692	0.5363	0.6257	0.5363	0.7323
0.2455	53.3846	694	0.5420	0.6094	0.5420	0.7362
0.2455	53.5385	696	0.5607	0.6782	0.5607	0.7488
0.2455	53.6923	698	0.5652	0.6782	0.5652	0.7518
0.2455	53.8462	700	0.5589	0.6446	0.5589	0.7476
0.2455	54.0	702	0.5570	0.6038	0.5570	0.7463
0.2455	54.1538	704	0.5655	0.6446	0.5655	0.7520
0.2455	54.3077	706	0.5775	0.6677	0.5775	0.7599
0.2455	54.4615	708	0.5747	0.6677	0.5747	0.7581
0.2455	54.6154	710	0.5679	0.6446	0.5679	0.7536
0.2455	54.7692	712	0.5677	0.6695	0.5677	0.7535
0.2455	54.9231	714	0.5678	0.6278	0.5678	0.7535
0.2455	55.0769	716	0.5675	0.6311	0.5675	0.7534
0.2455	55.2308	718	0.5626	0.6345	0.5626	0.7501
0.2455	55.3846	720	0.5518	0.6018	0.5518	0.7428
0.2455	55.5385	722	0.5347	0.5887	0.5347	0.7312
0.2455	55.6923	724	0.5221	0.6456	0.5221	0.7226
0.2455	55.8462	726	0.5256	0.6624	0.5256	0.7250
0.2455	56.0	728	0.5389	0.6624	0.5389	0.7341
0.2455	56.1538	730	0.5469	0.6775	0.5469	0.7395
0.2455	56.3077	732	0.5370	0.6460	0.5370	0.7328
0.2455	56.4615	734	0.5236	0.6526	0.5236	0.7236
0.2455	56.6154	736	0.5250	0.6733	0.5250	0.7246
0.2455	56.7692	738	0.5459	0.6302	0.5459	0.7389
0.2455	56.9231	740	0.5583	0.5940	0.5583	0.7472
0.2455	57.0769	742	0.5631	0.5748	0.5631	0.7504
0.2455	57.2308	744	0.5599	0.5748	0.5599	0.7483
0.2455	57.3846	746	0.5485	0.6046	0.5485	0.7406
0.2455	57.5385	748	0.5417	0.6207	0.5417	0.7360
0.2455	57.6923	750	0.5452	0.6197	0.5452	0.7384
0.2455	57.8462	752	0.5462	0.6094	0.5462	0.7390
0.2455	58.0	754	0.5395	0.6167	0.5395	0.7345
0.2455	58.1538	756	0.5365	0.6350	0.5365	0.7325
0.2455	58.3077	758	0.5379	0.6796	0.5379	0.7334
0.2455	58.4615	760	0.5384	0.6796	0.5384	0.7338
0.2455	58.6154	762	0.5368	0.6509	0.5368	0.7327
0.2455	58.7692	764	0.5285	0.6630	0.5285	0.7270
0.2455	58.9231	766	0.5209	0.6456	0.5209	0.7218
0.2455	59.0769	768	0.5191	0.6456	0.5191	0.7205
0.2455	59.2308	770	0.5201	0.6275	0.5201	0.7212
0.2455	59.3846	772	0.5207	0.6297	0.5207	0.7216
0.2455	59.5385	774	0.5209	0.6186	0.5209	0.7217
0.2455	59.6923	776	0.5218	0.6288	0.5218	0.7224
0.2455	59.8462	778	0.5201	0.6186	0.5201	0.7212
0.2455	60.0	780	0.5202	0.6186	0.5202	0.7212
0.2455	60.1538	782	0.5219	0.6167	0.5219	0.7224
0.2455	60.3077	784	0.5236	0.6167	0.5236	0.7236
0.2455	60.4615	786	0.5230	0.6350	0.5230	0.7232
0.2455	60.6154	788	0.5234	0.6167	0.5234	0.7235
0.2455	60.7692	790	0.5231	0.6456	0.5231	0.7232
0.2455	60.9231	792	0.5257	0.6186	0.5257	0.7250
0.2455	61.0769	794	0.5342	0.6311	0.5342	0.7309
0.2455	61.2308	796	0.5476	0.6593	0.5476	0.7400
0.2455	61.3846	798	0.5606	0.6237	0.5606	0.7488
0.2455	61.5385	800	0.5695	0.6412	0.5695	0.7546
0.2455	61.6923	802	0.5622	0.6581	0.5622	0.7498
0.2455	61.8462	804	0.5427	0.6347	0.5427	0.7367
0.2455	62.0	806	0.5221	0.6066	0.5221	0.7225
0.2455	62.1538	808	0.5098	0.6320	0.5098	0.7140
0.2455	62.3077	810	0.5101	0.6263	0.5101	0.7142
0.2455	62.4615	812	0.5143	0.6263	0.5143	0.7171
0.2455	62.6154	814	0.5148	0.6263	0.5148	0.7175
0.2455	62.7692	816	0.5142	0.6311	0.5142	0.7171
0.2455	62.9231	818	0.5175	0.6311	0.5175	0.7193
0.2455	63.0769	820	0.5192	0.6311	0.5192	0.7206
0.2455	63.2308	822	0.5197	0.6311	0.5197	0.7209
0.2455	63.3846	824	0.5220	0.6311	0.5220	0.7225
0.2455	63.5385	826	0.5248	0.6311	0.5248	0.7244
0.2455	63.6923	828	0.5286	0.6311	0.5286	0.7270
0.2455	63.8462	830	0.5295	0.6311	0.5295	0.7277
0.2455	64.0	832	0.5282	0.6311	0.5282	0.7268
0.2455	64.1538	834	0.5293	0.6311	0.5293	0.7275
0.2455	64.3077	836	0.5342	0.6311	0.5342	0.7309
0.2455	64.4615	838	0.5331	0.6311	0.5331	0.7301
0.2455	64.6154	840	0.5306	0.6311	0.5306	0.7284
0.2455	64.7692	842	0.5279	0.6311	0.5279	0.7266
0.2455	64.9231	844	0.5283	0.6311	0.5283	0.7269
0.2455	65.0769	846	0.5263	0.6288	0.5263	0.7255
0.2455	65.2308	848	0.5245	0.6374	0.5245	0.7242
0.2455	65.3846	850	0.5252	0.6456	0.5252	0.7247
0.2455	65.5385	852	0.5256	0.6157	0.5256	0.7250
0.2455	65.6923	854	0.5251	0.6157	0.5251	0.7246
0.2455	65.8462	856	0.5266	0.6224	0.5266	0.7257
0.2455	66.0	858	0.5295	0.6224	0.5295	0.7277
0.2455	66.1538	860	0.5349	0.6120	0.5349	0.7314
0.2455	66.3077	862	0.5420	0.6310	0.5420	0.7362
0.2455	66.4615	864	0.5434	0.6226	0.5434	0.7372
0.2455	66.6154	866	0.5444	0.6066	0.5444	0.7378
0.2455	66.7692	868	0.5464	0.6038	0.5464	0.7392
0.2455	66.9231	870	0.5484	0.6038	0.5484	0.7405
0.2455	67.0769	872	0.5518	0.6038	0.5518	0.7428
0.2455	67.2308	874	0.5529	0.6038	0.5529	0.7436
0.2455	67.3846	876	0.5594	0.5929	0.5594	0.7479
0.2455	67.5385	878	0.5710	0.6284	0.5710	0.7557
0.2455	67.6923	880	0.5821	0.6284	0.5821	0.7629
0.2455	67.8462	882	0.5886	0.6284	0.5886	0.7672
0.2455	68.0	884	0.5875	0.6581	0.5875	0.7665
0.2455	68.1538	886	0.5732	0.6284	0.5732	0.7571
0.2455	68.3077	888	0.5545	0.6022	0.5545	0.7446
0.2455	68.4615	890	0.5414	0.5935	0.5414	0.7358
0.2455	68.6154	892	0.5355	0.6456	0.5355	0.7318
0.2455	68.7692	894	0.5348	0.6337	0.5348	0.7313
0.2455	68.9231	896	0.5402	0.6904	0.5402	0.7350
0.2455	69.0769	898	0.5413	0.6904	0.5413	0.7358
0.2455	69.2308	900	0.5392	0.6638	0.5392	0.7343
0.2455	69.3846	902	0.5364	0.6157	0.5364	0.7324
0.2455	69.5385	904	0.5369	0.6350	0.5369	0.7327
0.2455	69.6923	906	0.5435	0.6350	0.5435	0.7373
0.2455	69.8462	908	0.5570	0.5925	0.5570	0.7463
0.2455	70.0	910	0.5776	0.6656	0.5776	0.7600
0.2455	70.1538	912	0.5948	0.6581	0.5948	0.7712
0.2455	70.3077	914	0.5989	0.6581	0.5989	0.7739
0.2455	70.4615	916	0.5985	0.6581	0.5985	0.7736
0.2455	70.6154	918	0.5944	0.6554	0.5944	0.7710
0.2455	70.7692	920	0.5803	0.6263	0.5803	0.7618
0.2455	70.9231	922	0.5668	0.6102	0.5668	0.7529
0.2455	71.0769	924	0.5577	0.6350	0.5577	0.7468
0.2455	71.2308	926	0.5559	0.6526	0.5559	0.7456
0.2455	71.3846	928	0.5591	0.6233	0.5591	0.7477
0.2455	71.5385	930	0.5620	0.6408	0.5620	0.7497
0.2455	71.6923	932	0.5615	0.6408	0.5615	0.7493
0.2455	71.8462	934	0.5608	0.6695	0.5608	0.7489
0.2455	72.0	936	0.5607	0.6526	0.5607	0.7488
0.2455	72.1538	938	0.5591	0.6526	0.5591	0.7477
0.2455	72.3077	940	0.5570	0.6526	0.5570	0.7463
0.2455	72.4615	942	0.5557	0.6298	0.5557	0.7455
0.2455	72.6154	944	0.5564	0.6298	0.5564	0.7459
0.2455	72.7692	946	0.5554	0.6298	0.5554	0.7452
0.2455	72.9231	948	0.5507	0.6298	0.5507	0.7421
0.2455	73.0769	950	0.5463	0.6298	0.5463	0.7391
0.2455	73.2308	952	0.5394	0.6298	0.5394	0.7345
0.2455	73.3846	954	0.5348	0.6399	0.5348	0.7313
0.2455	73.5385	956	0.5322	0.6630	0.5322	0.7295
0.2455	73.6923	958	0.5310	0.6630	0.5310	0.7287
0.2455	73.8462	960	0.5320	0.6630	0.5320	0.7294
0.2455	74.0	962	0.5343	0.6630	0.5343	0.7309
0.2455	74.1538	964	0.5354	0.6337	0.5354	0.7317
0.2455	74.3077	966	0.5354	0.6337	0.5354	0.7317
0.2455	74.4615	968	0.5403	0.6674	0.5403	0.7351
0.2455	74.6154	970	0.5425	0.7061	0.5425	0.7366
0.2455	74.7692	972	0.5411	0.7061	0.5411	0.7356
0.2455	74.9231	974	0.5463	0.7061	0.5463	0.7391
0.2455	75.0769	976	0.5476	0.7159	0.5476	0.7400
0.2455	75.2308	978	0.5425	0.7061	0.5425	0.7366
0.2455	75.3846	980	0.5424	0.7159	0.5424	0.7365
0.2455	75.5385	982	0.5390	0.6804	0.5390	0.7341
0.2455	75.6923	984	0.5338	0.6337	0.5338	0.7306
0.2455	75.8462	986	0.5317	0.6337	0.5317	0.7291
0.2455	76.0	988	0.5319	0.6337	0.5319	0.7293
0.2455	76.1538	990	0.5335	0.6157	0.5335	0.7304
0.2455	76.3077	992	0.5365	0.6051	0.5365	0.7325
0.2455	76.4615	994	0.5378	0.6051	0.5378	0.7333
0.2455	76.6154	996	0.5392	0.6157	0.5392	0.7343
0.2455	76.7692	998	0.5409	0.6337	0.5409	0.7355
0.0476	76.9231	1000	0.5418	0.6337	0.5418	0.7361
0.0476	77.0769	1002	0.5420	0.6233	0.5420	0.7362
0.0476	77.2308	1004	0.5432	0.6526	0.5432	0.7370
0.0476	77.3846	1006	0.5441	0.6350	0.5441	0.7377
0.0476	77.5385	1008	0.5448	0.6350	0.5448	0.7381
0.0476	77.6923	1010	0.5451	0.6350	0.5451	0.7383
0.0476	77.8462	1012	0.5493	0.6167	0.5493	0.7411
0.0476	78.0	1014	0.5562	0.6464	0.5562	0.7458
0.0476	78.1538	1016	0.5577	0.6226	0.5577	0.7468
0.0476	78.3077	1018	0.5534	0.5925	0.5534	0.7439
0.0476	78.4615	1020	0.5524	0.5911	0.5524	0.7432
0.0476	78.6154	1022	0.5508	0.5911	0.5508	0.7421
0.0476	78.7692	1024	0.5480	0.6167	0.5480	0.7402

Framework versions

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