MayBashendy/ASAP_FineTuningBERT_AugV4_k5_task1_organization_fold4

Arabic_FineTuningAraBERT_AugV5_k10_task1_organization_fold0

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: 0.6292
• Qwk: 0.7421
• Mse: 0.6292
• Rmse: 0.7932

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	0.0182	2	5.4708	-0.1511	5.4708	2.3390
No log	0.0364	4	3.2469	-0.0173	3.2469	1.8019
No log	0.0545	6	2.3449	-0.0561	2.3449	1.5313
No log	0.0727	8	1.7575	0.0255	1.7575	1.3257
No log	0.0909	10	1.8028	0.0742	1.8028	1.3427
No log	0.1091	12	2.2420	0.1064	2.2420	1.4973
No log	0.1273	14	2.4977	0.1513	2.4977	1.5804
No log	0.1455	16	2.2588	0.1582	2.2588	1.5029
No log	0.1636	18	1.9577	0.0950	1.9577	1.3992
No log	0.1818	20	1.6859	0.0	1.6859	1.2984
No log	0.2	22	1.6142	0.0	1.6142	1.2705
No log	0.2182	24	1.6106	0.0	1.6106	1.2691
No log	0.2364	26	1.9257	0.0950	1.9257	1.3877
No log	0.2545	28	2.5865	0.1034	2.5865	1.6083
No log	0.2727	30	2.6137	0.1161	2.6137	1.6167
No log	0.2909	32	2.2849	0.1642	2.2849	1.5116
No log	0.3091	34	2.0125	0.0696	2.0125	1.4186
No log	0.3273	36	1.5896	-0.0269	1.5896	1.2608
No log	0.3455	38	1.3199	0.3778	1.3199	1.1489
No log	0.3636	40	1.3317	0.0847	1.3317	1.1540
No log	0.3818	42	1.4252	0.1893	1.4252	1.1938
No log	0.4	44	1.5542	0.0982	1.5542	1.2467
No log	0.4182	46	1.6544	0.0	1.6544	1.2862
No log	0.4364	48	1.9784	0.0	1.9784	1.4066
No log	0.4545	50	2.5361	-0.2503	2.5361	1.5925
No log	0.4727	52	2.7130	-0.1015	2.7130	1.6471
No log	0.4909	54	2.2667	0.0742	2.2667	1.5055
No log	0.5091	56	1.9878	0.0	1.9878	1.4099
No log	0.5273	58	1.8660	0.0	1.8660	1.3660
No log	0.5455	60	1.7680	0.0	1.7680	1.3297
No log	0.5636	62	1.7303	0.0	1.7303	1.3154
No log	0.5818	64	1.7132	0.0	1.7132	1.3089
No log	0.6	66	1.6945	0.0	1.6945	1.3017
No log	0.6182	68	1.7000	0.0	1.7000	1.3038
No log	0.6364	70	1.6219	0.0	1.6219	1.2736
No log	0.6545	72	1.5119	0.2032	1.5119	1.2296
No log	0.6727	74	1.4667	0.3808	1.4667	1.2111
No log	0.6909	76	1.4374	0.3793	1.4374	1.1989
No log	0.7091	78	1.4396	0.4059	1.4396	1.1998
No log	0.7273	80	1.3925	0.4059	1.3925	1.1800
No log	0.7455	82	1.3151	0.3808	1.3151	1.1468
No log	0.7636	84	1.1921	0.4310	1.1921	1.0918
No log	0.7818	86	1.1903	0.4059	1.1903	1.0910
No log	0.8	88	1.2966	0.2794	1.2966	1.1387
No log	0.8182	90	1.4310	0.1518	1.4310	1.1963
No log	0.8364	92	1.3529	0.2794	1.3529	1.1631
No log	0.8545	94	1.2545	0.4324	1.2545	1.1201
No log	0.8727	96	1.1983	0.4310	1.1983	1.0947
No log	0.8909	98	1.1210	0.4310	1.1210	1.0588
No log	0.9091	100	1.1091	0.4296	1.1091	1.0531
No log	0.9273	102	1.3268	0.2723	1.3268	1.1519
No log	0.9455	104	1.3442	0.4	1.3442	1.1594
No log	0.9636	106	1.1607	0.3494	1.1607	1.0774
No log	0.9818	108	1.0171	0.3511	1.0171	1.0085
No log	1.0	110	0.9815	0.3511	0.9815	0.9907
No log	1.0182	112	0.9685	0.3511	0.9685	0.9841
No log	1.0364	114	1.0992	0.5047	1.0992	1.0484
No log	1.0545	116	1.2978	0.3209	1.2978	1.1392
No log	1.0727	118	1.3305	0.3209	1.3305	1.1535
No log	1.0909	120	1.1361	0.5039	1.1361	1.0659
No log	1.1091	122	0.9297	0.5944	0.9297	0.9642
No log	1.1273	124	0.8978	0.5944	0.8978	0.9475
No log	1.1455	126	0.9838	0.6476	0.9838	0.9918
No log	1.1636	128	1.2428	0.5174	1.2428	1.1148
No log	1.1818	130	1.5020	0.2782	1.5020	1.2256
No log	1.2	132	1.4120	0.4119	1.4120	1.1883
No log	1.2182	134	1.0712	0.5589	1.0712	1.0350
No log	1.2364	136	0.8721	0.5944	0.8721	0.9339
No log	1.2545	138	0.9400	0.3793	0.9400	0.9695
No log	1.2727	140	1.0203	0.3793	1.0203	1.0101
No log	1.2909	142	0.9384	0.4044	0.9384	0.9687
No log	1.3091	144	0.8861	0.5070	0.8861	0.9413
No log	1.3273	146	0.8414	0.5762	0.8414	0.9173
No log	1.3455	148	0.8500	0.6476	0.8500	0.9220
No log	1.3636	150	1.0741	0.5563	1.0741	1.0364
No log	1.3818	152	1.1810	0.4815	1.1810	1.0867
No log	1.4	154	1.2439	0.4815	1.2439	1.1153
No log	1.4182	156	1.1609	0.4809	1.1609	1.0775
No log	1.4364	158	0.9786	0.5672	0.9786	0.9892
No log	1.4545	160	0.8973	0.6714	0.8973	0.9473
No log	1.4727	162	0.8809	0.6980	0.8809	0.9386
No log	1.4909	164	0.8366	0.6576	0.8366	0.9147
No log	1.5091	166	0.7934	0.6824	0.7934	0.8907
No log	1.5273	168	0.8410	0.6483	0.8410	0.9171
No log	1.5455	170	0.9982	0.5647	0.9982	0.9991
No log	1.5636	172	1.1728	0.4403	1.1728	1.0830
No log	1.5818	174	1.2666	0.3226	1.2666	1.1254
No log	1.6	176	1.1904	0.4055	1.1904	1.0910
No log	1.6182	178	1.0550	0.6414	1.0550	1.0271
No log	1.6364	180	0.9029	0.6309	0.9029	0.9502
No log	1.6545	182	0.8635	0.6435	0.8635	0.9293
No log	1.6727	184	0.8544	0.6940	0.8544	0.9243
No log	1.6909	186	0.8512	0.6752	0.8512	0.9226
No log	1.7091	188	0.8576	0.6702	0.8576	0.9261
No log	1.7273	190	0.8514	0.6194	0.8514	0.9227
No log	1.7455	192	0.9371	0.5664	0.9371	0.9680
No log	1.7636	194	1.1680	0.4592	1.1680	1.0807
No log	1.7818	196	1.4813	0.3165	1.4813	1.2171
No log	1.8	198	1.5343	0.1857	1.5343	1.2387
No log	1.8182	200	1.6211	0.0891	1.6211	1.2732
No log	1.8364	202	1.5875	0.2240	1.5875	1.2600
No log	1.8545	204	1.8079	0.0342	1.8079	1.3446
No log	1.8727	206	1.7946	0.1456	1.7946	1.3396
No log	1.8909	208	1.7986	0.0982	1.7986	1.3411
No log	1.9091	210	1.6959	0.3140	1.6959	1.3023
No log	1.9273	212	1.9129	0.2304	1.9129	1.3831
No log	1.9455	214	1.7066	0.3214	1.7066	1.3064
No log	1.9636	216	1.4904	0.3214	1.4904	1.2208
No log	1.9818	218	1.2839	0.5532	1.2839	1.1331
No log	2.0	220	1.1310	0.6194	1.1310	1.0635
No log	2.0182	222	0.9801	0.6153	0.9801	0.9900
No log	2.0364	224	0.9150	0.6473	0.9150	0.9565
No log	2.0545	226	0.9185	0.6473	0.9185	0.9584
No log	2.0727	228	0.9063	0.6182	0.9063	0.9520
No log	2.0909	230	0.8519	0.6182	0.8519	0.9230
No log	2.1091	232	0.7556	0.7525	0.7556	0.8693
No log	2.1273	234	0.8509	0.6254	0.8509	0.9225
No log	2.1455	236	1.0140	0.4345	1.0140	1.0070
No log	2.1636	238	0.9198	0.5607	0.9198	0.9591
No log	2.1818	240	0.7740	0.7258	0.7740	0.8798
No log	2.2	242	0.7330	0.7346	0.7330	0.8561
No log	2.2182	244	0.7964	0.6622	0.7964	0.8924
No log	2.2364	246	0.9886	0.6836	0.9886	0.9943
No log	2.2545	248	1.1575	0.6091	1.1575	1.0759
No log	2.2727	250	1.2043	0.5642	1.2043	1.0974
No log	2.2909	252	1.1822	0.5869	1.1822	1.0873
No log	2.3091	254	1.1321	0.6147	1.1321	1.0640
No log	2.3273	256	1.1822	0.6341	1.1822	1.0873
No log	2.3455	258	1.2560	0.6083	1.2560	1.1207
No log	2.3636	260	1.3150	0.5995	1.3150	1.1467
No log	2.3818	262	1.2509	0.5370	1.2509	1.1185
No log	2.4	264	1.1584	0.5370	1.1584	1.0763
No log	2.4182	266	1.0637	0.5728	1.0637	1.0313
No log	2.4364	268	0.9340	0.6206	0.9340	0.9664
No log	2.4545	270	0.8390	0.7445	0.8390	0.9160
No log	2.4727	272	0.8074	0.7277	0.8074	0.8986
No log	2.4909	274	0.7941	0.7529	0.7941	0.8911
No log	2.5091	276	0.7918	0.7782	0.7918	0.8898
No log	2.5273	278	0.8378	0.6142	0.8378	0.9153
No log	2.5455	280	0.9513	0.5430	0.9513	0.9754
No log	2.5636	282	0.9526	0.6175	0.9526	0.9760
No log	2.5818	284	0.8819	0.6633	0.8819	0.9391
No log	2.6	286	0.7952	0.7191	0.7952	0.8917
No log	2.6182	288	0.7597	0.6799	0.7597	0.8716
No log	2.6364	290	0.7641	0.6525	0.7641	0.8741
No log	2.6545	292	0.8114	0.5973	0.8114	0.9008
No log	2.6727	294	0.8989	0.5933	0.8989	0.9481
No log	2.6909	296	0.9505	0.5374	0.9505	0.9750
No log	2.7091	298	0.9907	0.5532	0.9907	0.9953
No log	2.7273	300	0.9237	0.5374	0.9237	0.9611
No log	2.7455	302	0.8052	0.5973	0.8052	0.8974
No log	2.7636	304	0.7395	0.5973	0.7395	0.8599
No log	2.7818	306	0.7306	0.5973	0.7306	0.8548
No log	2.8	308	0.7927	0.5973	0.7927	0.8904
No log	2.8182	310	0.8850	0.5933	0.8850	0.9408
No log	2.8364	312	0.9574	0.5	0.9574	0.9785
No log	2.8545	314	0.8890	0.5933	0.8890	0.9429
No log	2.8727	316	0.7422	0.5973	0.7422	0.8615
No log	2.8909	318	0.7185	0.6015	0.7185	0.8477
No log	2.9091	320	0.7653	0.5973	0.7653	0.8748
No log	2.9273	322	0.7966	0.5933	0.7966	0.8925
No log	2.9455	324	0.7831	0.5933	0.7831	0.8849
No log	2.9636	326	0.7600	0.6569	0.7600	0.8718
No log	2.9818	328	0.7800	0.6569	0.7800	0.8832
No log	3.0	330	0.7847	0.6519	0.7847	0.8858
No log	3.0182	332	0.8224	0.6309	0.8224	0.9068
No log	3.0364	334	0.8226	0.6309	0.8226	0.9070
No log	3.0545	336	0.8167	0.6309	0.8167	0.9037
No log	3.0727	338	0.8273	0.5973	0.8273	0.9096
No log	3.0909	340	0.7866	0.6363	0.7866	0.8869
No log	3.1091	342	0.7663	0.7020	0.7663	0.8754
No log	3.1273	344	0.7411	0.7063	0.7411	0.8608
No log	3.1455	346	0.7771	0.7020	0.7771	0.8815
No log	3.1636	348	0.8002	0.5435	0.8002	0.8945
No log	3.1818	350	0.7787	0.5435	0.7787	0.8824
No log	3.2	352	0.7170	0.5435	0.7170	0.8468
No log	3.2182	354	0.6898	0.6061	0.6898	0.8305
No log	3.2364	356	0.7298	0.6053	0.7298	0.8543
No log	3.2545	358	0.7823	0.6008	0.7823	0.8845
No log	3.2727	360	0.7542	0.5965	0.7542	0.8685
No log	3.2909	362	0.7651	0.5556	0.7651	0.8747
No log	3.3091	364	0.7574	0.5393	0.7574	0.8703
No log	3.3273	366	0.7169	0.6497	0.7169	0.8467
No log	3.3455	368	0.7241	0.6907	0.7241	0.8509
No log	3.3636	370	0.7455	0.7264	0.7455	0.8634
No log	3.3818	372	0.7909	0.6816	0.7909	0.8893
No log	3.4	374	0.8785	0.6446	0.8785	0.9373
No log	3.4182	376	0.8526	0.6376	0.8526	0.9233
No log	3.4364	378	0.8738	0.6376	0.8738	0.9348
No log	3.4545	380	0.8011	0.5926	0.8011	0.8950
No log	3.4727	382	0.7221	0.6680	0.7221	0.8498
No log	3.4909	384	0.6728	0.6680	0.6728	0.8202
No log	3.5091	386	0.6266	0.6686	0.6266	0.7916
No log	3.5273	388	0.6709	0.5973	0.6709	0.8191
No log	3.5455	390	0.7137	0.6875	0.7137	0.8448
No log	3.5636	392	0.7782	0.6933	0.7782	0.8822
No log	3.5818	394	0.8630	0.6933	0.8630	0.9290
No log	3.6	396	0.9473	0.5965	0.9473	0.9733
No log	3.6182	398	0.9127	0.6407	0.9127	0.9554
No log	3.6364	400	0.7845	0.6746	0.7845	0.8857
No log	3.6545	402	0.6754	0.7435	0.6754	0.8218
No log	3.6727	404	0.6576	0.7447	0.6576	0.8110
No log	3.6909	406	0.6757	0.7529	0.6757	0.8220
No log	3.7091	408	0.6800	0.7373	0.6800	0.8246
No log	3.7273	410	0.6872	0.7879	0.6872	0.8290
No log	3.7455	412	0.7772	0.7433	0.7772	0.8816
No log	3.7636	414	0.9417	0.5030	0.9417	0.9704
No log	3.7818	416	0.9794	0.4626	0.9794	0.9896
No log	3.8	418	0.8979	0.6085	0.8979	0.9476
No log	3.8182	420	0.7697	0.6917	0.7697	0.8773
No log	3.8364	422	0.7075	0.7779	0.7075	0.8412
No log	3.8545	424	0.7098	0.7605	0.7098	0.8425
No log	3.8727	426	0.7108	0.7689	0.7108	0.8431
No log	3.8909	428	0.7132	0.7597	0.7132	0.8445
No log	3.9091	430	0.7571	0.7273	0.7571	0.8701
No log	3.9273	432	0.8062	0.6528	0.8062	0.8979
No log	3.9455	434	0.7940	0.6535	0.7940	0.8910
No log	3.9636	436	0.7759	0.6535	0.7759	0.8809
No log	3.9818	438	0.7459	0.7512	0.7459	0.8636
No log	4.0	440	0.7293	0.7354	0.7293	0.8540
No log	4.0182	442	0.7393	0.7672	0.7393	0.8598
No log	4.0364	444	0.7823	0.7574	0.7823	0.8844
No log	4.0545	446	0.8424	0.6712	0.8424	0.9178
No log	4.0727	448	0.8862	0.6712	0.8862	0.9414
No log	4.0909	450	0.8482	0.6364	0.8482	0.9210
No log	4.1091	452	0.7696	0.6974	0.7696	0.8773
No log	4.1273	454	0.7171	0.6519	0.7171	0.8468
No log	4.1455	456	0.7044	0.7518	0.7044	0.8393
No log	4.1636	458	0.6858	0.7689	0.6858	0.8282
No log	4.1818	460	0.6654	0.7437	0.6654	0.8157
No log	4.2	462	0.6639	0.7090	0.6639	0.8148
No log	4.2182	464	0.7065	0.6363	0.7065	0.8405
No log	4.2364	466	0.7493	0.6382	0.7493	0.8656
No log	4.2545	468	0.7327	0.6382	0.7327	0.8560
No log	4.2727	470	0.7490	0.6816	0.7490	0.8654
No log	4.2909	472	0.8173	0.6905	0.8173	0.9040
No log	4.3091	474	0.8251	0.6905	0.8251	0.9083
No log	4.3273	476	0.7393	0.6816	0.7393	0.8598
No log	4.3455	478	0.6540	0.7129	0.6540	0.8087
No log	4.3636	480	0.6004	0.7327	0.6004	0.7749
No log	4.3818	482	0.5971	0.7327	0.5971	0.7727
No log	4.4	484	0.6123	0.7327	0.6123	0.7825
No log	4.4182	486	0.6598	0.6940	0.6598	0.8123
No log	4.4364	488	0.7025	0.7333	0.7025	0.8382
No log	4.4545	490	0.7119	0.6967	0.7119	0.8438
No log	4.4727	492	0.6748	0.6940	0.6748	0.8215
No log	4.4909	494	0.6547	0.6616	0.6547	0.8092
No log	4.5091	496	0.6634	0.6616	0.6634	0.8145
No log	4.5273	498	0.6767	0.6616	0.6767	0.8226
0.6876	4.5455	500	0.6623	0.6940	0.6623	0.8138
0.6876	4.5636	502	0.6378	0.7327	0.6378	0.7986
0.6876	4.5818	504	0.6379	0.7244	0.6379	0.7987
0.6876	4.6	506	0.6585	0.7437	0.6585	0.8115
0.6876	4.6182	508	0.7140	0.7590	0.7140	0.8450
0.6876	4.6364	510	0.8340	0.6894	0.8340	0.9132
0.6876	4.6545	512	1.0043	0.6311	1.0043	1.0021
0.6876	4.6727	514	1.0688	0.6311	1.0688	1.0338
0.6876	4.6909	516	1.0381	0.5925	1.0381	1.0189
0.6876	4.7091	518	0.9126	0.6204	0.9126	0.9553
0.6876	4.7273	520	0.7435	0.72	0.7435	0.8622
0.6876	4.7455	522	0.6535	0.7437	0.6535	0.8084
0.6876	4.7636	524	0.6340	0.7437	0.6340	0.7962
0.6876	4.7818	526	0.6281	0.7437	0.6281	0.7925
0.6876	4.8	528	0.6398	0.7437	0.6398	0.7999
0.6876	4.8182	530	0.6869	0.7086	0.6869	0.8288
0.6876	4.8364	532	0.7779	0.6115	0.7779	0.8820
0.6876	4.8545	534	0.8382	0.5686	0.8382	0.9155
0.6876	4.8727	536	0.8223	0.6123	0.8223	0.9068
0.6876	4.8909	538	0.7636	0.7076	0.7636	0.8738
0.6876	4.9091	540	0.6915	0.7086	0.6915	0.8316
0.6876	4.9273	542	0.6571	0.6856	0.6571	0.8106
0.6876	4.9455	544	0.6735	0.7136	0.6735	0.8207
0.6876	4.9636	546	0.7103	0.7354	0.7103	0.8428
0.6876	4.9818	548	0.7947	0.6918	0.7947	0.8915
0.6876	5.0	550	0.8166	0.6808	0.8166	0.9037
0.6876	5.0182	552	0.7686	0.6918	0.7686	0.8767
0.6876	5.0364	554	0.7005	0.7354	0.7005	0.8370
0.6876	5.0545	556	0.6386	0.7273	0.6386	0.7991
0.6876	5.0727	558	0.6071	0.7437	0.6071	0.7792
0.6876	5.0909	560	0.5938	0.7437	0.5938	0.7706
0.6876	5.1091	562	0.5899	0.7948	0.5899	0.7681
0.6876	5.1273	564	0.6121	0.7162	0.6121	0.7824
0.6876	5.1455	566	0.6581	0.7014	0.6581	0.8112
0.6876	5.1636	568	0.7238	0.6356	0.7238	0.8507
0.6876	5.1818	570	0.7475	0.6356	0.7475	0.8646
0.6876	5.2	572	0.7109	0.6309	0.7109	0.8432
0.6876	5.2182	574	0.6587	0.7602	0.6587	0.8116
0.6876	5.2364	576	0.6040	0.7437	0.6040	0.7772
0.6876	5.2545	578	0.5835	0.7437	0.5835	0.7639
0.6876	5.2727	580	0.5789	0.7437	0.5789	0.7609
0.6876	5.2909	582	0.5738	0.7437	0.5738	0.7575
0.6876	5.3091	584	0.5907	0.7167	0.5907	0.7686
0.6876	5.3273	586	0.6552	0.7696	0.6552	0.8094
0.6876	5.3455	588	0.7338	0.6356	0.7338	0.8566
0.6876	5.3636	590	0.7948	0.6287	0.7948	0.8915
0.6876	5.3818	592	0.7916	0.6571	0.7916	0.8897
0.6876	5.4	594	0.7440	0.7366	0.7440	0.8626
0.6876	5.4182	596	0.7299	0.7583	0.7299	0.8543
0.6876	5.4364	598	0.7386	0.7846	0.7386	0.8594
0.6876	5.4545	600	0.7512	0.7846	0.7512	0.8667
0.6876	5.4727	602	0.7662	0.7827	0.7662	0.8753
0.6876	5.4909	604	0.7832	0.7506	0.7832	0.8850
0.6876	5.5091	606	0.7889	0.7506	0.7889	0.8882
0.6876	5.5273	608	0.7417	0.7506	0.7417	0.8612
0.6876	5.5455	610	0.6804	0.7846	0.6804	0.8248
0.6876	5.5636	612	0.6426	0.7590	0.6426	0.8016
0.6876	5.5818	614	0.6414	0.7358	0.6414	0.8009
0.6876	5.6	616	0.6629	0.8006	0.6629	0.8142
0.6876	5.6182	618	0.6737	0.7511	0.6737	0.8208
0.6876	5.6364	620	0.6507	0.7511	0.6507	0.8066
0.6876	5.6545	622	0.6179	0.7898	0.6179	0.7861
0.6876	5.6727	624	0.5954	0.7793	0.5954	0.7716
0.6876	5.6909	626	0.5878	0.7167	0.5878	0.7667
0.6876	5.7091	628	0.5794	0.7167	0.5794	0.7612
0.6876	5.7273	630	0.5775	0.7167	0.5775	0.7600
0.6876	5.7455	632	0.6049	0.7692	0.6049	0.7778
0.6876	5.7636	634	0.6517	0.8009	0.6517	0.8073
0.6876	5.7818	636	0.7138	0.8058	0.7138	0.8449
0.6876	5.8	638	0.7588	0.8058	0.7588	0.8711
0.6876	5.8182	640	0.7619	0.8058	0.7619	0.8729
0.6876	5.8364	642	0.7474	0.8058	0.7474	0.8645
0.6876	5.8545	644	0.7664	0.8058	0.7664	0.8755
0.6876	5.8727	646	0.7428	0.8144	0.7428	0.8618
0.6876	5.8909	648	0.7151	0.8238	0.7151	0.8457
0.6876	5.9091	650	0.6960	0.8238	0.6960	0.8343
0.6876	5.9273	652	0.7086	0.8238	0.7086	0.8418
0.6876	5.9455	654	0.7094	0.8032	0.7094	0.8423
0.6876	5.9636	656	0.7483	0.8032	0.7483	0.8650
0.6876	5.9818	658	0.7331	0.8032	0.7331	0.8562
0.6876	6.0	660	0.7217	0.8128	0.7217	0.8495
0.6876	6.0182	662	0.6953	0.7838	0.6953	0.8338
0.6876	6.0364	664	0.7156	0.8032	0.7156	0.8459
0.6876	6.0545	666	0.7378	0.8032	0.7378	0.8589
0.6876	6.0727	668	0.7460	0.8032	0.7460	0.8637
0.6876	6.0909	670	0.7646	0.8238	0.7646	0.8744
0.6876	6.1091	672	0.7576	0.8238	0.7576	0.8704
0.6876	6.1273	674	0.7600	0.8128	0.7600	0.8718
0.6876	6.1455	676	0.7682	0.8128	0.7682	0.8765
0.6876	6.1636	678	0.7699	0.7905	0.7699	0.8774
0.6876	6.1818	680	0.7491	0.7905	0.7491	0.8655
0.6876	6.2	682	0.7044	0.7211	0.7044	0.8393
0.6876	6.2182	684	0.6654	0.7511	0.6654	0.8157
0.6876	6.2364	686	0.6392	0.6940	0.6392	0.7995
0.6876	6.2545	688	0.6306	0.6871	0.6306	0.7941
0.6876	6.2727	690	0.6358	0.6871	0.6358	0.7973
0.6876	6.2909	692	0.6401	0.6871	0.6401	0.8001
0.6876	6.3091	694	0.6467	0.6871	0.6467	0.8042
0.6876	6.3273	696	0.6770	0.6940	0.6770	0.8228
0.6876	6.3455	698	0.7129	0.7586	0.7129	0.8443
0.6876	6.3636	700	0.7305	0.7579	0.7305	0.8547
0.6876	6.3818	702	0.7179	0.7505	0.7179	0.8473
0.6876	6.4	704	0.7214	0.7505	0.7214	0.8494
0.6876	6.4182	706	0.6973	0.7505	0.6973	0.8351
0.6876	6.4364	708	0.6434	0.7514	0.6434	0.8021
0.6876	6.4545	710	0.6176	0.7167	0.6176	0.7858
0.6876	6.4727	712	0.6166	0.7244	0.6166	0.7852
0.6876	6.4909	714	0.6534	0.7514	0.6534	0.8083
0.6876	6.5091	716	0.6903	0.7720	0.6903	0.8308
0.6876	6.5273	718	0.7198	0.7720	0.7198	0.8484
0.6876	6.5455	720	0.7206	0.7720	0.7206	0.8489
0.6876	6.5636	722	0.6966	0.7647	0.6966	0.8346
0.6876	6.5818	724	0.6741	0.7510	0.6741	0.8210
0.6876	6.6	726	0.6466	0.7277	0.6466	0.8041
0.6876	6.6182	728	0.6444	0.7277	0.6444	0.8028
0.6876	6.6364	730	0.6603	0.7288	0.6603	0.8126
0.6876	6.6545	732	0.6836	0.7510	0.6836	0.8268
0.6876	6.6727	734	0.7269	0.7647	0.7269	0.8526
0.6876	6.6909	736	0.7978	0.7304	0.7978	0.8932
0.6876	6.7091	738	0.8483	0.7838	0.8483	0.9210
0.6876	6.7273	740	0.8769	0.7637	0.8769	0.9365
0.6876	6.7455	742	0.8354	0.7647	0.8354	0.9140
0.6876	6.7636	744	0.7894	0.7647	0.7894	0.8885
0.6876	6.7818	746	0.7319	0.7579	0.7319	0.8555
0.6876	6.8	748	0.6787	0.7269	0.6787	0.8238
0.6876	6.8182	750	0.6594	0.6871	0.6594	0.8120
0.6876	6.8364	752	0.6528	0.6871	0.6528	0.8080
0.6876	6.8545	754	0.6682	0.6940	0.6682	0.8174
0.6876	6.8727	756	0.7005	0.7838	0.7005	0.8370
0.6876	6.8909	758	0.7460	0.7502	0.7460	0.8637
0.6876	6.9091	760	0.7426	0.7745	0.7426	0.8617
0.6876	6.9273	762	0.7061	0.7838	0.7061	0.8403
0.6876	6.9455	764	0.6592	0.6940	0.6592	0.8119
0.6876	6.9636	766	0.6385	0.7162	0.6385	0.7990
0.6876	6.9818	768	0.6458	0.7090	0.6458	0.8036
0.6876	7.0	770	0.6715	0.7511	0.6715	0.8194
0.6876	7.0182	772	0.7116	0.7973	0.7116	0.8436
0.6876	7.0364	774	0.7877	0.7647	0.7877	0.8875
0.6876	7.0545	776	0.8465	0.7204	0.8465	0.9201
0.6876	7.0727	778	0.8483	0.7647	0.8483	0.9210
0.6876	7.0909	780	0.8338	0.7647	0.8338	0.9131
0.6876	7.1091	782	0.7996	0.7647	0.7996	0.8942
0.6876	7.1273	784	0.7948	0.7647	0.7948	0.8915
0.6876	7.1455	786	0.7632	0.7647	0.7632	0.8736
0.6876	7.1636	788	0.7133	0.7594	0.7133	0.8446
0.6876	7.1818	790	0.6666	0.7115	0.6666	0.8164
0.6876	7.2	792	0.6422	0.7090	0.6422	0.8014
0.6876	7.2182	794	0.6246	0.6877	0.6246	0.7903
0.6876	7.2364	796	0.6140	0.7167	0.6140	0.7836
0.6876	7.2545	798	0.6166	0.6877	0.6166	0.7852
0.6876	7.2727	800	0.6341	0.7614	0.6341	0.7963
0.6876	7.2909	802	0.6694	0.7511	0.6694	0.8182
0.6876	7.3091	804	0.7064	0.7123	0.7064	0.8405
0.6876	7.3273	806	0.7207	0.7504	0.7207	0.8489
0.6876	7.3455	808	0.6990	0.7764	0.6990	0.8361
0.6876	7.3636	810	0.6688	0.7764	0.6688	0.8178
0.6876	7.3818	812	0.6480	0.6866	0.6480	0.8050
0.6876	7.4	814	0.6315	0.6940	0.6315	0.7947
0.6876	7.4182	816	0.6225	0.6871	0.6225	0.7890
0.6876	7.4364	818	0.6384	0.6871	0.6384	0.7990
0.6876	7.4545	820	0.6653	0.7269	0.6653	0.8157
0.6876	7.4727	822	0.7025	0.8032	0.7025	0.8381
0.6876	7.4909	824	0.7401	0.8032	0.7401	0.8603
0.6876	7.5091	826	0.7679	0.7647	0.7679	0.8763
0.6876	7.5273	828	0.7650	0.7647	0.7650	0.8747
0.6876	7.5455	830	0.7406	0.8032	0.7406	0.8606
0.6876	7.5636	832	0.7166	0.8032	0.7166	0.8465
0.6876	7.5818	834	0.7083	0.8128	0.7083	0.8416
0.6876	7.6	836	0.6977	0.7590	0.6977	0.8353
0.6876	7.6182	838	0.6791	0.7590	0.6791	0.8241
0.6876	7.6364	840	0.6654	0.7230	0.6654	0.8157
0.6876	7.6545	842	0.6651	0.7590	0.6651	0.8155
0.6876	7.6727	844	0.6792	0.7590	0.6792	0.8241
0.6876	7.6909	846	0.6876	0.7590	0.6876	0.8292
0.6876	7.7091	848	0.6878	0.8128	0.6878	0.8293
0.6876	7.7273	850	0.7027	0.7812	0.7027	0.8383
0.6876	7.7455	852	0.7256	0.7812	0.7256	0.8518
0.6876	7.7636	854	0.7371	0.7812	0.7371	0.8586
0.6876	7.7818	856	0.7538	0.7812	0.7538	0.8682
0.6876	7.8	858	0.7563	0.8032	0.7563	0.8696
0.6876	7.8182	860	0.7554	0.8032	0.7554	0.8691
0.6876	7.8364	862	0.7716	0.8032	0.7716	0.8784
0.6876	7.8545	864	0.7790	0.7647	0.7790	0.8826
0.6876	7.8727	866	0.7629	0.7647	0.7629	0.8734
0.6876	7.8909	868	0.7481	0.7647	0.7481	0.8650
0.6876	7.9091	870	0.7001	0.8032	0.7001	0.8367
0.6876	7.9273	872	0.6572	0.8032	0.6572	0.8106
0.6876	7.9455	874	0.6235	0.7674	0.6235	0.7896
0.6876	7.9636	876	0.6103	0.7674	0.6103	0.7812
0.6876	7.9818	878	0.6087	0.7674	0.6087	0.7802
0.6876	8.0	880	0.6216	0.7764	0.6216	0.7884
0.6876	8.0182	882	0.6453	0.8067	0.6453	0.8033
0.6876	8.0364	884	0.6711	0.8067	0.6711	0.8192
0.6876	8.0545	886	0.6746	0.7835	0.6746	0.8214
0.6876	8.0727	888	0.6732	0.7835	0.6732	0.8205
0.6876	8.0909	890	0.6593	0.7504	0.6593	0.8120
0.6876	8.1091	892	0.6354	0.7764	0.6354	0.7971
0.6876	8.1273	894	0.6035	0.7511	0.6035	0.7768
0.6876	8.1455	896	0.5791	0.7511	0.5791	0.7610
0.6876	8.1636	898	0.5684	0.7516	0.5684	0.7539
0.6876	8.1818	900	0.5703	0.7337	0.5703	0.7552
0.6876	8.2	902	0.5851	0.7421	0.5851	0.7649
0.6876	8.2182	904	0.6078	0.7511	0.6078	0.7796
0.6876	8.2364	906	0.6197	0.7511	0.6197	0.7872
0.6876	8.2545	908	0.6349	0.7417	0.6349	0.7968
0.6876	8.2727	910	0.6467	0.7417	0.6467	0.8042
0.6876	8.2909	912	0.6336	0.7511	0.6336	0.7960
0.6876	8.3091	914	0.6154	0.7511	0.6154	0.7845
0.6876	8.3273	916	0.6074	0.7511	0.6074	0.7794
0.6876	8.3455	918	0.6054	0.7421	0.6054	0.7781
0.6876	8.3636	920	0.6158	0.7511	0.6158	0.7847
0.6876	8.3818	922	0.6213	0.7511	0.6213	0.7882
0.6876	8.4	924	0.6298	0.7511	0.6298	0.7936
0.6876	8.4182	926	0.6439	0.7511	0.6439	0.8025
0.6876	8.4364	928	0.6658	0.7211	0.6658	0.8160
0.6876	8.4545	930	0.6948	0.7123	0.6948	0.8336
0.6876	8.4727	932	0.7131	0.7123	0.7131	0.8444
0.6876	8.4909	934	0.7202	0.7504	0.7202	0.8486
0.6876	8.5091	936	0.7009	0.7123	0.7009	0.8372
0.6876	8.5273	938	0.6759	0.7417	0.6759	0.8221
0.6876	8.5455	940	0.6539	0.7511	0.6539	0.8086
0.6876	8.5636	942	0.6290	0.7511	0.6290	0.7931
0.6876	8.5818	944	0.6110	0.7421	0.6110	0.7817
0.6876	8.6	946	0.5985	0.7421	0.5985	0.7737
0.6876	8.6182	948	0.5902	0.7692	0.5902	0.7683
0.6876	8.6364	950	0.5922	0.7602	0.5922	0.7696
0.6876	8.6545	952	0.5915	0.7090	0.5915	0.7691
0.6876	8.6727	954	0.5917	0.7090	0.5917	0.7692
0.6876	8.6909	956	0.5988	0.7090	0.5988	0.7738
0.6876	8.7091	958	0.6110	0.7090	0.6110	0.7817
0.6876	8.7273	960	0.6269	0.7602	0.6269	0.7918
0.6876	8.7455	962	0.6446	0.7598	0.6446	0.8029
0.6876	8.7636	964	0.6666	0.7944	0.6666	0.8164
0.6876	8.7818	966	0.6892	0.7944	0.6892	0.8302
0.6876	8.8	968	0.6944	0.7944	0.6944	0.8333
0.6876	8.8182	970	0.6868	0.7944	0.6868	0.8287
0.6876	8.8364	972	0.6699	0.7944	0.6699	0.8185
0.6876	8.8545	974	0.6459	0.7421	0.6459	0.8037
0.6876	8.8727	976	0.6302	0.7421	0.6302	0.7938
0.6876	8.8909	978	0.6228	0.7421	0.6228	0.7892
0.6876	8.9091	980	0.6195	0.7421	0.6195	0.7871
0.6876	8.9273	982	0.6129	0.6871	0.6129	0.7829
0.6876	8.9455	984	0.6042	0.6871	0.6042	0.7773
0.6876	8.9636	986	0.5986	0.6871	0.5986	0.7737
0.6876	8.9818	988	0.5982	0.6871	0.5982	0.7734
0.6876	9.0	990	0.5972	0.6871	0.5972	0.7728
0.6876	9.0182	992	0.6008	0.6871	0.6008	0.7751
0.6876	9.0364	994	0.6077	0.7421	0.6077	0.7795
0.6876	9.0545	996	0.6121	0.7421	0.6121	0.7824
0.6876	9.0727	998	0.6098	0.7421	0.6098	0.7809
0.1375	9.0909	1000	0.6093	0.7421	0.6093	0.7806
0.1375	9.1091	1002	0.6056	0.7421	0.6056	0.7782
0.1375	9.1273	1004	0.6013	0.7421	0.6013	0.7754
0.1375	9.1455	1006	0.6015	0.7421	0.6015	0.7756
0.1375	9.1636	1008	0.6051	0.7421	0.6051	0.7779
0.1375	9.1818	1010	0.6103	0.7421	0.6103	0.7812
0.1375	9.2	1012	0.6143	0.7421	0.6143	0.7838
0.1375	9.2182	1014	0.6232	0.7421	0.6232	0.7894
0.1375	9.2364	1016	0.6360	0.7421	0.6360	0.7975
0.1375	9.2545	1018	0.6474	0.7511	0.6474	0.8046
0.1375	9.2727	1020	0.6611	0.7511	0.6611	0.8131
0.1375	9.2909	1022	0.6693	0.7511	0.6693	0.8181
0.1375	9.3091	1024	0.6738	0.7511	0.6738	0.8209
0.1375	9.3273	1026	0.6718	0.7511	0.6718	0.8197
0.1375	9.3455	1028	0.6664	0.7511	0.6664	0.8163
0.1375	9.3636	1030	0.6611	0.7511	0.6611	0.8131
0.1375	9.3818	1032	0.6550	0.7511	0.6550	0.8093
0.1375	9.4	1034	0.6551	0.7511	0.6551	0.8094
0.1375	9.4182	1036	0.6580	0.7511	0.6580	0.8111
0.1375	9.4364	1038	0.6638	0.7764	0.6638	0.8147
0.1375	9.4545	1040	0.6656	0.8032	0.6656	0.8159
0.1375	9.4727	1042	0.6709	0.8032	0.6709	0.8191
0.1375	9.4909	1044	0.6713	0.8032	0.6713	0.8193
0.1375	9.5091	1046	0.6691	0.8032	0.6691	0.8180
0.1375	9.5273	1048	0.6673	0.8032	0.6673	0.8169
0.1375	9.5455	1050	0.6646	0.8032	0.6646	0.8152
0.1375	9.5636	1052	0.6596	0.7764	0.6596	0.8122
0.1375	9.5818	1054	0.6542	0.7511	0.6542	0.8088
0.1375	9.6	1056	0.6478	0.7421	0.6478	0.8048
0.1375	9.6182	1058	0.6433	0.7421	0.6433	0.8020
0.1375	9.6364	1060	0.6389	0.7421	0.6389	0.7993
0.1375	9.6545	1062	0.6369	0.7421	0.6369	0.7981
0.1375	9.6727	1064	0.6331	0.7421	0.6331	0.7957
0.1375	9.6909	1066	0.6308	0.7421	0.6308	0.7942
0.1375	9.7091	1068	0.6296	0.7421	0.6296	0.7934
0.1375	9.7273	1070	0.6290	0.7421	0.6290	0.7931
0.1375	9.7455	1072	0.6277	0.7421	0.6277	0.7923
0.1375	9.7636	1074	0.6266	0.7421	0.6266	0.7916
0.1375	9.7818	1076	0.6254	0.7421	0.6254	0.7908
0.1375	9.8	1078	0.6237	0.7421	0.6237	0.7898
0.1375	9.8182	1080	0.6241	0.7421	0.6241	0.7900
0.1375	9.8364	1082	0.6242	0.7421	0.6242	0.7900
0.1375	9.8545	1084	0.6237	0.7421	0.6237	0.7898
0.1375	9.8727	1086	0.6237	0.7421	0.6237	0.7897
0.1375	9.8909	1088	0.6243	0.7421	0.6243	0.7901
0.1375	9.9091	1090	0.6252	0.7421	0.6252	0.7907
0.1375	9.9273	1092	0.6262	0.7421	0.6262	0.7913
0.1375	9.9455	1094	0.6273	0.7421	0.6273	0.7920
0.1375	9.9636	1096	0.6283	0.7421	0.6283	0.7926
0.1375	9.9818	1098	0.6289	0.7421	0.6289	0.7930
0.1375	10.0	1100	0.6292	0.7421	0.6292	0.7932

Framework versions

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