ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k17_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: 1.0170
• Qwk: 0.6159
• Mse: 1.0170
• Rmse: 1.0085

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	0.025	2	2.3435	0.0523	2.3435	1.5308
No log	0.05	4	1.5729	0.1867	1.5729	1.2542
No log	0.075	6	1.5510	0.0924	1.5510	1.2454
No log	0.1	8	1.6148	0.0654	1.6148	1.2708
No log	0.125	10	1.5405	0.0989	1.5405	1.2412
No log	0.15	12	1.4963	0.1515	1.4963	1.2232
No log	0.175	14	1.4529	0.1057	1.4529	1.2054
No log	0.2	16	1.4279	0.1009	1.4279	1.1950
No log	0.225	18	1.3570	0.0848	1.3570	1.1649
No log	0.25	20	1.3445	0.1107	1.3445	1.1595
No log	0.275	22	1.3650	0.1480	1.3650	1.1683
No log	0.3	24	1.3381	0.1433	1.3381	1.1568
No log	0.325	26	1.4329	0.1628	1.4329	1.1970
No log	0.35	28	1.5470	0.2914	1.5470	1.2438
No log	0.375	30	1.5285	0.2389	1.5285	1.2363
No log	0.4	32	1.3927	0.1136	1.3927	1.1801
No log	0.425	34	1.3238	0.1501	1.3238	1.1506
No log	0.45	36	1.2751	0.2166	1.2751	1.1292
No log	0.475	38	1.2705	0.2371	1.2705	1.1272
No log	0.5	40	1.2838	0.2507	1.2838	1.1330
No log	0.525	42	1.2667	0.2909	1.2667	1.1255
No log	0.55	44	1.2378	0.2909	1.2378	1.1125
No log	0.575	46	1.2141	0.2709	1.2141	1.1019
No log	0.6	48	1.2294	0.2826	1.2294	1.1088
No log	0.625	50	1.3867	0.2497	1.3867	1.1776
No log	0.65	52	1.5441	0.1596	1.5441	1.2426
No log	0.675	54	1.4140	0.1844	1.4140	1.1891
No log	0.7	56	1.2186	0.3138	1.2186	1.1039
No log	0.725	58	1.2303	0.3476	1.2303	1.1092
No log	0.75	60	1.2734	0.2986	1.2734	1.1284
No log	0.775	62	1.2348	0.3322	1.2348	1.1112
No log	0.8	64	1.2041	0.3210	1.2041	1.0973
No log	0.825	66	1.2414	0.2468	1.2414	1.1142
No log	0.85	68	1.2871	0.2645	1.2871	1.1345
No log	0.875	70	1.2309	0.3272	1.2309	1.1094
No log	0.9	72	1.1895	0.3517	1.1895	1.0906
No log	0.925	74	1.1936	0.3840	1.1936	1.0925
No log	0.95	76	1.2232	0.3519	1.2232	1.1060
No log	0.975	78	1.2258	0.2608	1.2258	1.1071
No log	1.0	80	1.3234	0.2865	1.3234	1.1504
No log	1.025	82	1.3933	0.3186	1.3933	1.1804
No log	1.05	84	1.4192	0.3426	1.4192	1.1913
No log	1.075	86	1.3033	0.3120	1.3033	1.1416
No log	1.1	88	1.1867	0.2895	1.1867	1.0893
No log	1.125	90	1.1799	0.3374	1.1799	1.0862
No log	1.15	92	1.2029	0.2867	1.2029	1.0968
No log	1.175	94	1.1522	0.3810	1.1522	1.0734
No log	1.2	96	1.1282	0.4190	1.1282	1.0622
No log	1.225	98	1.1893	0.4268	1.1893	1.0905
No log	1.25	100	1.2050	0.4751	1.2050	1.0977
No log	1.275	102	1.0980	0.4397	1.0980	1.0479
No log	1.3	104	1.0464	0.4499	1.0464	1.0229
No log	1.325	106	1.0218	0.4850	1.0218	1.0108
No log	1.35	108	1.0453	0.4388	1.0453	1.0224
No log	1.375	110	1.1682	0.4670	1.1682	1.0808
No log	1.4	112	1.1878	0.4619	1.1878	1.0899
No log	1.425	114	1.0999	0.5033	1.0999	1.0488
No log	1.45	116	1.1521	0.4755	1.1521	1.0733
No log	1.475	118	1.2402	0.4980	1.2402	1.1136
No log	1.5	120	1.3281	0.4697	1.3281	1.1524
No log	1.525	122	1.3697	0.4406	1.3697	1.1703
No log	1.55	124	1.2838	0.5104	1.2838	1.1330
No log	1.575	126	1.1648	0.5495	1.1648	1.0793
No log	1.6	128	1.1224	0.5358	1.1224	1.0594
No log	1.625	130	1.2546	0.5363	1.2546	1.1201
No log	1.65	132	1.4928	0.4653	1.4928	1.2218
No log	1.675	134	1.4019	0.5071	1.4019	1.1840
No log	1.7	136	1.2054	0.5357	1.2054	1.0979
No log	1.725	138	1.1564	0.5284	1.1564	1.0754
No log	1.75	140	1.1972	0.5267	1.1972	1.0942
No log	1.775	142	1.0879	0.5523	1.0879	1.0430
No log	1.8	144	0.9898	0.5686	0.9898	0.9949
No log	1.825	146	1.0091	0.5435	1.0091	1.0045
No log	1.85	148	1.0645	0.5572	1.0645	1.0317
No log	1.875	150	1.0775	0.5613	1.0775	1.0380
No log	1.9	152	1.1284	0.5719	1.1284	1.0623
No log	1.925	154	1.2539	0.5205	1.2539	1.1198
No log	1.95	156	1.4186	0.5091	1.4186	1.1911
No log	1.975	158	1.4320	0.5091	1.4320	1.1967
No log	2.0	160	1.4389	0.5196	1.4389	1.1996
No log	2.025	162	1.2555	0.5553	1.2555	1.1205
No log	2.05	164	1.0915	0.5811	1.0915	1.0447
No log	2.075	166	1.1264	0.5755	1.1264	1.0613
No log	2.1	168	1.2438	0.5632	1.2438	1.1152
No log	2.125	170	1.1282	0.5574	1.1282	1.0622
No log	2.15	172	0.9574	0.6079	0.9574	0.9785
No log	2.175	174	0.9522	0.5701	0.9522	0.9758
No log	2.2	176	1.0704	0.5720	1.0704	1.0346
No log	2.225	178	1.1162	0.5513	1.1162	1.0565
No log	2.25	180	1.0165	0.5813	1.0165	1.0082
No log	2.275	182	0.8965	0.6139	0.8965	0.9468
No log	2.3	184	0.8814	0.5937	0.8814	0.9388
No log	2.325	186	0.9073	0.6321	0.9073	0.9525
No log	2.35	188	1.0214	0.6073	1.0214	1.0106
No log	2.375	190	1.0874	0.6007	1.0874	1.0428
No log	2.4	192	1.0514	0.6375	1.0514	1.0254
No log	2.425	194	0.9904	0.6515	0.9904	0.9952
No log	2.45	196	1.0424	0.6544	1.0424	1.0210
No log	2.475	198	1.1056	0.6224	1.1056	1.0515
No log	2.5	200	1.1297	0.6174	1.1297	1.0629
No log	2.525	202	1.0340	0.6611	1.0340	1.0168
No log	2.55	204	1.2058	0.6136	1.2058	1.0981
No log	2.575	206	1.2917	0.5881	1.2917	1.1365
No log	2.6	208	1.0965	0.6239	1.0965	1.0471
No log	2.625	210	1.0004	0.6727	1.0004	1.0002
No log	2.65	212	1.1363	0.6044	1.1363	1.0660
No log	2.675	214	1.2515	0.5764	1.2515	1.1187
No log	2.7	216	1.2682	0.5724	1.2682	1.1261
No log	2.725	218	1.1597	0.6000	1.1597	1.0769
No log	2.75	220	1.2512	0.5866	1.2512	1.1186
No log	2.775	222	1.2917	0.5652	1.2917	1.1365
No log	2.8	224	1.2774	0.5775	1.2774	1.1302
No log	2.825	226	1.2567	0.5754	1.2567	1.1210
No log	2.85	228	1.3150	0.5502	1.3150	1.1467
No log	2.875	230	1.5036	0.5060	1.5036	1.2262
No log	2.9	232	1.6174	0.4677	1.6174	1.2718
No log	2.925	234	1.4711	0.5158	1.4711	1.2129
No log	2.95	236	1.2132	0.5699	1.2132	1.1015
No log	2.975	238	1.0243	0.6388	1.0243	1.0121
No log	3.0	240	0.9860	0.6399	0.9860	0.9930
No log	3.025	242	1.1051	0.6181	1.1051	1.0512
No log	3.05	244	1.2331	0.5842	1.2331	1.1105
No log	3.075	246	1.3168	0.5576	1.3168	1.1475
No log	3.1	248	1.1902	0.5912	1.1902	1.0909
No log	3.125	250	1.0702	0.6327	1.0702	1.0345
No log	3.15	252	1.0780	0.6236	1.0780	1.0383
No log	3.175	254	0.9885	0.6246	0.9885	0.9942
No log	3.2	256	0.9857	0.6219	0.9857	0.9928
No log	3.225	258	1.0989	0.5903	1.0989	1.0483
No log	3.25	260	1.1329	0.5763	1.1329	1.0644
No log	3.275	262	1.1074	0.5752	1.1074	1.0523
No log	3.3	264	1.0643	0.5593	1.0643	1.0317
No log	3.325	266	0.9990	0.5764	0.9990	0.9995
No log	3.35	268	1.0214	0.5542	1.0214	1.0107
No log	3.375	270	1.1692	0.5223	1.1692	1.0813
No log	3.4	272	1.2062	0.5168	1.2062	1.0983
No log	3.425	274	1.0691	0.5164	1.0691	1.0340
No log	3.45	276	0.9454	0.5777	0.9454	0.9723
No log	3.475	278	0.9380	0.6005	0.9380	0.9685
No log	3.5	280	1.0214	0.5435	1.0214	1.0106
No log	3.525	282	1.2293	0.5467	1.2293	1.1087
No log	3.55	284	1.2391	0.5530	1.2391	1.1131
No log	3.575	286	1.0845	0.5798	1.0845	1.0414
No log	3.6	288	0.9134	0.6244	0.9134	0.9557
No log	3.625	290	0.8876	0.6144	0.8876	0.9421
No log	3.65	292	0.9250	0.6064	0.9250	0.9618
No log	3.675	294	1.0970	0.5767	1.0970	1.0474
No log	3.7	296	1.2404	0.5504	1.2404	1.1137
No log	3.725	298	1.2086	0.5540	1.2086	1.0993
No log	3.75	300	1.0780	0.5823	1.0780	1.0383
No log	3.775	302	0.9182	0.5989	0.9182	0.9582
No log	3.8	304	0.8801	0.6544	0.8801	0.9381
No log	3.825	306	0.9135	0.6047	0.9135	0.9558
No log	3.85	308	1.0376	0.5775	1.0376	1.0186
No log	3.875	310	1.2595	0.5456	1.2595	1.1223
No log	3.9	312	1.3543	0.5319	1.3543	1.1637
No log	3.925	314	1.3217	0.5319	1.3217	1.1497
No log	3.95	316	1.1311	0.5723	1.1311	1.0635
No log	3.975	318	0.9871	0.6023	0.9871	0.9936
No log	4.0	320	0.9982	0.6077	0.9982	0.9991
No log	4.025	322	1.1241	0.5636	1.1241	1.0602
No log	4.05	324	1.2301	0.5454	1.2301	1.1091
No log	4.075	326	1.2137	0.5497	1.2137	1.1017
No log	4.1	328	1.0943	0.5850	1.0943	1.0461
No log	4.125	330	0.9798	0.6182	0.9798	0.9899
No log	4.15	332	1.0087	0.6091	1.0087	1.0044
No log	4.175	334	1.1334	0.5935	1.1334	1.0646
No log	4.2	336	1.3185	0.5534	1.3185	1.1483
No log	4.225	338	1.5563	0.4908	1.5563	1.2475
No log	4.25	340	1.8065	0.4458	1.8065	1.3441
No log	4.275	342	1.7843	0.4526	1.7843	1.3358
No log	4.3	344	1.5340	0.4796	1.5340	1.2385
No log	4.325	346	1.2041	0.5671	1.2041	1.0973
No log	4.35	348	1.0546	0.5915	1.0546	1.0270
No log	4.375	350	1.0491	0.5837	1.0491	1.0243
No log	4.4	352	1.0739	0.5814	1.0739	1.0363
No log	4.425	354	1.1048	0.5723	1.1048	1.0511
No log	4.45	356	1.0895	0.5849	1.0895	1.0438
No log	4.475	358	1.0802	0.5940	1.0802	1.0393
No log	4.5	360	1.0337	0.5995	1.0337	1.0167
No log	4.525	362	1.0368	0.5995	1.0368	1.0182
No log	4.55	364	1.0539	0.6030	1.0539	1.0266
No log	4.575	366	1.1237	0.5669	1.1237	1.0600
No log	4.6	368	1.1730	0.5488	1.1730	1.0830
No log	4.625	370	1.1584	0.5659	1.1584	1.0763
No log	4.65	372	1.1797	0.5659	1.1797	1.0861
No log	4.675	374	1.1446	0.5627	1.1446	1.0699
No log	4.7	376	1.2278	0.5755	1.2278	1.1080
No log	4.725	378	1.2196	0.5659	1.2196	1.1044
No log	4.75	380	1.1364	0.5613	1.1364	1.0660
No log	4.775	382	1.1059	0.5711	1.1059	1.0516
No log	4.8	384	1.2001	0.5564	1.2001	1.0955
No log	4.825	386	1.4309	0.4934	1.4309	1.1962
No log	4.85	388	1.5282	0.4872	1.5282	1.2362
No log	4.875	390	1.4271	0.4953	1.4271	1.1946
No log	4.9	392	1.2560	0.5165	1.2560	1.1207
No log	4.925	394	1.0977	0.5524	1.0977	1.0477
No log	4.95	396	1.0880	0.5612	1.0880	1.0431
No log	4.975	398	1.0899	0.5612	1.0899	1.0440
No log	5.0	400	1.1435	0.5384	1.1435	1.0694
No log	5.025	402	1.1969	0.5179	1.1969	1.0940
No log	5.05	404	1.1836	0.5179	1.1836	1.0879
No log	5.075	406	1.2653	0.5208	1.2653	1.1248
No log	5.1	408	1.2713	0.5179	1.2713	1.1275
No log	5.125	410	1.2190	0.5299	1.2190	1.1041
No log	5.15	412	1.0968	0.5646	1.0968	1.0473
No log	5.175	414	1.0552	0.6030	1.0552	1.0272
No log	5.2	416	1.0812	0.5803	1.0812	1.0398
No log	5.225	418	1.1715	0.5287	1.1715	1.0823
No log	5.25	420	1.2504	0.5149	1.2504	1.1182
No log	5.275	422	1.2879	0.5299	1.2879	1.1348
No log	5.3	424	1.2360	0.5299	1.2360	1.1118
No log	5.325	426	1.2164	0.5419	1.2164	1.1029
No log	5.35	428	1.1366	0.5777	1.1366	1.0661
No log	5.375	430	1.0405	0.6175	1.0405	1.0200
No log	5.4	432	1.0668	0.5990	1.0668	1.0328
No log	5.425	434	1.0609	0.6039	1.0609	1.0300
No log	5.45	436	1.0467	0.6039	1.0467	1.0231
No log	5.475	438	1.0723	0.6039	1.0723	1.0355
No log	5.5	440	1.0776	0.6026	1.0776	1.0381
No log	5.525	442	1.0785	0.6080	1.0785	1.0385
No log	5.55	444	1.0927	0.6101	1.0927	1.0453
No log	5.575	446	1.0390	0.6197	1.0390	1.0193
No log	5.6	448	0.9629	0.5964	0.9629	0.9813
No log	5.625	450	0.9119	0.6638	0.9119	0.9549
No log	5.65	452	0.9496	0.6160	0.9496	0.9745
No log	5.675	454	1.0563	0.6080	1.0563	1.0277
No log	5.7	456	1.2008	0.5735	1.2008	1.0958
No log	5.725	458	1.2173	0.5683	1.2173	1.1033
No log	5.75	460	1.1063	0.6159	1.1063	1.0518
No log	5.775	462	0.9731	0.6193	0.9731	0.9865
No log	5.8	464	0.9425	0.6404	0.9425	0.9708
No log	5.825	466	0.9093	0.6693	0.9093	0.9536
No log	5.85	468	0.8814	0.6569	0.8814	0.9388
No log	5.875	470	0.9186	0.6562	0.9186	0.9584
No log	5.9	472	0.9729	0.6308	0.9729	0.9863
No log	5.925	474	0.9976	0.6454	0.9976	0.9988
No log	5.95	476	1.0454	0.6227	1.0454	1.0224
No log	5.975	478	1.0245	0.6532	1.0245	1.0122
No log	6.0	480	0.9646	0.6447	0.9646	0.9821
No log	6.025	482	0.9260	0.6584	0.9260	0.9623
No log	6.05	484	0.9647	0.6456	0.9647	0.9822
No log	6.075	486	0.9536	0.6569	0.9536	0.9765
No log	6.1	488	0.9184	0.6531	0.9184	0.9583
No log	6.125	490	0.8565	0.6722	0.8565	0.9255
No log	6.15	492	0.8294	0.6750	0.8294	0.9107
No log	6.175	494	0.8513	0.6842	0.8513	0.9227
No log	6.2	496	0.9305	0.6291	0.9305	0.9646
No log	6.225	498	1.0281	0.6123	1.0281	1.0139
0.3707	6.25	500	1.1459	0.6018	1.1459	1.0705
0.3707	6.275	502	1.1736	0.5965	1.1736	1.0833
0.3707	6.3	504	1.1048	0.5968	1.1048	1.0511
0.3707	6.325	506	0.9789	0.6255	0.9789	0.9894
0.3707	6.35	508	0.9149	0.6528	0.9149	0.9565
0.3707	6.375	510	0.9064	0.6303	0.9064	0.9520
0.3707	6.4	512	0.9687	0.6042	0.9687	0.9842
0.3707	6.425	514	1.1098	0.5909	1.1098	1.0535
0.3707	6.45	516	1.2322	0.5735	1.2322	1.1101
0.3707	6.475	518	1.2574	0.5661	1.2574	1.1213
0.3707	6.5	520	1.1864	0.5905	1.1864	1.0892
0.3707	6.525	522	1.1057	0.5909	1.1057	1.0515
0.3707	6.55	524	1.0488	0.5909	1.0488	1.0241
0.3707	6.575	526	1.0637	0.5909	1.0637	1.0314
0.3707	6.6	528	1.0631	0.5909	1.0631	1.0311
0.3707	6.625	530	1.0884	0.5928	1.0884	1.0432
0.3707	6.65	532	1.0962	0.6137	1.0962	1.0470
0.3707	6.675	534	1.1067	0.6137	1.1067	1.0520
0.3707	6.7	536	1.1358	0.5935	1.1358	1.0657
0.3707	6.725	538	1.1497	0.5735	1.1497	1.0723
0.3707	6.75	540	1.0890	0.6021	1.0890	1.0435
0.3707	6.775	542	0.9977	0.6246	0.9977	0.9989
0.3707	6.8	544	0.9692	0.6290	0.9692	0.9845
0.3707	6.825	546	0.9333	0.6516	0.9333	0.9661
0.3707	6.85	548	0.9342	0.6463	0.9342	0.9666
0.3707	6.875	550	0.9586	0.6398	0.9586	0.9791
0.3707	6.9	552	0.9909	0.6447	0.9909	0.9954
0.3707	6.925	554	1.0022	0.6447	1.0022	1.0011
0.3707	6.95	556	0.9960	0.6515	0.9960	0.9980
0.3707	6.975	558	0.9542	0.6704	0.9542	0.9768
0.3707	7.0	560	0.9481	0.6645	0.9481	0.9737
0.3707	7.025	562	0.9898	0.6530	0.9898	0.9949
0.3707	7.05	564	1.0232	0.6364	1.0232	1.0115
0.3707	7.075	566	1.0402	0.6364	1.0402	1.0199
0.3707	7.1	568	1.0751	0.6187	1.0751	1.0369
0.3707	7.125	570	1.0503	0.6275	1.0503	1.0249
0.3707	7.15	572	1.0456	0.6159	1.0456	1.0225
0.3707	7.175	574	1.0671	0.5956	1.0671	1.0330
0.3707	7.2	576	1.0802	0.5988	1.0802	1.0393
0.3707	7.225	578	1.1067	0.5905	1.1067	1.0520
0.3707	7.25	580	1.0695	0.6072	1.0695	1.0342
0.3707	7.275	582	1.0429	0.6275	1.0429	1.0212
0.3707	7.3	584	1.0654	0.6187	1.0654	1.0322
0.3707	7.325	586	1.0890	0.6072	1.0890	1.0435
0.3707	7.35	588	1.0777	0.6187	1.0777	1.0381
0.3707	7.375	590	1.0732	0.6187	1.0732	1.0360
0.3707	7.4	592	1.0564	0.6275	1.0564	1.0278
0.3707	7.425	594	1.0158	0.6515	1.0158	1.0079
0.3707	7.45	596	0.9749	0.6546	0.9749	0.9874
0.3707	7.475	598	0.9842	0.6515	0.9842	0.9921
0.3707	7.5	600	1.0297	0.6280	1.0297	1.0147
0.3707	7.525	602	1.0480	0.6192	1.0480	1.0237
0.3707	7.55	604	1.0089	0.6377	1.0089	1.0044
0.3707	7.575	606	0.9480	0.6636	0.9480	0.9736
0.3707	7.6	608	0.8948	0.6694	0.8948	0.9460
0.3707	7.625	610	0.8876	0.6827	0.8876	0.9421
0.3707	7.65	612	0.9008	0.6712	0.9008	0.9491
0.3707	7.675	614	0.9567	0.6551	0.9567	0.9781
0.3707	7.7	616	1.0205	0.6275	1.0205	1.0102
0.3707	7.725	618	1.0768	0.6075	1.0768	1.0377
0.3707	7.75	620	1.1540	0.5967	1.1540	1.0743
0.3707	7.775	622	1.1852	0.5786	1.1852	1.0887
0.3707	7.8	624	1.1669	0.5912	1.1669	1.0802
0.3707	7.825	626	1.1540	0.5994	1.1540	1.0742
0.3707	7.85	628	1.1577	0.5994	1.1577	1.0759
0.3707	7.875	630	1.1581	0.5962	1.1581	1.0761
0.3707	7.9	632	1.1728	0.5962	1.1728	1.0830
0.3707	7.925	634	1.1567	0.5962	1.1567	1.0755
0.3707	7.95	636	1.1143	0.5962	1.1143	1.0556
0.3707	7.975	638	1.0757	0.6076	1.0757	1.0371
0.3707	8.0	640	1.0647	0.6076	1.0647	1.0318
0.3707	8.025	642	1.0192	0.6275	1.0192	1.0095
0.3707	8.05	644	1.0122	0.6364	1.0122	1.0061
0.3707	8.075	646	1.0206	0.6275	1.0206	1.0103
0.3707	8.1	648	1.0743	0.6047	1.0743	1.0365
0.3707	8.125	650	1.1681	0.5912	1.1681	1.0808
0.3707	8.15	652	1.2700	0.5592	1.2700	1.1269
0.3707	8.175	654	1.2934	0.5534	1.2934	1.1373
0.3707	8.2	656	1.2588	0.5592	1.2588	1.1219
0.3707	8.225	658	1.1723	0.5715	1.1723	1.0827
0.3707	8.25	660	1.0775	0.6137	1.0775	1.0380
0.3707	8.275	662	0.9884	0.6247	0.9884	0.9942
0.3707	8.3	664	0.9500	0.6404	0.9500	0.9747
0.3707	8.325	666	0.9604	0.6368	0.9604	0.9800
0.3707	8.35	668	0.9874	0.6385	0.9874	0.9937
0.3707	8.375	670	1.0083	0.6159	1.0083	1.0041
0.3707	8.4	672	1.0456	0.6192	1.0456	1.0225
0.3707	8.425	674	1.0891	0.6079	1.0891	1.0436
0.3707	8.45	676	1.1151	0.5994	1.1151	1.0560
0.3707	8.475	678	1.1450	0.5994	1.1450	1.0700
0.3707	8.5	680	1.1360	0.5994	1.1360	1.0658
0.3707	8.525	682	1.0952	0.6079	1.0952	1.0465
0.3707	8.55	684	1.0457	0.6192	1.0457	1.0226
0.3707	8.575	686	1.0128	0.6159	1.0128	1.0064
0.3707	8.6	688	0.9856	0.6474	0.9856	0.9928
0.3707	8.625	690	0.9782	0.6489	0.9782	0.9890
0.3707	8.65	692	0.9912	0.6420	0.9912	0.9956
0.3707	8.675	694	1.0076	0.6275	1.0076	1.0038
0.3707	8.7	696	1.0318	0.6159	1.0318	1.0158
0.3707	8.725	698	1.0379	0.6159	1.0379	1.0188
0.3707	8.75	700	1.0717	0.6018	1.0717	1.0352
0.3707	8.775	702	1.1199	0.5994	1.1199	1.0582
0.3707	8.8	704	1.1349	0.6026	1.1349	1.0653
0.3707	8.825	706	1.1301	0.6026	1.1301	1.0631
0.3707	8.85	708	1.0957	0.6018	1.0957	1.0468
0.3707	8.875	710	1.0546	0.6075	1.0546	1.0269
0.3707	8.9	712	1.0003	0.6261	1.0003	1.0002
0.3707	8.925	714	0.9782	0.6331	0.9782	0.9890
0.3707	8.95	716	0.9747	0.6331	0.9747	0.9872
0.3707	8.975	718	0.9760	0.6331	0.9760	0.9879
0.3707	9.0	720	0.9751	0.6372	0.9751	0.9875
0.3707	9.025	722	0.9604	0.6530	0.9604	0.9800
0.3707	9.05	724	0.9426	0.6546	0.9426	0.9709
0.3707	9.075	726	0.9466	0.6546	0.9466	0.9729
0.3707	9.1	728	0.9640	0.6530	0.9640	0.9818
0.3707	9.125	730	0.9857	0.6284	0.9857	0.9928
0.3707	9.15	732	1.0032	0.6242	1.0032	1.0016
0.3707	9.175	734	1.0168	0.6229	1.0168	1.0084
0.3707	9.2	736	1.0295	0.6229	1.0295	1.0147
0.3707	9.225	738	1.0369	0.6159	1.0369	1.0183
0.3707	9.25	740	1.0508	0.6159	1.0508	1.0251
0.3707	9.275	742	1.0527	0.6192	1.0527	1.0260
0.3707	9.3	744	1.0506	0.6192	1.0506	1.0250
0.3707	9.325	746	1.0425	0.6192	1.0425	1.0210
0.3707	9.35	748	1.0189	0.6159	1.0189	1.0094
0.3707	9.375	750	0.9952	0.6159	0.9952	0.9976
0.3707	9.4	752	0.9795	0.6159	0.9795	0.9897
0.3707	9.425	754	0.9772	0.6159	0.9772	0.9885
0.3707	9.45	756	0.9797	0.6159	0.9797	0.9898
0.3707	9.475	758	0.9893	0.6159	0.9893	0.9946
0.3707	9.5	760	1.0080	0.6159	1.0080	1.0040
0.3707	9.525	762	1.0253	0.6159	1.0253	1.0126
0.3707	9.55	764	1.0325	0.6159	1.0325	1.0161
0.3707	9.575	766	1.0283	0.6159	1.0283	1.0141
0.3707	9.6	768	1.0217	0.6159	1.0217	1.0108
0.3707	9.625	770	1.0189	0.6159	1.0189	1.0094
0.3707	9.65	772	1.0166	0.6159	1.0166	1.0082
0.3707	9.675	774	1.0155	0.6159	1.0155	1.0077
0.3707	9.7	776	1.0183	0.6159	1.0183	1.0091
0.3707	9.725	778	1.0157	0.6159	1.0157	1.0078
0.3707	9.75	780	1.0090	0.6159	1.0090	1.0045
0.3707	9.775	782	1.0029	0.6159	1.0029	1.0014
0.3707	9.8	784	1.0016	0.6159	1.0016	1.0008
0.3707	9.825	786	1.0025	0.6159	1.0025	1.0013
0.3707	9.85	788	1.0053	0.6159	1.0053	1.0026
0.3707	9.875	790	1.0101	0.6159	1.0101	1.0051
0.3707	9.9	792	1.0140	0.6159	1.0140	1.0070
0.3707	9.925	794	1.0158	0.6159	1.0158	1.0079
0.3707	9.95	796	1.0164	0.6159	1.0164	1.0082
0.3707	9.975	798	1.0170	0.6159	1.0170	1.0085
0.3707	10.0	800	1.0170	0.6159	1.0170	1.0085

Framework versions

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