ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k16_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8044
• Qwk: 0.6805
• Mse: 0.8044
• Rmse: 0.8969

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	5.5310	-0.0138	5.5310	2.3518
No log	0.05	4	3.5016	0.0518	3.5016	1.8713
No log	0.075	6	2.8900	-0.0593	2.8900	1.7000
No log	0.1	8	2.2691	-0.0619	2.2691	1.5064
No log	0.125	10	1.6277	0.1532	1.6277	1.2758
No log	0.15	12	1.3307	0.1418	1.3307	1.1536
No log	0.175	14	1.3928	0.1350	1.3928	1.1802
No log	0.2	16	1.4725	0.0437	1.4725	1.2135
No log	0.225	18	1.5866	0.0100	1.5866	1.2596
No log	0.25	20	1.4985	0.1109	1.4985	1.2241
No log	0.275	22	1.5004	0.1145	1.5004	1.2249
No log	0.3	24	1.4650	0.1390	1.4650	1.2104
No log	0.325	26	1.4430	0.0868	1.4430	1.2013
No log	0.35	28	1.3677	0.0770	1.3677	1.1695
No log	0.375	30	1.2048	0.2462	1.2048	1.0976
No log	0.4	32	1.1270	0.3672	1.1270	1.0616
No log	0.425	34	1.0865	0.3697	1.0865	1.0423
No log	0.45	36	1.1714	0.3480	1.1714	1.0823
No log	0.475	38	1.4668	0.2388	1.4668	1.2111
No log	0.5	40	1.6955	0.2624	1.6955	1.3021
No log	0.525	42	1.8924	0.2489	1.8924	1.3757
No log	0.55	44	2.5605	0.1706	2.5605	1.6001
No log	0.575	46	2.6101	0.1838	2.6101	1.6156
No log	0.6	48	1.8402	0.3102	1.8402	1.3565
No log	0.625	50	1.1935	0.4659	1.1935	1.0925
No log	0.65	52	1.1117	0.4846	1.1117	1.0544
No log	0.675	54	1.2441	0.4500	1.2441	1.1154
No log	0.7	56	1.3019	0.4210	1.3019	1.1410
No log	0.725	58	1.3203	0.4142	1.3203	1.1490
No log	0.75	60	1.0606	0.5095	1.0606	1.0298
No log	0.775	62	0.8920	0.5708	0.8920	0.9445
No log	0.8	64	0.8245	0.4924	0.8245	0.9080
No log	0.825	66	0.8121	0.4695	0.8121	0.9011
No log	0.85	68	0.8490	0.5095	0.8490	0.9214
No log	0.875	70	0.9348	0.4734	0.9348	0.9669
No log	0.9	72	1.1510	0.4330	1.1510	1.0729
No log	0.925	74	1.2766	0.4177	1.2766	1.1299
No log	0.95	76	1.3365	0.4034	1.3365	1.1561
No log	0.975	78	1.1325	0.4267	1.1325	1.0642
No log	1.0	80	0.9745	0.5007	0.9745	0.9872
No log	1.025	82	0.9864	0.5652	0.9864	0.9932
No log	1.05	84	0.9963	0.5587	0.9963	0.9981
No log	1.075	86	0.9228	0.5617	0.9228	0.9606
No log	1.1	88	0.8856	0.5479	0.8856	0.9411
No log	1.125	90	0.9382	0.5479	0.9382	0.9686
No log	1.15	92	1.0485	0.5348	1.0485	1.0240
No log	1.175	94	1.2301	0.5356	1.2301	1.1091
No log	1.2	96	1.2714	0.5179	1.2714	1.1276
No log	1.225	98	1.2882	0.5002	1.2882	1.1350
No log	1.25	100	1.1125	0.5262	1.1125	1.0547
No log	1.275	102	0.9783	0.5293	0.9783	0.9891
No log	1.3	104	0.8974	0.5207	0.8974	0.9473
No log	1.325	106	0.9882	0.5051	0.9882	0.9941
No log	1.35	108	1.0790	0.4614	1.0790	1.0388
No log	1.375	110	0.9950	0.4868	0.9950	0.9975
No log	1.4	112	0.8442	0.5397	0.8442	0.9188
No log	1.425	114	0.7504	0.5819	0.7504	0.8663
No log	1.45	116	0.7481	0.5836	0.7481	0.8649
No log	1.475	118	0.8217	0.5781	0.8217	0.9065
No log	1.5	120	0.9672	0.5545	0.9672	0.9834
No log	1.525	122	1.0599	0.5352	1.0599	1.0295
No log	1.55	124	0.9402	0.5830	0.9402	0.9696
No log	1.575	126	0.8148	0.6604	0.8148	0.9027
No log	1.6	128	0.8173	0.6440	0.8173	0.9040
No log	1.625	130	0.7971	0.6697	0.7971	0.8928
No log	1.65	132	0.7742	0.7160	0.7742	0.8799
No log	1.675	134	0.8168	0.6329	0.8168	0.9038
No log	1.7	136	0.8007	0.6284	0.8007	0.8948
No log	1.725	138	0.7871	0.6820	0.7871	0.8872
No log	1.75	140	0.8690	0.5671	0.8690	0.9322
No log	1.775	142	0.9912	0.5328	0.9912	0.9956
No log	1.8	144	0.8513	0.6308	0.8513	0.9226
No log	1.825	146	0.7823	0.6978	0.7823	0.8845
No log	1.85	148	0.7289	0.7039	0.7289	0.8537
No log	1.875	150	0.6808	0.6643	0.6808	0.8251
No log	1.9	152	0.6568	0.6844	0.6568	0.8104
No log	1.925	154	0.6567	0.6902	0.6567	0.8104
No log	1.95	156	0.6557	0.6832	0.6557	0.8097
No log	1.975	158	0.6539	0.5990	0.6539	0.8086
No log	2.0	160	0.6488	0.6528	0.6488	0.8055
No log	2.025	162	0.6716	0.6063	0.6716	0.8195
No log	2.05	164	0.7307	0.6167	0.7307	0.8548
No log	2.075	166	0.7042	0.6374	0.7042	0.8392
No log	2.1	168	0.6714	0.6702	0.6714	0.8194
No log	2.125	170	0.6758	0.6837	0.6758	0.8221
No log	2.15	172	0.7859	0.6793	0.7859	0.8865
No log	2.175	174	0.8367	0.6348	0.8367	0.9147
No log	2.2	176	0.7928	0.6799	0.7928	0.8904
No log	2.225	178	0.7351	0.6896	0.7351	0.8574
No log	2.25	180	0.7237	0.7159	0.7237	0.8507
No log	2.275	182	0.7346	0.7065	0.7346	0.8571
No log	2.3	184	0.7320	0.7073	0.7320	0.8556
No log	2.325	186	0.7568	0.7001	0.7568	0.8699
No log	2.35	188	0.7849	0.6736	0.7849	0.8859
No log	2.375	190	0.7951	0.6831	0.7951	0.8917
No log	2.4	192	0.7730	0.6726	0.7730	0.8792
No log	2.425	194	0.7501	0.6807	0.7501	0.8661
No log	2.45	196	0.7708	0.6552	0.7708	0.8779
No log	2.475	198	0.7726	0.6447	0.7726	0.8790
No log	2.5	200	0.7261	0.7010	0.7261	0.8521
No log	2.525	202	0.7604	0.6841	0.7604	0.8720
No log	2.55	204	0.8452	0.6342	0.8452	0.9194
No log	2.575	206	0.9807	0.6159	0.9807	0.9903
No log	2.6	208	0.9811	0.6103	0.9811	0.9905
No log	2.625	210	0.8717	0.6409	0.8717	0.9337
No log	2.65	212	0.7590	0.7075	0.7590	0.8712
No log	2.675	214	0.7209	0.7054	0.7209	0.8490
No log	2.7	216	0.7074	0.7046	0.7074	0.8411
No log	2.725	218	0.7178	0.6964	0.7178	0.8472
No log	2.75	220	0.7549	0.7018	0.7549	0.8689
No log	2.775	222	0.7763	0.6574	0.7763	0.8811
No log	2.8	224	0.7654	0.6402	0.7654	0.8749
No log	2.825	226	0.7599	0.6462	0.7599	0.8717
No log	2.85	228	0.7482	0.6351	0.7482	0.8650
No log	2.875	230	0.7307	0.6600	0.7307	0.8548
No log	2.9	232	0.7388	0.6594	0.7388	0.8596
No log	2.925	234	0.8223	0.6281	0.8223	0.9068
No log	2.95	236	0.9122	0.5977	0.9122	0.9551
No log	2.975	238	1.0221	0.5394	1.0221	1.0110
No log	3.0	240	1.0149	0.5500	1.0149	1.0074
No log	3.025	242	0.8601	0.6134	0.8601	0.9274
No log	3.05	244	0.7356	0.6682	0.7356	0.8577
No log	3.075	246	0.7015	0.6964	0.7015	0.8376
No log	3.1	248	0.7525	0.6317	0.7525	0.8675
No log	3.125	250	0.8034	0.6358	0.8034	0.8963
No log	3.15	252	0.7667	0.6645	0.7667	0.8756
No log	3.175	254	0.7679	0.6929	0.7679	0.8763
No log	3.2	256	0.8820	0.6056	0.8820	0.9392
No log	3.225	258	0.9623	0.6022	0.9623	0.9810
No log	3.25	260	0.9536	0.5350	0.9536	0.9765
No log	3.275	262	0.9036	0.5816	0.9036	0.9506
No log	3.3	264	0.8314	0.6067	0.8314	0.9118
No log	3.325	266	0.7724	0.6451	0.7724	0.8789
No log	3.35	268	0.7373	0.6539	0.7373	0.8586
No log	3.375	270	0.7866	0.6608	0.7866	0.8869
No log	3.4	272	0.9152	0.5946	0.9152	0.9567
No log	3.425	274	1.0856	0.5443	1.0856	1.0419
No log	3.45	276	1.2012	0.5215	1.2012	1.0960
No log	3.475	278	1.1381	0.5372	1.1381	1.0668
No log	3.5	280	1.0111	0.5784	1.0111	1.0056
No log	3.525	282	0.8564	0.6513	0.8564	0.9254
No log	3.55	284	0.7361	0.6818	0.7361	0.8580
No log	3.575	286	0.6981	0.7029	0.6981	0.8356
No log	3.6	288	0.7115	0.6820	0.7115	0.8435
No log	3.625	290	0.7854	0.6783	0.7854	0.8862
No log	3.65	292	0.8331	0.6348	0.8331	0.9127
No log	3.675	294	0.8201	0.6528	0.8201	0.9056
No log	3.7	296	0.7783	0.6598	0.7783	0.8822
No log	3.725	298	0.7453	0.6735	0.7453	0.8633
No log	3.75	300	0.7091	0.6760	0.7091	0.8421
No log	3.775	302	0.6877	0.6882	0.6877	0.8293
No log	3.8	304	0.6861	0.6773	0.6861	0.8283
No log	3.825	306	0.7198	0.6661	0.7198	0.8484
No log	3.85	308	0.8392	0.6411	0.8392	0.9161
No log	3.875	310	0.9409	0.6140	0.9409	0.9700
No log	3.9	312	0.9098	0.6339	0.9098	0.9538
No log	3.925	314	0.8459	0.6245	0.8459	0.9197
No log	3.95	316	0.8505	0.6245	0.8505	0.9222
No log	3.975	318	0.8588	0.6327	0.8588	0.9267
No log	4.0	320	0.8404	0.6602	0.8404	0.9167
No log	4.025	322	0.8368	0.6120	0.8368	0.9148
No log	4.05	324	0.8322	0.6177	0.8322	0.9123
No log	4.075	326	0.8217	0.6214	0.8217	0.9065
No log	4.1	328	0.7919	0.6365	0.7919	0.8899
No log	4.125	330	0.7727	0.6572	0.7727	0.8790
No log	4.15	332	0.7640	0.6601	0.7640	0.8741
No log	4.175	334	0.7450	0.6833	0.7450	0.8631
No log	4.2	336	0.7231	0.6585	0.7231	0.8504
No log	4.225	338	0.7168	0.6589	0.7168	0.8466
No log	4.25	340	0.7083	0.6623	0.7083	0.8416
No log	4.275	342	0.7165	0.6469	0.7165	0.8464
No log	4.3	344	0.7536	0.6841	0.7536	0.8681
No log	4.325	346	0.7444	0.6796	0.7444	0.8628
No log	4.35	348	0.7178	0.6796	0.7178	0.8472
No log	4.375	350	0.7237	0.6820	0.7237	0.8507
No log	4.4	352	0.7064	0.6838	0.7064	0.8404
No log	4.425	354	0.7088	0.6852	0.7088	0.8419
No log	4.45	356	0.7263	0.6774	0.7263	0.8522
No log	4.475	358	0.7622	0.6714	0.7622	0.8730
No log	4.5	360	0.8248	0.6539	0.8248	0.9082
No log	4.525	362	0.9033	0.6263	0.9033	0.9504
No log	4.55	364	0.9862	0.5776	0.9862	0.9931
No log	4.575	366	0.9964	0.5742	0.9964	0.9982
No log	4.6	368	0.9482	0.5829	0.9482	0.9737
No log	4.625	370	0.9243	0.5894	0.9243	0.9614
No log	4.65	372	0.8586	0.6178	0.8586	0.9266
No log	4.675	374	0.8149	0.6635	0.8149	0.9027
No log	4.7	376	0.7726	0.6754	0.7726	0.8790
No log	4.725	378	0.7317	0.6729	0.7317	0.8554
No log	4.75	380	0.7305	0.6923	0.7305	0.8547
No log	4.775	382	0.7870	0.6707	0.7870	0.8871
No log	4.8	384	0.8004	0.6707	0.8004	0.8947
No log	4.825	386	0.7591	0.6847	0.7591	0.8712
No log	4.85	388	0.7908	0.6738	0.7908	0.8893
No log	4.875	390	0.8317	0.6673	0.8317	0.9120
No log	4.9	392	0.9165	0.6262	0.9165	0.9573
No log	4.925	394	1.0323	0.6063	1.0323	1.0160
No log	4.95	396	1.1249	0.5989	1.1249	1.0606
No log	4.975	398	1.1501	0.6049	1.1501	1.0724
No log	5.0	400	1.1931	0.5756	1.1931	1.0923
No log	5.025	402	1.2604	0.5709	1.2604	1.1227
No log	5.05	404	1.2200	0.5615	1.2200	1.1045
No log	5.075	406	1.0950	0.5782	1.0950	1.0464
No log	5.1	408	0.9898	0.6066	0.9898	0.9949
No log	5.125	410	0.8661	0.6368	0.8661	0.9306
No log	5.15	412	0.7259	0.6764	0.7259	0.8520
No log	5.175	414	0.6918	0.6988	0.6918	0.8317
No log	5.2	416	0.6965	0.6969	0.6965	0.8346
No log	5.225	418	0.7294	0.6633	0.7294	0.8541
No log	5.25	420	0.7505	0.6616	0.7505	0.8663
No log	5.275	422	0.7306	0.6764	0.7306	0.8548
No log	5.3	424	0.7310	0.6669	0.7310	0.8550
No log	5.325	426	0.7058	0.6686	0.7058	0.8401
No log	5.35	428	0.6719	0.6820	0.6719	0.8197
No log	5.375	430	0.6701	0.7050	0.6701	0.8186
No log	5.4	432	0.6711	0.6912	0.6711	0.8192
No log	5.425	434	0.6911	0.6709	0.6911	0.8313
No log	5.45	436	0.7122	0.6629	0.7122	0.8439
No log	5.475	438	0.7485	0.6700	0.7485	0.8652
No log	5.5	440	0.8120	0.6640	0.8120	0.9011
No log	5.525	442	0.8847	0.6493	0.8847	0.9406
No log	5.55	444	0.9260	0.6442	0.9260	0.9623
No log	5.575	446	0.9046	0.6461	0.9046	0.9511
No log	5.6	448	0.8494	0.6641	0.8494	0.9216
No log	5.625	450	0.8228	0.6829	0.8228	0.9071
No log	5.65	452	0.8279	0.6769	0.8279	0.9099
No log	5.675	454	0.8335	0.6769	0.8335	0.9129
No log	5.7	456	0.8291	0.6709	0.8291	0.9106
No log	5.725	458	0.8318	0.6709	0.8318	0.9120
No log	5.75	460	0.7746	0.6645	0.7746	0.8801
No log	5.775	462	0.7378	0.6780	0.7378	0.8590
No log	5.8	464	0.7103	0.7063	0.7103	0.8428
No log	5.825	466	0.7094	0.7107	0.7094	0.8422
No log	5.85	468	0.6955	0.6910	0.6955	0.8340
No log	5.875	470	0.6882	0.7095	0.6882	0.8296
No log	5.9	472	0.6807	0.7220	0.6807	0.8250
No log	5.925	474	0.6740	0.6966	0.6740	0.8210
No log	5.95	476	0.7075	0.6949	0.7075	0.8411
No log	5.975	478	0.8032	0.6640	0.8032	0.8962
No log	6.0	480	0.8936	0.6253	0.8936	0.9453
No log	6.025	482	0.9336	0.6098	0.9336	0.9662
No log	6.05	484	0.9801	0.5918	0.9801	0.9900
No log	6.075	486	0.9877	0.6212	0.9877	0.9938
No log	6.1	488	0.9611	0.6226	0.9611	0.9804
No log	6.125	490	0.8919	0.6352	0.8919	0.9444
No log	6.15	492	0.7855	0.6659	0.7855	0.8863
No log	6.175	494	0.7175	0.6575	0.7175	0.8471
No log	6.2	496	0.6812	0.6831	0.6812	0.8254
No log	6.225	498	0.6663	0.7187	0.6663	0.8163
0.438	6.25	500	0.6812	0.7048	0.6812	0.8253
0.438	6.275	502	0.6980	0.7225	0.6980	0.8355
0.438	6.3	504	0.7034	0.7066	0.7034	0.8387
0.438	6.325	506	0.7060	0.7033	0.7060	0.8402
0.438	6.35	508	0.7358	0.6872	0.7358	0.8578
0.438	6.375	510	0.7942	0.6579	0.7942	0.8912
0.438	6.4	512	0.7925	0.6579	0.7925	0.8902
0.438	6.425	514	0.7500	0.6713	0.7500	0.8660
0.438	6.45	516	0.7035	0.7045	0.7035	0.8388
0.438	6.475	518	0.6740	0.7110	0.6740	0.8210
0.438	6.5	520	0.6704	0.6789	0.6704	0.8187
0.438	6.525	522	0.6723	0.7013	0.6723	0.8199
0.438	6.55	524	0.6724	0.6928	0.6724	0.8200
0.438	6.575	526	0.6880	0.7007	0.6880	0.8295
0.438	6.6	528	0.7330	0.6796	0.7330	0.8562
0.438	6.625	530	0.7644	0.6630	0.7644	0.8743
0.438	6.65	532	0.7461	0.6630	0.7461	0.8638
0.438	6.675	534	0.7141	0.6796	0.7141	0.8450
0.438	6.7	536	0.6749	0.6945	0.6749	0.8215
0.438	6.725	538	0.6616	0.7136	0.6616	0.8134
0.438	6.75	540	0.6664	0.6854	0.6664	0.8163
0.438	6.775	542	0.6676	0.6810	0.6676	0.8170
0.438	6.8	544	0.6626	0.6977	0.6626	0.8140
0.438	6.825	546	0.6542	0.7096	0.6542	0.8088
0.438	6.85	548	0.6644	0.7114	0.6644	0.8151
0.438	6.875	550	0.6682	0.6877	0.6682	0.8174
0.438	6.9	552	0.6908	0.6913	0.6908	0.8311
0.438	6.925	554	0.7299	0.6989	0.7299	0.8544
0.438	6.95	556	0.7633	0.6828	0.7633	0.8736
0.438	6.975	558	0.7714	0.6828	0.7714	0.8783
0.438	7.0	560	0.7324	0.6906	0.7324	0.8558
0.438	7.025	562	0.7049	0.6924	0.7049	0.8396
0.438	7.05	564	0.6903	0.6924	0.6903	0.8308
0.438	7.075	566	0.6739	0.6832	0.6739	0.8209
0.438	7.1	568	0.6621	0.6832	0.6621	0.8137
0.438	7.125	570	0.6721	0.6832	0.6721	0.8198
0.438	7.15	572	0.6993	0.6868	0.6993	0.8362
0.438	7.175	574	0.7419	0.6789	0.7419	0.8613
0.438	7.2	576	0.7641	0.6771	0.7641	0.8742
0.438	7.225	578	0.7760	0.6771	0.7760	0.8809
0.438	7.25	580	0.7823	0.6771	0.7823	0.8845
0.438	7.275	582	0.7972	0.6582	0.7972	0.8928
0.438	7.3	584	0.7802	0.6676	0.7802	0.8833
0.438	7.325	586	0.7354	0.6735	0.7354	0.8576
0.438	7.35	588	0.7098	0.6930	0.7098	0.8425
0.438	7.375	590	0.7062	0.6930	0.7062	0.8404
0.438	7.4	592	0.7008	0.6912	0.7008	0.8371
0.438	7.425	594	0.7123	0.6620	0.7123	0.8440
0.438	7.45	596	0.7500	0.6730	0.7500	0.8660
0.438	7.475	598	0.7969	0.6603	0.7969	0.8927
0.438	7.5	600	0.8432	0.6529	0.8432	0.9182
0.438	7.525	602	0.8739	0.6444	0.8739	0.9348
0.438	7.55	604	0.8666	0.6444	0.8666	0.9309
0.438	7.575	606	0.8512	0.6402	0.8512	0.9226
0.438	7.6	608	0.8118	0.6603	0.8118	0.9010
0.438	7.625	610	0.7738	0.6740	0.7738	0.8796
0.438	7.65	612	0.7608	0.6713	0.7608	0.8723
0.438	7.675	614	0.7484	0.6666	0.7484	0.8651
0.438	7.7	616	0.7550	0.6676	0.7550	0.8689
0.438	7.725	618	0.7554	0.6676	0.7554	0.8691
0.438	7.75	620	0.7545	0.6630	0.7545	0.8686
0.438	7.775	622	0.7479	0.6594	0.7479	0.8648
0.438	7.8	624	0.7496	0.6708	0.7496	0.8658
0.438	7.825	626	0.7427	0.6607	0.7427	0.8618
0.438	7.85	628	0.7431	0.6644	0.7431	0.8620
0.438	7.875	630	0.7468	0.6594	0.7468	0.8642
0.438	7.9	632	0.7439	0.6558	0.7439	0.8625
0.438	7.925	634	0.7279	0.6550	0.7279	0.8532
0.438	7.95	636	0.7114	0.6593	0.7114	0.8435
0.438	7.975	638	0.7104	0.6609	0.7104	0.8428
0.438	8.0	640	0.7214	0.6593	0.7214	0.8494
0.438	8.025	642	0.7405	0.6593	0.7405	0.8605
0.438	8.05	644	0.7665	0.6593	0.7665	0.8755
0.438	8.075	646	0.7977	0.6527	0.7977	0.8931
0.438	8.1	648	0.8239	0.6377	0.8239	0.9077
0.438	8.125	650	0.8323	0.6419	0.8323	0.9123
0.438	8.15	652	0.8250	0.6512	0.8250	0.9083
0.438	8.175	654	0.7990	0.6571	0.7990	0.8938
0.438	8.2	656	0.7753	0.6666	0.7753	0.8805
0.438	8.225	658	0.7490	0.6621	0.7490	0.8654
0.438	8.25	660	0.7293	0.6502	0.7293	0.8540
0.438	8.275	662	0.7187	0.6454	0.7187	0.8478
0.438	8.3	664	0.7162	0.6632	0.7162	0.8463
0.438	8.325	666	0.7204	0.6454	0.7204	0.8488
0.438	8.35	668	0.7379	0.6550	0.7379	0.8590
0.438	8.375	670	0.7609	0.6630	0.7609	0.8723
0.438	8.4	672	0.7945	0.6607	0.7945	0.8913
0.438	8.425	674	0.8333	0.6485	0.8333	0.9128
0.438	8.45	676	0.8589	0.6553	0.8589	0.9267
0.438	8.475	678	0.8684	0.6553	0.8684	0.9319
0.438	8.5	680	0.8632	0.6553	0.8632	0.9291
0.438	8.525	682	0.8432	0.6517	0.8432	0.9182
0.438	8.55	684	0.8277	0.6671	0.8277	0.9098
0.438	8.575	686	0.8107	0.6678	0.8107	0.9004
0.438	8.6	688	0.8047	0.6678	0.8047	0.8971
0.438	8.625	690	0.8120	0.6608	0.8120	0.9011
0.438	8.65	692	0.8294	0.6744	0.8294	0.9107
0.438	8.675	694	0.8410	0.6647	0.8410	0.9170
0.438	8.7	696	0.8352	0.6647	0.8352	0.9139
0.438	8.725	698	0.8199	0.6645	0.8199	0.9055
0.438	8.75	700	0.8020	0.6632	0.8020	0.8956
0.438	8.775	702	0.7977	0.6703	0.7977	0.8932
0.438	8.8	704	0.7917	0.6703	0.7917	0.8898
0.438	8.825	706	0.7942	0.6632	0.7942	0.8912
0.438	8.85	708	0.8081	0.6705	0.8081	0.8990
0.438	8.875	710	0.8286	0.6772	0.8286	0.9103
0.438	8.9	712	0.8491	0.6630	0.8491	0.9215
0.438	8.925	714	0.8558	0.6614	0.8558	0.9251
0.438	8.95	716	0.8525	0.6518	0.8525	0.9233
0.438	8.975	718	0.8456	0.6614	0.8456	0.9195
0.438	9.0	720	0.8328	0.6710	0.8328	0.9126
0.438	9.025	722	0.8133	0.6772	0.8133	0.9018
0.438	9.05	724	0.8046	0.6735	0.8046	0.8970
0.438	9.075	726	0.8084	0.6772	0.8084	0.8991
0.438	9.1	728	0.8229	0.6772	0.8229	0.9072
0.438	9.125	730	0.8355	0.6710	0.8355	0.9141
0.438	9.15	732	0.8488	0.6518	0.8488	0.9213
0.438	9.175	734	0.8579	0.6331	0.8579	0.9262
0.438	9.2	736	0.8567	0.6331	0.8567	0.9256
0.438	9.225	738	0.8466	0.6518	0.8466	0.9201
0.438	9.25	740	0.8322	0.6710	0.8322	0.9122
0.438	9.275	742	0.8133	0.6728	0.8133	0.9018
0.438	9.3	744	0.8000	0.6691	0.8000	0.8944
0.438	9.325	746	0.8000	0.6728	0.8000	0.8944
0.438	9.35	748	0.8021	0.6728	0.8021	0.8956
0.438	9.375	750	0.8099	0.6728	0.8099	0.8999
0.438	9.4	752	0.8161	0.6728	0.8161	0.9034
0.438	9.425	754	0.8211	0.6728	0.8211	0.9061
0.438	9.45	756	0.8219	0.6728	0.8219	0.9066
0.438	9.475	758	0.8209	0.6728	0.8209	0.9061
0.438	9.5	760	0.8185	0.6728	0.8185	0.9047
0.438	9.525	762	0.8177	0.6728	0.8177	0.9043
0.438	9.55	764	0.8174	0.6728	0.8174	0.9041
0.438	9.575	766	0.8149	0.6728	0.8149	0.9027
0.438	9.6	768	0.8102	0.6772	0.8102	0.9001
0.438	9.625	770	0.8067	0.6735	0.8067	0.8982
0.438	9.65	772	0.8031	0.6735	0.8031	0.8962
0.438	9.675	774	0.8021	0.6735	0.8021	0.8956
0.438	9.7	776	0.8020	0.6805	0.8020	0.8955
0.438	9.725	778	0.8001	0.6805	0.8001	0.8945
0.438	9.75	780	0.8005	0.6805	0.8005	0.8947
0.438	9.775	782	0.7996	0.6805	0.7996	0.8942
0.438	9.8	784	0.7997	0.6805	0.7997	0.8943
0.438	9.825	786	0.8011	0.6805	0.8011	0.8950
0.438	9.85	788	0.8032	0.6805	0.8032	0.8962
0.438	9.875	790	0.8039	0.6805	0.8039	0.8966
0.438	9.9	792	0.8048	0.6805	0.8048	0.8971
0.438	9.925	794	0.8052	0.6805	0.8052	0.8973
0.438	9.95	796	0.8050	0.6805	0.8050	0.8972
0.438	9.975	798	0.8046	0.6805	0.8046	0.8970
0.438	10.0	800	0.8044	0.6805	0.8044	0.8969

Framework versions

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