ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k13_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: 0.8596
• Qwk: 0.6542
• Mse: 0.8596
• Rmse: 0.9272

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	0.0274	2	5.2372	-0.0030	5.2372	2.2885
No log	0.0548	4	3.3262	0.0688	3.3262	1.8238
No log	0.0822	6	1.9148	0.0695	1.9148	1.3838
No log	0.1096	8	1.3509	0.2598	1.3509	1.1623
No log	0.1370	10	1.2474	0.1818	1.2474	1.1169
No log	0.1644	12	1.5273	0.0783	1.5273	1.2358
No log	0.1918	14	1.5786	0.0568	1.5786	1.2564
No log	0.2192	16	1.1417	0.3112	1.1417	1.0685
No log	0.2466	18	1.1695	0.4189	1.1695	1.0814
No log	0.2740	20	1.1322	0.4542	1.1322	1.0641
No log	0.3014	22	1.0343	0.5060	1.0343	1.0170
No log	0.3288	24	1.3543	0.4036	1.3543	1.1638
No log	0.3562	26	1.3824	0.4025	1.3824	1.1758
No log	0.3836	28	1.1733	0.4445	1.1733	1.0832
No log	0.4110	30	1.0595	0.4490	1.0595	1.0293
No log	0.4384	32	1.1963	0.4163	1.1963	1.0938
No log	0.4658	34	0.9352	0.5241	0.9352	0.9670
No log	0.4932	36	0.9740	0.5134	0.9740	0.9869
No log	0.5205	38	1.0048	0.4788	1.0048	1.0024
No log	0.5479	40	0.8984	0.5156	0.8984	0.9478
No log	0.5753	42	0.9035	0.5331	0.9035	0.9505
No log	0.6027	44	0.9897	0.5176	0.9897	0.9948
No log	0.6301	46	0.8992	0.5047	0.8992	0.9483
No log	0.6575	48	0.8376	0.4824	0.8376	0.9152
No log	0.6849	50	0.8319	0.5363	0.8319	0.9121
No log	0.7123	52	0.8188	0.5451	0.8188	0.9049
No log	0.7397	54	0.8338	0.5653	0.8338	0.9131
No log	0.7671	56	1.0664	0.4937	1.0664	1.0326
No log	0.7945	58	1.1879	0.4818	1.1879	1.0899
No log	0.8219	60	0.9099	0.5699	0.9099	0.9539
No log	0.8493	62	0.7691	0.6228	0.7691	0.8770
No log	0.8767	64	0.7831	0.6309	0.7831	0.8849
No log	0.9041	66	1.0741	0.5686	1.0741	1.0364
No log	0.9315	68	1.1215	0.5702	1.1215	1.0590
No log	0.9589	70	0.7978	0.6676	0.7978	0.8932
No log	0.9863	72	0.7398	0.6967	0.7398	0.8601
No log	1.0137	74	0.8520	0.6532	0.8520	0.9231
No log	1.0411	76	0.7774	0.7245	0.7774	0.8817
No log	1.0685	78	0.8586	0.6877	0.8586	0.9266
No log	1.0959	80	1.1084	0.5799	1.1084	1.0528
No log	1.1233	82	1.0777	0.6134	1.0777	1.0381
No log	1.1507	84	0.8662	0.6752	0.8662	0.9307
No log	1.1781	86	0.8265	0.6869	0.8265	0.9091
No log	1.2055	88	0.8412	0.6837	0.8412	0.9172
No log	1.2329	90	0.8962	0.6659	0.8962	0.9467
No log	1.2603	92	0.9305	0.6698	0.9305	0.9646
No log	1.2877	94	0.8317	0.6788	0.8317	0.9120
No log	1.3151	96	0.7461	0.6831	0.7461	0.8638
No log	1.3425	98	0.8063	0.6594	0.8063	0.8979
No log	1.3699	100	0.9380	0.6180	0.9380	0.9685
No log	1.3973	102	0.8482	0.6441	0.8482	0.9210
No log	1.4247	104	0.8471	0.6488	0.8471	0.9204
No log	1.4521	106	0.8578	0.6235	0.8578	0.9262
No log	1.4795	108	1.0126	0.6065	1.0126	1.0063
No log	1.5068	110	1.1561	0.6034	1.1561	1.0752
No log	1.5342	112	1.1185	0.6154	1.1185	1.0576
No log	1.5616	114	1.3110	0.5785	1.3110	1.1450
No log	1.5890	116	2.0175	0.4445	2.0175	1.4204
No log	1.6164	118	2.2439	0.4321	2.2439	1.4980
No log	1.6438	120	2.1154	0.4371	2.1154	1.4544
No log	1.6712	122	1.7701	0.5063	1.7701	1.3304
No log	1.6986	124	1.4421	0.5055	1.4421	1.2009
No log	1.7260	126	1.1193	0.5765	1.1193	1.0580
No log	1.7534	128	0.8109	0.6207	0.8109	0.9005
No log	1.7808	130	0.8090	0.6070	0.8090	0.8994
No log	1.8082	132	1.0835	0.5414	1.0835	1.0409
No log	1.8356	134	1.2898	0.5467	1.2898	1.1357
No log	1.8630	136	1.0677	0.5771	1.0677	1.0333
No log	1.8904	138	0.9537	0.6164	0.9537	0.9766
No log	1.9178	140	0.9084	0.6684	0.9084	0.9531
No log	1.9452	142	0.7975	0.6813	0.7975	0.8930
No log	1.9726	144	0.9174	0.6857	0.9174	0.9578
No log	2.0	146	1.2008	0.5955	1.2008	1.0958
No log	2.0274	148	1.4928	0.5536	1.4928	1.2218
No log	2.0548	150	1.8207	0.5171	1.8207	1.3493
No log	2.0822	152	1.5678	0.5588	1.5678	1.2521
No log	2.1096	154	1.2279	0.5943	1.2279	1.1081
No log	2.1370	156	0.9314	0.6893	0.9314	0.9651
No log	2.1644	158	0.7966	0.6895	0.7966	0.8925
No log	2.1918	160	0.7861	0.6997	0.7861	0.8866
No log	2.2192	162	0.8868	0.6748	0.8868	0.9417
No log	2.2466	164	0.9607	0.6591	0.9607	0.9802
No log	2.2740	166	0.8326	0.6755	0.8326	0.9125
No log	2.3014	168	0.7751	0.7022	0.7751	0.8804
No log	2.3288	170	0.7276	0.7150	0.7276	0.8530
No log	2.3562	172	0.6748	0.7011	0.6748	0.8214
No log	2.3836	174	0.6724	0.6866	0.6724	0.8200
No log	2.4110	176	0.7711	0.7093	0.7711	0.8781
No log	2.4384	178	1.1301	0.6117	1.1301	1.0630
No log	2.4658	180	1.1363	0.6117	1.1363	1.0660
No log	2.4932	182	1.1256	0.6338	1.1256	1.0609
No log	2.5205	184	0.9063	0.6915	0.9063	0.9520
No log	2.5479	186	0.7796	0.7355	0.7796	0.8830
No log	2.5753	188	0.8307	0.6911	0.8307	0.9115
No log	2.6027	190	0.9011	0.6621	0.9011	0.9493
No log	2.6301	192	0.9682	0.6482	0.9682	0.9840
No log	2.6575	194	0.8863	0.6654	0.8863	0.9414
No log	2.6849	196	0.8057	0.6899	0.8057	0.8976
No log	2.7123	198	0.8597	0.6748	0.8597	0.9272
No log	2.7397	200	0.9198	0.6724	0.9198	0.9591
No log	2.7671	202	1.1059	0.5902	1.1059	1.0516
No log	2.7945	204	1.2603	0.5979	1.2603	1.1226
No log	2.8219	206	1.1117	0.6167	1.1117	1.0544
No log	2.8493	208	0.9591	0.6845	0.9591	0.9794
No log	2.8767	210	0.7236	0.7653	0.7236	0.8506
No log	2.9041	212	0.6754	0.7322	0.6754	0.8218
No log	2.9315	214	0.7353	0.7528	0.7353	0.8575
No log	2.9589	216	1.0742	0.6180	1.0742	1.0364
No log	2.9863	218	1.3487	0.5834	1.3487	1.1614
No log	3.0137	220	1.2855	0.5879	1.2855	1.1338
No log	3.0411	222	0.9158	0.6463	0.9158	0.9570
No log	3.0685	224	0.8196	0.6948	0.8196	0.9053
No log	3.0959	226	0.9195	0.6318	0.9195	0.9589
No log	3.1233	228	1.1527	0.5708	1.1527	1.0737
No log	3.1507	230	1.1248	0.5695	1.1248	1.0605
No log	3.1781	232	0.9328	0.6398	0.9328	0.9658
No log	3.2055	234	0.7259	0.7554	0.7259	0.8520
No log	3.2329	236	0.7103	0.7640	0.7103	0.8428
No log	3.2603	238	0.7921	0.7111	0.7921	0.8900
No log	3.2877	240	1.1338	0.5975	1.1338	1.0648
No log	3.3151	242	1.3003	0.5699	1.3003	1.1403
No log	3.3425	244	1.1391	0.5798	1.1391	1.0673
No log	3.3699	246	0.8326	0.6629	0.8326	0.9125
No log	3.3973	248	0.6622	0.7445	0.6622	0.8138
No log	3.4247	250	0.6300	0.7618	0.6300	0.7938
No log	3.4521	252	0.6933	0.7532	0.6933	0.8327
No log	3.4795	254	0.9394	0.6364	0.9394	0.9692
No log	3.5068	256	1.1693	0.6059	1.1693	1.0814
No log	3.5342	258	1.0507	0.6072	1.0507	1.0251
No log	3.5616	260	0.9746	0.6306	0.9746	0.9872
No log	3.5890	262	0.9595	0.6243	0.9595	0.9795
No log	3.6164	264	1.0086	0.6229	1.0086	1.0043
No log	3.6438	266	0.9285	0.6449	0.9285	0.9636
No log	3.6712	268	0.9442	0.6371	0.9442	0.9717
No log	3.6986	270	1.0438	0.6312	1.0438	1.0217
No log	3.7260	272	1.1266	0.5703	1.1266	1.0614
No log	3.7534	274	1.0790	0.6058	1.0790	1.0388
No log	3.7808	276	0.9731	0.6210	0.9731	0.9864
No log	3.8082	278	0.9330	0.6263	0.9330	0.9659
No log	3.8356	280	0.9613	0.6291	0.9613	0.9804
No log	3.8630	282	0.8970	0.6621	0.8970	0.9471
No log	3.8904	284	0.8733	0.6564	0.8733	0.9345
No log	3.9178	286	0.9436	0.6438	0.9436	0.9714
No log	3.9452	288	0.8476	0.6256	0.8476	0.9207
No log	3.9726	290	0.7704	0.6583	0.7704	0.8777
No log	4.0	292	0.7926	0.6374	0.7926	0.8903
No log	4.0274	294	0.7902	0.6325	0.7902	0.8889
No log	4.0548	296	0.7701	0.6454	0.7701	0.8776
No log	4.0822	298	0.7950	0.6368	0.7950	0.8916
No log	4.1096	300	0.8713	0.6263	0.8713	0.9334
No log	4.1370	302	0.8188	0.6474	0.8188	0.9049
No log	4.1644	304	0.7284	0.6987	0.7284	0.8535
No log	4.1918	306	0.6696	0.7475	0.6696	0.8183
No log	4.2192	308	0.6897	0.7246	0.6897	0.8305
No log	4.2466	310	0.7973	0.6706	0.7973	0.8929
No log	4.2740	312	1.0272	0.6188	1.0272	1.0135
No log	4.3014	314	1.1737	0.5825	1.1737	1.0834
No log	4.3288	316	1.1459	0.5851	1.1459	1.0705
No log	4.3562	318	1.1144	0.5802	1.1144	1.0557
No log	4.3836	320	1.0495	0.6113	1.0495	1.0244
No log	4.4110	322	1.0700	0.6044	1.0700	1.0344
No log	4.4384	324	0.9739	0.6250	0.9739	0.9869
No log	4.4658	326	0.7701	0.7173	0.7701	0.8776
No log	4.4932	328	0.6948	0.7425	0.6948	0.8336
No log	4.5205	330	0.7421	0.7276	0.7421	0.8615
No log	4.5479	332	0.8610	0.6491	0.8610	0.9279
No log	4.5753	334	0.9323	0.6390	0.9323	0.9656
No log	4.6027	336	0.9035	0.6493	0.9035	0.9505
No log	4.6301	338	0.8222	0.6600	0.8222	0.9067
No log	4.6575	340	0.6993	0.7460	0.6993	0.8363
No log	4.6849	342	0.6835	0.7460	0.6835	0.8267
No log	4.7123	344	0.7143	0.7355	0.7143	0.8451
No log	4.7397	346	0.8445	0.6725	0.8445	0.9189
No log	4.7671	348	1.0826	0.6003	1.0826	1.0405
No log	4.7945	350	1.1127	0.5955	1.1127	1.0548
No log	4.8219	352	1.0456	0.5877	1.0456	1.0226
No log	4.8493	354	0.8187	0.6565	0.8187	0.9048
No log	4.8767	356	0.6825	0.7372	0.6825	0.8261
No log	4.9041	358	0.6981	0.7227	0.6981	0.8355
No log	4.9315	360	0.7868	0.6827	0.7868	0.8870
No log	4.9589	362	0.9742	0.6126	0.9742	0.9870
No log	4.9863	364	1.0791	0.5672	1.0791	1.0388
No log	5.0137	366	1.0764	0.5897	1.0764	1.0375
No log	5.0411	368	1.0884	0.6042	1.0884	1.0432
No log	5.0685	370	1.1081	0.6121	1.1081	1.0527
No log	5.0959	372	1.0611	0.6015	1.0611	1.0301
No log	5.1233	374	0.9949	0.6241	0.9949	0.9974
No log	5.1507	376	0.9129	0.6593	0.9129	0.9554
No log	5.1781	378	0.7974	0.6887	0.7974	0.8930
No log	5.2055	380	0.7277	0.7121	0.7277	0.8531
No log	5.2329	382	0.7707	0.6998	0.7707	0.8779
No log	5.2603	384	0.9323	0.6370	0.9323	0.9656
No log	5.2877	386	1.0855	0.6033	1.0855	1.0419
No log	5.3151	388	1.0614	0.6089	1.0614	1.0302
No log	5.3425	390	0.9218	0.6303	0.9218	0.9601
No log	5.3699	392	0.7800	0.6760	0.7800	0.8832
No log	5.3973	394	0.7243	0.7151	0.7243	0.8511
No log	5.4247	396	0.7146	0.7149	0.7146	0.8454
No log	5.4521	398	0.7811	0.7021	0.7811	0.8838
No log	5.4795	400	0.8709	0.6528	0.8709	0.9332
No log	5.5068	402	0.8334	0.6772	0.8334	0.9129
No log	5.5342	404	0.7523	0.7143	0.7523	0.8673
No log	5.5616	406	0.6933	0.7018	0.6933	0.8326
No log	5.5890	408	0.6602	0.7245	0.6602	0.8125
No log	5.6164	410	0.6592	0.7290	0.6592	0.8119
No log	5.6438	412	0.6603	0.7245	0.6603	0.8126
No log	5.6712	414	0.7253	0.7165	0.7253	0.8516
No log	5.6986	416	0.8635	0.6781	0.8635	0.9293
No log	5.7260	418	0.9230	0.6853	0.9230	0.9607
No log	5.7534	420	0.8415	0.6886	0.8415	0.9173
No log	5.7808	422	0.7181	0.7080	0.7181	0.8474
No log	5.8082	424	0.6947	0.7055	0.6947	0.8335
No log	5.8356	426	0.7203	0.7042	0.7203	0.8487
No log	5.8630	428	0.7867	0.6629	0.7867	0.8870
No log	5.8904	430	0.8724	0.6672	0.8724	0.9340
No log	5.9178	432	0.8972	0.6364	0.8972	0.9472
No log	5.9452	434	0.8144	0.6835	0.8144	0.9024
No log	5.9726	436	0.7113	0.6977	0.7113	0.8434
No log	6.0	438	0.7140	0.6959	0.7140	0.8450
No log	6.0274	440	0.7778	0.6939	0.7778	0.8819
No log	6.0548	442	0.8308	0.6966	0.8308	0.9115
No log	6.0822	444	0.8450	0.6745	0.8450	0.9192
No log	6.1096	446	0.7957	0.6700	0.7957	0.8920
No log	6.1370	448	0.7689	0.6729	0.7689	0.8769
No log	6.1644	450	0.7433	0.6729	0.7433	0.8622
No log	6.1918	452	0.7120	0.6753	0.7120	0.8438
No log	6.2192	454	0.7156	0.6753	0.7156	0.8459
No log	6.2466	456	0.7701	0.6637	0.7701	0.8775
No log	6.2740	458	0.8977	0.6432	0.8977	0.9474
No log	6.3014	460	0.9495	0.6235	0.9495	0.9744
No log	6.3288	462	0.9651	0.6125	0.9651	0.9824
No log	6.3562	464	0.9047	0.6447	0.9047	0.9512
No log	6.3836	466	0.7896	0.6637	0.7896	0.8886
No log	6.4110	468	0.7254	0.6823	0.7254	0.8517
No log	6.4384	470	0.7402	0.6823	0.7402	0.8603
No log	6.4658	472	0.8085	0.6802	0.8085	0.8992
No log	6.4932	474	0.9355	0.6397	0.9355	0.9672
No log	6.5205	476	0.9466	0.6482	0.9466	0.9729
No log	6.5479	478	0.8398	0.6751	0.8398	0.9164
No log	6.5753	480	0.7533	0.6857	0.7533	0.8680
No log	6.6027	482	0.7124	0.7050	0.7124	0.8440
No log	6.6301	484	0.7033	0.7093	0.7033	0.8386
No log	6.6575	486	0.7285	0.6892	0.7285	0.8535
No log	6.6849	488	0.8076	0.6861	0.8076	0.8987
No log	6.7123	490	0.9195	0.6330	0.9195	0.9589
No log	6.7397	492	0.9455	0.6323	0.9455	0.9724
No log	6.7671	494	0.8999	0.6176	0.8999	0.9487
No log	6.7945	496	0.7933	0.6703	0.7933	0.8907
No log	6.8219	498	0.7487	0.6684	0.7487	0.8653
0.4201	6.8493	500	0.7488	0.6816	0.7488	0.8653
0.4201	6.8767	502	0.7920	0.6773	0.7920	0.8899
0.4201	6.9041	504	0.8658	0.6560	0.8658	0.9305
0.4201	6.9315	506	0.9769	0.6177	0.9769	0.9884
0.4201	6.9589	508	1.0033	0.6264	1.0033	1.0017
0.4201	6.9863	510	0.9457	0.6424	0.9457	0.9725
0.4201	7.0137	512	0.8416	0.6644	0.8416	0.9174
0.4201	7.0411	514	0.8278	0.6644	0.8278	0.9099
0.4201	7.0685	516	0.8326	0.6644	0.8326	0.9125
0.4201	7.0959	518	0.8846	0.6406	0.8846	0.9405
0.4201	7.1233	520	0.8529	0.6602	0.8529	0.9235
0.4201	7.1507	522	0.8133	0.6831	0.8133	0.9018
0.4201	7.1781	524	0.8134	0.6831	0.8134	0.9019
0.4201	7.2055	526	0.8375	0.6720	0.8375	0.9152
0.4201	7.2329	528	0.8991	0.6304	0.8991	0.9482
0.4201	7.2603	530	0.9328	0.6291	0.9328	0.9658
0.4201	7.2877	532	0.9295	0.6291	0.9295	0.9641
0.4201	7.3151	534	0.8696	0.6420	0.8696	0.9325
0.4201	7.3425	536	0.7962	0.6700	0.7962	0.8923
0.4201	7.3699	538	0.7217	0.7044	0.7217	0.8495
0.4201	7.3973	540	0.7047	0.7123	0.7047	0.8395
0.4201	7.4247	542	0.7270	0.6959	0.7270	0.8526
0.4201	7.4521	544	0.7813	0.6861	0.7813	0.8839
0.4201	7.4795	546	0.8262	0.6760	0.8262	0.9090
0.4201	7.5068	548	0.8761	0.6447	0.8761	0.9360
0.4201	7.5342	550	0.9030	0.6344	0.9030	0.9502
0.4201	7.5616	552	0.8617	0.6880	0.8617	0.9283
0.4201	7.5890	554	0.8228	0.6966	0.8228	0.9071
0.4201	7.6164	556	0.8499	0.6763	0.8499	0.9219
0.4201	7.6438	558	0.8938	0.6590	0.8938	0.9454
0.4201	7.6712	560	0.8893	0.6590	0.8893	0.9430
0.4201	7.6986	562	0.8387	0.6747	0.8387	0.9158
0.4201	7.7260	564	0.7924	0.6788	0.7924	0.8902
0.4201	7.7534	566	0.7789	0.6902	0.7789	0.8825
0.4201	7.7808	568	0.7627	0.6909	0.7627	0.8734
0.4201	7.8082	570	0.7789	0.6975	0.7789	0.8825
0.4201	7.8356	572	0.7749	0.7016	0.7749	0.8803
0.4201	7.8630	574	0.7850	0.7097	0.7850	0.8860
0.4201	7.8904	576	0.8055	0.6955	0.8055	0.8975
0.4201	7.9178	578	0.8210	0.6955	0.8210	0.9061
0.4201	7.9452	580	0.8164	0.7060	0.8164	0.9035
0.4201	7.9726	582	0.8035	0.7097	0.8035	0.8964
0.4201	8.0	584	0.7973	0.7097	0.7973	0.8929
0.4201	8.0274	586	0.8155	0.6920	0.8155	0.9030
0.4201	8.0548	588	0.8519	0.6723	0.8519	0.9230
0.4201	8.0822	590	0.9072	0.6350	0.9072	0.9525
0.4201	8.1096	592	0.9027	0.6515	0.9027	0.9501
0.4201	8.1370	594	0.8466	0.6740	0.8466	0.9201
0.4201	8.1644	596	0.7930	0.7046	0.7930	0.8905
0.4201	8.1918	598	0.7718	0.6963	0.7718	0.8785
0.4201	8.2192	600	0.7683	0.6963	0.7683	0.8765
0.4201	8.2466	602	0.7831	0.7046	0.7831	0.8849
0.4201	8.2740	604	0.7889	0.7046	0.7889	0.8882
0.4201	8.3014	606	0.8061	0.7046	0.8061	0.8978
0.4201	8.3288	608	0.8277	0.6932	0.8277	0.9098
0.4201	8.3562	610	0.8779	0.6655	0.8779	0.9369
0.4201	8.3836	612	0.9207	0.6112	0.9207	0.9595
0.4201	8.4110	614	0.9176	0.6124	0.9176	0.9579
0.4201	8.4384	616	0.8740	0.6442	0.8740	0.9349
0.4201	8.4658	618	0.8262	0.6781	0.8262	0.9090
0.4201	8.4932	620	0.7670	0.6963	0.7670	0.8758
0.4201	8.5205	622	0.7129	0.6885	0.7129	0.8443
0.4201	8.5479	624	0.6956	0.6866	0.6956	0.8340
0.4201	8.5753	626	0.7069	0.6885	0.7069	0.8408
0.4201	8.6027	628	0.7283	0.6852	0.7283	0.8534
0.4201	8.6301	630	0.7407	0.6841	0.7407	0.8607
0.4201	8.6575	632	0.7607	0.6963	0.7607	0.8722
0.4201	8.6849	634	0.7933	0.6896	0.7933	0.8907
0.4201	8.7123	636	0.8569	0.6414	0.8569	0.9257
0.4201	8.7397	638	0.9027	0.6115	0.9027	0.9501
0.4201	8.7671	640	0.9144	0.6178	0.9144	0.9563
0.4201	8.7945	642	0.9295	0.6095	0.9295	0.9641
0.4201	8.8219	644	0.9132	0.6178	0.9132	0.9556
0.4201	8.8493	646	0.9015	0.6115	0.9015	0.9495
0.4201	8.8767	648	0.8838	0.6323	0.8838	0.9401
0.4201	8.9041	650	0.8736	0.6323	0.8736	0.9347
0.4201	8.9315	652	0.8508	0.6429	0.8508	0.9224
0.4201	8.9589	654	0.8386	0.6600	0.8386	0.9157
0.4201	8.9863	656	0.8403	0.6600	0.8403	0.9167
0.4201	9.0137	658	0.8375	0.6600	0.8375	0.9152
0.4201	9.0411	660	0.8461	0.6600	0.8461	0.9198
0.4201	9.0685	662	0.8658	0.6429	0.8658	0.9305
0.4201	9.0959	664	0.8825	0.6330	0.8825	0.9394
0.4201	9.1233	666	0.9101	0.6137	0.9101	0.9540
0.4201	9.1507	668	0.9099	0.6302	0.9099	0.9539
0.4201	9.1781	670	0.9098	0.6302	0.9098	0.9538
0.4201	9.2055	672	0.9024	0.6371	0.9024	0.9499
0.4201	9.2329	674	0.9027	0.6371	0.9027	0.9501
0.4201	9.2603	676	0.9059	0.6285	0.9059	0.9518
0.4201	9.2877	678	0.9057	0.6272	0.9057	0.9517
0.4201	9.3151	680	0.8991	0.6285	0.8991	0.9482
0.4201	9.3425	682	0.8961	0.6285	0.8961	0.9466
0.4201	9.3699	684	0.8960	0.6285	0.8960	0.9466
0.4201	9.3973	686	0.9059	0.6285	0.9059	0.9518
0.4201	9.4247	688	0.9195	0.6181	0.9195	0.9589
0.4201	9.4521	690	0.9189	0.6181	0.9189	0.9586
0.4201	9.4795	692	0.9130	0.6181	0.9130	0.9555
0.4201	9.5068	694	0.9102	0.6194	0.9102	0.9541
0.4201	9.5342	696	0.9128	0.6194	0.9128	0.9554
0.4201	9.5616	698	0.9131	0.6194	0.9131	0.9556
0.4201	9.5890	700	0.9084	0.6194	0.9084	0.9531
0.4201	9.6164	702	0.8960	0.6172	0.8960	0.9466
0.4201	9.6438	704	0.8821	0.6330	0.8821	0.9392
0.4201	9.6712	706	0.8803	0.6330	0.8803	0.9382
0.4201	9.6986	708	0.8814	0.6330	0.8814	0.9389
0.4201	9.7260	710	0.8844	0.6239	0.8844	0.9404
0.4201	9.7534	712	0.8886	0.6239	0.8886	0.9427
0.4201	9.7808	714	0.8847	0.6239	0.8847	0.9406
0.4201	9.8082	716	0.8807	0.6330	0.8807	0.9385
0.4201	9.8356	718	0.8768	0.6330	0.8768	0.9364
0.4201	9.8630	720	0.8702	0.6499	0.8702	0.9329
0.4201	9.8904	722	0.8646	0.6499	0.8646	0.9298
0.4201	9.9178	724	0.8618	0.6542	0.8618	0.9284
0.4201	9.9452	726	0.8606	0.6542	0.8606	0.9277
0.4201	9.9726	728	0.8597	0.6542	0.8597	0.9272
0.4201	10.0	730	0.8596	0.6542	0.8596	0.9272

Framework versions

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