ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k13_task2_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: 0.8324
• Qwk: 0.5543
• Mse: 0.8324
• Rmse: 0.9124

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	4.2421	-0.0152	4.2421	2.0596
No log	0.0548	4	2.1092	0.0512	2.1092	1.4523
No log	0.0822	6	1.1188	0.0569	1.1188	1.0577
No log	0.1096	8	0.9041	-0.0455	0.9041	0.9508
No log	0.1370	10	0.7720	0.1770	0.7720	0.8786
No log	0.1644	12	0.7869	0.1146	0.7869	0.8871
No log	0.1918	14	0.7314	0.1895	0.7314	0.8552
No log	0.2192	16	0.7409	0.1404	0.7409	0.8607
No log	0.2466	18	0.7329	0.1442	0.7329	0.8561
No log	0.2740	20	0.6782	0.2014	0.6782	0.8236
No log	0.3014	22	0.6884	0.2080	0.6884	0.8297
No log	0.3288	24	0.6899	0.2207	0.6899	0.8306
No log	0.3562	26	0.6775	0.2418	0.6775	0.8231
No log	0.3836	28	0.6507	0.2587	0.6507	0.8066
No log	0.4110	30	0.6960	0.2061	0.6960	0.8343
No log	0.4384	32	0.7944	0.2807	0.7944	0.8913
No log	0.4658	34	0.7414	0.3111	0.7414	0.8611
No log	0.4932	36	0.6380	0.3760	0.6380	0.7987
No log	0.5205	38	0.5923	0.3360	0.5923	0.7696
No log	0.5479	40	0.6151	0.2708	0.6151	0.7843
No log	0.5753	42	0.7606	0.2771	0.7606	0.8721
No log	0.6027	44	0.6306	0.3448	0.6306	0.7941
No log	0.6301	46	0.5718	0.3755	0.5718	0.7561
No log	0.6575	48	0.6216	0.4913	0.6216	0.7884
No log	0.6849	50	0.5880	0.4949	0.5880	0.7668
No log	0.7123	52	0.6483	0.4842	0.6483	0.8052
No log	0.7397	54	0.9833	0.3097	0.9833	0.9916
No log	0.7671	56	0.8750	0.3091	0.8750	0.9354
No log	0.7945	58	0.6754	0.4132	0.6754	0.8218
No log	0.8219	60	0.5803	0.5150	0.5803	0.7618
No log	0.8493	62	0.6265	0.5245	0.6265	0.7915
No log	0.8767	64	0.5691	0.4731	0.5691	0.7544
No log	0.9041	66	0.5722	0.4918	0.5722	0.7564
No log	0.9315	68	0.6054	0.4823	0.6054	0.7781
No log	0.9589	70	0.6513	0.5078	0.6513	0.8071
No log	0.9863	72	0.6950	0.5129	0.6950	0.8337
No log	1.0137	74	0.7957	0.5172	0.7957	0.8920
No log	1.0411	76	0.7712	0.5154	0.7712	0.8782
No log	1.0685	78	0.7345	0.4963	0.7345	0.8571
No log	1.0959	80	0.7177	0.5088	0.7177	0.8472
No log	1.1233	82	0.6920	0.5257	0.6920	0.8319
No log	1.1507	84	0.8172	0.5316	0.8172	0.9040
No log	1.1781	86	0.8462	0.4759	0.8462	0.9199
No log	1.2055	88	0.6148	0.5198	0.6148	0.7841
No log	1.2329	90	0.7003	0.3880	0.7003	0.8369
No log	1.2603	92	0.6724	0.3847	0.6724	0.8200
No log	1.2877	94	0.5739	0.5004	0.5739	0.7576
No log	1.3151	96	1.0146	0.4167	1.0146	1.0073
No log	1.3425	98	1.3379	0.3656	1.3379	1.1567
No log	1.3699	100	1.0989	0.4541	1.0989	1.0483
No log	1.3973	102	0.6980	0.5364	0.6980	0.8355
No log	1.4247	104	0.7076	0.4850	0.7076	0.8412
No log	1.4521	106	0.6797	0.5102	0.6797	0.8245
No log	1.4795	108	0.9440	0.4863	0.9440	0.9716
No log	1.5068	110	1.2948	0.4163	1.2948	1.1379
No log	1.5342	112	1.2260	0.4007	1.2260	1.1072
No log	1.5616	114	0.8928	0.4578	0.8928	0.9449
No log	1.5890	116	0.7653	0.5214	0.7653	0.8748
No log	1.6164	118	0.7820	0.5289	0.7820	0.8843
No log	1.6438	120	0.7886	0.5214	0.7886	0.8880
No log	1.6712	122	0.8654	0.5228	0.8654	0.9302
No log	1.6986	124	0.9674	0.5082	0.9674	0.9836
No log	1.7260	126	1.2223	0.4765	1.2223	1.1056
No log	1.7534	128	1.2753	0.4711	1.2753	1.1293
No log	1.7808	130	0.9563	0.4937	0.9563	0.9779
No log	1.8082	132	0.7437	0.5378	0.7437	0.8624
No log	1.8356	134	0.8834	0.4995	0.8834	0.9399
No log	1.8630	136	0.8918	0.4995	0.8918	0.9443
No log	1.8904	138	0.7579	0.5053	0.7579	0.8706
No log	1.9178	140	1.0206	0.5359	1.0206	1.0102
No log	1.9452	142	1.2826	0.4555	1.2826	1.1325
No log	1.9726	144	1.0771	0.4984	1.0771	1.0378
No log	2.0	146	0.8257	0.5284	0.8257	0.9087
No log	2.0274	148	0.7744	0.5294	0.7744	0.8800
No log	2.0548	150	0.7676	0.5359	0.7676	0.8761
No log	2.0822	152	0.7872	0.5910	0.7872	0.8873
No log	2.1096	154	0.8785	0.54	0.8785	0.9373
No log	2.1370	156	0.9011	0.5023	0.9011	0.9492
No log	2.1644	158	0.8695	0.5569	0.8695	0.9324
No log	2.1918	160	0.8799	0.5012	0.8799	0.9380
No log	2.2192	162	0.9597	0.4856	0.9597	0.9797
No log	2.2466	164	0.9816	0.5195	0.9816	0.9908
No log	2.2740	166	1.2485	0.4568	1.2485	1.1174
No log	2.3014	168	1.7938	0.3724	1.7938	1.3393
No log	2.3288	170	1.7627	0.3495	1.7627	1.3277
No log	2.3562	172	1.2953	0.3804	1.2953	1.1381
No log	2.3836	174	0.7714	0.5515	0.7714	0.8783
No log	2.4110	176	0.6365	0.5608	0.6365	0.7978
No log	2.4384	178	0.6294	0.5577	0.6294	0.7933
No log	2.4658	180	0.7167	0.5572	0.7167	0.8466
No log	2.4932	182	0.8662	0.5582	0.8662	0.9307
No log	2.5205	184	1.0356	0.4930	1.0356	1.0176
No log	2.5479	186	1.1789	0.4827	1.1789	1.0858
No log	2.5753	188	1.3201	0.4597	1.3201	1.1490
No log	2.6027	190	1.1444	0.4849	1.1444	1.0698
No log	2.6301	192	1.0868	0.5009	1.0868	1.0425
No log	2.6575	194	1.1584	0.4748	1.1584	1.0763
No log	2.6849	196	1.2044	0.4744	1.2044	1.0974
No log	2.7123	198	1.1532	0.5002	1.1532	1.0739
No log	2.7397	200	1.2993	0.4315	1.2993	1.1399
No log	2.7671	202	1.1806	0.4691	1.1806	1.0866
No log	2.7945	204	1.0857	0.4858	1.0857	1.0420
No log	2.8219	206	0.9406	0.5031	0.9406	0.9698
No log	2.8493	208	1.0283	0.4826	1.0283	1.0141
No log	2.8767	210	1.4159	0.3590	1.4159	1.1899
No log	2.9041	212	1.6849	0.3455	1.6849	1.2980
No log	2.9315	214	1.5028	0.3600	1.5028	1.2259
No log	2.9589	216	1.1936	0.3942	1.1936	1.0925
No log	2.9863	218	0.9323	0.5336	0.9323	0.9656
No log	3.0137	220	0.7178	0.5706	0.7178	0.8472
No log	3.0411	222	0.6864	0.5473	0.6864	0.8285
No log	3.0685	224	0.7470	0.5530	0.7470	0.8643
No log	3.0959	226	0.8840	0.5482	0.8840	0.9402
No log	3.1233	228	1.0682	0.4988	1.0682	1.0335
No log	3.1507	230	1.0229	0.5072	1.0229	1.0114
No log	3.1781	232	0.8268	0.5374	0.8268	0.9093
No log	3.2055	234	0.7989	0.5700	0.7989	0.8938
No log	3.2329	236	0.8782	0.5452	0.8782	0.9371
No log	3.2603	238	1.1297	0.4670	1.1297	1.0629
No log	3.2877	240	1.2590	0.4541	1.2590	1.1221
No log	3.3151	242	1.1482	0.4502	1.1482	1.0715
No log	3.3425	244	1.0642	0.4416	1.0642	1.0316
No log	3.3699	246	0.9366	0.4918	0.9366	0.9678
No log	3.3973	248	0.8912	0.5259	0.8912	0.9440
No log	3.4247	250	0.8993	0.5092	0.8993	0.9483
No log	3.4521	252	0.7912	0.5462	0.7912	0.8895
No log	3.4795	254	0.6999	0.5678	0.6999	0.8366
No log	3.5068	256	0.6922	0.5738	0.6922	0.8320
No log	3.5342	258	0.7488	0.5313	0.7488	0.8653
No log	3.5616	260	0.6995	0.5704	0.6995	0.8363
No log	3.5890	262	0.7204	0.5743	0.7204	0.8488
No log	3.6164	264	0.7579	0.5599	0.7579	0.8706
No log	3.6438	266	0.7453	0.5503	0.7453	0.8633
No log	3.6712	268	0.8802	0.5469	0.8802	0.9382
No log	3.6986	270	0.9347	0.5198	0.9347	0.9668
No log	3.7260	272	0.9041	0.5462	0.9041	0.9509
No log	3.7534	274	0.9782	0.4688	0.9782	0.9891
No log	3.7808	276	1.0847	0.4728	1.0847	1.0415
No log	3.8082	278	0.9741	0.4699	0.9741	0.9870
No log	3.8356	280	0.8039	0.5626	0.8039	0.8966
No log	3.8630	282	0.6992	0.5395	0.6992	0.8362
No log	3.8904	284	0.6733	0.5562	0.6733	0.8206
No log	3.9178	286	0.7078	0.5504	0.7078	0.8413
No log	3.9452	288	0.8144	0.5450	0.8144	0.9025
No log	3.9726	290	0.9239	0.5230	0.9239	0.9612
No log	4.0	292	0.8983	0.5320	0.8983	0.9478
No log	4.0274	294	0.8287	0.5286	0.8287	0.9103
No log	4.0548	296	0.7662	0.5179	0.7662	0.8753
No log	4.0822	298	0.7526	0.5188	0.7526	0.8675
No log	4.1096	300	0.7347	0.5166	0.7347	0.8572
No log	4.1370	302	0.8174	0.5422	0.8174	0.9041
No log	4.1644	304	0.9810	0.4885	0.9810	0.9905
No log	4.1918	306	0.9052	0.4962	0.9052	0.9514
No log	4.2192	308	0.7496	0.5424	0.7496	0.8658
No log	4.2466	310	0.6496	0.5315	0.6496	0.8059
No log	4.2740	312	0.6542	0.5419	0.6542	0.8088
No log	4.3014	314	0.6737	0.5329	0.6737	0.8208
No log	4.3288	316	0.6502	0.5319	0.6502	0.8064
No log	4.3562	318	0.6760	0.5290	0.6760	0.8222
No log	4.3836	320	0.7586	0.5227	0.7586	0.8710
No log	4.4110	322	0.8736	0.5053	0.8736	0.9347
No log	4.4384	324	0.9240	0.4810	0.9240	0.9613
No log	4.4658	326	0.8732	0.5060	0.8732	0.9345
No log	4.4932	328	0.8898	0.5115	0.8898	0.9433
No log	4.5205	330	0.8206	0.5033	0.8206	0.9059
No log	4.5479	332	0.7492	0.5630	0.7492	0.8656
No log	4.5753	334	0.7549	0.5670	0.7549	0.8688
No log	4.6027	336	0.7633	0.5529	0.7633	0.8737
No log	4.6301	338	0.8646	0.5126	0.8646	0.9298
No log	4.6575	340	0.8737	0.4990	0.8737	0.9347
No log	4.6849	342	0.9057	0.5038	0.9057	0.9517
No log	4.7123	344	0.9271	0.4903	0.9271	0.9629
No log	4.7397	346	0.9532	0.4996	0.9532	0.9763
No log	4.7671	348	0.8860	0.5038	0.8860	0.9413
No log	4.7945	350	0.7421	0.5372	0.7421	0.8614
No log	4.8219	352	0.6942	0.5618	0.6942	0.8332
No log	4.8493	354	0.7140	0.5372	0.7140	0.8450
No log	4.8767	356	0.8073	0.5499	0.8073	0.8985
No log	4.9041	358	0.8803	0.5485	0.8803	0.9383
No log	4.9315	360	0.8704	0.5366	0.8704	0.9329
No log	4.9589	362	0.7833	0.54	0.7833	0.8851
No log	4.9863	364	0.6801	0.5785	0.6801	0.8247
No log	5.0137	366	0.6927	0.4934	0.6927	0.8323
No log	5.0411	368	0.7183	0.5	0.7183	0.8475
No log	5.0685	370	0.7219	0.5223	0.7219	0.8497
No log	5.0959	372	0.7556	0.5747	0.7556	0.8692
No log	5.1233	374	0.7327	0.5750	0.7327	0.8560
No log	5.1507	376	0.6965	0.5677	0.6965	0.8346
No log	5.1781	378	0.6431	0.5624	0.6431	0.8019
No log	5.2055	380	0.6156	0.5208	0.6156	0.7846
No log	5.2329	382	0.6071	0.5350	0.6071	0.7792
No log	5.2603	384	0.6480	0.5969	0.6480	0.8050
No log	5.2877	386	0.7259	0.5486	0.7259	0.8520
No log	5.3151	388	0.7711	0.5473	0.7711	0.8781
No log	5.3425	390	0.7545	0.5473	0.7545	0.8686
No log	5.3699	392	0.7411	0.5874	0.7411	0.8609
No log	5.3973	394	0.7722	0.5761	0.7722	0.8787
No log	5.4247	396	0.7798	0.5376	0.7798	0.8831
No log	5.4521	398	0.8254	0.5485	0.8254	0.9085
No log	5.4795	400	0.8981	0.5181	0.8981	0.9477
No log	5.5068	402	0.9899	0.5027	0.9899	0.9950
No log	5.5342	404	1.0011	0.5027	1.0011	1.0006
No log	5.5616	406	1.0158	0.5163	1.0158	1.0079
No log	5.5890	408	0.9788	0.5163	0.9788	0.9893
No log	5.6164	410	0.9538	0.5310	0.9538	0.9766
No log	5.6438	412	0.8710	0.5218	0.8710	0.9333
No log	5.6712	414	0.7951	0.5544	0.7951	0.8917
No log	5.6986	416	0.7163	0.5346	0.7163	0.8464
No log	5.7260	418	0.6769	0.5491	0.6769	0.8227
No log	5.7534	420	0.6863	0.5547	0.6863	0.8284
No log	5.7808	422	0.7410	0.5530	0.7410	0.8608
No log	5.8082	424	0.8584	0.5143	0.8584	0.9265
No log	5.8356	426	0.9551	0.5118	0.9551	0.9773
No log	5.8630	428	0.9638	0.5160	0.9638	0.9818
No log	5.8904	430	0.8884	0.5171	0.8884	0.9425
No log	5.9178	432	0.8505	0.4964	0.8505	0.9222
No log	5.9452	434	0.7922	0.5174	0.7922	0.8901
No log	5.9726	436	0.7765	0.5519	0.7765	0.8812
No log	6.0	438	0.8185	0.5308	0.8185	0.9047
No log	6.0274	440	0.9084	0.5283	0.9084	0.9531
No log	6.0548	442	0.9587	0.5229	0.9587	0.9791
No log	6.0822	444	0.8894	0.5233	0.8894	0.9431
No log	6.1096	446	0.7756	0.5558	0.7756	0.8807
No log	6.1370	448	0.7336	0.5532	0.7336	0.8565
No log	6.1644	450	0.6898	0.5574	0.6898	0.8305
No log	6.1918	452	0.6626	0.5863	0.6626	0.8140
No log	6.2192	454	0.6650	0.5921	0.6650	0.8155
No log	6.2466	456	0.7091	0.5530	0.7091	0.8421
No log	6.2740	458	0.8145	0.5432	0.8145	0.9025
No log	6.3014	460	0.9461	0.5248	0.9461	0.9727
No log	6.3288	462	1.0033	0.5225	1.0033	1.0017
No log	6.3562	464	0.9422	0.5301	0.9422	0.9707
No log	6.3836	466	0.8697	0.5350	0.8697	0.9326
No log	6.4110	468	0.8302	0.5634	0.8302	0.9111
No log	6.4384	470	0.8449	0.5433	0.8449	0.9192
No log	6.4658	472	0.9255	0.5187	0.9255	0.9620
No log	6.4932	474	1.0270	0.5151	1.0270	1.0134
No log	6.5205	476	1.0013	0.5263	1.0013	1.0007
No log	6.5479	478	0.9323	0.5265	0.9323	0.9656
No log	6.5753	480	0.9040	0.5330	0.9040	0.9508
No log	6.6027	482	0.8871	0.5350	0.8871	0.9419
No log	6.6301	484	0.9390	0.5256	0.9390	0.9690
No log	6.6575	486	1.0055	0.5118	1.0055	1.0027
No log	6.6849	488	1.0343	0.4852	1.0343	1.0170
No log	6.7123	490	1.0665	0.4670	1.0665	1.0327
No log	6.7397	492	0.9904	0.5229	0.9904	0.9952
No log	6.7671	494	0.8535	0.5568	0.8535	0.9239
No log	6.7945	496	0.7967	0.5412	0.7967	0.8926
No log	6.8219	498	0.8101	0.5440	0.8101	0.9000
0.4867	6.8493	500	0.8854	0.5482	0.8854	0.9409
0.4867	6.8767	502	1.0128	0.5252	1.0128	1.0064
0.4867	6.9041	504	1.1415	0.4277	1.1415	1.0684
0.4867	6.9315	506	1.1208	0.4502	1.1208	1.0587
0.4867	6.9589	508	1.0027	0.5208	1.0027	1.0014
0.4867	6.9863	510	0.8456	0.5516	0.8456	0.9195
0.4867	7.0137	512	0.7124	0.5530	0.7124	0.8440
0.4867	7.0411	514	0.6782	0.5741	0.6782	0.8235
0.4867	7.0685	516	0.6987	0.5738	0.6987	0.8359
0.4867	7.0959	518	0.7417	0.5656	0.7417	0.8612
0.4867	7.1233	520	0.8253	0.5724	0.8253	0.9085
0.4867	7.1507	522	0.9452	0.5340	0.9452	0.9722
0.4867	7.1781	524	1.0137	0.5124	1.0137	1.0068
0.4867	7.2055	526	0.9868	0.5131	0.9868	0.9934
0.4867	7.2329	528	0.9039	0.5568	0.9039	0.9507
0.4867	7.2603	530	0.8528	0.5724	0.8528	0.9235
0.4867	7.2877	532	0.8076	0.5598	0.8076	0.8987
0.4867	7.3151	534	0.7755	0.5612	0.7755	0.8806
0.4867	7.3425	536	0.7688	0.5390	0.7688	0.8768
0.4867	7.3699	538	0.7492	0.5387	0.7493	0.8656
0.4867	7.3973	540	0.7676	0.5557	0.7676	0.8761
0.4867	7.4247	542	0.7793	0.5598	0.7793	0.8828
0.4867	7.4521	544	0.7666	0.5557	0.7666	0.8755
0.4867	7.4795	546	0.7416	0.5557	0.7416	0.8612
0.4867	7.5068	548	0.7573	0.5557	0.7573	0.8702
0.4867	7.5342	550	0.8009	0.5638	0.8009	0.8949
0.4867	7.5616	552	0.8164	0.5638	0.8164	0.9036
0.4867	7.5890	554	0.8507	0.5581	0.8507	0.9223
0.4867	7.6164	556	0.8781	0.5506	0.8781	0.9371
0.4867	7.6438	558	0.8836	0.5356	0.8836	0.9400
0.4867	7.6712	560	0.8590	0.5344	0.8590	0.9268
0.4867	7.6986	562	0.8603	0.5344	0.8603	0.9275
0.4867	7.7260	564	0.8196	0.5416	0.8196	0.9053
0.4867	7.7534	566	0.8042	0.5544	0.8042	0.8968
0.4867	7.7808	568	0.7981	0.5544	0.7981	0.8934
0.4867	7.8082	570	0.7807	0.5518	0.7807	0.8836
0.4867	7.8356	572	0.7949	0.5544	0.7949	0.8916
0.4867	7.8630	574	0.8246	0.5544	0.8246	0.9081
0.4867	7.8904	576	0.8194	0.5698	0.8194	0.9052
0.4867	7.9178	578	0.7835	0.5504	0.7835	0.8851
0.4867	7.9452	580	0.7273	0.5433	0.7273	0.8528
0.4867	7.9726	582	0.6765	0.5617	0.6765	0.8225
0.4867	8.0	584	0.6655	0.5839	0.6655	0.8158
0.4867	8.0274	586	0.6654	0.5839	0.6654	0.8157
0.4867	8.0548	588	0.6893	0.5617	0.6893	0.8302
0.4867	8.0822	590	0.7441	0.5433	0.7441	0.8626
0.4867	8.1096	592	0.7864	0.5504	0.7864	0.8868
0.4867	8.1370	594	0.8255	0.5595	0.8255	0.9086
0.4867	8.1644	596	0.8401	0.5595	0.8401	0.9166
0.4867	8.1918	598	0.8513	0.5391	0.8513	0.9227
0.4867	8.2192	600	0.8729	0.5391	0.8729	0.9343
0.4867	8.2466	602	0.8810	0.5555	0.8810	0.9386
0.4867	8.2740	604	0.8536	0.5391	0.8536	0.9239
0.4867	8.3014	606	0.8084	0.5426	0.8084	0.8991
0.4867	8.3288	608	0.7623	0.5464	0.7623	0.8731
0.4867	8.3562	610	0.7465	0.5435	0.7465	0.8640
0.4867	8.3836	612	0.7330	0.5403	0.7330	0.8561
0.4867	8.4110	614	0.7360	0.5403	0.7360	0.8579
0.4867	8.4384	616	0.7539	0.5474	0.7539	0.8683
0.4867	8.4658	618	0.7877	0.5516	0.7877	0.8875
0.4867	8.4932	620	0.7909	0.5516	0.7909	0.8893
0.4867	8.5205	622	0.8096	0.5543	0.8096	0.8998
0.4867	8.5479	624	0.8405	0.5451	0.8405	0.9168
0.4867	8.5753	626	0.8438	0.5451	0.8438	0.9186
0.4867	8.6027	628	0.8370	0.5451	0.8370	0.9149
0.4867	8.6301	630	0.8106	0.5542	0.8106	0.9003
0.4867	8.6575	632	0.7948	0.5676	0.7948	0.8915
0.4867	8.6849	634	0.7776	0.5653	0.7776	0.8818
0.4867	8.7123	636	0.7493	0.5474	0.7493	0.8656
0.4867	8.7397	638	0.7291	0.5387	0.7291	0.8539
0.4867	8.7671	640	0.7152	0.5387	0.7152	0.8457
0.4867	8.7945	642	0.7173	0.5387	0.7173	0.8469
0.4867	8.8219	644	0.7262	0.5444	0.7262	0.8522
0.4867	8.8493	646	0.7506	0.5474	0.7506	0.8664
0.4867	8.8767	648	0.7721	0.5653	0.7721	0.8787
0.4867	8.9041	650	0.7953	0.5676	0.7953	0.8918
0.4867	8.9315	652	0.8135	0.5647	0.8135	0.9020
0.4867	8.9589	654	0.8363	0.5647	0.8363	0.9145
0.4867	8.9863	656	0.8365	0.5747	0.8365	0.9146
0.4867	9.0137	658	0.8302	0.5581	0.8302	0.9112
0.4867	9.0411	660	0.8322	0.5581	0.8322	0.9123
0.4867	9.0685	662	0.8400	0.5581	0.8400	0.9165
0.4867	9.0959	664	0.8400	0.5581	0.8400	0.9165
0.4867	9.1233	666	0.8266	0.5581	0.8266	0.9092
0.4867	9.1507	668	0.8165	0.5556	0.8165	0.9036
0.4867	9.1781	670	0.8083	0.5504	0.8083	0.8991
0.4867	9.2055	672	0.8121	0.5504	0.8121	0.9011
0.4867	9.2329	674	0.8261	0.5595	0.8261	0.9089
0.4867	9.2603	676	0.8381	0.5618	0.8381	0.9155
0.4867	9.2877	678	0.8437	0.5618	0.8437	0.9185
0.4867	9.3151	680	0.8648	0.5543	0.8648	0.9300
0.4867	9.3425	682	0.8812	0.5422	0.8812	0.9387
0.4867	9.3699	684	0.8950	0.5422	0.8950	0.9461
0.4867	9.3973	686	0.9049	0.5387	0.9049	0.9512
0.4867	9.4247	688	0.9011	0.5579	0.9011	0.9493
0.4867	9.4521	690	0.8872	0.5422	0.8872	0.9419
0.4867	9.4795	692	0.8737	0.5543	0.8737	0.9347
0.4867	9.5068	694	0.8599	0.5543	0.8599	0.9273
0.4867	9.5342	696	0.8510	0.5618	0.8510	0.9225
0.4867	9.5616	698	0.8392	0.5581	0.8392	0.9161
0.4867	9.5890	700	0.8251	0.5543	0.8251	0.9083
0.4867	9.6164	702	0.8176	0.5543	0.8176	0.9042
0.4867	9.6438	704	0.8130	0.5556	0.8130	0.9017
0.4867	9.6712	706	0.8128	0.5556	0.8128	0.9016
0.4867	9.6986	708	0.8144	0.5556	0.8144	0.9024
0.4867	9.7260	710	0.8165	0.5543	0.8165	0.9036
0.4867	9.7534	712	0.8202	0.5543	0.8202	0.9056
0.4867	9.7808	714	0.8241	0.5543	0.8241	0.9078
0.4867	9.8082	716	0.8263	0.5543	0.8263	0.9090
0.4867	9.8356	718	0.8319	0.5543	0.8319	0.9121
0.4867	9.8630	720	0.8351	0.5581	0.8351	0.9138
0.4867	9.8904	722	0.8357	0.5581	0.8357	0.9142
0.4867	9.9178	724	0.8347	0.5581	0.8347	0.9136
0.4867	9.9452	726	0.8333	0.5543	0.8333	0.9129
0.4867	9.9726	728	0.8329	0.5543	0.8329	0.9126
0.4867	10.0	730	0.8324	0.5543	0.8324	0.9124

Framework versions

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