ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k18_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: 0.8895
• Qwk: 0.6907
• Mse: 0.8895
• Rmse: 0.9431

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	0.0282	2	2.2799	0.0370	2.2799	1.5099
No log	0.0563	4	1.5818	0.1626	1.5818	1.2577
No log	0.0845	6	1.4825	0.1120	1.4825	1.2176
No log	0.1127	8	1.5519	0.2208	1.5519	1.2457
No log	0.1408	10	1.8153	0.2624	1.8153	1.3473
No log	0.1690	12	2.0691	0.2322	2.0691	1.4384
No log	0.1972	14	1.9458	0.2603	1.9458	1.3949
No log	0.2254	16	1.4862	0.2103	1.4862	1.2191
No log	0.2535	18	1.5155	0.2139	1.5155	1.2311
No log	0.2817	20	1.3223	0.3172	1.3223	1.1499
No log	0.3099	22	1.2619	0.3133	1.2619	1.1233
No log	0.3380	24	1.4336	0.3684	1.4336	1.1973
No log	0.3662	26	1.4067	0.3366	1.4067	1.1861
No log	0.3944	28	1.2567	0.2679	1.2567	1.1210
No log	0.4225	30	1.1295	0.3769	1.1295	1.0628
No log	0.4507	32	1.0869	0.4262	1.0869	1.0425
No log	0.4789	34	1.0677	0.4319	1.0677	1.0333
No log	0.5070	36	1.1167	0.4037	1.1167	1.0567
No log	0.5352	38	1.1233	0.4862	1.1233	1.0599
No log	0.5634	40	1.1673	0.4699	1.1673	1.0804
No log	0.5915	42	1.1099	0.5205	1.1099	1.0535
No log	0.6197	44	1.0282	0.5377	1.0282	1.0140
No log	0.6479	46	1.0101	0.4896	1.0101	1.0050
No log	0.6761	48	1.0019	0.5062	1.0019	1.0010
No log	0.7042	50	1.0816	0.5295	1.0816	1.0400
No log	0.7324	52	1.3517	0.5006	1.3517	1.1626
No log	0.7606	54	1.3421	0.5018	1.3421	1.1585
No log	0.7887	56	1.1414	0.4546	1.1414	1.0683
No log	0.8169	58	1.0141	0.4760	1.0141	1.0070
No log	0.8451	60	1.0275	0.4381	1.0275	1.0137
No log	0.8732	62	1.0048	0.4767	1.0048	1.0024
No log	0.9014	64	1.1401	0.4785	1.1401	1.0678
No log	0.9296	66	1.6614	0.4400	1.6614	1.2890
No log	0.9577	68	1.7935	0.4299	1.7935	1.3392
No log	0.9859	70	1.5888	0.4588	1.5888	1.2605
No log	1.0141	72	1.1873	0.4927	1.1873	1.0896
No log	1.0423	74	0.9897	0.4291	0.9897	0.9948
No log	1.0704	76	0.9858	0.4491	0.9858	0.9929
No log	1.0986	78	1.0274	0.3975	1.0274	1.0136
No log	1.1268	80	1.1989	0.5195	1.1989	1.0949
No log	1.1549	82	1.3040	0.5200	1.3040	1.1420
No log	1.1831	84	1.2285	0.5227	1.2285	1.1084
No log	1.2113	86	1.0726	0.5204	1.0726	1.0356
No log	1.2394	88	0.9333	0.5872	0.9333	0.9661
No log	1.2676	90	0.8859	0.5717	0.8859	0.9412
No log	1.2958	92	0.8912	0.5979	0.8912	0.9441
No log	1.3239	94	1.0058	0.5728	1.0058	1.0029
No log	1.3521	96	1.1223	0.6172	1.1223	1.0594
No log	1.3803	98	1.1681	0.6260	1.1681	1.0808
No log	1.4085	100	1.1879	0.6379	1.1879	1.0899
No log	1.4366	102	1.0572	0.6395	1.0572	1.0282
No log	1.4648	104	0.8404	0.6009	0.8404	0.9168
No log	1.4930	106	0.8867	0.6335	0.8867	0.9416
No log	1.5211	108	1.1850	0.6236	1.1850	1.0886
No log	1.5493	110	1.5866	0.5080	1.5866	1.2596
No log	1.5775	112	1.4348	0.5320	1.4348	1.1979
No log	1.6056	114	0.9776	0.6133	0.9776	0.9887
No log	1.6338	116	0.7623	0.6210	0.7623	0.8731
No log	1.6620	118	0.7494	0.6495	0.7494	0.8657
No log	1.6901	120	0.7496	0.6741	0.7496	0.8658
No log	1.7183	122	0.8282	0.6481	0.8282	0.9100
No log	1.7465	124	1.1345	0.6647	1.1345	1.0651
No log	1.7746	126	1.4199	0.5947	1.4199	1.1916
No log	1.8028	128	1.4758	0.5780	1.4758	1.2148
No log	1.8310	130	1.3693	0.5733	1.3693	1.1702
No log	1.8592	132	1.2738	0.5640	1.2738	1.1286
No log	1.8873	134	1.1284	0.5710	1.1284	1.0623
No log	1.9155	136	1.0526	0.6185	1.0526	1.0260
No log	1.9437	138	1.1309	0.5836	1.1309	1.0634
No log	1.9718	140	1.2399	0.5902	1.2399	1.1135
No log	2.0	142	1.1975	0.6069	1.1975	1.0943
No log	2.0282	144	1.2855	0.6170	1.2855	1.1338
No log	2.0563	146	1.2913	0.6200	1.2913	1.1364
No log	2.0845	148	1.2502	0.6157	1.2502	1.1181
No log	2.1127	150	1.0770	0.6770	1.0770	1.0378
No log	2.1408	152	0.8558	0.6749	0.8558	0.9251
No log	2.1690	154	0.9651	0.6764	0.9651	0.9824
No log	2.1972	156	1.1231	0.6543	1.1231	1.0598
No log	2.2254	158	1.2597	0.6361	1.2597	1.1224
No log	2.2535	160	1.1347	0.6487	1.1347	1.0652
No log	2.2817	162	0.9216	0.6868	0.9216	0.9600
No log	2.3099	164	0.8947	0.7098	0.8947	0.9459
No log	2.3380	166	0.8929	0.7129	0.8929	0.9450
No log	2.3662	168	0.9077	0.7129	0.9077	0.9527
No log	2.3944	170	1.2488	0.6321	1.2488	1.1175
No log	2.4225	172	1.2947	0.6226	1.2947	1.1378
No log	2.4507	174	1.3711	0.6051	1.3711	1.1709
No log	2.4789	176	1.1035	0.6643	1.1035	1.0505
No log	2.5070	178	0.9238	0.7007	0.9238	0.9611
No log	2.5352	180	0.8182	0.7103	0.8182	0.9045
No log	2.5634	182	0.8699	0.7060	0.8699	0.9327
No log	2.5915	184	0.9220	0.6963	0.9220	0.9602
No log	2.6197	186	0.9495	0.6804	0.9495	0.9744
No log	2.6479	188	1.0463	0.6295	1.0463	1.0229
No log	2.6761	190	0.9833	0.6677	0.9833	0.9916
No log	2.7042	192	0.8359	0.7180	0.8359	0.9143
No log	2.7324	194	0.8115	0.7129	0.8115	0.9008
No log	2.7606	196	0.8728	0.7200	0.8728	0.9342
No log	2.7887	198	1.0512	0.6762	1.0512	1.0253
No log	2.8169	200	1.2589	0.6016	1.2589	1.1220
No log	2.8451	202	1.1810	0.5952	1.1810	1.0867
No log	2.8732	204	1.1118	0.6165	1.1118	1.0544
No log	2.9014	206	1.0276	0.6317	1.0276	1.0137
No log	2.9296	208	0.8719	0.6795	0.8719	0.9337
No log	2.9577	210	0.9099	0.6798	0.9099	0.9539
No log	2.9859	212	1.2129	0.6570	1.2129	1.1013
No log	3.0141	214	1.3877	0.6129	1.3877	1.1780
No log	3.0423	216	1.1940	0.6668	1.1940	1.0927
No log	3.0704	218	0.9407	0.6877	0.9407	0.9699
No log	3.0986	220	0.8639	0.6922	0.8639	0.9295
No log	3.1268	222	1.0004	0.6634	1.0004	1.0002
No log	3.1549	224	0.9644	0.6618	0.9644	0.9820
No log	3.1831	226	0.7851	0.7123	0.7851	0.8860
No log	3.2113	228	0.7587	0.7143	0.7587	0.8710
No log	3.2394	230	0.8813	0.6947	0.8813	0.9388
No log	3.2676	232	0.9773	0.6755	0.9773	0.9886
No log	3.2958	234	1.0349	0.6591	1.0349	1.0173
No log	3.3239	236	1.1428	0.6338	1.1428	1.0690
No log	3.3521	238	1.0387	0.6413	1.0387	1.0192
No log	3.3803	240	0.8181	0.7002	0.8181	0.9045
No log	3.4085	242	0.7462	0.6854	0.7462	0.8639
No log	3.4366	244	0.7580	0.6785	0.7580	0.8707
No log	3.4648	246	0.8516	0.6894	0.8516	0.9228
No log	3.4930	248	0.8976	0.7018	0.8976	0.9474
No log	3.5211	250	0.8943	0.6932	0.8943	0.9457
No log	3.5493	252	0.8366	0.6854	0.8366	0.9147
No log	3.5775	254	0.9014	0.7020	0.9014	0.9494
No log	3.6056	256	0.9746	0.6824	0.9746	0.9872
No log	3.6338	258	1.0936	0.6340	1.0936	1.0458
No log	3.6620	260	1.0197	0.6582	1.0197	1.0098
No log	3.6901	262	0.8699	0.6957	0.8699	0.9327
No log	3.7183	264	0.8072	0.6893	0.8072	0.8984
No log	3.7465	266	0.8468	0.7027	0.8468	0.9202
No log	3.7746	268	0.9995	0.6566	0.9995	0.9997
No log	3.8028	270	1.0439	0.6555	1.0439	1.0217
No log	3.8310	272	0.8817	0.6982	0.8817	0.9390
No log	3.8592	274	0.7035	0.7161	0.7035	0.8387
No log	3.8873	276	0.6805	0.7291	0.6805	0.8250
No log	3.9155	278	0.6999	0.6977	0.6999	0.8366
No log	3.9437	280	0.8305	0.6807	0.8305	0.9113
No log	3.9718	282	1.0304	0.6648	1.0304	1.0151
No log	4.0	284	1.0189	0.6648	1.0189	1.0094
No log	4.0282	286	0.8684	0.6861	0.8684	0.9319
No log	4.0563	288	0.6933	0.6997	0.6933	0.8326
No log	4.0845	290	0.6589	0.7308	0.6589	0.8117
No log	4.1127	292	0.6889	0.7208	0.6889	0.8300
No log	4.1408	294	0.7857	0.6807	0.7857	0.8864
No log	4.1690	296	0.8806	0.6820	0.8806	0.9384
No log	4.1972	298	0.9035	0.6806	0.9035	0.9505
No log	4.2254	300	0.8820	0.6806	0.8820	0.9391
No log	4.2535	302	0.9168	0.6728	0.9168	0.9575
No log	4.2817	304	0.9265	0.6728	0.9265	0.9626
No log	4.3099	306	0.9260	0.6583	0.9260	0.9623
No log	4.3380	308	0.8763	0.6762	0.8763	0.9361
No log	4.3662	310	0.7927	0.6967	0.7927	0.8903
No log	4.3944	312	0.8300	0.6793	0.8300	0.9110
No log	4.4225	314	0.9434	0.6603	0.9434	0.9713
No log	4.4507	316	1.1180	0.6542	1.1180	1.0574
No log	4.4789	318	1.1418	0.6320	1.1418	1.0686
No log	4.5070	320	1.0291	0.6512	1.0291	1.0144
No log	4.5352	322	0.8639	0.6703	0.8639	0.9294
No log	4.5634	324	0.7983	0.6873	0.7983	0.8935
No log	4.5915	326	0.7720	0.6741	0.7720	0.8786
No log	4.6197	328	0.8519	0.6458	0.8519	0.9230
No log	4.6479	330	1.0198	0.6218	1.0198	1.0098
No log	4.6761	332	1.0996	0.5691	1.0996	1.0486
No log	4.7042	334	1.0584	0.5820	1.0584	1.0288
No log	4.7324	336	0.9490	0.6430	0.9490	0.9742
No log	4.7606	338	0.8070	0.6668	0.8070	0.8983
No log	4.7887	340	0.6968	0.7080	0.6968	0.8347
No log	4.8169	342	0.6905	0.7177	0.6905	0.8309
No log	4.8451	344	0.7776	0.7130	0.7776	0.8818
No log	4.8732	346	0.9854	0.6733	0.9854	0.9927
No log	4.9014	348	1.2085	0.6398	1.2085	1.0993
No log	4.9296	350	1.2199	0.6209	1.2199	1.1045
No log	4.9577	352	1.0428	0.6508	1.0428	1.0212
No log	4.9859	354	0.8203	0.6854	0.8203	0.9057
No log	5.0141	356	0.7465	0.6956	0.7465	0.8640
No log	5.0423	358	0.7612	0.6842	0.7612	0.8725
No log	5.0704	360	0.8501	0.6575	0.8501	0.9220
No log	5.0986	362	0.9992	0.6696	0.9992	0.9996
No log	5.1268	364	1.0525	0.6743	1.0525	1.0259
No log	5.1549	366	1.0181	0.6688	1.0181	1.0090
No log	5.1831	368	0.9661	0.6752	0.9661	0.9829
No log	5.2113	370	0.9917	0.6589	0.9917	0.9959
No log	5.2394	372	1.0743	0.6369	1.0743	1.0365
No log	5.2676	374	1.1307	0.6132	1.1307	1.0633
No log	5.2958	376	1.1281	0.6101	1.1281	1.0621
No log	5.3239	378	1.0769	0.6215	1.0769	1.0377
No log	5.3521	380	1.0346	0.6330	1.0346	1.0172
No log	5.3803	382	1.0474	0.6626	1.0474	1.0234
No log	5.4085	384	1.0448	0.6757	1.0448	1.0222
No log	5.4366	386	1.0896	0.6688	1.0896	1.0438
No log	5.4648	388	1.0435	0.6937	1.0435	1.0215
No log	5.4930	390	0.9165	0.7050	0.9165	0.9573
No log	5.5211	392	0.8775	0.7007	0.8775	0.9368
No log	5.5493	394	0.8522	0.7022	0.8522	0.9231
No log	5.5775	396	0.8370	0.7037	0.8370	0.9149
No log	5.6056	398	0.7942	0.6873	0.7942	0.8912
No log	5.6338	400	0.8204	0.7037	0.8204	0.9058
No log	5.6620	402	0.8180	0.7037	0.8180	0.9044
No log	5.6901	404	0.8833	0.6975	0.8833	0.9399
No log	5.7183	406	0.9505	0.6736	0.9505	0.9749
No log	5.7465	408	0.9490	0.6928	0.9490	0.9742
No log	5.7746	410	1.0163	0.6726	1.0163	1.0081
No log	5.8028	412	1.0909	0.6517	1.0909	1.0445
No log	5.8310	414	1.0595	0.6666	1.0595	1.0293
No log	5.8592	416	0.9378	0.6728	0.9378	0.9684
No log	5.8873	418	0.8473	0.7112	0.8473	0.9205
No log	5.9155	420	0.8151	0.7303	0.8151	0.9028
No log	5.9437	422	0.8276	0.7090	0.8276	0.9097
No log	5.9718	424	0.8818	0.6829	0.8818	0.9390
No log	6.0	426	0.9561	0.6712	0.9561	0.9778
No log	6.0282	428	0.9661	0.6672	0.9661	0.9829
No log	6.0563	430	0.9138	0.6801	0.9138	0.9559
No log	6.0845	432	0.9269	0.6885	0.9269	0.9627
No log	6.1127	434	1.0388	0.6644	1.0388	1.0192
No log	6.1408	436	1.0860	0.6594	1.0860	1.0421
No log	6.1690	438	1.0209	0.6873	1.0209	1.0104
No log	6.1972	440	0.9143	0.7064	0.9143	0.9562
No log	6.2254	442	0.8795	0.7164	0.8795	0.9378
No log	6.2535	444	0.8765	0.7191	0.8765	0.9362
No log	6.2817	446	0.8860	0.7051	0.8860	0.9413
No log	6.3099	448	0.8858	0.7044	0.8858	0.9412
No log	6.3380	450	0.8291	0.7158	0.8291	0.9105
No log	6.3662	452	0.7551	0.7202	0.7551	0.8690
No log	6.3944	454	0.7347	0.7166	0.7347	0.8572
No log	6.4225	456	0.7571	0.7128	0.7571	0.8701
No log	6.4507	458	0.7872	0.7143	0.7872	0.8872
No log	6.4789	460	0.8759	0.6985	0.8759	0.9359
No log	6.5070	462	0.9126	0.6964	0.9126	0.9553
No log	6.5352	464	0.9086	0.6960	0.9086	0.9532
No log	6.5634	466	0.8957	0.6967	0.8957	0.9464
No log	6.5915	468	0.8383	0.7022	0.8383	0.9156
No log	6.6197	470	0.8394	0.7022	0.8394	0.9162
No log	6.6479	472	0.8715	0.7102	0.8715	0.9335
No log	6.6761	474	0.8790	0.7084	0.8790	0.9375
No log	6.7042	476	0.8762	0.7084	0.8762	0.9361
No log	6.7324	478	0.8428	0.7081	0.8428	0.9180
No log	6.7606	480	0.8160	0.6965	0.8160	0.9033
No log	6.7887	482	0.8383	0.6923	0.8383	0.9156
No log	6.8169	484	0.8670	0.6923	0.8670	0.9312
No log	6.8451	486	0.8724	0.6958	0.8724	0.9340
No log	6.8732	488	0.8556	0.6958	0.8556	0.9250
No log	6.9014	490	0.8863	0.6958	0.8863	0.9414
No log	6.9296	492	0.8884	0.6958	0.8884	0.9426
No log	6.9577	494	0.8539	0.6883	0.8539	0.9241
No log	6.9859	496	0.8077	0.6836	0.8077	0.8987
No log	7.0141	498	0.7782	0.6836	0.7782	0.8821
0.3717	7.0423	500	0.7782	0.6800	0.7782	0.8821
0.3717	7.0704	502	0.8362	0.6842	0.8362	0.9144
0.3717	7.0986	504	0.9130	0.6921	0.9130	0.9555
0.3717	7.1268	506	0.9253	0.6921	0.9253	0.9619
0.3717	7.1549	508	0.9317	0.6903	0.9317	0.9652
0.3717	7.1831	510	0.8946	0.6853	0.8946	0.9458
0.3717	7.2113	512	0.8684	0.6942	0.8684	0.9319
0.3717	7.2394	514	0.8691	0.6859	0.8691	0.9322
0.3717	7.2676	516	0.8837	0.6859	0.8837	0.9401
0.3717	7.2958	518	0.8953	0.6823	0.8953	0.9462
0.3717	7.3239	520	0.9464	0.6756	0.9464	0.9728
0.3717	7.3521	522	1.0017	0.6664	1.0017	1.0008
0.3717	7.3803	524	0.9960	0.6664	0.9960	0.9980
0.3717	7.4085	526	0.9520	0.6798	0.9520	0.9757
0.3717	7.4366	528	0.8840	0.6937	0.8840	0.9402
0.3717	7.4648	530	0.8313	0.6759	0.8313	0.9118
0.3717	7.4930	532	0.8333	0.6759	0.8333	0.9128
0.3717	7.5211	534	0.8304	0.6759	0.8304	0.9113
0.3717	7.5493	536	0.8382	0.6749	0.8382	0.9155
0.3717	7.5775	538	0.8479	0.6836	0.8479	0.9208
0.3717	7.6056	540	0.8527	0.6842	0.8527	0.9234
0.3717	7.6338	542	0.8816	0.6824	0.8816	0.9389
0.3717	7.6620	544	0.9408	0.6870	0.9408	0.9700
0.3717	7.6901	546	1.0303	0.6560	1.0303	1.0151
0.3717	7.7183	548	1.0761	0.6444	1.0761	1.0374
0.3717	7.7465	550	1.0622	0.6499	1.0622	1.0306
0.3717	7.7746	552	1.0042	0.6540	1.0042	1.0021
0.3717	7.8028	554	0.9235	0.6644	0.9235	0.9610
0.3717	7.8310	556	0.8334	0.6822	0.8334	0.9129
0.3717	7.8592	558	0.7801	0.6705	0.7801	0.8832
0.3717	7.8873	560	0.7582	0.6705	0.7582	0.8707
0.3717	7.9155	562	0.7522	0.6797	0.7522	0.8673
0.3717	7.9437	564	0.7625	0.6886	0.7625	0.8732
0.3717	7.9718	566	0.7999	0.6998	0.7999	0.8943
0.3717	8.0	568	0.8750	0.6907	0.8750	0.9354
0.3717	8.0282	570	0.9731	0.6818	0.9731	0.9864
0.3717	8.0563	572	1.0807	0.6514	1.0807	1.0396
0.3717	8.0845	574	1.1530	0.6296	1.1530	1.0738
0.3717	8.1127	576	1.1569	0.6259	1.1569	1.0756
0.3717	8.1408	578	1.1116	0.6364	1.1116	1.0543
0.3717	8.1690	580	1.0792	0.6352	1.0792	1.0388
0.3717	8.1972	582	1.0186	0.6934	1.0186	1.0093
0.3717	8.2254	584	0.9471	0.6989	0.9471	0.9732
0.3717	8.2535	586	0.9007	0.6969	0.9007	0.9490
0.3717	8.2817	588	0.8499	0.6907	0.8499	0.9219
0.3717	8.3099	590	0.8417	0.6907	0.8417	0.9175
0.3717	8.3380	592	0.8515	0.6907	0.8515	0.9228
0.3717	8.3662	594	0.8798	0.6907	0.8798	0.9380
0.3717	8.3944	596	0.8913	0.6907	0.8913	0.9441
0.3717	8.4225	598	0.9149	0.6969	0.9149	0.9565
0.3717	8.4507	600	0.9235	0.6969	0.9235	0.9610
0.3717	8.4789	602	0.9282	0.6969	0.9282	0.9634
0.3717	8.5070	604	0.9474	0.7026	0.9474	0.9734
0.3717	8.5352	606	0.9839	0.7022	0.9839	0.9919
0.3717	8.5634	608	1.0190	0.6728	1.0190	1.0094
0.3717	8.5915	610	1.0130	0.6728	1.0130	1.0065
0.3717	8.6197	612	0.9947	0.6704	0.9947	0.9974
0.3717	8.6479	614	0.9479	0.7007	0.9479	0.9736
0.3717	8.6761	616	0.8917	0.6889	0.8917	0.9443
0.3717	8.7042	618	0.8494	0.6925	0.8494	0.9216
0.3717	8.7324	620	0.8340	0.6925	0.8340	0.9132
0.3717	8.7606	622	0.8295	0.6925	0.8295	0.9108
0.3717	8.7887	624	0.8433	0.6925	0.8433	0.9183
0.3717	8.8169	626	0.8526	0.6925	0.8526	0.9234
0.3717	8.8451	628	0.8673	0.6907	0.8673	0.9313
0.3717	8.8732	630	0.8990	0.6969	0.8990	0.9482
0.3717	8.9014	632	0.9240	0.7026	0.9240	0.9612
0.3717	8.9296	634	0.9448	0.7102	0.9448	0.9720
0.3717	8.9577	636	0.9754	0.7084	0.9754	0.9876
0.3717	8.9859	638	1.0027	0.7050	1.0027	1.0014
0.3717	9.0141	640	1.0363	0.6741	1.0363	1.0180
0.3717	9.0423	642	1.0579	0.6610	1.0579	1.0285
0.3717	9.0704	644	1.0538	0.6523	1.0538	1.0266
0.3717	9.0986	646	1.0316	0.6759	1.0316	1.0157
0.3717	9.1268	648	1.0020	0.6688	1.0020	1.0010
0.3717	9.1549	650	0.9841	0.6688	0.9841	0.9920
0.3717	9.1831	652	0.9648	0.6893	0.9648	0.9823
0.3717	9.2113	654	0.9431	0.6928	0.9431	0.9711
0.3717	9.2394	656	0.9275	0.6871	0.9275	0.9631
0.3717	9.2676	658	0.9180	0.6889	0.9180	0.9581
0.3717	9.2958	660	0.9106	0.6889	0.9106	0.9542
0.3717	9.3239	662	0.8954	0.6907	0.8954	0.9463
0.3717	9.3521	664	0.8915	0.6907	0.8915	0.9442
0.3717	9.3803	666	0.8899	0.6907	0.8899	0.9434
0.3717	9.4085	668	0.9007	0.6889	0.9007	0.9490
0.3717	9.4366	670	0.9052	0.6871	0.9052	0.9514
0.3717	9.4648	672	0.9052	0.6871	0.9052	0.9514
0.3717	9.4930	674	0.9079	0.6871	0.9079	0.9528
0.3717	9.5211	676	0.9093	0.6871	0.9093	0.9536
0.3717	9.5493	678	0.9050	0.6889	0.9050	0.9513
0.3717	9.5775	680	0.9028	0.6889	0.9028	0.9502
0.3717	9.6056	682	0.9016	0.6889	0.9016	0.9495
0.3717	9.6338	684	0.9043	0.6889	0.9043	0.9509
0.3717	9.6620	686	0.9112	0.6871	0.9112	0.9545
0.3717	9.6901	688	0.9136	0.6871	0.9136	0.9558
0.3717	9.7183	690	0.9105	0.6871	0.9105	0.9542
0.3717	9.7465	692	0.9037	0.6871	0.9037	0.9506
0.3717	9.7746	694	0.9012	0.6871	0.9012	0.9493
0.3717	9.8028	696	0.8977	0.6889	0.8977	0.9475
0.3717	9.8310	698	0.8951	0.6889	0.8951	0.9461
0.3717	9.8592	700	0.8942	0.6889	0.8942	0.9456
0.3717	9.8873	702	0.8922	0.6889	0.8922	0.9446
0.3717	9.9155	704	0.8900	0.6907	0.8900	0.9434
0.3717	9.9437	706	0.8900	0.6907	0.8900	0.9434
0.3717	9.9718	708	0.8898	0.6907	0.8898	0.9433
0.3717	10.0	710	0.8895	0.6907	0.8895	0.9431

Framework versions

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