ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k12_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: 0.5991
• Qwk: 0.7398
• Mse: 0.5991
• Rmse: 0.7740

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	0.0263	2	5.1302	0.0056	5.1302	2.2650
No log	0.0526	4	3.2339	0.0780	3.2339	1.7983
No log	0.0789	6	1.9914	0.0816	1.9914	1.4112
No log	0.1053	8	1.8285	0.0499	1.8285	1.3522
No log	0.1316	10	1.6732	0.0187	1.6732	1.2935
No log	0.1579	12	1.5233	0.0229	1.5233	1.2342
No log	0.1842	14	1.5847	0.0824	1.5847	1.2589
No log	0.2105	16	2.2158	0.1335	2.2158	1.4886
No log	0.2368	18	2.4914	0.1552	2.4914	1.5784
No log	0.2632	20	2.2630	0.1819	2.2630	1.5043
No log	0.2895	22	2.2687	0.2160	2.2687	1.5062
No log	0.3158	24	1.7322	0.3119	1.7322	1.3161
No log	0.3421	26	1.5174	0.3715	1.5174	1.2318
No log	0.3684	28	1.5292	0.3496	1.5292	1.2366
No log	0.3947	30	1.9292	0.2427	1.9292	1.3890
No log	0.4211	32	2.7148	0.1890	2.7148	1.6477
No log	0.4474	34	2.4528	0.1760	2.4528	1.5661
No log	0.4737	36	1.9210	0.2670	1.9210	1.3860
No log	0.5	38	1.5489	0.3268	1.5489	1.2446
No log	0.5263	40	1.3387	0.4298	1.3387	1.1570
No log	0.5526	42	1.3625	0.4311	1.3625	1.1672
No log	0.5789	44	1.3374	0.4432	1.3374	1.1565
No log	0.6053	46	1.2577	0.4880	1.2577	1.1215
No log	0.6316	48	1.2734	0.4913	1.2734	1.1284
No log	0.6579	50	1.3553	0.4880	1.3553	1.1642
No log	0.6842	52	1.3847	0.4828	1.3847	1.1767
No log	0.7105	54	1.3704	0.5066	1.3704	1.1706
No log	0.7368	56	1.1933	0.5761	1.1933	1.0924
No log	0.7632	58	1.0111	0.5721	1.0111	1.0055
No log	0.7895	60	0.9286	0.6241	0.9286	0.9636
No log	0.8158	62	1.0919	0.6070	1.0919	1.0450
No log	0.8421	64	1.2288	0.5648	1.2288	1.1085
No log	0.8684	66	1.2141	0.5020	1.2141	1.1019
No log	0.8947	68	0.8651	0.6005	0.8651	0.9301
No log	0.9211	70	0.5683	0.7725	0.5683	0.7539
No log	0.9474	72	0.5676	0.7357	0.5676	0.7534
No log	0.9737	74	0.6204	0.7284	0.6204	0.7877
No log	1.0	76	0.6676	0.6703	0.6676	0.8170
No log	1.0263	78	0.9425	0.5781	0.9425	0.9708
No log	1.0526	80	1.5309	0.3950	1.5309	1.2373
No log	1.0789	82	1.7001	0.3607	1.7001	1.3039
No log	1.1053	84	1.4319	0.3945	1.4319	1.1966
No log	1.1316	86	0.9584	0.5632	0.9584	0.9790
No log	1.1579	88	0.7342	0.7055	0.7342	0.8568
No log	1.1842	90	0.6507	0.7488	0.6507	0.8067
No log	1.2105	92	0.6024	0.7722	0.6024	0.7761
No log	1.2368	94	0.6215	0.7486	0.6215	0.7884
No log	1.2632	96	0.6506	0.7188	0.6506	0.8066
No log	1.2895	98	0.7103	0.7141	0.7103	0.8428
No log	1.3158	100	0.9106	0.6404	0.9106	0.9543
No log	1.3421	102	1.1831	0.5352	1.1831	1.0877
No log	1.3684	104	1.3229	0.4949	1.3229	1.1502
No log	1.3947	106	1.1493	0.5122	1.1493	1.0721
No log	1.4211	108	0.8649	0.6288	0.8649	0.9300
No log	1.4474	110	0.8009	0.6347	0.8009	0.8949
No log	1.4737	112	1.0078	0.5524	1.0078	1.0039
No log	1.5	114	1.0734	0.5286	1.0734	1.0361
No log	1.5263	116	1.2367	0.4380	1.2367	1.1121
No log	1.5526	118	1.1518	0.4866	1.1518	1.0732
No log	1.5789	120	1.1532	0.5135	1.1532	1.0739
No log	1.6053	122	1.2963	0.5195	1.2963	1.1386
No log	1.6316	124	1.1295	0.5380	1.1295	1.0628
No log	1.6579	126	0.9513	0.5667	0.9513	0.9754
No log	1.6842	128	0.8062	0.6355	0.8062	0.8979
No log	1.7105	130	0.7144	0.6622	0.7144	0.8452
No log	1.7368	132	0.6944	0.7206	0.6944	0.8333
No log	1.7632	134	0.7479	0.6809	0.7479	0.8648
No log	1.7895	136	0.6916	0.7252	0.6916	0.8316
No log	1.8158	138	0.7625	0.6939	0.7625	0.8732
No log	1.8421	140	0.6933	0.7154	0.6933	0.8326
No log	1.8684	142	0.6237	0.7314	0.6237	0.7898
No log	1.8947	144	0.6086	0.7530	0.6086	0.7801
No log	1.9211	146	0.6289	0.7486	0.6289	0.7930
No log	1.9474	148	0.6269	0.7416	0.6269	0.7918
No log	1.9737	150	0.6302	0.7338	0.6302	0.7939
No log	2.0	152	0.6390	0.7588	0.6390	0.7993
No log	2.0263	154	0.7917	0.7025	0.7917	0.8897
No log	2.0526	156	0.8366	0.6891	0.8366	0.9147
No log	2.0789	158	0.7301	0.7330	0.7301	0.8545
No log	2.1053	160	0.6754	0.7294	0.6754	0.8218
No log	2.1316	162	0.6560	0.7335	0.6560	0.8099
No log	2.1579	164	0.6597	0.7534	0.6597	0.8122
No log	2.1842	166	0.7295	0.7103	0.7295	0.8541
No log	2.2105	168	0.6716	0.7262	0.6716	0.8195
No log	2.2368	170	0.6388	0.7432	0.6388	0.7993
No log	2.2632	172	0.5860	0.7536	0.5860	0.7655
No log	2.2895	174	0.5912	0.7494	0.5912	0.7689
No log	2.3158	176	0.6163	0.7444	0.6163	0.7851
No log	2.3421	178	0.7437	0.7141	0.7437	0.8624
No log	2.3684	180	1.0102	0.6546	1.0102	1.0051
No log	2.3947	182	0.9904	0.6471	0.9904	0.9952
No log	2.4211	184	0.8655	0.6834	0.8655	0.9303
No log	2.4474	186	0.7480	0.7285	0.7480	0.8649
No log	2.4737	188	0.7104	0.7419	0.7104	0.8429
No log	2.5	190	0.6968	0.7461	0.6968	0.8347
No log	2.5263	192	0.7807	0.7042	0.7807	0.8836
No log	2.5526	194	0.7790	0.7042	0.7790	0.8826
No log	2.5789	196	0.8530	0.6827	0.8530	0.9236
No log	2.6053	198	0.8134	0.6881	0.8134	0.9019
No log	2.6316	200	0.6783	0.7505	0.6783	0.8236
No log	2.6579	202	0.6723	0.7273	0.6723	0.8199
No log	2.6842	204	0.6630	0.7466	0.6630	0.8143
No log	2.7105	206	0.7317	0.7180	0.7317	0.8554
No log	2.7368	208	0.8303	0.6951	0.8303	0.9112
No log	2.7632	210	0.7245	0.7107	0.7245	0.8512
No log	2.7895	212	0.6280	0.7463	0.6280	0.7924
No log	2.8158	214	0.7843	0.7056	0.7843	0.8856
No log	2.8421	216	0.9290	0.6442	0.9290	0.9638
No log	2.8684	218	0.8322	0.7056	0.8322	0.9123
No log	2.8947	220	0.7421	0.7331	0.7421	0.8615
No log	2.9211	222	0.6494	0.7473	0.6494	0.8059
No log	2.9474	224	0.6431	0.7258	0.6431	0.8019
No log	2.9737	226	0.7626	0.7107	0.7626	0.8733
No log	3.0	228	0.8298	0.6676	0.8298	0.9109
No log	3.0263	230	0.7088	0.6969	0.7088	0.8419
No log	3.0526	232	0.5863	0.7519	0.5863	0.7657
No log	3.0789	234	0.5667	0.7439	0.5667	0.7528
No log	3.1053	236	0.5740	0.7504	0.5740	0.7576
No log	3.1316	238	0.5978	0.7401	0.5978	0.7732
No log	3.1579	240	0.6749	0.7302	0.6749	0.8215
No log	3.1842	242	0.7502	0.7239	0.7502	0.8661
No log	3.2105	244	0.7335	0.7086	0.7335	0.8565
No log	3.2368	246	0.7411	0.7119	0.7411	0.8609
No log	3.2632	248	0.7108	0.6936	0.7108	0.8431
No log	3.2895	250	0.6459	0.7421	0.6459	0.8037
No log	3.3158	252	0.6296	0.7478	0.6296	0.7935
No log	3.3421	254	0.6191	0.7448	0.6191	0.7869
No log	3.3684	256	0.6123	0.7495	0.6123	0.7825
No log	3.3947	258	0.6284	0.7537	0.6284	0.7927
No log	3.4211	260	0.6036	0.7565	0.6036	0.7769
No log	3.4474	262	0.5976	0.7649	0.5976	0.7731
No log	3.4737	264	0.6051	0.7578	0.6051	0.7779
No log	3.5	266	0.6238	0.7433	0.6238	0.7898
No log	3.5263	268	0.6198	0.7433	0.6198	0.7872
No log	3.5526	270	0.5963	0.7587	0.5963	0.7722
No log	3.5789	272	0.5944	0.7498	0.5944	0.7710
No log	3.6053	274	0.5900	0.7464	0.5900	0.7681
No log	3.6316	276	0.5814	0.7495	0.5814	0.7625
No log	3.6579	278	0.5992	0.7470	0.5992	0.7741
No log	3.6842	280	0.6853	0.7372	0.6853	0.8278
No log	3.7105	282	0.7326	0.7140	0.7326	0.8559
No log	3.7368	284	0.6923	0.7216	0.6923	0.8321
No log	3.7632	286	0.5915	0.7277	0.5915	0.7691
No log	3.7895	288	0.5618	0.7199	0.5618	0.7495
No log	3.8158	290	0.5513	0.7172	0.5513	0.7425
No log	3.8421	292	0.5474	0.7172	0.5474	0.7398
No log	3.8684	294	0.5445	0.7118	0.5445	0.7379
No log	3.8947	296	0.5505	0.7270	0.5505	0.7420
No log	3.9211	298	0.5636	0.7242	0.5636	0.7507
No log	3.9474	300	0.5900	0.7470	0.5900	0.7681
No log	3.9737	302	0.6173	0.7560	0.6173	0.7857
No log	4.0	304	0.5819	0.7470	0.5819	0.7628
No log	4.0263	306	0.5583	0.7243	0.5583	0.7472
No log	4.0526	308	0.5631	0.7376	0.5631	0.7504
No log	4.0789	310	0.5636	0.7201	0.5636	0.7508
No log	4.1053	312	0.6226	0.7625	0.6226	0.7891
No log	4.1316	314	0.7390	0.6743	0.7390	0.8596
No log	4.1579	316	0.8859	0.6444	0.8859	0.9412
No log	4.1842	318	0.8395	0.6488	0.8395	0.9162
No log	4.2105	320	0.6871	0.7480	0.6871	0.8289
No log	4.2368	322	0.5928	0.7285	0.5928	0.7699
No log	4.2632	324	0.5703	0.7277	0.5703	0.7552
No log	4.2895	326	0.5739	0.7247	0.5739	0.7575
No log	4.3158	328	0.6265	0.7723	0.6265	0.7915
No log	4.3421	330	0.7213	0.6971	0.7213	0.8493
No log	4.3684	332	0.7746	0.6643	0.7746	0.8801
No log	4.3947	334	0.7415	0.6706	0.7415	0.8611
No log	4.4211	336	0.6189	0.7723	0.6189	0.7867
No log	4.4474	338	0.5747	0.7660	0.5747	0.7581
No log	4.4737	340	0.5685	0.7660	0.5685	0.7540
No log	4.5	342	0.5443	0.7293	0.5443	0.7378
No log	4.5263	344	0.5416	0.7269	0.5416	0.7360
No log	4.5526	346	0.5421	0.7225	0.5421	0.7363
No log	4.5789	348	0.5422	0.7357	0.5422	0.7364
No log	4.6053	350	0.5479	0.74	0.5479	0.7402
No log	4.6316	352	0.5603	0.7468	0.5603	0.7485
No log	4.6579	354	0.5626	0.7456	0.5626	0.7501
No log	4.6842	356	0.5795	0.7541	0.5795	0.7612
No log	4.7105	358	0.6241	0.7402	0.6241	0.7900
No log	4.7368	360	0.6849	0.7326	0.6849	0.8276
No log	4.7632	362	0.6836	0.7326	0.6836	0.8268
No log	4.7895	364	0.6582	0.7311	0.6582	0.8113
No log	4.8158	366	0.5982	0.7344	0.5982	0.7734
No log	4.8421	368	0.5810	0.7251	0.5810	0.7622
No log	4.8684	370	0.5751	0.7320	0.5751	0.7584
No log	4.8947	372	0.5828	0.7221	0.5828	0.7634
No log	4.9211	374	0.6015	0.7151	0.6015	0.7756
No log	4.9474	376	0.6293	0.7101	0.6293	0.7933
No log	4.9737	378	0.6224	0.7243	0.6224	0.7889
No log	5.0	380	0.5957	0.7108	0.5957	0.7718
No log	5.0263	382	0.5701	0.7209	0.5701	0.7551
No log	5.0526	384	0.5634	0.7302	0.5634	0.7506
No log	5.0789	386	0.5738	0.7405	0.5738	0.7575
No log	5.1053	388	0.5640	0.7460	0.5640	0.7510
No log	5.1316	390	0.5718	0.7326	0.5718	0.7562
No log	5.1579	392	0.5844	0.7409	0.5844	0.7645
No log	5.1842	394	0.5914	0.7358	0.5914	0.7690
No log	5.2105	396	0.5851	0.7570	0.5851	0.7649
No log	5.2368	398	0.5844	0.7612	0.5844	0.7644
No log	5.2632	400	0.5732	0.7484	0.5732	0.7571
No log	5.2895	402	0.5623	0.7425	0.5623	0.7499
No log	5.3158	404	0.5613	0.7555	0.5613	0.7492
No log	5.3421	406	0.5574	0.7505	0.5574	0.7466
No log	5.3684	408	0.5678	0.7577	0.5678	0.7535
No log	5.3947	410	0.5752	0.7577	0.5752	0.7584
No log	5.4211	412	0.5804	0.7577	0.5804	0.7618
No log	5.4474	414	0.5908	0.7577	0.5908	0.7686
No log	5.4737	416	0.5973	0.7577	0.5973	0.7728
No log	5.5	418	0.5896	0.7331	0.5896	0.7679
No log	5.5263	420	0.5942	0.7387	0.5942	0.7708
No log	5.5526	422	0.6038	0.7513	0.6038	0.7770
No log	5.5789	424	0.6096	0.7485	0.6096	0.7808
No log	5.6053	426	0.6023	0.7312	0.6023	0.7761
No log	5.6316	428	0.5987	0.7471	0.5987	0.7737
No log	5.6579	430	0.6181	0.7289	0.6181	0.7862
No log	5.6842	432	0.6399	0.7190	0.6399	0.7999
No log	5.7105	434	0.6481	0.7233	0.6481	0.8050
No log	5.7368	436	0.6602	0.7224	0.6602	0.8125
No log	5.7632	438	0.6409	0.7354	0.6409	0.8006
No log	5.7895	440	0.6020	0.7488	0.6020	0.7759
No log	5.8158	442	0.5938	0.7388	0.5938	0.7706
No log	5.8421	444	0.6150	0.7254	0.6150	0.7842
No log	5.8684	446	0.6308	0.7269	0.6308	0.7942
No log	5.8947	448	0.6339	0.7269	0.6339	0.7962
No log	5.9211	450	0.6170	0.7452	0.6170	0.7855
No log	5.9474	452	0.6045	0.7430	0.6045	0.7775
No log	5.9737	454	0.6103	0.7378	0.6103	0.7812
No log	6.0	456	0.6038	0.7372	0.6038	0.7771
No log	6.0263	458	0.5978	0.7358	0.5978	0.7732
No log	6.0526	460	0.5952	0.7351	0.5952	0.7715
No log	6.0789	462	0.5958	0.7398	0.5958	0.7719
No log	6.1053	464	0.6036	0.7412	0.6036	0.7769
No log	6.1316	466	0.6313	0.7358	0.6313	0.7945
No log	6.1579	468	0.6270	0.7449	0.6270	0.7918
No log	6.1842	470	0.6002	0.7534	0.6002	0.7747
No log	6.2105	472	0.5815	0.7394	0.5815	0.7626
No log	6.2368	474	0.5940	0.7571	0.5940	0.7707
No log	6.2632	476	0.6008	0.7496	0.6008	0.7751
No log	6.2895	478	0.5889	0.7548	0.5889	0.7674
No log	6.3158	480	0.5828	0.7287	0.5828	0.7634
No log	6.3421	482	0.6023	0.7516	0.6023	0.7761
No log	6.3684	484	0.6167	0.7432	0.6167	0.7853
No log	6.3947	486	0.6110	0.7389	0.6110	0.7817
No log	6.4211	488	0.6070	0.7360	0.6070	0.7791
No log	6.4474	490	0.6064	0.7308	0.6064	0.7787
No log	6.4737	492	0.6113	0.7308	0.6113	0.7819
No log	6.5	494	0.6182	0.7241	0.6182	0.7862
No log	6.5263	496	0.6171	0.7241	0.6171	0.7856
No log	6.5526	498	0.6108	0.7330	0.6108	0.7816
0.3991	6.5789	500	0.6020	0.7384	0.6020	0.7759
0.3991	6.6053	502	0.5992	0.7356	0.5992	0.7741
0.3991	6.6316	504	0.6030	0.7306	0.6030	0.7765
0.3991	6.6579	506	0.5987	0.7372	0.5987	0.7738
0.3991	6.6842	508	0.6029	0.7368	0.6029	0.7765
0.3991	6.7105	510	0.6187	0.7479	0.6187	0.7866
0.3991	6.7368	512	0.6387	0.7521	0.6387	0.7992
0.3991	6.7632	514	0.6426	0.7521	0.6426	0.8016
0.3991	6.7895	516	0.6349	0.7568	0.6349	0.7968
0.3991	6.8158	518	0.6410	0.7582	0.6410	0.8006
0.3991	6.8421	520	0.6448	0.7402	0.6448	0.8030
0.3991	6.8684	522	0.6527	0.7344	0.6527	0.8079
0.3991	6.8947	524	0.6479	0.7388	0.6479	0.8050
0.3991	6.9211	526	0.6390	0.7404	0.6390	0.7993
0.3991	6.9474	528	0.6251	0.7441	0.6251	0.7906
0.3991	6.9737	530	0.6130	0.7428	0.6130	0.7829
0.3991	7.0	532	0.6038	0.7361	0.6038	0.7770
0.3991	7.0263	534	0.6069	0.7353	0.6069	0.7790
0.3991	7.0526	536	0.6165	0.7577	0.6165	0.7852
0.3991	7.0789	538	0.6239	0.7521	0.6239	0.7899
0.3991	7.1053	540	0.6227	0.7577	0.6227	0.7891
0.3991	7.1316	542	0.6118	0.7632	0.6118	0.7822
0.3991	7.1579	544	0.6089	0.7341	0.6089	0.7803
0.3991	7.1842	546	0.6078	0.7314	0.6078	0.7796
0.3991	7.2105	548	0.5980	0.7341	0.5980	0.7733
0.3991	7.2368	550	0.5936	0.7609	0.5936	0.7705
0.3991	7.2632	552	0.5930	0.7632	0.5930	0.7701
0.3991	7.2895	554	0.5977	0.7632	0.5977	0.7731
0.3991	7.3158	556	0.5919	0.7632	0.5919	0.7694
0.3991	7.3421	558	0.5858	0.7687	0.5858	0.7654
0.3991	7.3684	560	0.5777	0.7458	0.5777	0.7601
0.3991	7.3947	562	0.5767	0.7458	0.5767	0.7594
0.3991	7.4211	564	0.5781	0.7415	0.5781	0.7603
0.3991	7.4474	566	0.5850	0.7458	0.5850	0.7649
0.3991	7.4737	568	0.5928	0.7330	0.5928	0.7700
0.3991	7.5	570	0.6030	0.7330	0.6030	0.7765
0.3991	7.5263	572	0.6166	0.7416	0.6166	0.7852
0.3991	7.5526	574	0.6228	0.7527	0.6228	0.7892
0.3991	7.5789	576	0.6281	0.7443	0.6281	0.7925
0.3991	7.6053	578	0.6214	0.7564	0.6214	0.7883
0.3991	7.6316	580	0.6235	0.7395	0.6235	0.7896
0.3991	7.6579	582	0.6314	0.7452	0.6314	0.7946
0.3991	7.6842	584	0.6459	0.7534	0.6459	0.8037
0.3991	7.7105	586	0.6456	0.7534	0.6456	0.8035
0.3991	7.7368	588	0.6483	0.7434	0.6483	0.8052
0.3991	7.7632	590	0.6326	0.7469	0.6326	0.7954
0.3991	7.7895	592	0.6169	0.7412	0.6169	0.7855
0.3991	7.8158	594	0.6016	0.7413	0.6016	0.7756
0.3991	7.8421	596	0.5952	0.7394	0.5952	0.7715
0.3991	7.8684	598	0.5930	0.7336	0.5930	0.7701
0.3991	7.8947	600	0.5894	0.7379	0.5894	0.7677
0.3991	7.9211	602	0.5829	0.7451	0.5829	0.7635
0.3991	7.9474	604	0.5815	0.7451	0.5815	0.7625
0.3991	7.9737	606	0.5830	0.7336	0.5830	0.7636
0.3991	8.0	608	0.5825	0.7336	0.5825	0.7632
0.3991	8.0263	610	0.5819	0.7411	0.5819	0.7628
0.3991	8.0526	612	0.5880	0.7351	0.5880	0.7668
0.3991	8.0789	614	0.5982	0.7330	0.5982	0.7735
0.3991	8.1053	616	0.6052	0.7387	0.6052	0.7780
0.3991	8.1316	618	0.6060	0.7314	0.6060	0.7784
0.3991	8.1579	620	0.6074	0.7646	0.6074	0.7794
0.3991	8.1842	622	0.6091	0.7669	0.6091	0.7805
0.3991	8.2105	624	0.6096	0.7577	0.6096	0.7808
0.3991	8.2368	626	0.6094	0.7521	0.6094	0.7806
0.3991	8.2632	628	0.6075	0.7521	0.6075	0.7794
0.3991	8.2895	630	0.5997	0.7576	0.5997	0.7744
0.3991	8.3158	632	0.5943	0.7571	0.5943	0.7709
0.3991	8.3421	634	0.5920	0.74	0.5920	0.7694
0.3991	8.3684	636	0.5911	0.7372	0.5911	0.7688
0.3991	8.3947	638	0.5951	0.7303	0.5951	0.7714
0.3991	8.4211	640	0.5995	0.7260	0.5995	0.7743
0.3991	8.4474	642	0.5993	0.7355	0.5993	0.7741
0.3991	8.4737	644	0.5955	0.7355	0.5955	0.7717
0.3991	8.5	646	0.5934	0.7330	0.5934	0.7704
0.3991	8.5263	648	0.5924	0.7373	0.5924	0.7697
0.3991	8.5526	650	0.5955	0.7422	0.5955	0.7717
0.3991	8.5789	652	0.6003	0.7407	0.6003	0.7748
0.3991	8.6053	654	0.6028	0.7266	0.6028	0.7764
0.3991	8.6316	656	0.6026	0.7266	0.6026	0.7763
0.3991	8.6579	658	0.5981	0.7465	0.5981	0.7734
0.3991	8.6842	660	0.5918	0.7439	0.5918	0.7693
0.3991	8.7105	662	0.5892	0.7362	0.5892	0.7676
0.3991	8.7368	664	0.5945	0.7247	0.5945	0.7710
0.3991	8.7632	666	0.6008	0.7241	0.6008	0.7751
0.3991	8.7895	668	0.6018	0.7241	0.6018	0.7758
0.3991	8.8158	670	0.6017	0.7204	0.6017	0.7757
0.3991	8.8421	672	0.6013	0.7232	0.6013	0.7754
0.3991	8.8684	674	0.6008	0.7346	0.6008	0.7751
0.3991	8.8947	676	0.6038	0.7336	0.6038	0.7770
0.3991	8.9211	678	0.6075	0.7422	0.6075	0.7794
0.3991	8.9474	680	0.6107	0.7465	0.6107	0.7814
0.3991	8.9737	682	0.6109	0.7465	0.6109	0.7816
0.3991	9.0	684	0.6094	0.7465	0.6094	0.7806
0.3991	9.0263	686	0.6069	0.7379	0.6069	0.7791
0.3991	9.0526	688	0.6044	0.7293	0.6044	0.7774
0.3991	9.0789	690	0.6046	0.7293	0.6046	0.7776
0.3991	9.1053	692	0.6044	0.7330	0.6044	0.7774
0.3991	9.1316	694	0.6036	0.7382	0.6036	0.7769
0.3991	9.1579	696	0.6026	0.7398	0.6026	0.7763
0.3991	9.1842	698	0.6033	0.7247	0.6033	0.7767
0.3991	9.2105	700	0.6074	0.7197	0.6074	0.7794
0.3991	9.2368	702	0.6121	0.7413	0.6121	0.7823
0.3991	9.2632	704	0.6162	0.7413	0.6162	0.7850
0.3991	9.2895	706	0.6164	0.7413	0.6164	0.7851
0.3991	9.3158	708	0.6121	0.7316	0.6121	0.7823
0.3991	9.3421	710	0.6078	0.7160	0.6078	0.7796
0.3991	9.3684	712	0.6046	0.7247	0.6046	0.7776
0.3991	9.3947	714	0.6047	0.7398	0.6047	0.7776
0.3991	9.4211	716	0.6053	0.7382	0.6053	0.7780
0.3991	9.4474	718	0.6056	0.7382	0.6056	0.7782
0.3991	9.4737	720	0.6044	0.7382	0.6044	0.7774
0.3991	9.5	722	0.6029	0.7447	0.6029	0.7765
0.3991	9.5263	724	0.6015	0.7293	0.6015	0.7756
0.3991	9.5526	726	0.6010	0.7357	0.6010	0.7752
0.3991	9.5789	728	0.6012	0.7379	0.6012	0.7754
0.3991	9.6053	730	0.6008	0.7379	0.6008	0.7751
0.3991	9.6316	732	0.6004	0.7379	0.6004	0.7749
0.3991	9.6579	734	0.6002	0.7379	0.6002	0.7747
0.3991	9.6842	736	0.5997	0.7389	0.5997	0.7744
0.3991	9.7105	738	0.5994	0.7447	0.5994	0.7742
0.3991	9.7368	740	0.5991	0.7404	0.5991	0.7740
0.3991	9.7632	742	0.5994	0.7404	0.5994	0.7742
0.3991	9.7895	744	0.5996	0.7404	0.5996	0.7743
0.3991	9.8158	746	0.5997	0.7398	0.5997	0.7744
0.3991	9.8421	748	0.5994	0.7398	0.5994	0.7742
0.3991	9.8684	750	0.5992	0.7398	0.5992	0.7740
0.3991	9.8947	752	0.5990	0.7398	0.5990	0.7739
0.3991	9.9211	754	0.5989	0.7398	0.5989	0.7739
0.3991	9.9474	756	0.5990	0.7398	0.5990	0.7740
0.3991	9.9737	758	0.5991	0.7398	0.5991	0.7740
0.3991	10.0	760	0.5991	0.7398	0.5991	0.7740

Framework versions

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