ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k16_task3_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: 0.4521
• Qwk: 0.4839
• Mse: 0.4521
• Rmse: 0.6724

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	0.0215	2	3.2406	-0.0053	3.2406	1.8002
No log	0.0430	4	1.7998	0.0168	1.7998	1.3416
No log	0.0645	6	1.7137	0.0380	1.7137	1.3091
No log	0.0860	8	1.3130	0.0632	1.3130	1.1459
No log	0.1075	10	1.1204	0.0632	1.1204	1.0585
No log	0.1290	12	0.6158	0.2533	0.6158	0.7847
No log	0.1505	14	0.5447	0.0569	0.5447	0.7380
No log	0.1720	16	0.6406	0.3563	0.6406	0.8004
No log	0.1935	18	1.0779	0.0	1.0779	1.0382
No log	0.2151	20	1.7963	-0.0036	1.7963	1.3402
No log	0.2366	22	1.8148	-0.0036	1.8148	1.3471
No log	0.2581	24	1.6088	-0.0070	1.6088	1.2684
No log	0.2796	26	1.9550	0.0264	1.9550	1.3982
No log	0.3011	28	1.3739	-0.0036	1.3739	1.1721
No log	0.3226	30	1.1593	0.0	1.1593	1.0767
No log	0.3441	32	0.9931	0.0	0.9931	0.9965
No log	0.3656	34	1.0451	0.0078	1.0451	1.0223
No log	0.3871	36	1.0280	0.0201	1.0280	1.0139
No log	0.4086	38	0.8364	0.1373	0.8364	0.9145
No log	0.4301	40	0.9026	0.1931	0.9026	0.9501
No log	0.4516	42	0.7510	0.1746	0.7510	0.8666
No log	0.4731	44	0.8684	0.1388	0.8684	0.9319
No log	0.4946	46	1.1102	0.1571	1.1102	1.0537
No log	0.5161	48	0.9370	0.1933	0.9370	0.9680
No log	0.5376	50	0.5826	0.0327	0.5826	0.7633
No log	0.5591	52	0.5914	0.1407	0.5914	0.7690
No log	0.5806	54	0.5722	0.1429	0.5722	0.7565
No log	0.6022	56	0.5694	0.1515	0.5694	0.7546
No log	0.6237	58	0.7540	0.2157	0.7540	0.8683
No log	0.6452	60	0.6983	0.2917	0.6983	0.8357
No log	0.6667	62	0.6051	0.2994	0.6051	0.7779
No log	0.6882	64	0.5478	0.2704	0.5478	0.7401
No log	0.7097	66	0.5527	0.1895	0.5527	0.7435
No log	0.7312	68	0.5835	0.2308	0.5835	0.7638
No log	0.7527	70	0.6960	0.2184	0.6960	0.8343
No log	0.7742	72	1.2018	0.1340	1.2018	1.0963
No log	0.7957	74	1.6499	0.125	1.6499	1.2845
No log	0.8172	76	0.9962	0.1429	0.9962	0.9981
No log	0.8387	78	0.6077	0.2093	0.6077	0.7795
No log	0.8602	80	0.6142	0.1445	0.6142	0.7837
No log	0.8817	82	1.1824	0.0522	1.1824	1.0874
No log	0.9032	84	1.3747	0.0388	1.3747	1.1725
No log	0.9247	86	1.0369	0.1181	1.0369	1.0183
No log	0.9462	88	0.7665	0.2217	0.7665	0.8755
No log	0.9677	90	0.5050	0.3258	0.5050	0.7106
No log	0.9892	92	0.4984	0.2914	0.4984	0.7060
No log	1.0108	94	0.6421	0.2607	0.6421	0.8013
No log	1.0323	96	0.6516	0.2607	0.6516	0.8072
No log	1.0538	98	0.7872	0.2143	0.7872	0.8873
No log	1.0753	100	0.9323	0.1864	0.9323	0.9656
No log	1.0968	102	0.5821	0.3645	0.5821	0.7629
No log	1.1183	104	0.5705	0.2965	0.5705	0.7553
No log	1.1398	106	0.5195	0.3231	0.5195	0.7207
No log	1.1613	108	0.5430	0.5472	0.5430	0.7369
No log	1.1828	110	0.4968	0.4286	0.4968	0.7049
No log	1.2043	112	0.5158	0.3535	0.5158	0.7182
No log	1.2258	114	0.5164	0.5821	0.5164	0.7186
No log	1.2473	116	0.7199	0.2922	0.7199	0.8484
No log	1.2688	118	0.5348	0.4798	0.5348	0.7313
No log	1.2903	120	0.6701	0.2775	0.6701	0.8186
No log	1.3118	122	0.8640	0.2714	0.8640	0.9295
No log	1.3333	124	0.5229	0.5248	0.5229	0.7231
No log	1.3548	126	1.1875	0.1785	1.1875	1.0897
No log	1.3763	128	1.2825	0.1419	1.2825	1.1325
No log	1.3978	130	0.6479	0.3143	0.6479	0.8049
No log	1.4194	132	0.5248	0.36	0.5248	0.7244
No log	1.4409	134	0.5084	0.3548	0.5084	0.7130
No log	1.4624	136	0.5415	0.2842	0.5415	0.7359
No log	1.4839	138	0.8228	0.2281	0.8228	0.9071
No log	1.5054	140	0.7160	0.2217	0.7160	0.8462
No log	1.5269	142	0.5084	0.4286	0.5084	0.7130
No log	1.5484	144	0.4982	0.4526	0.4982	0.7058
No log	1.5699	146	0.5472	0.36	0.5472	0.7397
No log	1.5914	148	0.4991	0.5261	0.4991	0.7065
No log	1.6129	150	0.7377	0.2489	0.7377	0.8589
No log	1.6344	152	0.6858	0.2711	0.6858	0.8281
No log	1.6559	154	0.5238	0.3704	0.5238	0.7237
No log	1.6774	156	0.7193	0.2459	0.7193	0.8481
No log	1.6989	158	0.5698	0.4231	0.5698	0.7548
No log	1.7204	160	0.5075	0.4766	0.5075	0.7124
No log	1.7419	162	0.5102	0.5305	0.5102	0.7143
No log	1.7634	164	0.7648	0.2203	0.7648	0.8745
No log	1.7849	166	1.0131	0.1942	1.0131	1.0065
No log	1.8065	168	0.6302	0.2542	0.6302	0.7938
No log	1.8280	170	0.6565	0.3722	0.6565	0.8102
No log	1.8495	172	0.8132	0.2667	0.8132	0.9018
No log	1.8710	174	0.6398	0.4182	0.6398	0.7999
No log	1.8925	176	0.5081	0.4732	0.5081	0.7128
No log	1.9140	178	0.6007	0.4118	0.6007	0.7751
No log	1.9355	180	0.6202	0.3103	0.6202	0.7875
No log	1.9570	182	0.4631	0.4802	0.4631	0.6805
No log	1.9785	184	0.5414	0.2549	0.5414	0.7358
No log	2.0	186	0.4606	0.4595	0.4606	0.6787
No log	2.0215	188	0.5622	0.4118	0.5622	0.7498
No log	2.0430	190	0.5117	0.5000	0.5117	0.7154
No log	2.0645	192	0.4483	0.4413	0.4483	0.6696
No log	2.0860	194	0.6353	0.2857	0.6353	0.7970
No log	2.1075	196	0.5377	0.2821	0.5377	0.7333
No log	2.1290	198	0.5361	0.4393	0.5361	0.7322
No log	2.1505	200	0.6795	0.4146	0.6795	0.8243
No log	2.1720	202	0.4975	0.4627	0.4975	0.7054
No log	2.1935	204	0.5685	0.2780	0.5685	0.7540
No log	2.2151	206	0.5678	0.3237	0.5678	0.7535
No log	2.2366	208	0.4833	0.5508	0.4833	0.6952
No log	2.2581	210	0.6901	0.2803	0.6901	0.8307
No log	2.2796	212	0.6022	0.3739	0.6022	0.7760
No log	2.3011	214	0.4995	0.3966	0.4995	0.7067
No log	2.3226	216	0.6987	0.3077	0.6987	0.8359
No log	2.3441	218	0.6284	0.2850	0.6284	0.7927
No log	2.3656	220	0.5002	0.4839	0.5002	0.7072
No log	2.3871	222	0.5017	0.3446	0.5017	0.7083
No log	2.4086	224	0.5511	0.2842	0.5511	0.7424
No log	2.4301	226	0.6121	0.2919	0.6121	0.7824
No log	2.4516	228	0.5556	0.3043	0.5556	0.7454
No log	2.4731	230	0.4665	0.3023	0.4665	0.6830
No log	2.4946	232	0.4844	0.5233	0.4844	0.6960
No log	2.5161	234	0.5491	0.3831	0.5491	0.7410
No log	2.5376	236	0.4734	0.4783	0.4734	0.6881
No log	2.5591	238	0.4704	0.3253	0.4704	0.6859
No log	2.5806	240	0.4762	0.2663	0.4762	0.6900
No log	2.6022	242	0.4834	0.3023	0.4834	0.6953
No log	2.6237	244	0.5151	0.4819	0.5151	0.7177
No log	2.6452	246	0.5038	0.5080	0.5038	0.7098
No log	2.6667	248	0.5562	0.4455	0.5562	0.7458
No log	2.6882	250	0.5961	0.4234	0.5961	0.7721
No log	2.7097	252	0.5056	0.4468	0.5056	0.7111
No log	2.7312	254	0.5218	0.3862	0.5218	0.7224
No log	2.7527	256	0.5064	0.4536	0.5064	0.7116
No log	2.7742	258	0.5045	0.4526	0.5045	0.7103
No log	2.7957	260	0.5071	0.4225	0.5071	0.7121
No log	2.8172	262	0.5626	0.2727	0.5626	0.7500
No log	2.8387	264	0.5303	0.3978	0.5303	0.7282
No log	2.8602	266	0.5079	0.4536	0.5079	0.7126
No log	2.8817	268	0.5141	0.4526	0.5141	0.7170
No log	2.9032	270	0.5778	0.3171	0.5778	0.7601
No log	2.9247	272	0.6076	0.3171	0.6076	0.7795
No log	2.9462	274	0.5442	0.4175	0.5442	0.7377
No log	2.9677	276	0.5226	0.4343	0.5226	0.7229
No log	2.9892	278	0.5915	0.4067	0.5915	0.7691
No log	3.0108	280	0.5231	0.4583	0.5231	0.7233
No log	3.0323	282	0.6229	0.2464	0.6229	0.7893
No log	3.0538	284	0.6766	0.2811	0.6766	0.8225
No log	3.0753	286	0.5605	0.3561	0.5605	0.7487
No log	3.0968	288	0.5047	0.3636	0.5047	0.7104
No log	3.1183	290	0.5842	0.3725	0.5842	0.7643
No log	3.1398	292	0.6642	0.2982	0.6642	0.8150
No log	3.1613	294	0.5333	0.4639	0.5333	0.7303
No log	3.1828	296	0.5086	0.4894	0.5086	0.7131
No log	3.2043	298	0.5171	0.4747	0.5171	0.7191
No log	3.2258	300	0.5579	0.4	0.5579	0.7469
No log	3.2473	302	0.6254	0.3242	0.6254	0.7908
No log	3.2688	304	0.5755	0.3725	0.5755	0.7586
No log	3.2903	306	0.4887	0.3913	0.4887	0.6991
No log	3.3118	308	0.5103	0.3814	0.5103	0.7144
No log	3.3333	310	0.4857	0.5269	0.4857	0.6970
No log	3.3548	312	0.6547	0.3067	0.6547	0.8092
No log	3.3763	314	0.6654	0.3220	0.6654	0.8157
No log	3.3978	316	0.5161	0.4947	0.5161	0.7184
No log	3.4194	318	0.4944	0.4947	0.4944	0.7031
No log	3.4409	320	0.5003	0.4872	0.5003	0.7073
No log	3.4624	322	0.4886	0.5359	0.4886	0.6990
No log	3.4839	324	0.6044	0.3722	0.6044	0.7774
No log	3.5054	326	0.5734	0.4393	0.5734	0.7572
No log	3.5269	328	0.4696	0.5801	0.4696	0.6853
No log	3.5484	330	0.4646	0.4884	0.4646	0.6816
No log	3.5699	332	0.4723	0.4083	0.4723	0.6872
No log	3.5914	334	0.4627	0.3953	0.4627	0.6802
No log	3.6129	336	0.4645	0.3882	0.4645	0.6815
No log	3.6344	338	0.4648	0.3533	0.4648	0.6817
No log	3.6559	340	0.4845	0.4286	0.4845	0.6961
No log	3.6774	342	0.5900	0.3663	0.5900	0.7681
No log	3.6989	344	0.6704	0.3462	0.6704	0.8188
No log	3.7204	346	0.7309	0.2667	0.7309	0.8549
No log	3.7419	348	0.6514	0.3171	0.6514	0.8071
No log	3.7634	350	0.5112	0.4098	0.5112	0.7150
No log	3.7849	352	0.4800	0.5410	0.4800	0.6928
No log	3.8065	354	0.5517	0.36	0.5517	0.7428
No log	3.8280	356	0.5068	0.3829	0.5068	0.7119
No log	3.8495	358	0.4664	0.3939	0.4664	0.6829
No log	3.8710	360	0.5879	0.3402	0.5879	0.7668
No log	3.8925	362	0.7220	0.2300	0.7220	0.8497
No log	3.9140	364	0.6142	0.3231	0.6142	0.7837
No log	3.9355	366	0.4745	0.3865	0.4745	0.6888
No log	3.9570	368	0.4724	0.1895	0.4724	0.6873
No log	3.9785	370	0.4693	0.2821	0.4693	0.6851
No log	4.0	372	0.4679	0.3086	0.4679	0.6841
No log	4.0215	374	0.4770	0.4620	0.4770	0.6906
No log	4.0430	376	0.4838	0.4620	0.4838	0.6955
No log	4.0645	378	0.5120	0.4475	0.5120	0.7155
No log	4.0860	380	0.4802	0.4217	0.4802	0.6930
No log	4.1075	382	0.4670	0.3455	0.4670	0.6834
No log	4.1290	384	0.4661	0.3455	0.4661	0.6828
No log	4.1505	386	0.4613	0.3865	0.4613	0.6792
No log	4.1720	388	0.4539	0.4620	0.4539	0.6738
No log	4.1935	390	0.5108	0.4607	0.5108	0.7147
No log	4.2151	392	0.5159	0.4105	0.5159	0.7183
No log	4.2366	394	0.4834	0.5111	0.4834	0.6953
No log	4.2581	396	0.4633	0.5111	0.4633	0.6807
No log	4.2796	398	0.4670	0.4419	0.4670	0.6834
No log	4.3011	400	0.5036	0.4743	0.5036	0.7096
No log	4.3226	402	0.5163	0.4607	0.5163	0.7186
No log	4.3441	404	0.4950	0.4419	0.4950	0.7036
No log	4.3656	406	0.4651	0.4943	0.4651	0.6820
No log	4.3871	408	0.4617	0.4943	0.4617	0.6795
No log	4.4086	410	0.4544	0.3455	0.4544	0.6741
No log	4.4301	412	0.4567	0.3882	0.4567	0.6758
No log	4.4516	414	0.4647	0.3810	0.4647	0.6817
No log	4.4731	416	0.5440	0.3684	0.5440	0.7376
No log	4.4946	418	0.5734	0.3367	0.5734	0.7573
No log	4.5161	420	0.5184	0.4167	0.5184	0.7200
No log	4.5376	422	0.4812	0.4350	0.4812	0.6937
No log	4.5591	424	0.4751	0.3533	0.4751	0.6893
No log	4.5806	426	0.4778	0.3684	0.4778	0.6913
No log	4.6022	428	0.4967	0.3778	0.4967	0.7048
No log	4.6237	430	0.5608	0.3089	0.5608	0.7489
No log	4.6452	432	0.6154	0.28	0.6154	0.7844
No log	4.6667	434	0.5466	0.3407	0.5466	0.7394
No log	4.6882	436	0.5000	0.4860	0.5000	0.7071
No log	4.7097	438	0.4979	0.4545	0.4979	0.7056
No log	4.7312	440	0.4976	0.4545	0.4976	0.7054
No log	4.7527	442	0.4953	0.4545	0.4953	0.7037
No log	4.7742	444	0.5247	0.4764	0.5247	0.7244
No log	4.7957	446	0.6357	0.28	0.6357	0.7973
No log	4.8172	448	0.7214	0.2294	0.7214	0.8494
No log	4.8387	450	0.6019	0.3623	0.6019	0.7758
No log	4.8602	452	0.4805	0.5027	0.4805	0.6932
No log	4.8817	454	0.4827	0.4	0.4827	0.6947
No log	4.9032	456	0.4746	0.5377	0.4746	0.6889
No log	4.9247	458	0.4962	0.5510	0.4962	0.7044
No log	4.9462	460	0.6006	0.3704	0.6006	0.7750
No log	4.9677	462	0.6394	0.3917	0.6394	0.7996
No log	4.9892	464	0.5811	0.3524	0.5811	0.7623
No log	5.0108	466	0.5764	0.3831	0.5764	0.7592
No log	5.0323	468	0.5348	0.4167	0.5348	0.7313
No log	5.0538	470	0.4987	0.5183	0.4987	0.7062
No log	5.0753	472	0.4994	0.4839	0.4994	0.7067
No log	5.0968	474	0.5034	0.4839	0.5034	0.7095
No log	5.1183	476	0.4700	0.3846	0.4700	0.6856
No log	5.1398	478	0.4754	0.4595	0.4754	0.6895
No log	5.1613	480	0.5031	0.4475	0.5031	0.7093
No log	5.1828	482	0.5136	0.4545	0.5136	0.7167
No log	5.2043	484	0.5703	0.4043	0.5703	0.7552
No log	5.2258	486	0.5329	0.4545	0.5329	0.7300
No log	5.2473	488	0.5000	0.4222	0.5000	0.7071
No log	5.2688	490	0.4854	0.3966	0.4854	0.6967
No log	5.2903	492	0.4976	0.2771	0.4976	0.7054
No log	5.3118	494	0.4926	0.3136	0.4926	0.7019
No log	5.3333	496	0.4961	0.4725	0.4961	0.7044
No log	5.3548	498	0.6055	0.3769	0.6055	0.7782
0.3687	5.3763	500	0.6471	0.3663	0.6471	0.8044
0.3687	5.3978	502	0.5717	0.3469	0.5717	0.7561
0.3687	5.4194	504	0.5353	0.4545	0.5353	0.7316
0.3687	5.4409	506	0.4889	0.3609	0.4889	0.6992
0.3687	5.4624	508	0.4848	0.2208	0.4848	0.6963
0.3687	5.4839	510	0.4840	0.2208	0.4840	0.6957
0.3687	5.5054	512	0.4892	0.2795	0.4892	0.6994
0.3687	5.5269	514	0.5723	0.3297	0.5723	0.7565
0.3687	5.5484	516	0.6076	0.3402	0.6076	0.7795
0.3687	5.5699	518	0.5826	0.3161	0.5826	0.7633
0.3687	5.5914	520	0.5768	0.3333	0.5768	0.7595
0.3687	5.6129	522	0.5811	0.3333	0.5811	0.7623
0.3687	5.6344	524	0.5645	0.3333	0.5645	0.7513
0.3687	5.6559	526	0.5069	0.4709	0.5069	0.7120
0.3687	5.6774	528	0.5148	0.4167	0.5148	0.7175
0.3687	5.6989	530	0.5383	0.3786	0.5383	0.7337
0.3687	5.7204	532	0.5414	0.3585	0.5414	0.7358
0.3687	5.7419	534	0.4874	0.5692	0.4874	0.6981
0.3687	5.7634	536	0.4820	0.4059	0.4820	0.6942
0.3687	5.7849	538	0.4762	0.4112	0.4762	0.6901
0.3687	5.8065	540	0.4650	0.4475	0.4650	0.6819
0.3687	5.8280	542	0.5118	0.3535	0.5118	0.7154
0.3687	5.8495	544	0.6149	0.3171	0.6149	0.7841
0.3687	5.8710	546	0.6012	0.3171	0.6012	0.7754
0.3687	5.8925	548	0.5145	0.3535	0.5145	0.7173
0.3687	5.9140	550	0.4622	0.4152	0.4622	0.6798
0.3687	5.9355	552	0.4556	0.3455	0.4556	0.6750
0.3687	5.9570	554	0.4662	0.5111	0.4662	0.6828
0.3687	5.9785	556	0.4643	0.5111	0.4643	0.6814
0.3687	6.0	558	0.4615	0.4783	0.4615	0.6793
0.3687	6.0215	560	0.4592	0.4157	0.4592	0.6776
0.3687	6.0430	562	0.4795	0.5111	0.4795	0.6925
0.3687	6.0645	564	0.5843	0.3488	0.5843	0.7644
0.3687	6.0860	566	0.6227	0.3427	0.6227	0.7891
0.3687	6.1075	568	0.5924	0.3143	0.5924	0.7697
0.3687	6.1290	570	0.4930	0.4167	0.4930	0.7022
0.3687	6.1505	572	0.4607	0.4286	0.4607	0.6787
0.3687	6.1720	574	0.4573	0.2201	0.4573	0.6762
0.3687	6.1935	576	0.4701	0.4620	0.4701	0.6857
0.3687	6.2151	578	0.5506	0.3089	0.5506	0.7420
0.3687	6.2366	580	0.7214	0.3188	0.7214	0.8494
0.3687	6.2581	582	0.7781	0.3036	0.7781	0.8821
0.3687	6.2796	584	0.6940	0.3628	0.6940	0.8331
0.3687	6.3011	586	0.5913	0.2990	0.5913	0.7690
0.3687	6.3226	588	0.5318	0.3684	0.5318	0.7292
0.3687	6.3441	590	0.4727	0.4536	0.4727	0.6876
0.3687	6.3656	592	0.4622	0.3898	0.4622	0.6799
0.3687	6.3871	594	0.4581	0.4023	0.4581	0.6768
0.3687	6.4086	596	0.4773	0.4839	0.4773	0.6908
0.3687	6.4301	598	0.4867	0.4709	0.4867	0.6977
0.3687	6.4516	600	0.4672	0.4709	0.4672	0.6835
0.3687	6.4731	602	0.4553	0.4973	0.4553	0.6748
0.3687	6.4946	604	0.4520	0.4667	0.4520	0.6723
0.3687	6.5161	606	0.4500	0.4536	0.4500	0.6708
0.3687	6.5376	608	0.4699	0.4709	0.4699	0.6855
0.3687	6.5591	610	0.4878	0.4225	0.4878	0.6984
0.3687	6.5806	612	0.4754	0.4709	0.4754	0.6895
0.3687	6.6022	614	0.4630	0.4709	0.4630	0.6804
0.3687	6.6237	616	0.4452	0.5080	0.4452	0.6672
0.3687	6.6452	618	0.4466	0.5080	0.4466	0.6683
0.3687	6.6667	620	0.4621	0.5052	0.4621	0.6798
0.3687	6.6882	622	0.5337	0.3161	0.5337	0.7305
0.3687	6.7097	624	0.6199	0.3398	0.6199	0.7874
0.3687	6.7312	626	0.6653	0.3301	0.6653	0.8157
0.3687	6.7527	628	0.6041	0.3498	0.6041	0.7772
0.3687	6.7742	630	0.5187	0.3730	0.5187	0.7202
0.3687	6.7957	632	0.4937	0.4413	0.4937	0.7026
0.3687	6.8172	634	0.4625	0.4033	0.4625	0.6800
0.3687	6.8387	636	0.4482	0.4545	0.4482	0.6695
0.3687	6.8602	638	0.4500	0.4545	0.4500	0.6708
0.3687	6.8817	640	0.4522	0.4545	0.4522	0.6725
0.3687	6.9032	642	0.4665	0.4409	0.4665	0.6830
0.3687	6.9247	644	0.5201	0.3684	0.5201	0.7212
0.3687	6.9462	646	0.5545	0.3990	0.5545	0.7446
0.3687	6.9677	648	0.5578	0.3469	0.5578	0.7469
0.3687	6.9892	650	0.5151	0.3684	0.5151	0.7177
0.3687	7.0108	652	0.4752	0.4894	0.4752	0.6893
0.3687	7.0323	654	0.4691	0.4860	0.4691	0.6849
0.3687	7.0538	656	0.4763	0.4839	0.4763	0.6901
0.3687	7.0753	658	0.5183	0.3797	0.5183	0.7199
0.3687	7.0968	660	0.5790	0.3367	0.5790	0.7609
0.3687	7.1183	662	0.6110	0.3267	0.6110	0.7817
0.3687	7.1398	664	0.5838	0.3367	0.5838	0.7641
0.3687	7.1613	666	0.5214	0.3797	0.5214	0.7221
0.3687	7.1828	668	0.4728	0.5052	0.4728	0.6876
0.3687	7.2043	670	0.4718	0.4894	0.4718	0.6869
0.3687	7.2258	672	0.4805	0.48	0.4805	0.6932
0.3687	7.2473	674	0.4701	0.4839	0.4701	0.6857
0.3687	7.2688	676	0.4792	0.4709	0.4792	0.6922
0.3687	7.2903	678	0.5028	0.4709	0.5028	0.7091
0.3687	7.3118	680	0.5084	0.3684	0.5084	0.7130
0.3687	7.3333	682	0.4849	0.4709	0.4849	0.6963
0.3687	7.3548	684	0.4699	0.4709	0.4699	0.6855
0.3687	7.3763	686	0.4728	0.4709	0.4728	0.6876
0.3687	7.3978	688	0.4721	0.4709	0.4721	0.6871
0.3687	7.4194	690	0.4782	0.4709	0.4782	0.6915
0.3687	7.4409	692	0.4758	0.4709	0.4758	0.6898
0.3687	7.4624	694	0.4853	0.4709	0.4853	0.6966
0.3687	7.4839	696	0.4883	0.4348	0.4883	0.6988
0.3687	7.5054	698	0.5025	0.4286	0.5025	0.7089
0.3687	7.5269	700	0.4883	0.4413	0.4883	0.6988
0.3687	7.5484	702	0.4645	0.4667	0.4645	0.6815
0.3687	7.5699	704	0.4607	0.3882	0.4607	0.6788
0.3687	7.5914	706	0.4598	0.3882	0.4598	0.6781
0.3687	7.6129	708	0.4595	0.4860	0.4595	0.6779
0.3687	7.6344	710	0.4636	0.4667	0.4636	0.6809
0.3687	7.6559	712	0.4736	0.4783	0.4736	0.6882
0.3687	7.6774	714	0.4862	0.4783	0.4862	0.6973
0.3687	7.6989	716	0.5027	0.4413	0.5027	0.7090
0.3687	7.7204	718	0.4873	0.4783	0.4873	0.6981
0.3687	7.7419	720	0.4678	0.4667	0.4678	0.6840
0.3687	7.7634	722	0.4563	0.5165	0.4563	0.6755
0.3687	7.7849	724	0.4533	0.4157	0.4533	0.6732
0.3687	7.8065	726	0.4521	0.4545	0.4521	0.6724
0.3687	7.8280	728	0.4635	0.4607	0.4635	0.6808
0.3687	7.8495	730	0.4768	0.4783	0.4768	0.6905
0.3687	7.8710	732	0.4859	0.4413	0.4859	0.6970
0.3687	7.8925	734	0.4982	0.3846	0.4982	0.7058
0.3687	7.9140	736	0.4952	0.4348	0.4952	0.7037
0.3687	7.9355	738	0.5030	0.3797	0.5030	0.7092
0.3687	7.9570	740	0.4978	0.4167	0.4978	0.7056
0.3687	7.9785	742	0.4795	0.4709	0.4795	0.6925
0.3687	8.0	744	0.4747	0.4839	0.4747	0.6890
0.3687	8.0215	746	0.4767	0.4839	0.4767	0.6905
0.3687	8.0430	748	0.4874	0.4709	0.4874	0.6981
0.3687	8.0645	750	0.4981	0.3161	0.4981	0.7057
0.3687	8.0860	752	0.5104	0.3161	0.5104	0.7144
0.3687	8.1075	754	0.5236	0.3469	0.5236	0.7236
0.3687	8.1290	756	0.5374	0.3299	0.5374	0.7331
0.3687	8.1505	758	0.5459	0.3299	0.5459	0.7388
0.3687	8.1720	760	0.5171	0.3191	0.5171	0.7191
0.3687	8.1935	762	0.4855	0.4413	0.4855	0.6968
0.3687	8.2151	764	0.4738	0.4413	0.4738	0.6883
0.3687	8.2366	766	0.4679	0.4475	0.4679	0.6841
0.3687	8.2581	768	0.4602	0.4839	0.4602	0.6784
0.3687	8.2796	770	0.4641	0.4475	0.4641	0.6812
0.3687	8.3011	772	0.4773	0.4348	0.4773	0.6909
0.3687	8.3226	774	0.4972	0.3797	0.4972	0.7051
0.3687	8.3441	776	0.4968	0.3797	0.4968	0.7049
0.3687	8.3656	778	0.4840	0.4348	0.4840	0.6957
0.3687	8.3871	780	0.4688	0.4709	0.4688	0.6847
0.3687	8.4086	782	0.4512	0.4839	0.4512	0.6717
0.3687	8.4301	784	0.4454	0.5080	0.4454	0.6674
0.3687	8.4516	786	0.4454	0.5736	0.4454	0.6674
0.3687	8.4731	788	0.4476	0.5368	0.4476	0.6691
0.3687	8.4946	790	0.4512	0.5111	0.4512	0.6717
0.3687	8.5161	792	0.4599	0.4839	0.4599	0.6782
0.3687	8.5376	794	0.4651	0.4839	0.4651	0.6820
0.3687	8.5591	796	0.4673	0.4839	0.4673	0.6836
0.3687	8.5806	798	0.4729	0.4839	0.4729	0.6876
0.3687	8.6022	800	0.4678	0.4839	0.4678	0.6839
0.3687	8.6237	802	0.4583	0.4839	0.4583	0.6770
0.3687	8.6452	804	0.4573	0.4973	0.4573	0.6763
0.3687	8.6667	806	0.4574	0.4973	0.4574	0.6763
0.3687	8.6882	808	0.4646	0.4839	0.4646	0.6816
0.3687	8.7097	810	0.4737	0.4839	0.4737	0.6882
0.3687	8.7312	812	0.4885	0.4709	0.4885	0.6989
0.3687	8.7527	814	0.5082	0.3797	0.5082	0.7129
0.3687	8.7742	816	0.5113	0.3161	0.5113	0.7150
0.3687	8.7957	818	0.5020	0.3797	0.5020	0.7085
0.3687	8.8172	820	0.4826	0.4709	0.4826	0.6947
0.3687	8.8387	822	0.4644	0.4839	0.4644	0.6814
0.3687	8.8602	824	0.4531	0.5183	0.4531	0.6732
0.3687	8.8817	826	0.4520	0.4162	0.4520	0.6723
0.3687	8.9032	828	0.4563	0.3478	0.4563	0.6755
0.3687	8.9247	830	0.4557	0.3478	0.4557	0.6750
0.3687	8.9462	832	0.4512	0.3520	0.4512	0.6717
0.3687	8.9677	834	0.4506	0.5368	0.4506	0.6713
0.3687	8.9892	836	0.4607	0.4839	0.4607	0.6788
0.3687	9.0108	838	0.4811	0.4709	0.4811	0.6936
0.3687	9.0323	840	0.4956	0.4413	0.4956	0.7040
0.3687	9.0538	842	0.4961	0.4413	0.4961	0.7043
0.3687	9.0753	844	0.4868	0.4413	0.4868	0.6977
0.3687	9.0968	846	0.4710	0.4917	0.4710	0.6863
0.3687	9.1183	848	0.4611	0.4917	0.4611	0.6790
0.3687	9.1398	850	0.4578	0.4917	0.4578	0.6766
0.3687	9.1613	852	0.4546	0.4839	0.4546	0.6742
0.3687	9.1828	854	0.4522	0.4839	0.4522	0.6725
0.3687	9.2043	856	0.4485	0.4973	0.4485	0.6697
0.3687	9.2258	858	0.4459	0.4802	0.4459	0.6678
0.3687	9.2473	860	0.4443	0.4802	0.4443	0.6666
0.3687	9.2688	862	0.4434	0.4023	0.4434	0.6659
0.3687	9.2903	864	0.4435	0.4802	0.4435	0.6659
0.3687	9.3118	866	0.4440	0.4802	0.4440	0.6664
0.3687	9.3333	868	0.4444	0.4667	0.4444	0.6667
0.3687	9.3548	870	0.4469	0.4839	0.4469	0.6685
0.3687	9.3763	872	0.4511	0.4839	0.4511	0.6717
0.3687	9.3978	874	0.4560	0.4839	0.4560	0.6752
0.3687	9.4194	876	0.4596	0.4839	0.4596	0.6779
0.3687	9.4409	878	0.4624	0.4709	0.4624	0.6800
0.3687	9.4624	880	0.4654	0.4709	0.4654	0.6822
0.3687	9.4839	882	0.4651	0.4709	0.4651	0.6820
0.3687	9.5054	884	0.4611	0.4839	0.4611	0.6790
0.3687	9.5269	886	0.4563	0.4839	0.4563	0.6755
0.3687	9.5484	888	0.4541	0.4839	0.4541	0.6739
0.3687	9.5699	890	0.4518	0.4839	0.4518	0.6721
0.3687	9.5914	892	0.4509	0.4839	0.4509	0.6715
0.3687	9.6129	894	0.4506	0.4839	0.4506	0.6713
0.3687	9.6344	896	0.4505	0.4839	0.4505	0.6712
0.3687	9.6559	898	0.4513	0.4839	0.4513	0.6718
0.3687	9.6774	900	0.4532	0.4839	0.4532	0.6732
0.3687	9.6989	902	0.4553	0.4839	0.4553	0.6747
0.3687	9.7204	904	0.4559	0.4839	0.4559	0.6752
0.3687	9.7419	906	0.4560	0.4839	0.4560	0.6752
0.3687	9.7634	908	0.4555	0.4839	0.4555	0.6749
0.3687	9.7849	910	0.4551	0.4839	0.4551	0.6746
0.3687	9.8065	912	0.4551	0.4839	0.4551	0.6746
0.3687	9.8280	914	0.4551	0.4839	0.4551	0.6746
0.3687	9.8495	916	0.4547	0.4839	0.4547	0.6743
0.3687	9.8710	918	0.4541	0.4839	0.4541	0.6739
0.3687	9.8925	920	0.4535	0.4839	0.4535	0.6734
0.3687	9.9140	922	0.4528	0.4839	0.4528	0.6729
0.3687	9.9355	924	0.4525	0.4839	0.4525	0.6727
0.3687	9.9570	926	0.4522	0.4839	0.4522	0.6725
0.3687	9.9785	928	0.4521	0.4839	0.4521	0.6724
0.3687	10.0	930	0.4521	0.4839	0.4521	0.6724

Framework versions

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