ASAP_FineTuningBERT_Aug_k60_task1_organization_fold1

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5525
• Qwk: 0.5687
• Mse: 0.5525
• Rmse: 0.7433

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: 32
• eval_batch_size: 32
• 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	0.0022	2	9.7854	0.0	9.7855	3.1282
No log	0.0043	4	9.0019	0.0	9.0019	3.0003
No log	0.0065	6	8.6495	0.0	8.6495	2.9410
No log	0.0086	8	8.2510	-0.0210	8.2510	2.8724
No log	0.0108	10	7.6972	0.0005	7.6972	2.7744
No log	0.0129	12	7.0325	0.0	7.0325	2.6519
No log	0.0151	14	6.2449	0.0	6.2448	2.4990
No log	0.0172	16	5.5750	0.0	5.5750	2.3611
No log	0.0194	18	4.7621	0.0	4.7621	2.1822
No log	0.0216	20	4.0299	0.0	4.0299	2.0075
No log	0.0237	22	3.3864	0.0437	3.3864	1.8402
No log	0.0259	24	2.7447	0.0143	2.7447	1.6567
No log	0.0280	26	2.1377	0.0	2.1377	1.4621
No log	0.0302	28	1.6411	0.0	1.6411	1.2810
No log	0.0323	30	1.3239	0.1515	1.3239	1.1506
No log	0.0345	32	1.0680	0.0931	1.0680	1.0334
No log	0.0366	34	0.9412	0.0211	0.9412	0.9702
No log	0.0388	36	1.0081	0.0	1.0081	1.0040
No log	0.0409	38	0.8959	0.0	0.8959	0.9465
No log	0.0431	40	0.8720	0.0106	0.8720	0.9338
No log	0.0453	42	0.8763	0.0106	0.8763	0.9361
No log	0.0474	44	0.8646	0.0	0.8646	0.9298
No log	0.0496	46	0.8505	0.0	0.8505	0.9222
No log	0.0517	48	0.8413	0.0	0.8413	0.9172
No log	0.0539	50	0.8327	0.0	0.8327	0.9125
No log	0.0560	52	0.8256	0.0	0.8256	0.9086
No log	0.0582	54	0.8225	0.0	0.8225	0.9069
No log	0.0603	56	0.8199	0.0	0.8199	0.9055
No log	0.0625	58	0.8719	0.0	0.8719	0.9337
No log	0.0647	60	0.8460	0.0	0.8460	0.9198
No log	0.0668	62	0.8240	0.0	0.8240	0.9077
No log	0.0690	64	0.8587	0.0755	0.8587	0.9266
No log	0.0711	66	0.8240	0.0	0.8240	0.9077
No log	0.0733	68	0.8498	0.0	0.8498	0.9219
No log	0.0754	70	0.8739	0.0106	0.8739	0.9348
No log	0.0776	72	0.8174	0.0	0.8174	0.9041
No log	0.0797	74	0.8673	0.0959	0.8673	0.9313
No log	0.0819	76	0.8452	0.0367	0.8452	0.9193
No log	0.0841	78	0.8113	0.0	0.8113	0.9007
No log	0.0862	80	0.8820	0.0106	0.8820	0.9392
No log	0.0884	82	0.8402	0.0106	0.8402	0.9166
No log	0.0905	84	0.8098	0.0	0.8098	0.8999
No log	0.0927	86	0.8364	0.0	0.8364	0.9145
No log	0.0948	88	0.8417	0.0	0.8417	0.9175
No log	0.0970	90	0.8081	0.0	0.8081	0.8990
No log	0.0991	92	0.7739	0.0106	0.7739	0.8797
No log	0.1013	94	0.8318	0.0592	0.8318	0.9120
No log	0.1034	96	0.7905	0.0545	0.7905	0.8891
No log	0.1056	98	0.7333	0.1038	0.7333	0.8563
No log	0.1078	100	0.7727	0.3130	0.7727	0.8791
No log	0.1099	102	0.7473	0.2923	0.7473	0.8644
No log	0.1121	104	0.7137	0.1112	0.7137	0.8448
No log	0.1142	106	0.7185	0.1483	0.7185	0.8476
No log	0.1164	108	0.7523	0.2957	0.7523	0.8674
No log	0.1185	110	0.7799	0.3304	0.7799	0.8831
No log	0.1207	112	0.7531	0.2957	0.7531	0.8678
No log	0.1228	114	0.7413	0.2858	0.7413	0.8610
No log	0.125	116	0.7961	0.2992	0.7961	0.8922
No log	0.1272	118	0.7879	0.3170	0.7879	0.8876
No log	0.1293	120	0.7430	0.0608	0.7430	0.8620
No log	0.1315	122	0.7809	0.0211	0.7809	0.8837
No log	0.1336	124	0.7462	0.0488	0.7462	0.8639
No log	0.1358	126	0.8174	0.3813	0.8174	0.9041
No log	0.1379	128	0.8859	0.3766	0.8859	0.9412
No log	0.1401	130	0.8204	0.3907	0.8204	0.9058
No log	0.1422	132	0.7624	0.1243	0.7624	0.8731
No log	0.1444	134	0.8022	0.0	0.8022	0.8957
No log	0.1466	136	0.8109	0.0	0.8109	0.9005
No log	0.1487	138	0.7572	0.0608	0.7572	0.8702
No log	0.1509	140	0.7791	0.2658	0.7791	0.8827
No log	0.1530	142	0.7675	0.2701	0.7675	0.8761
No log	0.1552	144	0.7316	0.1203	0.7316	0.8554
No log	0.1573	146	0.7579	0.0488	0.7579	0.8706
No log	0.1595	148	0.7473	0.0795	0.7473	0.8644
No log	0.1616	150	0.7338	0.1286	0.7338	0.8566
No log	0.1638	152	0.7587	0.2926	0.7587	0.8710
No log	0.1659	154	0.7880	0.3615	0.7880	0.8877
No log	0.1681	156	0.7467	0.2412	0.7467	0.8641
No log	0.1703	158	0.7368	0.0985	0.7368	0.8584
No log	0.1724	160	0.7089	0.1692	0.7089	0.8420
No log	0.1746	162	0.7557	0.3863	0.7557	0.8693
No log	0.1767	164	0.7689	0.4065	0.7689	0.8769
No log	0.1789	166	0.6924	0.2999	0.6924	0.8321
No log	0.1810	168	0.6695	0.2637	0.6695	0.8182
No log	0.1832	170	0.6853	0.3323	0.6853	0.8278
No log	0.1853	172	0.6968	0.3784	0.6968	0.8347
No log	0.1875	174	0.7104	0.4037	0.7104	0.8429
No log	0.1897	176	0.6872	0.3853	0.6872	0.8290
No log	0.1918	178	0.7103	0.3856	0.7103	0.8428
No log	0.1940	180	0.8204	0.3316	0.8204	0.9058
No log	0.1961	182	0.8002	0.3708	0.8002	0.8945
No log	0.1983	184	0.7126	0.2282	0.7126	0.8441
No log	0.2004	186	0.7211	0.1398	0.7211	0.8492
No log	0.2026	188	0.7267	0.2336	0.7267	0.8525
No log	0.2047	190	0.7994	0.3891	0.7994	0.8941
No log	0.2069	192	0.8929	0.3544	0.8929	0.9449
No log	0.2091	194	0.8575	0.3619	0.8575	0.9260
No log	0.2112	196	0.7142	0.3915	0.7142	0.8451
No log	0.2134	198	0.6523	0.2646	0.6523	0.8077
No log	0.2155	200	0.6385	0.2880	0.6385	0.7990
No log	0.2177	202	0.6635	0.3904	0.6635	0.8145
No log	0.2198	204	0.7930	0.3905	0.7930	0.8905
No log	0.2220	206	0.8377	0.3848	0.8377	0.9153
No log	0.2241	208	0.7552	0.4068	0.7552	0.8690
No log	0.2263	210	0.6291	0.3963	0.6291	0.7932
No log	0.2284	212	0.6510	0.2699	0.6510	0.8068
No log	0.2306	214	0.6577	0.2605	0.6577	0.8110
No log	0.2328	216	0.6414	0.3075	0.6414	0.8009
No log	0.2349	218	0.6990	0.4249	0.6990	0.8361
No log	0.2371	220	0.7406	0.4016	0.7406	0.8606
No log	0.2392	222	0.6715	0.4136	0.6715	0.8194
No log	0.2414	224	0.6148	0.3427	0.6148	0.7841
No log	0.2435	226	0.6007	0.3412	0.6007	0.7751
No log	0.2457	228	0.5965	0.3936	0.5965	0.7723
No log	0.2478	230	0.5985	0.4080	0.5985	0.7736
No log	0.25	232	0.5966	0.3991	0.5966	0.7724
No log	0.2522	234	0.5888	0.3915	0.5888	0.7673
No log	0.2543	236	0.5815	0.3679	0.5815	0.7625
No log	0.2565	238	0.6384	0.4888	0.6384	0.7990
No log	0.2586	240	0.6863	0.4497	0.6863	0.8285
No log	0.2608	242	0.6084	0.4659	0.6084	0.7800
No log	0.2629	244	0.5812	0.3633	0.5812	0.7623
No log	0.2651	246	0.5878	0.4145	0.5878	0.7667
No log	0.2672	248	0.6420	0.4715	0.6420	0.8012
No log	0.2694	250	0.6184	0.4968	0.6184	0.7864
No log	0.2716	252	0.5670	0.3612	0.5670	0.7530
No log	0.2737	254	0.5880	0.3090	0.5880	0.7668
No log	0.2759	256	0.5653	0.4099	0.5653	0.7519
No log	0.2780	258	0.6003	0.4240	0.6003	0.7748
No log	0.2802	260	0.5989	0.4242	0.5989	0.7739
No log	0.2823	262	0.5805	0.4178	0.5805	0.7619
No log	0.2845	264	0.5804	0.3762	0.5804	0.7618
No log	0.2866	266	0.5747	0.4243	0.5747	0.7581
No log	0.2888	268	0.5784	0.4226	0.5784	0.7605
No log	0.2909	270	0.5911	0.3719	0.5911	0.7689
No log	0.2931	272	0.5949	0.3730	0.5949	0.7713
No log	0.2953	274	0.6227	0.4282	0.6227	0.7891
No log	0.2974	276	0.7043	0.4198	0.7043	0.8392
No log	0.2996	278	0.6695	0.3949	0.6695	0.8183
No log	0.3017	280	0.6455	0.3946	0.6455	0.8035
No log	0.3039	282	0.6466	0.3884	0.6466	0.8041
No log	0.3060	284	0.6815	0.3814	0.6815	0.8256
No log	0.3082	286	0.6857	0.4147	0.6857	0.8281
No log	0.3103	288	0.6098	0.4289	0.6098	0.7809
No log	0.3125	290	0.5867	0.3905	0.5867	0.7660
No log	0.3147	292	0.5973	0.4062	0.5973	0.7729
No log	0.3168	294	0.7243	0.4432	0.7243	0.8510
No log	0.3190	296	0.8202	0.4459	0.8202	0.9057
No log	0.3211	298	0.7110	0.4404	0.7110	0.8432
No log	0.3233	300	0.6450	0.4466	0.6450	0.8031
No log	0.3254	302	0.5836	0.3616	0.5836	0.7639
No log	0.3276	304	0.5712	0.3684	0.5712	0.7558
No log	0.3297	306	0.5829	0.4454	0.5829	0.7635
No log	0.3319	308	0.5830	0.4542	0.5830	0.7636
No log	0.3341	310	0.5610	0.4613	0.5610	0.7490
No log	0.3362	312	0.6013	0.5249	0.6013	0.7755
No log	0.3384	314	0.5921	0.5001	0.5921	0.7695
No log	0.3405	316	0.5408	0.4695	0.5408	0.7354
No log	0.3427	318	0.5844	0.4913	0.5844	0.7645
No log	0.3448	320	0.6182	0.4695	0.6182	0.7862
No log	0.3470	322	0.6654	0.4941	0.6654	0.8157
No log	0.3491	324	0.6126	0.4874	0.6126	0.7827
No log	0.3513	326	0.5382	0.5218	0.5382	0.7336
No log	0.3534	328	0.6221	0.5134	0.6221	0.7887
No log	0.3556	330	0.7815	0.4437	0.7815	0.8840
No log	0.3578	332	0.7500	0.4340	0.7500	0.8660
No log	0.3599	334	0.6575	0.4718	0.6575	0.8109
No log	0.3621	336	0.6524	0.4787	0.6524	0.8077
No log	0.3642	338	0.7287	0.4360	0.7287	0.8537
No log	0.3664	340	0.6683	0.4772	0.6683	0.8175
No log	0.3685	342	0.5553	0.4462	0.5553	0.7452
No log	0.3707	344	0.5482	0.4020	0.5482	0.7404
No log	0.3728	346	0.5519	0.4704	0.5519	0.7429
No log	0.375	348	0.5558	0.4809	0.5558	0.7455
No log	0.3772	350	0.5875	0.4806	0.5875	0.7665
No log	0.3793	352	0.6700	0.4976	0.6700	0.8185
No log	0.3815	354	0.6037	0.4911	0.6037	0.7770
No log	0.3836	356	0.5563	0.4315	0.5563	0.7459
No log	0.3858	358	0.5731	0.3842	0.5731	0.7570
No log	0.3879	360	0.5570	0.4450	0.5570	0.7463
No log	0.3901	362	0.5867	0.4975	0.5867	0.7660
No log	0.3922	364	0.5675	0.4885	0.5675	0.7533
No log	0.3944	366	0.5393	0.4606	0.5393	0.7344
No log	0.3966	368	0.5544	0.4829	0.5544	0.7446
No log	0.3987	370	0.5657	0.4697	0.5657	0.7521
No log	0.4009	372	0.6669	0.5318	0.6669	0.8166
No log	0.4030	374	0.6994	0.5130	0.6994	0.8363
No log	0.4052	376	0.5755	0.4502	0.5755	0.7586
No log	0.4073	378	0.5748	0.4423	0.5748	0.7582
No log	0.4095	380	0.6216	0.4538	0.6216	0.7884
No log	0.4116	382	0.6423	0.4577	0.6423	0.8014
No log	0.4138	384	0.5850	0.4560	0.5850	0.7649
No log	0.4159	386	0.6282	0.4800	0.6282	0.7926
No log	0.4181	388	0.6667	0.5348	0.6667	0.8165
No log	0.4203	390	0.7036	0.5466	0.7036	0.8388
No log	0.4224	392	0.5273	0.4781	0.5273	0.7262
No log	0.4246	394	0.5171	0.5033	0.5171	0.7191
No log	0.4267	396	0.5071	0.5036	0.5071	0.7121
No log	0.4289	398	0.5339	0.5301	0.5339	0.7307
No log	0.4310	400	0.4861	0.5143	0.4861	0.6972
No log	0.4332	402	0.4871	0.4820	0.4870	0.6979
No log	0.4353	404	0.4975	0.4807	0.4975	0.7053
No log	0.4375	406	0.5694	0.5918	0.5694	0.7546
No log	0.4397	408	0.5730	0.5816	0.5730	0.7570
No log	0.4418	410	0.5124	0.4361	0.5124	0.7158
No log	0.4440	412	0.5578	0.3844	0.5578	0.7469
No log	0.4461	414	0.5434	0.4016	0.5434	0.7371
No log	0.4483	416	0.5998	0.5108	0.5998	0.7745
No log	0.4504	418	0.6804	0.5167	0.6804	0.8249
No log	0.4526	420	0.5863	0.4934	0.5863	0.7657
No log	0.4547	422	0.5313	0.4329	0.5313	0.7289
No log	0.4569	424	0.5276	0.5019	0.5276	0.7264
No log	0.4591	426	0.6329	0.6008	0.6329	0.7955
No log	0.4612	428	0.5744	0.6191	0.5744	0.7579
No log	0.4634	430	0.4963	0.5426	0.4963	0.7045
No log	0.4655	432	0.4888	0.5264	0.4888	0.6992
No log	0.4677	434	0.5091	0.5452	0.5091	0.7135
No log	0.4698	436	0.5153	0.5280	0.5153	0.7179
No log	0.4720	438	0.5301	0.5156	0.5301	0.7281
No log	0.4741	440	0.5364	0.4923	0.5364	0.7324
No log	0.4763	442	0.5511	0.4743	0.5511	0.7424
No log	0.4784	444	0.5438	0.4045	0.5438	0.7375
No log	0.4806	446	0.5671	0.4566	0.5671	0.7531
No log	0.4828	448	0.6015	0.4976	0.6015	0.7756
No log	0.4849	450	0.6361	0.5038	0.6361	0.7975
No log	0.4871	452	0.7523	0.5178	0.7523	0.8673
No log	0.4892	454	0.6657	0.5239	0.6657	0.8159
No log	0.4914	456	0.5501	0.5042	0.5501	0.7417
No log	0.4935	458	0.5815	0.5280	0.5815	0.7625
No log	0.4957	460	0.5680	0.5484	0.5680	0.7537
No log	0.4978	462	0.5348	0.5378	0.5348	0.7313
No log	0.5	464	0.4904	0.4978	0.4904	0.7003
No log	0.5022	466	0.4987	0.5266	0.4987	0.7062
No log	0.5043	468	0.6196	0.5784	0.6196	0.7871
No log	0.5065	470	0.6705	0.5756	0.6705	0.8189
No log	0.5086	472	0.5486	0.5699	0.5486	0.7407
No log	0.5108	474	0.5488	0.5644	0.5488	0.7408
No log	0.5129	476	0.5618	0.5607	0.5618	0.7495
No log	0.5151	478	0.5759	0.5448	0.5759	0.7589
No log	0.5172	480	0.5868	0.5304	0.5868	0.7661
No log	0.5194	482	0.5601	0.4847	0.5601	0.7484
No log	0.5216	484	0.5729	0.4805	0.5729	0.7569
No log	0.5237	486	0.6660	0.5149	0.6660	0.8161
No log	0.5259	488	0.6830	0.5284	0.6830	0.8265
No log	0.5280	490	0.6289	0.5312	0.6289	0.7930
No log	0.5302	492	0.5901	0.5223	0.5901	0.7682
No log	0.5323	494	0.5475	0.5312	0.5475	0.7400
No log	0.5345	496	0.6076	0.5297	0.6076	0.7795
No log	0.5366	498	0.6493	0.5228	0.6493	0.8058
0.5888	0.5388	500	0.6189	0.4707	0.6189	0.7867
0.5888	0.5409	502	0.6279	0.4659	0.6279	0.7924
0.5888	0.5431	504	0.7794	0.5059	0.7794	0.8828
0.5888	0.5453	506	0.8536	0.4661	0.8536	0.9239
0.5888	0.5474	508	0.7770	0.4929	0.7770	0.8814
0.5888	0.5496	510	0.7514	0.4982	0.7514	0.8668
0.5888	0.5517	512	0.8940	0.4633	0.8940	0.9455
0.5888	0.5539	514	0.8283	0.4997	0.8283	0.9101
0.5888	0.5560	516	0.6178	0.5218	0.6178	0.7860
0.5888	0.5582	518	0.5805	0.4853	0.5805	0.7619
0.5888	0.5603	520	0.6380	0.5565	0.6380	0.7988
0.5888	0.5625	522	0.6590	0.5751	0.6590	0.8118
0.5888	0.5647	524	0.5430	0.5726	0.5430	0.7369
0.5888	0.5668	526	0.4617	0.5101	0.4617	0.6795
0.5888	0.5690	528	0.4562	0.5053	0.4562	0.6755
0.5888	0.5711	530	0.4695	0.5648	0.4695	0.6852
0.5888	0.5733	532	0.5377	0.6062	0.5377	0.7333
0.5888	0.5754	534	0.5020	0.6020	0.5020	0.7085
0.5888	0.5776	536	0.4622	0.4910	0.4622	0.6798
0.5888	0.5797	538	0.4739	0.4714	0.4739	0.6884
0.5888	0.5819	540	0.4642	0.5125	0.4642	0.6813
0.5888	0.5841	542	0.4796	0.5729	0.4796	0.6925
0.5888	0.5862	544	0.5042	0.5939	0.5042	0.7100
0.5888	0.5884	546	0.4553	0.5168	0.4553	0.6748
0.5888	0.5905	548	0.4980	0.4378	0.4980	0.7057
0.5888	0.5927	550	0.5022	0.4303	0.5022	0.7086
0.5888	0.5948	552	0.4596	0.4800	0.4596	0.6779
0.5888	0.5970	554	0.4477	0.5050	0.4477	0.6691
0.5888	0.5991	556	0.4791	0.5878	0.4791	0.6921
0.5888	0.6013	558	0.4584	0.5111	0.4584	0.6770
0.5888	0.6034	560	0.4686	0.4821	0.4686	0.6845
0.5888	0.6056	562	0.4811	0.4801	0.4811	0.6936
0.5888	0.6078	564	0.5014	0.4773	0.5014	0.7081
0.5888	0.6099	566	0.5674	0.5082	0.5674	0.7533
0.5888	0.6121	568	0.6242	0.5305	0.6242	0.7900
0.5888	0.6142	570	0.7177	0.5602	0.7177	0.8472
0.5888	0.6164	572	0.8089	0.5330	0.8089	0.8994
0.5888	0.6185	574	0.9451	0.5279	0.9451	0.9721
0.5888	0.6207	576	0.8136	0.5820	0.8136	0.9020
0.5888	0.6228	578	0.6269	0.6113	0.6269	0.7918
0.5888	0.625	580	0.7023	0.6503	0.7023	0.8380
0.5888	0.6272	582	0.8095	0.6179	0.8095	0.8997
0.5888	0.6293	584	0.5866	0.6556	0.5866	0.7659
0.5888	0.6315	586	0.5092	0.6272	0.5092	0.7136
0.5888	0.6336	588	0.5348	0.6470	0.5348	0.7313
0.5888	0.6358	590	0.5964	0.6503	0.5964	0.7723
0.5888	0.6379	592	0.5079	0.6504	0.5079	0.7127
0.5888	0.6401	594	0.4430	0.5222	0.4430	0.6656
0.5888	0.6422	596	0.4492	0.5040	0.4492	0.6702
0.5888	0.6444	598	0.4793	0.6026	0.4793	0.6923
0.5888	0.6466	600	0.6337	0.6246	0.6337	0.7960
0.5888	0.6487	602	0.6103	0.6406	0.6103	0.7812
0.5888	0.6509	604	0.4902	0.5399	0.4902	0.7002
0.5888	0.6530	606	0.5132	0.4063	0.5132	0.7164
0.5888	0.6552	608	0.5223	0.3905	0.5223	0.7227
0.5888	0.6573	610	0.4801	0.4681	0.4801	0.6929
0.5888	0.6595	612	0.5622	0.6273	0.5622	0.7498
0.5888	0.6616	614	0.6278	0.6109	0.6278	0.7924
0.5888	0.6638	616	0.5318	0.5940	0.5318	0.7292
0.5888	0.6659	618	0.4778	0.4528	0.4778	0.6912
0.5888	0.6681	620	0.5542	0.3286	0.5542	0.7444
0.5888	0.6703	622	0.5570	0.3263	0.5570	0.7463
0.5888	0.6724	624	0.4832	0.4304	0.4832	0.6951
0.5888	0.6746	626	0.4861	0.5529	0.4861	0.6972
0.5888	0.6767	628	0.5414	0.6239	0.5414	0.7358
0.5888	0.6789	630	0.5169	0.5853	0.5169	0.7190
0.5888	0.6810	632	0.4836	0.5021	0.4836	0.6954
0.5888	0.6832	634	0.4940	0.5203	0.4940	0.7029
0.5888	0.6853	636	0.5637	0.6105	0.5637	0.7508
0.5888	0.6875	638	0.6810	0.6188	0.6810	0.8252
0.5888	0.6897	640	0.6414	0.6076	0.6414	0.8008
0.5888	0.6918	642	0.5410	0.5491	0.5410	0.7355
0.5888	0.6940	644	0.5266	0.5214	0.5266	0.7257
0.5888	0.6961	646	0.5227	0.5019	0.5227	0.7230
0.5888	0.6983	648	0.5634	0.5539	0.5634	0.7506
0.5888	0.7004	650	0.7546	0.5423	0.7546	0.8687
0.5888	0.7026	652	0.8415	0.5625	0.8415	0.9173
0.5888	0.7047	654	0.6870	0.5584	0.6870	0.8288
0.5888	0.7069	656	0.5175	0.5392	0.5175	0.7193
0.5888	0.7091	658	0.5001	0.4325	0.5001	0.7072
0.5888	0.7112	660	0.4993	0.5188	0.4993	0.7066
0.5888	0.7134	662	0.6268	0.5637	0.6268	0.7917
0.5888	0.7155	664	0.7931	0.5652	0.7931	0.8906
0.5888	0.7177	666	0.7626	0.5656	0.7626	0.8733
0.5888	0.7198	668	0.6748	0.5194	0.6748	0.8215
0.5888	0.7220	670	0.6632	0.5124	0.6632	0.8144
0.5888	0.7241	672	0.7503	0.5544	0.7503	0.8662
0.5888	0.7263	674	0.9167	0.5599	0.9167	0.9575
0.5888	0.7284	676	0.9431	0.5794	0.9431	0.9711
0.5888	0.7306	678	0.8082	0.6017	0.8082	0.8990
0.5888	0.7328	680	0.6898	0.6171	0.6898	0.8305
0.5888	0.7349	682	0.6171	0.6130	0.6171	0.7856
0.5888	0.7371	684	0.5209	0.5829	0.5209	0.7218
0.5888	0.7392	686	0.5342	0.6076	0.5342	0.7309
0.5888	0.7414	688	0.6040	0.6612	0.6040	0.7772
0.5888	0.7435	690	0.5675	0.6569	0.5675	0.7533
0.5888	0.7457	692	0.4903	0.5862	0.4903	0.7002
0.5888	0.7478	694	0.4794	0.5702	0.4794	0.6924
0.5888	0.75	696	0.4706	0.5454	0.4706	0.6860
0.5888	0.7522	698	0.5143	0.5838	0.5143	0.7171
0.5888	0.7543	700	0.6087	0.6472	0.6087	0.7802
0.5888	0.7565	702	0.6368	0.6424	0.6368	0.7980
0.5888	0.7586	704	0.5817	0.6222	0.5817	0.7627
0.5888	0.7608	706	0.6176	0.6260	0.6176	0.7859
0.5888	0.7629	708	0.5653	0.6205	0.5653	0.7518
0.5888	0.7651	710	0.6255	0.6216	0.6255	0.7909
0.5888	0.7672	712	0.5845	0.6190	0.5845	0.7645
0.5888	0.7694	714	0.5003	0.5530	0.5003	0.7073
0.5888	0.7716	716	0.5140	0.5532	0.5140	0.7169
0.5888	0.7737	718	0.5135	0.5574	0.5135	0.7166
0.5888	0.7759	720	0.4943	0.5306	0.4943	0.7031
0.5888	0.7780	722	0.4887	0.4930	0.4887	0.6991
0.5888	0.7802	724	0.4884	0.5054	0.4884	0.6989
0.5888	0.7823	726	0.5191	0.5538	0.5191	0.7205
0.5888	0.7845	728	0.5228	0.5658	0.5228	0.7231
0.5888	0.7866	730	0.4770	0.5132	0.4770	0.6907
0.5888	0.7888	732	0.4780	0.4863	0.4780	0.6914
0.5888	0.7909	734	0.4772	0.5105	0.4772	0.6908
0.5888	0.7931	736	0.5125	0.5834	0.5125	0.7159
0.5888	0.7953	738	0.6312	0.6092	0.6312	0.7945
0.5888	0.7974	740	0.5690	0.6148	0.5690	0.7543
0.5888	0.7996	742	0.4649	0.5126	0.4649	0.6818
0.5888	0.8017	744	0.5466	0.3618	0.5466	0.7393
0.5888	0.8039	746	0.5622	0.3571	0.5622	0.7498
0.5888	0.8060	748	0.5056	0.4379	0.5056	0.7110
0.5888	0.8082	750	0.5302	0.5254	0.5302	0.7282
0.5888	0.8103	752	0.6194	0.5289	0.6194	0.7870
0.5888	0.8125	754	0.5923	0.5145	0.5923	0.7696
0.5888	0.8147	756	0.5383	0.4422	0.5383	0.7337
0.5888	0.8168	758	0.5511	0.3813	0.5511	0.7424
0.5888	0.8190	760	0.5449	0.4260	0.5449	0.7382
0.5888	0.8211	762	0.6066	0.4850	0.6066	0.7788
0.5888	0.8233	764	0.6770	0.5167	0.6770	0.8228
0.5888	0.8254	766	0.6341	0.5013	0.6341	0.7963
0.5888	0.8276	768	0.5995	0.4690	0.5995	0.7743
0.5888	0.8297	770	0.5869	0.4543	0.5869	0.7661
0.5888	0.8319	772	0.5650	0.4472	0.5650	0.7516
0.5888	0.8341	774	0.5665	0.4593	0.5665	0.7527
0.5888	0.8362	776	0.5582	0.4789	0.5582	0.7471
0.5888	0.8384	778	0.6043	0.5302	0.6043	0.7774
0.5888	0.8405	780	0.6916	0.5497	0.6916	0.8316
0.5888	0.8427	782	0.6451	0.5540	0.6451	0.8032
0.5888	0.8448	784	0.5453	0.5776	0.5453	0.7384
0.5888	0.8470	786	0.5151	0.5958	0.5151	0.7177
0.5888	0.8491	788	0.5825	0.6077	0.5825	0.7632
0.5888	0.8513	790	0.5705	0.6368	0.5705	0.7553
0.5888	0.8534	792	0.5373	0.6188	0.5373	0.7330
0.5888	0.8556	794	0.4641	0.6302	0.4641	0.6813
0.5888	0.8578	796	0.4371	0.5630	0.4371	0.6612
0.5888	0.8599	798	0.4339	0.5523	0.4339	0.6587
0.5888	0.8621	800	0.4430	0.5901	0.4430	0.6656
0.5888	0.8642	802	0.5327	0.6576	0.5327	0.7299
0.5888	0.8664	804	0.5369	0.6628	0.5369	0.7327
0.5888	0.8685	806	0.4513	0.5953	0.4513	0.6718
0.5888	0.8707	808	0.4536	0.5342	0.4536	0.6735
0.5888	0.8728	810	0.4596	0.5244	0.4596	0.6779
0.5888	0.875	812	0.4416	0.5645	0.4416	0.6646
0.5888	0.8772	814	0.5521	0.6484	0.5521	0.7431
0.5888	0.8793	816	0.6095	0.6460	0.6095	0.7807
0.5888	0.8815	818	0.6076	0.6174	0.6076	0.7795
0.5888	0.8836	820	0.5321	0.5844	0.5321	0.7295
0.5888	0.8858	822	0.5424	0.5640	0.5424	0.7365
0.5888	0.8879	824	0.6327	0.5636	0.6327	0.7954
0.5888	0.8901	826	0.7852	0.5506	0.7852	0.8861
0.5888	0.8922	828	0.7703	0.5462	0.7703	0.8776
0.5888	0.8944	830	0.6462	0.5602	0.6462	0.8039
0.5888	0.8966	832	0.5499	0.5619	0.5499	0.7415
0.5888	0.8987	834	0.5260	0.5707	0.5260	0.7252
0.5888	0.9009	836	0.5311	0.5751	0.5311	0.7288
0.5888	0.9030	838	0.6096	0.5604	0.6096	0.7808
0.5888	0.9052	840	0.6064	0.5663	0.6064	0.7787
0.5888	0.9073	842	0.5333	0.5816	0.5333	0.7303
0.5888	0.9095	844	0.5135	0.5762	0.5135	0.7166
0.5888	0.9116	846	0.5382	0.5760	0.5382	0.7336
0.5888	0.9138	848	0.5477	0.5770	0.5477	0.7401
0.5888	0.9159	850	0.5980	0.5754	0.5980	0.7733
0.5888	0.9181	852	0.5847	0.5726	0.5847	0.7646
0.5888	0.9203	854	0.6130	0.5782	0.6130	0.7830
0.5888	0.9224	856	0.5739	0.5728	0.5739	0.7576
0.5888	0.9246	858	0.6278	0.5688	0.6278	0.7923
0.5888	0.9267	860	0.7478	0.5508	0.7478	0.8647
0.5888	0.9289	862	0.7791	0.5475	0.7791	0.8827
0.5888	0.9310	864	0.6361	0.5913	0.6361	0.7976
0.5888	0.9332	866	0.4868	0.5796	0.4868	0.6977
0.5888	0.9353	868	0.4697	0.5446	0.4697	0.6853
0.5888	0.9375	870	0.4801	0.5703	0.4801	0.6929
0.5888	0.9397	872	0.5755	0.5894	0.5755	0.7586
0.5888	0.9418	874	0.6575	0.5842	0.6575	0.8108
0.5888	0.9440	876	0.6024	0.6042	0.6024	0.7761
0.5888	0.9461	878	0.4892	0.5999	0.4892	0.6994
0.5888	0.9483	880	0.4548	0.5059	0.4548	0.6744
0.5888	0.9504	882	0.4881	0.4215	0.4881	0.6987
0.5888	0.9526	884	0.4752	0.4609	0.4752	0.6893
0.5888	0.9547	886	0.4601	0.5075	0.4601	0.6783
0.5888	0.9569	888	0.4931	0.6022	0.4931	0.7022
0.5888	0.9591	890	0.5412	0.6012	0.5412	0.7357
0.5888	0.9612	892	0.5611	0.6261	0.5611	0.7491
0.5888	0.9634	894	0.5365	0.6237	0.5365	0.7324
0.5888	0.9655	896	0.4987	0.6235	0.4987	0.7062
0.5888	0.9677	898	0.4869	0.6026	0.4869	0.6978
0.5888	0.9698	900	0.4692	0.5820	0.4692	0.6850
0.5888	0.9720	902	0.4887	0.5984	0.4887	0.6991
0.5888	0.9741	904	0.6197	0.6281	0.6197	0.7872
0.5888	0.9763	906	0.6587	0.6408	0.6587	0.8116
0.5888	0.9784	908	0.5286	0.6173	0.5286	0.7271
0.5888	0.9806	910	0.4600	0.5653	0.4600	0.6782
0.5888	0.9828	912	0.4520	0.5557	0.4520	0.6723
0.5888	0.9849	914	0.4565	0.5902	0.4565	0.6756
0.5888	0.9871	916	0.4451	0.5554	0.4451	0.6672
0.5888	0.9892	918	0.4444	0.4939	0.4444	0.6666
0.5888	0.9914	920	0.4476	0.4758	0.4476	0.6691
0.5888	0.9935	922	0.4462	0.5186	0.4462	0.6680
0.5888	0.9957	924	0.4445	0.5248	0.4445	0.6667
0.5888	0.9978	926	0.4452	0.5031	0.4452	0.6673
0.5888	1.0	928	0.4483	0.5085	0.4483	0.6696
0.5888	1.0022	930	0.4488	0.5287	0.4488	0.6700
0.5888	1.0043	932	0.4857	0.5871	0.4857	0.6969
0.5888	1.0065	934	0.5071	0.6329	0.5071	0.7121
0.5888	1.0086	936	0.4663	0.5829	0.4663	0.6829
0.5888	1.0108	938	0.4771	0.6055	0.4771	0.6907
0.5888	1.0129	940	0.4644	0.6	0.4644	0.6814
0.5888	1.0151	942	0.4436	0.5677	0.4436	0.6660
0.5888	1.0172	944	0.4529	0.5875	0.4529	0.6730
0.5888	1.0194	946	0.4922	0.6358	0.4922	0.7015
0.5888	1.0216	948	0.5254	0.6651	0.5254	0.7249
0.5888	1.0237	950	0.4658	0.6123	0.4658	0.6825
0.5888	1.0259	952	0.4480	0.5636	0.4480	0.6693
0.5888	1.0280	954	0.4562	0.5491	0.4562	0.6754
0.5888	1.0302	956	0.4811	0.6018	0.4811	0.6936
0.5888	1.0323	958	0.5305	0.6089	0.5305	0.7284
0.5888	1.0345	960	0.5128	0.5875	0.5128	0.7161
0.5888	1.0366	962	0.4794	0.5123	0.4794	0.6924
0.5888	1.0388	964	0.4762	0.5163	0.4762	0.6901
0.5888	1.0409	966	0.5048	0.5764	0.5048	0.7105
0.5888	1.0431	968	0.5694	0.6260	0.5694	0.7546
0.5888	1.0453	970	0.5393	0.6147	0.5393	0.7344
0.5888	1.0474	972	0.4638	0.5861	0.4638	0.6811
0.5888	1.0496	974	0.4541	0.5339	0.4541	0.6738
0.5888	1.0517	976	0.4514	0.5541	0.4514	0.6719
0.5888	1.0539	978	0.4659	0.5969	0.4659	0.6826
0.5888	1.0560	980	0.4668	0.5973	0.4668	0.6832
0.5888	1.0582	982	0.4485	0.5596	0.4485	0.6697
0.5888	1.0603	984	0.4486	0.5671	0.4486	0.6698
0.5888	1.0625	986	0.4505	0.58	0.4505	0.6712
0.5888	1.0647	988	0.4512	0.5864	0.4512	0.6717
0.5888	1.0668	990	0.4699	0.6076	0.4699	0.6855
0.5888	1.0690	992	0.4869	0.6296	0.4869	0.6978
0.5888	1.0711	994	0.5182	0.6532	0.5182	0.7199
0.5888	1.0733	996	0.5521	0.6409	0.5521	0.7430
0.5888	1.0754	998	0.4925	0.6304	0.4925	0.7018
0.2277	1.0776	1000	0.4828	0.6145	0.4828	0.6949
0.2277	1.0797	1002	0.4990	0.6055	0.4990	0.7064
0.2277	1.0819	1004	0.5929	0.6108	0.5929	0.7700
0.2277	1.0841	1006	0.6263	0.6165	0.6263	0.7914
0.2277	1.0862	1008	0.5263	0.6068	0.5263	0.7255
0.2277	1.0884	1010	0.4772	0.5877	0.4772	0.6908
0.2277	1.0905	1012	0.4749	0.5849	0.4749	0.6891
0.2277	1.0927	1014	0.5003	0.6286	0.5003	0.7074
0.2277	1.0948	1016	0.5130	0.6455	0.5130	0.7162
0.2277	1.0970	1018	0.5504	0.6428	0.5504	0.7419
0.2277	1.0991	1020	0.4717	0.6112	0.4717	0.6868
0.2277	1.1013	1022	0.4394	0.5913	0.4394	0.6629
0.2277	1.1034	1024	0.4889	0.6115	0.4889	0.6992
0.2277	1.1056	1026	0.6813	0.6490	0.6813	0.8254
0.2277	1.1078	1028	0.7891	0.6172	0.7891	0.8883
0.2277	1.1099	1030	0.6636	0.5922	0.6636	0.8146
0.2277	1.1121	1032	0.5703	0.5930	0.5703	0.7552
0.2277	1.1142	1034	0.4962	0.5656	0.4962	0.7044
0.2277	1.1164	1036	0.4945	0.5367	0.4945	0.7032
0.2277	1.1185	1038	0.5525	0.5687	0.5525	0.7433

Framework versions

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