ASAP_FineTuningBERT_Aug_k60_task1_organization_fold4

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: 0.5228
• Qwk: 0.5026
• Mse: 0.5228
• Rmse: 0.7231

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	0.0023	2	12.1262	0.0	12.1262	3.4823
No log	0.0045	4	9.0733	0.0022	9.0733	3.0122
No log	0.0068	6	7.7168	0.0177	7.7168	2.7779
No log	0.0091	8	6.6026	0.0037	6.6026	2.5696
No log	0.0113	10	5.4281	0.0037	5.4281	2.3298
No log	0.0136	12	4.4779	0.0043	4.4779	2.1161
No log	0.0159	14	3.4417	0.0407	3.4417	1.8552
No log	0.0181	16	2.6675	0.0171	2.6675	1.6333
No log	0.0204	18	2.0578	0.0118	2.0578	1.4345
No log	0.0227	20	1.5690	0.0160	1.5690	1.2526
No log	0.0249	22	1.2009	0.1223	1.2009	1.0959
No log	0.0272	24	0.9613	0.0908	0.9613	0.9804
No log	0.0294	26	0.9250	0.0368	0.9250	0.9618
No log	0.0317	28	0.7912	0.0381	0.7912	0.8895
No log	0.0340	30	0.9171	0.0701	0.9171	0.9576
No log	0.0362	32	0.7551	0.1758	0.7551	0.8690
No log	0.0385	34	0.7393	0.0640	0.7393	0.8598
No log	0.0408	36	0.7565	0.0316	0.7565	0.8697
No log	0.0430	38	0.7356	0.0554	0.7356	0.8576
No log	0.0453	40	0.7309	0.0755	0.7309	0.8549
No log	0.0476	42	0.9078	0.0596	0.9078	0.9528
No log	0.0498	44	0.8044	0.0420	0.8044	0.8969
No log	0.0521	46	0.8016	0.1714	0.8016	0.8953
No log	0.0544	48	0.8475	0.3511	0.8475	0.9206
No log	0.0566	50	0.8601	0.0316	0.8601	0.9274
No log	0.0589	52	1.0619	0.0213	1.0619	1.0305
No log	0.0612	54	0.9994	0.0316	0.9994	0.9997
No log	0.0634	56	0.8280	0.0316	0.8280	0.9099
No log	0.0657	58	0.7825	0.0522	0.7825	0.8846
No log	0.0680	60	0.7871	0.0522	0.7871	0.8872
No log	0.0702	62	0.8014	0.0585	0.8014	0.8952
No log	0.0725	64	0.7416	0.0522	0.7416	0.8612
No log	0.0747	66	0.7041	0.1546	0.7041	0.8391
No log	0.0770	68	0.7090	0.0522	0.7090	0.8420
No log	0.0793	70	0.8213	0.0719	0.8213	0.9063
No log	0.0815	72	0.7610	0.0734	0.7610	0.8724
No log	0.0838	74	0.6851	0.0899	0.6851	0.8277
No log	0.0861	76	0.6713	0.1316	0.6713	0.8193
No log	0.0883	78	0.7446	0.0682	0.7446	0.8629
No log	0.0906	80	0.8736	0.1165	0.8736	0.9347
No log	0.0929	82	0.8053	0.0682	0.8053	0.8974
No log	0.0951	84	0.7251	0.0585	0.7251	0.8516
No log	0.0974	86	0.7025	0.0618	0.7025	0.8382
No log	0.0997	88	0.7415	0.0572	0.7415	0.8611
No log	0.1019	90	0.7794	0.0596	0.7794	0.8828
No log	0.1042	92	0.9027	0.1180	0.9027	0.9501
No log	0.1065	94	0.8838	0.1160	0.8838	0.9401
No log	0.1087	96	0.7090	0.0783	0.7090	0.8420
No log	0.1110	98	0.7472	0.3192	0.7472	0.8644
No log	0.1133	100	0.7728	0.3562	0.7728	0.8791
No log	0.1155	102	0.7476	0.2345	0.7476	0.8647
No log	0.1178	104	0.7789	0.0597	0.7789	0.8825
No log	0.1200	106	0.8215	0.0585	0.8215	0.9064
No log	0.1223	108	0.7659	0.0517	0.7659	0.8752
No log	0.1246	110	0.7724	0.3131	0.7724	0.8789
No log	0.1268	112	0.7923	0.4144	0.7923	0.8901
No log	0.1291	114	0.7337	0.2161	0.7337	0.8565
No log	0.1314	116	0.7249	0.0896	0.7249	0.8514
No log	0.1336	118	0.6980	0.1382	0.6980	0.8355
No log	0.1359	120	0.6789	0.2627	0.6789	0.8239
No log	0.1382	122	0.7136	0.4064	0.7136	0.8448
No log	0.1404	124	0.6604	0.2737	0.6604	0.8126
No log	0.1427	126	0.6935	0.0769	0.6935	0.8328
No log	0.1450	128	0.6750	0.0841	0.6750	0.8216
No log	0.1472	130	0.6930	0.0815	0.6930	0.8325
No log	0.1495	132	0.6532	0.1126	0.6532	0.8082
No log	0.1518	134	0.6457	0.3206	0.6457	0.8035
No log	0.1540	136	0.6544	0.3551	0.6544	0.8089
No log	0.1563	138	0.6391	0.3073	0.6391	0.7994
No log	0.1586	140	0.6360	0.2478	0.6360	0.7975
No log	0.1608	142	0.6340	0.2888	0.6340	0.7962
No log	0.1631	144	0.6351	0.2539	0.6351	0.7969
No log	0.1653	146	0.6677	0.3638	0.6677	0.8171
No log	0.1676	148	0.6743	0.3678	0.6743	0.8212
No log	0.1699	150	0.6596	0.3502	0.6596	0.8121
No log	0.1721	152	0.6342	0.2276	0.6342	0.7964
No log	0.1744	154	0.6751	0.1236	0.6751	0.8216
No log	0.1767	156	0.6496	0.1959	0.6496	0.8060
No log	0.1789	158	0.6588	0.3501	0.6588	0.8116
No log	0.1812	160	0.6577	0.3741	0.6577	0.8110
No log	0.1835	162	0.6450	0.1612	0.6450	0.8031
No log	0.1857	164	0.6473	0.1609	0.6473	0.8045
No log	0.1880	166	0.6101	0.3157	0.6101	0.7811
No log	0.1903	168	0.6181	0.3725	0.6181	0.7862
No log	0.1925	170	0.5960	0.3392	0.5960	0.7720
No log	0.1948	172	0.6549	0.3094	0.6549	0.8092
No log	0.1971	174	0.6179	0.3012	0.6179	0.7861
No log	0.1993	176	0.5960	0.2638	0.5960	0.7720
No log	0.2016	178	0.5985	0.2602	0.5985	0.7736
No log	0.2039	180	0.6356	0.1690	0.6356	0.7973
No log	0.2061	182	0.6116	0.2395	0.6116	0.7821
No log	0.2084	184	0.6094	0.3732	0.6094	0.7806
No log	0.2106	186	0.6100	0.2478	0.6100	0.7810
No log	0.2129	188	0.6566	0.1351	0.6566	0.8103
No log	0.2152	190	0.8061	0.1369	0.8061	0.8978
No log	0.2174	192	0.8242	0.1221	0.8242	0.9079
No log	0.2197	194	0.7194	0.0583	0.7194	0.8482
No log	0.2220	196	0.6802	0.2016	0.6802	0.8247
No log	0.2242	198	0.7335	0.4227	0.7335	0.8564
No log	0.2265	200	0.7462	0.4441	0.7462	0.8638
No log	0.2288	202	0.7052	0.2966	0.7052	0.8397
No log	0.2310	204	0.7007	0.0860	0.7007	0.8371
No log	0.2333	206	0.7181	0.0685	0.7181	0.8474
No log	0.2356	208	0.6632	0.1655	0.6632	0.8144
No log	0.2378	210	0.6591	0.4027	0.6591	0.8118
No log	0.2401	212	0.6888	0.4257	0.6888	0.8299
No log	0.2424	214	0.6326	0.3532	0.6326	0.7954
No log	0.2446	216	0.6280	0.2165	0.6280	0.7924
No log	0.2469	218	0.6271	0.2139	0.6271	0.7919
No log	0.2492	220	0.6170	0.3593	0.6170	0.7855
No log	0.2514	222	0.6226	0.3741	0.6226	0.7890
No log	0.2537	224	0.6308	0.2091	0.6308	0.7942
No log	0.2559	226	0.6351	0.2077	0.6351	0.7969
No log	0.2582	228	0.6329	0.2140	0.6329	0.7956
No log	0.2605	230	0.6128	0.3204	0.6128	0.7828
No log	0.2627	232	0.6360	0.4071	0.6360	0.7975
No log	0.2650	234	0.6543	0.4231	0.6543	0.8089
No log	0.2673	236	0.6186	0.3582	0.6186	0.7865
No log	0.2695	238	0.6222	0.2955	0.6222	0.7888
No log	0.2718	240	0.6012	0.3779	0.6012	0.7753
No log	0.2741	242	0.6207	0.4344	0.6207	0.7879
No log	0.2763	244	0.6389	0.4622	0.6389	0.7993
No log	0.2786	246	0.5929	0.3482	0.5929	0.7700
No log	0.2809	248	0.5955	0.3371	0.5955	0.7717
No log	0.2831	250	0.6005	0.3779	0.6005	0.7749
No log	0.2854	252	0.6498	0.4377	0.6498	0.8061
No log	0.2877	254	0.6515	0.4478	0.6515	0.8072
No log	0.2899	256	0.6158	0.2822	0.6158	0.7847
No log	0.2922	258	0.6400	0.2188	0.6400	0.8000
No log	0.2945	260	0.6553	0.1770	0.6553	0.8095
No log	0.2967	262	0.6507	0.3015	0.6507	0.8067
No log	0.2990	264	0.6753	0.3570	0.6753	0.8217
No log	0.3012	266	0.6585	0.3566	0.6585	0.8115
No log	0.3035	268	0.6824	0.1343	0.6824	0.8261
No log	0.3058	270	0.7263	0.1060	0.7263	0.8522
No log	0.3080	272	0.6614	0.1704	0.6614	0.8133
No log	0.3103	274	0.6935	0.3958	0.6935	0.8327
No log	0.3126	276	0.7535	0.4127	0.7535	0.8680
No log	0.3148	278	0.6764	0.3925	0.6764	0.8224
No log	0.3171	280	0.6570	0.1967	0.6570	0.8106
No log	0.3194	282	0.6958	0.1492	0.6958	0.8342
No log	0.3216	284	0.6358	0.2245	0.6358	0.7974
No log	0.3239	286	0.6146	0.3443	0.6146	0.7840
No log	0.3262	288	0.6142	0.3716	0.6142	0.7837
No log	0.3284	290	0.5946	0.3004	0.5946	0.7711
No log	0.3307	292	0.5927	0.2930	0.5927	0.7699
No log	0.3330	294	0.5865	0.3001	0.5865	0.7659
No log	0.3352	296	0.5838	0.3856	0.5838	0.7641
No log	0.3375	298	0.6097	0.4443	0.6097	0.7808
No log	0.3398	300	0.5918	0.4021	0.5918	0.7693
No log	0.3420	302	0.6019	0.2461	0.6019	0.7758
No log	0.3443	304	0.6336	0.2153	0.6336	0.7960
No log	0.3465	306	0.5805	0.2588	0.5805	0.7619
No log	0.3488	308	0.5870	0.4223	0.5870	0.7662
No log	0.3511	310	0.5619	0.4101	0.5619	0.7496
No log	0.3533	312	0.5719	0.2936	0.5719	0.7562
No log	0.3556	314	0.6333	0.2648	0.6333	0.7958
No log	0.3579	316	0.6441	0.2349	0.6441	0.8026
No log	0.3601	318	0.5696	0.2982	0.5696	0.7548
No log	0.3624	320	0.5979	0.4293	0.5979	0.7732
No log	0.3647	322	0.6005	0.4239	0.6005	0.7749
No log	0.3669	324	0.5945	0.3050	0.5945	0.7710
No log	0.3692	326	0.6037	0.3454	0.6037	0.7770
No log	0.3715	328	0.6166	0.3736	0.6166	0.7853
No log	0.3737	330	0.6115	0.2859	0.6115	0.7820
No log	0.3760	332	0.6253	0.2906	0.6253	0.7907
No log	0.3783	334	0.7095	0.4483	0.7095	0.8423
No log	0.3805	336	0.7494	0.4222	0.7494	0.8657
No log	0.3828	338	0.6648	0.3465	0.6648	0.8153
No log	0.3851	340	0.6640	0.2339	0.6640	0.8149
No log	0.3873	342	0.6666	0.2968	0.6666	0.8164
No log	0.3896	344	0.6639	0.3586	0.6639	0.8148
No log	0.3918	346	0.6435	0.3387	0.6435	0.8022
No log	0.3941	348	0.6826	0.4371	0.6826	0.8262
No log	0.3964	350	0.7541	0.4710	0.7541	0.8684
No log	0.3986	352	0.7009	0.4449	0.7009	0.8372
No log	0.4009	354	0.6373	0.3936	0.6373	0.7983
No log	0.4032	356	0.6316	0.3449	0.6316	0.7947
No log	0.4054	358	0.6929	0.4467	0.6929	0.8324
No log	0.4077	360	0.8071	0.4655	0.8071	0.8984
No log	0.4100	362	0.7375	0.4782	0.7375	0.8588
No log	0.4122	364	0.6106	0.3357	0.6106	0.7814
No log	0.4145	366	0.6117	0.2797	0.6117	0.7821
No log	0.4168	368	0.6031	0.3430	0.6031	0.7766
No log	0.4190	370	0.6979	0.4749	0.6979	0.8354
No log	0.4213	372	0.7491	0.4993	0.7491	0.8655
No log	0.4236	374	0.6282	0.4271	0.6282	0.7926
No log	0.4258	376	0.6023	0.2542	0.6023	0.7761
No log	0.4281	378	0.6033	0.2691	0.6033	0.7767
No log	0.4304	380	0.6153	0.3361	0.6153	0.7844
No log	0.4326	382	0.6452	0.4086	0.6452	0.8033
No log	0.4349	384	0.6539	0.4097	0.6539	0.8086
No log	0.4371	386	0.6301	0.3975	0.6301	0.7938
No log	0.4394	388	0.6057	0.2871	0.6057	0.7783
No log	0.4417	390	0.6029	0.3628	0.6029	0.7765
No log	0.4439	392	0.6922	0.4847	0.6922	0.8320
No log	0.4462	394	0.6796	0.4906	0.6796	0.8244
No log	0.4485	396	0.5967	0.4353	0.5967	0.7725
No log	0.4507	398	0.5579	0.3745	0.5579	0.7469
No log	0.4530	400	0.5807	0.3395	0.5807	0.7620
No log	0.4553	402	0.5572	0.3966	0.5572	0.7464
No log	0.4575	404	0.6262	0.5039	0.6262	0.7913
No log	0.4598	406	0.5827	0.4601	0.5827	0.7634
No log	0.4621	408	0.5666	0.3664	0.5666	0.7527
No log	0.4643	410	0.5627	0.3785	0.5627	0.7501
No log	0.4666	412	0.5854	0.4656	0.5854	0.7651
No log	0.4689	414	0.5963	0.4934	0.5963	0.7722
No log	0.4711	416	0.5424	0.4005	0.5424	0.7365
No log	0.4734	418	0.6303	0.3021	0.6303	0.7939
No log	0.4757	420	0.6169	0.3091	0.6169	0.7854
No log	0.4779	422	0.5401	0.3887	0.5401	0.7349
No log	0.4802	424	0.5824	0.5205	0.5824	0.7631
No log	0.4824	426	0.6227	0.5501	0.6227	0.7891
No log	0.4847	428	0.5379	0.4459	0.5379	0.7334
No log	0.4870	430	0.6192	0.3189	0.6192	0.7869
No log	0.4892	432	0.7367	0.2754	0.7367	0.8583
No log	0.4915	434	0.6501	0.3045	0.6501	0.8063
No log	0.4938	436	0.5348	0.3906	0.5348	0.7313
No log	0.4960	438	0.5975	0.5188	0.5975	0.7730
No log	0.4983	440	0.6046	0.5121	0.6046	0.7776
No log	0.5006	442	0.5499	0.4059	0.5499	0.7415
No log	0.5028	444	0.5724	0.2878	0.5724	0.7566
No log	0.5051	446	0.5674	0.3006	0.5674	0.7533
No log	0.5074	448	0.5544	0.4300	0.5544	0.7446
No log	0.5096	450	0.5707	0.4435	0.5707	0.7554
No log	0.5119	452	0.5682	0.4232	0.5682	0.7538
No log	0.5142	454	0.5672	0.3361	0.5672	0.7531
No log	0.5164	456	0.5858	0.2547	0.5858	0.7654
No log	0.5187	458	0.5919	0.2667	0.5919	0.7694
No log	0.5210	460	0.5595	0.3652	0.5595	0.7480
No log	0.5232	462	0.5825	0.4621	0.5825	0.7632
No log	0.5255	464	0.5816	0.4592	0.5816	0.7627
No log	0.5277	466	0.5590	0.3883	0.5590	0.7476
No log	0.5300	468	0.5740	0.2889	0.5740	0.7576
No log	0.5323	470	0.5643	0.3671	0.5643	0.7512
No log	0.5345	472	0.5747	0.4411	0.5747	0.7581
No log	0.5368	474	0.6815	0.5598	0.6815	0.8255
No log	0.5391	476	0.6638	0.5651	0.6638	0.8147
No log	0.5413	478	0.5736	0.4741	0.5736	0.7574
No log	0.5436	480	0.5978	0.5126	0.5978	0.7731
No log	0.5459	482	0.6945	0.5582	0.6945	0.8334
No log	0.5481	484	0.6003	0.5041	0.6003	0.7748
No log	0.5504	486	0.5789	0.4604	0.5789	0.7608
No log	0.5527	488	0.5831	0.4444	0.5831	0.7636
No log	0.5549	490	0.6262	0.4899	0.6262	0.7913
No log	0.5572	492	0.5900	0.4530	0.5900	0.7681
No log	0.5595	494	0.5754	0.4176	0.5754	0.7586
No log	0.5617	496	0.5614	0.3743	0.5614	0.7493
No log	0.5640	498	0.5621	0.3958	0.5621	0.7498
0.5394	0.5663	500	0.5762	0.4179	0.5762	0.7591
0.5394	0.5685	502	0.5627	0.3666	0.5627	0.7501
0.5394	0.5708	504	0.5649	0.3938	0.5649	0.7516
0.5394	0.5730	506	0.6183	0.4886	0.6183	0.7863
0.5394	0.5753	508	0.6826	0.5149	0.6826	0.8262
0.5394	0.5776	510	0.5840	0.4213	0.5840	0.7642
0.5394	0.5798	512	0.5683	0.3587	0.5683	0.7539
0.5394	0.5821	514	0.5821	0.3977	0.5821	0.7629
0.5394	0.5844	516	0.6508	0.4714	0.6508	0.8067
0.5394	0.5866	518	0.6050	0.4008	0.6050	0.7778
0.5394	0.5889	520	0.5877	0.3380	0.5877	0.7666
0.5394	0.5912	522	0.5970	0.3605	0.5970	0.7727
0.5394	0.5934	524	0.6695	0.4973	0.6695	0.8182
0.5394	0.5957	526	0.8328	0.5268	0.8328	0.9126
0.5394	0.5980	528	0.7813	0.5022	0.7813	0.8839
0.5394	0.6002	530	0.6696	0.4487	0.6696	0.8183
0.5394	0.6025	532	0.7239	0.4589	0.7239	0.8508
0.5394	0.6048	534	0.9645	0.5079	0.9645	0.9821
0.5394	0.6070	536	1.0153	0.4959	1.0153	1.0076
0.5394	0.6093	538	0.7299	0.4377	0.7299	0.8543
0.5394	0.6116	540	0.6518	0.2554	0.6518	0.8073
0.5394	0.6138	542	0.6488	0.2281	0.6488	0.8055
0.5394	0.6161	544	0.6292	0.3422	0.6292	0.7932
0.5394	0.6183	546	0.6973	0.4449	0.6973	0.8350
0.5394	0.6206	548	0.6797	0.4631	0.6797	0.8244
0.5394	0.6229	550	0.5966	0.3753	0.5966	0.7724
0.5394	0.6251	552	0.5785	0.3277	0.5785	0.7606
0.5394	0.6274	554	0.5601	0.3643	0.5601	0.7484
0.5394	0.6297	556	0.5427	0.4424	0.5427	0.7367
0.5394	0.6319	558	0.5324	0.4512	0.5324	0.7297
0.5394	0.6342	560	0.5261	0.4863	0.5261	0.7253
0.5394	0.6365	562	0.5316	0.4354	0.5316	0.7291
0.5394	0.6387	564	0.5197	0.4673	0.5197	0.7209
0.5394	0.6410	566	0.5331	0.4957	0.5331	0.7301
0.5394	0.6433	568	0.6109	0.5172	0.6109	0.7816
0.5394	0.6455	570	0.5669	0.5323	0.5669	0.7529
0.5394	0.6478	572	0.5246	0.4221	0.5246	0.7243
0.5394	0.6501	574	0.5598	0.3569	0.5598	0.7482
0.5394	0.6523	576	0.5354	0.4046	0.5354	0.7317
0.5394	0.6546	578	0.5334	0.4557	0.5334	0.7303
0.5394	0.6569	580	0.5418	0.4819	0.5418	0.7361
0.5394	0.6591	582	0.5987	0.5332	0.5987	0.7738
0.5394	0.6614	584	0.6211	0.5254	0.6211	0.7881
0.5394	0.6636	586	0.6111	0.5020	0.6111	0.7817
0.5394	0.6659	588	0.6002	0.4835	0.6002	0.7747
0.5394	0.6682	590	0.6409	0.5102	0.6409	0.8006
0.5394	0.6704	592	0.6783	0.5240	0.6783	0.8236
0.5394	0.6727	594	0.6635	0.5256	0.6635	0.8146
0.5394	0.6750	596	0.5924	0.4953	0.5924	0.7697
0.5394	0.6772	598	0.5570	0.4577	0.5570	0.7463
0.5394	0.6795	600	0.5311	0.4149	0.5311	0.7288
0.5394	0.6818	602	0.5313	0.4427	0.5313	0.7289
0.5394	0.6840	604	0.5532	0.5164	0.5532	0.7438
0.5394	0.6863	606	0.5246	0.4622	0.5246	0.7243
0.5394	0.6886	608	0.5254	0.4657	0.5254	0.7249
0.5394	0.6908	610	0.5607	0.5449	0.5607	0.7488
0.5394	0.6931	612	0.5706	0.5386	0.5706	0.7554
0.5394	0.6954	614	0.5960	0.5423	0.5960	0.7720
0.5394	0.6976	616	0.5409	0.5043	0.5409	0.7355
0.5394	0.6999	618	0.5537	0.5121	0.5537	0.7441
0.5394	0.7022	620	0.5342	0.5024	0.5342	0.7309
0.5394	0.7044	622	0.5466	0.5011	0.5466	0.7393
0.5394	0.7067	624	0.5753	0.5097	0.5753	0.7585
0.5394	0.7089	626	0.5678	0.5216	0.5678	0.7535
0.5394	0.7112	628	0.6084	0.5632	0.6084	0.7800
0.5394	0.7135	630	0.5537	0.5214	0.5537	0.7441
0.5394	0.7157	632	0.5253	0.4639	0.5253	0.7248
0.5394	0.7180	634	0.5327	0.4796	0.5327	0.7299
0.5394	0.7203	636	0.5964	0.5561	0.5964	0.7723
0.5394	0.7225	638	0.5645	0.5320	0.5645	0.7513
0.5394	0.7248	640	0.5209	0.4593	0.5209	0.7217
0.5394	0.7271	642	0.5203	0.4667	0.5203	0.7213
0.5394	0.7293	644	0.5234	0.4900	0.5234	0.7234
0.5394	0.7316	646	0.5895	0.5923	0.5895	0.7678
0.5394	0.7339	648	0.5473	0.5815	0.5473	0.7398
0.5394	0.7361	650	0.5176	0.5657	0.5176	0.7195
0.5394	0.7384	652	0.5219	0.4887	0.5219	0.7224
0.5394	0.7407	654	0.5173	0.5321	0.5173	0.7192
0.5394	0.7429	656	0.5785	0.6067	0.5785	0.7606
0.5394	0.7452	658	0.5596	0.6045	0.5596	0.7481
0.5394	0.7475	660	0.5922	0.5964	0.5922	0.7695
0.5394	0.7497	662	0.5713	0.5913	0.5713	0.7559
0.5394	0.7520	664	0.5158	0.5660	0.5158	0.7182
0.5394	0.7542	666	0.5322	0.4617	0.5322	0.7295
0.5394	0.7565	668	0.5104	0.4931	0.5104	0.7144
0.5394	0.7588	670	0.5715	0.5862	0.5715	0.7560
0.5394	0.7610	672	0.6391	0.5939	0.6391	0.7994
0.5394	0.7633	674	0.5376	0.5790	0.5376	0.7332
0.5394	0.7656	676	0.5018	0.4806	0.5018	0.7084
0.5394	0.7678	678	0.5075	0.5385	0.5075	0.7124
0.5394	0.7701	680	0.5383	0.5745	0.5383	0.7337
0.5394	0.7724	682	0.6855	0.5975	0.6855	0.8280
0.5394	0.7746	684	0.6766	0.6011	0.6766	0.8226
0.5394	0.7769	686	0.5100	0.5703	0.5100	0.7141
0.5394	0.7792	688	0.4977	0.5082	0.4977	0.7055
0.5394	0.7814	690	0.4990	0.5336	0.4990	0.7064
0.5394	0.7837	692	0.4987	0.5405	0.4987	0.7062
0.5394	0.7860	694	0.5191	0.5725	0.5191	0.7205
0.5394	0.7882	696	0.5102	0.5406	0.5102	0.7143
0.5394	0.7905	698	0.5187	0.5528	0.5187	0.7202
0.5394	0.7928	700	0.5293	0.5672	0.5293	0.7276
0.5394	0.7950	702	0.5333	0.4984	0.5333	0.7303
0.5394	0.7973	704	0.5259	0.4850	0.5259	0.7252
0.5394	0.7995	706	0.5093	0.5440	0.5093	0.7137
0.5394	0.8018	708	0.5040	0.5409	0.5040	0.7099
0.5394	0.8041	710	0.5053	0.4754	0.5053	0.7108
0.5394	0.8063	712	0.5063	0.4588	0.5063	0.7115
0.5394	0.8086	714	0.5353	0.5543	0.5353	0.7317
0.5394	0.8109	716	0.5700	0.5820	0.5700	0.7550
0.5394	0.8131	718	0.5175	0.4321	0.5175	0.7194
0.5394	0.8154	720	0.5347	0.4000	0.5347	0.7312
0.5394	0.8177	722	0.5441	0.5023	0.5441	0.7376
0.5394	0.8199	724	0.7123	0.5696	0.7123	0.8440
0.5394	0.8222	726	0.6798	0.5560	0.6798	0.8245
0.5394	0.8245	728	0.5517	0.4292	0.5517	0.7427
0.5394	0.8267	730	0.5556	0.3594	0.5556	0.7454
0.5394	0.8290	732	0.5408	0.3725	0.5408	0.7354
0.5394	0.8313	734	0.5492	0.4812	0.5492	0.7410
0.5394	0.8335	736	0.6226	0.5801	0.6226	0.7891
0.5394	0.8358	738	0.6058	0.5884	0.6058	0.7783
0.5394	0.8381	740	0.5195	0.4701	0.5195	0.7208
0.5394	0.8403	742	0.5410	0.4009	0.5410	0.7356
0.5394	0.8426	744	0.5276	0.4142	0.5276	0.7264
0.5394	0.8448	746	0.5358	0.5294	0.5358	0.7320
0.5394	0.8471	748	0.5998	0.6017	0.5998	0.7744
0.5394	0.8494	750	0.5972	0.5879	0.5972	0.7728
0.5394	0.8516	752	0.5280	0.4779	0.5280	0.7267
0.5394	0.8539	754	0.5391	0.3852	0.5391	0.7342
0.5394	0.8562	756	0.5461	0.4546	0.5461	0.7390
0.5394	0.8584	758	0.6463	0.5549	0.6463	0.8039
0.5394	0.8607	760	0.7251	0.5607	0.7251	0.8515
0.5394	0.8630	762	0.6647	0.5719	0.6647	0.8153
0.5394	0.8652	764	0.6589	0.5744	0.6589	0.8117
0.5394	0.8675	766	0.6294	0.5775	0.6294	0.7933
0.5394	0.8698	768	0.5938	0.5877	0.5938	0.7706
0.5394	0.8720	770	0.5183	0.5590	0.5183	0.7200
0.5394	0.8743	772	0.5136	0.4788	0.5136	0.7167
0.5394	0.8766	774	0.5245	0.4565	0.5245	0.7242
0.5394	0.8788	776	0.4993	0.5204	0.4993	0.7066
0.5394	0.8811	778	0.5456	0.5606	0.5456	0.7387
0.5394	0.8834	780	0.5119	0.5457	0.5119	0.7155
0.5394	0.8856	782	0.5005	0.4675	0.5005	0.7075
0.5394	0.8879	784	0.4981	0.4629	0.4981	0.7057
0.5394	0.8901	786	0.5515	0.5767	0.5515	0.7426
0.5394	0.8924	788	0.6057	0.5837	0.6057	0.7783
0.5394	0.8947	790	0.5312	0.5727	0.5312	0.7288
0.5394	0.8969	792	0.5071	0.4792	0.5071	0.7121
0.5394	0.8992	794	0.5120	0.4975	0.5120	0.7155
0.5394	0.9015	796	0.5813	0.5732	0.5813	0.7624
0.5394	0.9037	798	0.7531	0.6104	0.7531	0.8678
0.5394	0.9060	800	0.7582	0.6062	0.7582	0.8707
0.5394	0.9083	802	0.5814	0.5545	0.5814	0.7625
0.5394	0.9105	804	0.5287	0.5281	0.5287	0.7271
0.5394	0.9128	806	0.5770	0.5840	0.5770	0.7596
0.5394	0.9151	808	0.6352	0.5897	0.6352	0.7970
0.5394	0.9173	810	0.6728	0.6140	0.6728	0.8202
0.5394	0.9196	812	0.6374	0.6041	0.6374	0.7983
0.5394	0.9219	814	0.5298	0.5717	0.5298	0.7279
0.5394	0.9241	816	0.5019	0.5209	0.5019	0.7085
0.5394	0.9264	818	0.5074	0.5486	0.5074	0.7123
0.5394	0.9287	820	0.5428	0.5765	0.5428	0.7367
0.5394	0.9309	822	0.5763	0.6071	0.5763	0.7591
0.5394	0.9332	824	0.5723	0.6020	0.5723	0.7565
0.5394	0.9354	826	0.5693	0.5735	0.5693	0.7545
0.5394	0.9377	828	0.5986	0.5732	0.5986	0.7737
0.5394	0.9400	830	0.5252	0.5007	0.5252	0.7247
0.5394	0.9422	832	0.5229	0.4803	0.5229	0.7231
0.5394	0.9445	834	0.6249	0.5166	0.6249	0.7905
0.5394	0.9468	836	0.7306	0.5702	0.7306	0.8547
0.5394	0.9490	838	0.6114	0.5389	0.6114	0.7819
0.5394	0.9513	840	0.5911	0.5336	0.5911	0.7689
0.5394	0.9536	842	0.6843	0.5799	0.6843	0.8272
0.5394	0.9558	844	0.7983	0.6102	0.7983	0.8935
0.5394	0.9581	846	0.6288	0.5820	0.6288	0.7929
0.5394	0.9604	848	0.5613	0.5478	0.5613	0.7492
0.5394	0.9626	850	0.5798	0.5819	0.5798	0.7615
0.5394	0.9649	852	0.5841	0.5926	0.5841	0.7643
0.5394	0.9672	854	0.5289	0.5631	0.5289	0.7273
0.5394	0.9694	856	0.5051	0.5041	0.5051	0.7107
0.5394	0.9717	858	0.5126	0.5371	0.5126	0.7159
0.5394	0.9740	860	0.5251	0.5495	0.5251	0.7246
0.5394	0.9762	862	0.5691	0.5969	0.5691	0.7544
0.5394	0.9785	864	0.5366	0.5723	0.5366	0.7325
0.5394	0.9807	866	0.5267	0.4993	0.5267	0.7257
0.5394	0.9830	868	0.5271	0.5216	0.5271	0.7260
0.5394	0.9853	870	0.5520	0.5850	0.5520	0.7430
0.5394	0.9875	872	0.5662	0.5875	0.5662	0.7525
0.5394	0.9898	874	0.5403	0.5375	0.5403	0.7351
0.5394	0.9921	876	0.5468	0.4884	0.5468	0.7395
0.5394	0.9943	878	0.5438	0.4795	0.5438	0.7374
0.5394	0.9966	880	0.5275	0.4983	0.5275	0.7263
0.5394	0.9989	882	0.5209	0.5058	0.5209	0.7218
0.5394	1.0011	884	0.5293	0.5563	0.5293	0.7275
0.5394	1.0034	886	0.5397	0.5763	0.5397	0.7347
0.5394	1.0057	888	0.5259	0.5349	0.5259	0.7252
0.5394	1.0079	890	0.5195	0.5225	0.5195	0.7208
0.5394	1.0102	892	0.5379	0.4885	0.5379	0.7334
0.5394	1.0125	894	0.5314	0.4972	0.5314	0.7289
0.5394	1.0147	896	0.5346	0.5871	0.5346	0.7312
0.5394	1.0170	898	0.6246	0.6106	0.6246	0.7903
0.5394	1.0193	900	0.6049	0.5984	0.6049	0.7777
0.5394	1.0215	902	0.5329	0.5517	0.5329	0.7300
0.5394	1.0238	904	0.5440	0.5534	0.5440	0.7376
0.5394	1.0260	906	0.6452	0.5920	0.6452	0.8032
0.5394	1.0283	908	0.7143	0.5916	0.7143	0.8451
0.5394	1.0306	910	0.6405	0.5747	0.6405	0.8003
0.5394	1.0328	912	0.5379	0.4965	0.5379	0.7334
0.5394	1.0351	914	0.5349	0.4769	0.5349	0.7314
0.5394	1.0374	916	0.5312	0.5005	0.5312	0.7289
0.5394	1.0396	918	0.5327	0.5207	0.5327	0.7299
0.5394	1.0419	920	0.5328	0.5256	0.5328	0.7299
0.5394	1.0442	922	0.5355	0.5425	0.5355	0.7318
0.5394	1.0464	924	0.5272	0.5131	0.5272	0.7261
0.5394	1.0487	926	0.5400	0.4400	0.5400	0.7348
0.5394	1.0510	928	0.5427	0.4432	0.5427	0.7367
0.5394	1.0532	930	0.5389	0.5358	0.5389	0.7341
0.5394	1.0555	932	0.6916	0.6177	0.6916	0.8316
0.5394	1.0578	934	0.6907	0.6047	0.6907	0.8311
0.5394	1.0600	936	0.5466	0.5428	0.5466	0.7393
0.5394	1.0623	938	0.5442	0.4219	0.5442	0.7377
0.5394	1.0646	940	0.5401	0.4187	0.5401	0.7349
0.5394	1.0668	942	0.5317	0.5248	0.5317	0.7292
0.5394	1.0691	944	0.5507	0.5599	0.5507	0.7421
0.5394	1.0713	946	0.5282	0.5404	0.5282	0.7268
0.5394	1.0736	948	0.5225	0.5339	0.5225	0.7228
0.5394	1.0759	950	0.5219	0.5302	0.5219	0.7225
0.5394	1.0781	952	0.5219	0.5196	0.5219	0.7224
0.5394	1.0804	954	0.5422	0.5764	0.5422	0.7364
0.5394	1.0827	956	0.5226	0.5291	0.5226	0.7229
0.5394	1.0849	958	0.5203	0.5099	0.5203	0.7213
0.5394	1.0872	960	0.5231	0.4834	0.5231	0.7233
0.5394	1.0895	962	0.5261	0.5277	0.5261	0.7253
0.5394	1.0917	964	0.5301	0.5276	0.5301	0.7281
0.5394	1.0940	966	0.5367	0.4856	0.5367	0.7326
0.5394	1.0963	968	0.5438	0.4706	0.5438	0.7375
0.5394	1.0985	970	0.5513	0.4661	0.5513	0.7425
0.5394	1.1008	972	0.5442	0.4925	0.5442	0.7377
0.5394	1.1031	974	0.5821	0.5512	0.5821	0.7630
0.5394	1.1053	976	0.5688	0.5293	0.5688	0.7542
0.5394	1.1076	978	0.5508	0.4915	0.5508	0.7421
0.5394	1.1099	980	0.5800	0.4585	0.5800	0.7616
0.5394	1.1121	982	0.6392	0.4207	0.6392	0.7995
0.5394	1.1144	984	0.6267	0.4585	0.6267	0.7916
0.5394	1.1166	986	0.5998	0.5131	0.5998	0.7745
0.5394	1.1189	988	0.6136	0.5280	0.6136	0.7833
0.5394	1.1212	990	0.6129	0.5004	0.6129	0.7829
0.5394	1.1234	992	0.6349	0.4531	0.6349	0.7968
0.5394	1.1257	994	0.5835	0.4839	0.5835	0.7639
0.5394	1.1280	996	0.5547	0.4877	0.5547	0.7448
0.5394	1.1302	998	0.5399	0.5296	0.5399	0.7348
0.236	1.1325	1000	0.5827	0.5169	0.5827	0.7634
0.236	1.1348	1002	0.6288	0.5069	0.6288	0.7929
0.236	1.1370	1004	0.7210	0.5451	0.7210	0.8491
0.236	1.1393	1006	0.6407	0.5066	0.6407	0.8004
0.236	1.1416	1008	0.6501	0.5098	0.6501	0.8063
0.236	1.1438	1010	0.6795	0.5210	0.6795	0.8243
0.236	1.1461	1012	0.7201	0.5521	0.7201	0.8486
0.236	1.1484	1014	0.6705	0.5416	0.6705	0.8188
0.236	1.1506	1016	0.5808	0.5018	0.5808	0.7621
0.236	1.1529	1018	0.6149	0.5562	0.6149	0.7842
0.236	1.1552	1020	0.8227	0.6200	0.8227	0.9070
0.236	1.1574	1022	0.8453	0.6198	0.8453	0.9194
0.236	1.1597	1024	0.6058	0.5774	0.6058	0.7784
0.236	1.1619	1026	0.5288	0.4588	0.5288	0.7272
0.236	1.1642	1028	0.5445	0.4054	0.5445	0.7379
0.236	1.1665	1030	0.5235	0.4646	0.5235	0.7236
0.236	1.1687	1032	0.5514	0.5372	0.5514	0.7426
0.236	1.1710	1034	0.5441	0.5178	0.5441	0.7377
0.236	1.1733	1036	0.5385	0.4927	0.5385	0.7339
0.236	1.1755	1038	0.5377	0.4783	0.5377	0.7333
0.236	1.1778	1040	0.5310	0.4702	0.5310	0.7287
0.236	1.1801	1042	0.5296	0.4935	0.5296	0.7277
0.236	1.1823	1044	0.5228	0.5026	0.5228	0.7231

Framework versions

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