ASAP_FineTuningBERT_Aug_k10_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: 0.5171
• Qwk: 0.6427
• Mse: 0.5171
• Rmse: 0.7191

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	0.0114	2	9.7995	0.0	9.7995	3.1304
No log	0.0227	4	9.1403	0.0	9.1403	3.0233
No log	0.0341	6	8.7880	0.0	8.7880	2.9645
No log	0.0455	8	8.3845	-0.0133	8.3845	2.8956
No log	0.0568	10	7.8544	0.0021	7.8544	2.8026
No log	0.0682	12	7.1732	0.0018	7.1732	2.6783
No log	0.0795	14	6.3784	0.0018	6.3784	2.5256
No log	0.0909	16	5.6105	0.0018	5.6105	2.3686
No log	0.1023	18	4.8222	0.0018	4.8222	2.1959
No log	0.1136	20	4.0791	0.0018	4.0791	2.0197
No log	0.125	22	3.3894	0.0247	3.3894	1.8410
No log	0.1364	24	2.7640	0.0079	2.7640	1.6625
No log	0.1477	26	2.1655	0.0079	2.1655	1.4716
No log	0.1591	28	1.6694	0.0079	1.6694	1.2921
No log	0.1705	30	1.3133	0.1768	1.3133	1.1460
No log	0.1818	32	1.0850	0.0420	1.0850	1.0417
No log	0.1932	34	0.9144	0.0420	0.9144	0.9563
No log	0.2045	36	0.9006	0.0316	0.9006	0.9490
No log	0.2159	38	0.8348	0.0316	0.8348	0.9137
No log	0.2273	40	0.7702	0.0316	0.7702	0.8776
No log	0.2386	42	0.7831	0.0686	0.7831	0.8849
No log	0.25	44	0.9562	0.1382	0.9562	0.9778
No log	0.2614	46	0.7099	0.0686	0.7099	0.8426
No log	0.2727	48	0.8494	0.3531	0.8494	0.9216
No log	0.2841	50	0.9209	0.2423	0.9209	0.9596
No log	0.2955	52	1.0751	0.0316	1.0751	1.0369
No log	0.3068	54	0.9840	0.0316	0.9840	0.9920
No log	0.3182	56	0.7587	0.0624	0.7587	0.8710
No log	0.3295	58	0.7516	0.1139	0.7516	0.8670
No log	0.3409	60	0.8678	0.1697	0.8678	0.9316
No log	0.3523	62	0.7477	0.1272	0.7477	0.8647
No log	0.3636	64	0.6604	0.0969	0.6604	0.8127
No log	0.375	66	0.6646	0.2753	0.6646	0.8152
No log	0.3864	68	0.6540	0.0821	0.6540	0.8087
No log	0.3977	70	0.7978	0.1539	0.7978	0.8932
No log	0.4091	72	0.8345	0.1912	0.8345	0.9135
No log	0.4205	74	0.6799	0.1374	0.6799	0.8246
No log	0.4318	76	0.6408	0.3807	0.6408	0.8005
No log	0.4432	78	0.6844	0.4752	0.6844	0.8273
No log	0.4545	80	0.6516	0.3432	0.6516	0.8072
No log	0.4659	82	0.6660	0.1619	0.6660	0.8161
No log	0.4773	84	0.9376	0.1931	0.9376	0.9683
No log	0.4886	86	0.8511	0.2071	0.8511	0.9226
No log	0.5	88	0.6798	0.1618	0.6798	0.8245
No log	0.5114	90	0.6413	0.1212	0.6413	0.8008
No log	0.5227	92	0.6551	0.1134	0.6551	0.8094
No log	0.5341	94	0.6381	0.1413	0.6381	0.7988
No log	0.5455	96	0.6704	0.1916	0.6704	0.8188
No log	0.5568	98	0.7808	0.2294	0.7808	0.8836
No log	0.5682	100	0.7105	0.2277	0.7105	0.8429
No log	0.5795	102	0.5762	0.3091	0.5762	0.7591
No log	0.5909	104	0.5556	0.4946	0.5556	0.7454
No log	0.6023	106	0.5526	0.4850	0.5526	0.7434
No log	0.6136	108	0.6062	0.4264	0.6062	0.7786
No log	0.625	110	0.6293	0.4254	0.6293	0.7933
No log	0.6364	112	0.5427	0.4855	0.5427	0.7367
No log	0.6477	114	0.5166	0.5211	0.5166	0.7188
No log	0.6591	116	0.5337	0.5396	0.5337	0.7305
No log	0.6705	118	0.6455	0.5567	0.6455	0.8035
No log	0.6818	120	0.7868	0.4291	0.7868	0.8870
No log	0.6932	122	0.7940	0.4186	0.7940	0.8911
No log	0.7045	124	0.7966	0.3678	0.7966	0.8925
No log	0.7159	126	0.7425	0.3101	0.7425	0.8617
No log	0.7273	128	0.7927	0.4045	0.7927	0.8903
No log	0.7386	130	0.7878	0.4553	0.7878	0.8876
No log	0.75	132	0.6276	0.5662	0.6276	0.7922
No log	0.7614	134	0.5042	0.5640	0.5042	0.7100
No log	0.7727	136	0.4973	0.5887	0.4973	0.7052
No log	0.7841	138	0.5897	0.5617	0.5897	0.7679
No log	0.7955	140	0.7265	0.5323	0.7265	0.8523
No log	0.8068	142	0.6884	0.5404	0.6884	0.8297
No log	0.8182	144	0.5571	0.5809	0.5571	0.7464
No log	0.8295	146	0.5077	0.4567	0.5077	0.7125
No log	0.8409	148	0.5132	0.4105	0.5132	0.7164
No log	0.8523	150	0.5204	0.5557	0.5204	0.7214
No log	0.8636	152	0.5536	0.5823	0.5536	0.7440
No log	0.875	154	0.5122	0.5665	0.5122	0.7157
No log	0.8864	156	0.4893	0.4787	0.4893	0.6995
No log	0.8977	158	0.4853	0.5479	0.4853	0.6966
No log	0.9091	160	0.5298	0.5933	0.5298	0.7279
No log	0.9205	162	0.5599	0.5887	0.5599	0.7482
No log	0.9318	164	0.5501	0.5900	0.5501	0.7417
No log	0.9432	166	0.4923	0.5932	0.4923	0.7017
No log	0.9545	168	0.5422	0.4652	0.5422	0.7363
No log	0.9659	170	0.5898	0.4491	0.5898	0.7680
No log	0.9773	172	0.4925	0.5508	0.4925	0.7018
No log	0.9886	174	0.4776	0.5914	0.4776	0.6911
No log	1.0	176	0.4846	0.6040	0.4846	0.6961
No log	1.0114	178	0.4871	0.5926	0.4871	0.6979
No log	1.0227	180	0.5217	0.4647	0.5217	0.7223
No log	1.0341	182	0.5185	0.4168	0.5185	0.7201
No log	1.0455	184	0.5019	0.5122	0.5019	0.7084
No log	1.0568	186	0.4896	0.5566	0.4896	0.6997
No log	1.0682	188	0.5258	0.5736	0.5258	0.7251
No log	1.0795	190	0.5743	0.6025	0.5743	0.7578
No log	1.0909	192	0.5380	0.5788	0.5380	0.7335
No log	1.1023	194	0.5404	0.5861	0.5404	0.7351
No log	1.1136	196	0.4998	0.5796	0.4998	0.7070
No log	1.125	198	0.4962	0.5817	0.4962	0.7044
No log	1.1364	200	0.5723	0.5980	0.5723	0.7565
No log	1.1477	202	0.6000	0.5895	0.6000	0.7746
No log	1.1591	204	0.5075	0.5847	0.5075	0.7124
No log	1.1705	206	0.5031	0.5190	0.5031	0.7093
No log	1.1818	208	0.4934	0.5322	0.4934	0.7025
No log	1.1932	210	0.5434	0.5947	0.5434	0.7372
No log	1.2045	212	0.7246	0.5908	0.7246	0.8512
No log	1.2159	214	0.6848	0.5838	0.6848	0.8275
No log	1.2273	216	0.5071	0.5981	0.5071	0.7121
No log	1.2386	218	0.4838	0.5470	0.4838	0.6956
No log	1.25	220	0.4775	0.5523	0.4775	0.6910
No log	1.2614	222	0.5109	0.6019	0.5109	0.7148
No log	1.2727	224	0.6744	0.5967	0.6744	0.8212
No log	1.2841	226	0.6793	0.5954	0.6793	0.8242
No log	1.2955	228	0.5305	0.6187	0.5305	0.7284
No log	1.3068	230	0.4541	0.5443	0.4541	0.6739
No log	1.3182	232	0.5058	0.4571	0.5058	0.7112
No log	1.3295	234	0.4884	0.4697	0.4884	0.6989
No log	1.3409	236	0.4524	0.5589	0.4524	0.6726
No log	1.3523	238	0.5472	0.6126	0.5472	0.7397
No log	1.3636	240	0.6037	0.5906	0.6037	0.7770
No log	1.375	242	0.5604	0.6075	0.5604	0.7486
No log	1.3864	244	0.4616	0.5777	0.4616	0.6794
No log	1.3977	246	0.5088	0.4666	0.5088	0.7133
No log	1.4091	248	0.5576	0.4400	0.5576	0.7467
No log	1.4205	250	0.4825	0.4895	0.4825	0.6946
No log	1.4318	252	0.4676	0.5903	0.4676	0.6838
No log	1.4432	254	0.5355	0.6165	0.5355	0.7318
No log	1.4545	256	0.5066	0.6253	0.5066	0.7118
No log	1.4659	258	0.4956	0.6159	0.4956	0.7040
No log	1.4773	260	0.5324	0.6202	0.5324	0.7297
No log	1.4886	262	0.4768	0.6290	0.4768	0.6905
No log	1.5	264	0.4577	0.6269	0.4577	0.6765
No log	1.5114	266	0.4841	0.6339	0.4841	0.6958
No log	1.5227	268	0.4797	0.6356	0.4797	0.6926
No log	1.5341	270	0.5148	0.6332	0.5148	0.7175
No log	1.5455	272	0.5099	0.6351	0.5099	0.7141
No log	1.5568	274	0.4738	0.6287	0.4738	0.6883
No log	1.5682	276	0.4406	0.6147	0.4406	0.6638
No log	1.5795	278	0.4814	0.6260	0.4814	0.6938
No log	1.5909	280	0.5336	0.6443	0.5336	0.7304
No log	1.6023	282	0.5034	0.6381	0.5034	0.7095
No log	1.6136	284	0.4564	0.6226	0.4564	0.6756
No log	1.625	286	0.4273	0.5926	0.4273	0.6537
No log	1.6364	288	0.4238	0.5730	0.4238	0.6510
No log	1.6477	290	0.4381	0.5974	0.4381	0.6619
No log	1.6591	292	0.5057	0.6304	0.5057	0.7111
No log	1.6705	294	0.5003	0.6115	0.5003	0.7073
No log	1.6818	296	0.4402	0.6008	0.4402	0.6635
No log	1.6932	298	0.4340	0.5330	0.4340	0.6588
No log	1.7045	300	0.4456	0.4976	0.4456	0.6676
No log	1.7159	302	0.4238	0.5808	0.4238	0.6510
No log	1.7273	304	0.5454	0.6139	0.5454	0.7385
No log	1.7386	306	0.8392	0.5429	0.8392	0.9161
No log	1.75	308	0.8759	0.5240	0.8759	0.9359
No log	1.7614	310	0.7605	0.5563	0.7605	0.8721
No log	1.7727	312	0.6175	0.5962	0.6175	0.7858
No log	1.7841	314	0.5175	0.5825	0.5175	0.7194
No log	1.7955	316	0.4746	0.5775	0.4746	0.6889
No log	1.8068	318	0.4816	0.5987	0.4816	0.6940
No log	1.8182	320	0.4511	0.5867	0.4511	0.6717
No log	1.8295	322	0.4365	0.5878	0.4365	0.6607
No log	1.8409	324	0.4315	0.5788	0.4315	0.6569
No log	1.8523	326	0.4368	0.5373	0.4368	0.6609
No log	1.8636	328	0.4825	0.4829	0.4825	0.6946
No log	1.875	330	0.4495	0.5198	0.4495	0.6705
No log	1.8864	332	0.4501	0.6123	0.4501	0.6709
No log	1.8977	334	0.5960	0.5910	0.5960	0.7720
No log	1.9091	336	0.6872	0.5969	0.6872	0.8290
No log	1.9205	338	0.6135	0.5996	0.6135	0.7833
No log	1.9318	340	0.5205	0.6067	0.5205	0.7215
No log	1.9432	342	0.4909	0.6067	0.4909	0.7006
No log	1.9545	344	0.5218	0.6217	0.5218	0.7224
No log	1.9659	346	0.5199	0.6203	0.5199	0.7210
No log	1.9773	348	0.5501	0.6242	0.5501	0.7417
No log	1.9886	350	0.4922	0.6436	0.4922	0.7016
No log	2.0	352	0.4591	0.5968	0.4591	0.6776
No log	2.0114	354	0.4663	0.6149	0.4663	0.6829
No log	2.0227	356	0.4894	0.6467	0.4894	0.6996
No log	2.0341	358	0.4470	0.5752	0.4470	0.6686
No log	2.0455	360	0.4716	0.5172	0.4716	0.6867
No log	2.0568	362	0.4376	0.5333	0.4376	0.6615
No log	2.0682	364	0.4784	0.6231	0.4784	0.6916
No log	2.0795	366	0.7120	0.6843	0.7120	0.8438
No log	2.0909	368	0.7719	0.6371	0.7719	0.8786
No log	2.1023	370	0.5964	0.5959	0.5964	0.7723
No log	2.1136	372	0.5268	0.5922	0.5268	0.7258
No log	2.125	374	0.5846	0.6029	0.5846	0.7646
No log	2.1364	376	0.7072	0.6231	0.7072	0.8409
No log	2.1477	378	0.6249	0.6505	0.6249	0.7905
No log	2.1591	380	0.4539	0.5887	0.4539	0.6737
No log	2.1705	382	0.4194	0.5334	0.4194	0.6476
No log	2.1818	384	0.4187	0.5359	0.4187	0.6470
No log	2.1932	386	0.4154	0.5721	0.4154	0.6445
No log	2.2045	388	0.4194	0.5539	0.4194	0.6476
No log	2.2159	390	0.4268	0.5276	0.4268	0.6533
No log	2.2273	392	0.4220	0.5385	0.4220	0.6496
No log	2.2386	394	0.4199	0.5655	0.4199	0.6480
No log	2.25	396	0.4460	0.5798	0.4460	0.6679
No log	2.2614	398	0.4784	0.6074	0.4784	0.6916
No log	2.2727	400	0.4589	0.5553	0.4589	0.6774
No log	2.2841	402	0.4556	0.5293	0.4556	0.6750
No log	2.2955	404	0.4680	0.5347	0.4680	0.6841
No log	2.3068	406	0.5112	0.5850	0.5112	0.7150
No log	2.3182	408	0.5997	0.6189	0.5997	0.7744
No log	2.3295	410	0.5988	0.6142	0.5988	0.7738
No log	2.3409	412	0.4853	0.6172	0.4853	0.6966
No log	2.3523	414	0.4404	0.5752	0.4404	0.6636
No log	2.3636	416	0.4554	0.6259	0.4554	0.6748
No log	2.375	418	0.5281	0.6528	0.5281	0.7267
No log	2.3864	420	0.5796	0.6855	0.5796	0.7613
No log	2.3977	422	0.5744	0.6796	0.5744	0.7579
No log	2.4091	424	0.5073	0.6640	0.5073	0.7122
No log	2.4205	426	0.5170	0.6746	0.5170	0.7190
No log	2.4318	428	0.6341	0.6594	0.6341	0.7963
No log	2.4432	430	0.6485	0.6793	0.6485	0.8053
No log	2.4545	432	0.5696	0.6961	0.5696	0.7547
No log	2.4659	434	0.4579	0.6100	0.4579	0.6767
No log	2.4773	436	0.4559	0.5675	0.4559	0.6752
No log	2.4886	438	0.4567	0.6353	0.4567	0.6758
No log	2.5	440	0.5083	0.6758	0.5083	0.7129
No log	2.5114	442	0.4698	0.6588	0.4698	0.6854
No log	2.5227	444	0.4238	0.5836	0.4238	0.6510
No log	2.5341	446	0.4229	0.5497	0.4229	0.6503
No log	2.5455	448	0.4442	0.5874	0.4442	0.6665
No log	2.5568	450	0.6303	0.6811	0.6303	0.7939
No log	2.5682	452	0.8204	0.6706	0.8204	0.9057
No log	2.5795	454	0.7628	0.6794	0.7628	0.8734
No log	2.5909	456	0.5637	0.6373	0.5637	0.7508
No log	2.6023	458	0.4457	0.5759	0.4457	0.6676
No log	2.6136	460	0.4412	0.5836	0.4412	0.6642
No log	2.625	462	0.5004	0.6410	0.5004	0.7074
No log	2.6364	464	0.5494	0.6827	0.5494	0.7412
No log	2.6477	466	0.5171	0.6624	0.5171	0.7191
No log	2.6591	468	0.5060	0.6626	0.5060	0.7113
No log	2.6705	470	0.4985	0.6519	0.4985	0.7060
No log	2.6818	472	0.4491	0.6365	0.4491	0.6702
No log	2.6932	474	0.4532	0.6428	0.4532	0.6732
No log	2.7045	476	0.5172	0.6666	0.5172	0.7191
No log	2.7159	478	0.6800	0.6964	0.6800	0.8246
No log	2.7273	480	0.7161	0.6885	0.7161	0.8462
No log	2.7386	482	0.5551	0.6719	0.5551	0.7451
No log	2.75	484	0.4484	0.6188	0.4484	0.6696
No log	2.7614	486	0.4505	0.6019	0.4505	0.6712
No log	2.7727	488	0.5224	0.6276	0.5224	0.7228
No log	2.7841	490	0.5742	0.6464	0.5742	0.7578
No log	2.7955	492	0.6383	0.6498	0.6383	0.7990
No log	2.8068	494	0.5393	0.6546	0.5393	0.7344
No log	2.8182	496	0.4630	0.6252	0.4630	0.6804
No log	2.8295	498	0.4571	0.6321	0.4571	0.6761
0.658	2.8409	500	0.4563	0.6237	0.4563	0.6755
0.658	2.8523	502	0.4987	0.6633	0.4987	0.7062
0.658	2.8636	504	0.6303	0.7005	0.6303	0.7939
0.658	2.875	506	0.6222	0.7023	0.6222	0.7888
0.658	2.8864	508	0.5054	0.6676	0.5054	0.7109
0.658	2.8977	510	0.4724	0.6065	0.4724	0.6873
0.658	2.9091	512	0.4845	0.6287	0.4845	0.6961
0.658	2.9205	514	0.4792	0.6207	0.4792	0.6923
0.658	2.9318	516	0.4748	0.6059	0.4748	0.6891
0.658	2.9432	518	0.4714	0.5921	0.4714	0.6866
0.658	2.9545	520	0.4660	0.5937	0.4660	0.6826
0.658	2.9659	522	0.4955	0.6345	0.4955	0.7039
0.658	2.9773	524	0.5428	0.6686	0.5428	0.7368
0.658	2.9886	526	0.6697	0.6821	0.6697	0.8183
0.658	3.0	528	0.7233	0.6863	0.7233	0.8504
0.658	3.0114	530	0.6208	0.6645	0.6208	0.7879
0.658	3.0227	532	0.6015	0.6553	0.6015	0.7756
0.658	3.0341	534	0.7101	0.6745	0.7101	0.8427
0.658	3.0455	536	0.7188	0.6882	0.7188	0.8478
0.658	3.0568	538	0.7392	0.6837	0.7392	0.8598
0.658	3.0682	540	0.5945	0.6644	0.5945	0.7710
0.658	3.0795	542	0.4542	0.6031	0.4542	0.6739
0.658	3.0909	544	0.4574	0.5279	0.4574	0.6763
0.658	3.1023	546	0.4539	0.5681	0.4539	0.6737
0.658	3.1136	548	0.4920	0.6370	0.4920	0.7014
0.658	3.125	550	0.5695	0.6612	0.5695	0.7546
0.658	3.1364	552	0.6028	0.6681	0.6028	0.7764
0.658	3.1477	554	0.5067	0.6427	0.5067	0.7118
0.658	3.1591	556	0.4734	0.5763	0.4734	0.6880
0.658	3.1705	558	0.4837	0.5630	0.4837	0.6955
0.658	3.1818	560	0.5123	0.6151	0.5123	0.7157
0.658	3.1932	562	0.5294	0.6328	0.5294	0.7276
0.658	3.2045	564	0.5179	0.6086	0.5179	0.7196
0.658	3.2159	566	0.5261	0.6287	0.5261	0.7254
0.658	3.2273	568	0.5974	0.6639	0.5974	0.7729
0.658	3.2386	570	0.6136	0.6575	0.6136	0.7833
0.658	3.25	572	0.5661	0.6664	0.5661	0.7524
0.658	3.2614	574	0.4809	0.6274	0.4809	0.6935
0.658	3.2727	576	0.4672	0.6229	0.4672	0.6835
0.658	3.2841	578	0.4700	0.6239	0.4700	0.6856
0.658	3.2955	580	0.4840	0.6357	0.4840	0.6957
0.658	3.3068	582	0.4982	0.6586	0.4982	0.7058
0.658	3.3182	584	0.4482	0.5972	0.4482	0.6695
0.658	3.3295	586	0.4700	0.5102	0.4700	0.6856
0.658	3.3409	588	0.4657	0.5348	0.4657	0.6824
0.658	3.3523	590	0.4510	0.5874	0.4510	0.6715
0.658	3.3636	592	0.4830	0.6413	0.4830	0.6950
0.658	3.375	594	0.4744	0.6303	0.4744	0.6888
0.658	3.3864	596	0.4628	0.6263	0.4628	0.6803
0.658	3.3977	598	0.4660	0.6092	0.4660	0.6826
0.658	3.4091	600	0.5340	0.6363	0.5340	0.7308
0.658	3.4205	602	0.6625	0.6673	0.6625	0.8140
0.658	3.4318	604	0.6003	0.6262	0.6003	0.7748
0.658	3.4432	606	0.5155	0.5938	0.5155	0.7180
0.658	3.4545	608	0.4797	0.5673	0.4797	0.6926
0.658	3.4659	610	0.5117	0.6381	0.5117	0.7153
0.658	3.4773	612	0.5522	0.6418	0.5522	0.7431
0.658	3.4886	614	0.5297	0.6440	0.5297	0.7278
0.658	3.5	616	0.4508	0.5989	0.4508	0.6714
0.658	3.5114	618	0.4638	0.5159	0.4638	0.6810
0.658	3.5227	620	0.4612	0.5366	0.4612	0.6791
0.658	3.5341	622	0.4965	0.6356	0.4965	0.7046
0.658	3.5455	624	0.5634	0.6877	0.5634	0.7506
0.658	3.5568	626	0.5226	0.6674	0.5226	0.7229
0.658	3.5682	628	0.4765	0.5937	0.4765	0.6903
0.658	3.5795	630	0.4704	0.5853	0.4704	0.6858
0.658	3.5909	632	0.5183	0.6716	0.5183	0.7199
0.658	3.6023	634	0.5554	0.6813	0.5554	0.7453
0.658	3.6136	636	0.4899	0.6548	0.4899	0.6999
0.658	3.625	638	0.4524	0.6037	0.4524	0.6726
0.658	3.6364	640	0.4628	0.6340	0.4628	0.6803
0.658	3.6477	642	0.5734	0.6792	0.5734	0.7572
0.658	3.6591	644	0.7821	0.6912	0.7821	0.8844
0.658	3.6705	646	0.7573	0.6916	0.7573	0.8702
0.658	3.6818	648	0.5666	0.7028	0.5666	0.7527
0.658	3.6932	650	0.4569	0.6112	0.4569	0.6759
0.658	3.7045	652	0.4542	0.5573	0.4542	0.6740
0.658	3.7159	654	0.4609	0.6104	0.4609	0.6789
0.658	3.7273	656	0.5442	0.7011	0.5442	0.7377
0.658	3.7386	658	0.6088	0.7085	0.6088	0.7803
0.658	3.75	660	0.5452	0.7013	0.5452	0.7384
0.658	3.7614	662	0.4747	0.6110	0.4747	0.6890
0.658	3.7727	664	0.4695	0.6036	0.4695	0.6852
0.658	3.7841	666	0.5042	0.6621	0.5042	0.7100
0.658	3.7955	668	0.5803	0.7137	0.5803	0.7618
0.658	3.8068	670	0.5770	0.7141	0.5770	0.7596
0.658	3.8182	672	0.5162	0.6807	0.5162	0.7184
0.658	3.8295	674	0.4654	0.6303	0.4654	0.6822
0.658	3.8409	676	0.4655	0.6382	0.4655	0.6823
0.658	3.8523	678	0.5325	0.6767	0.5325	0.7297
0.658	3.8636	680	0.6270	0.6849	0.6270	0.7919
0.658	3.875	682	0.7091	0.6939	0.7091	0.8421
0.658	3.8864	684	0.6348	0.6770	0.6348	0.7967
0.658	3.8977	686	0.5068	0.6522	0.5068	0.7119
0.658	3.9091	688	0.4476	0.6059	0.4476	0.6691
0.658	3.9205	690	0.4406	0.6027	0.4406	0.6638
0.658	3.9318	692	0.4636	0.6444	0.4636	0.6809
0.658	3.9432	694	0.4932	0.6530	0.4932	0.7023
0.658	3.9545	696	0.5237	0.6686	0.5237	0.7237
0.658	3.9659	698	0.4978	0.6574	0.4978	0.7056
0.658	3.9773	700	0.4899	0.6442	0.4899	0.6999
0.658	3.9886	702	0.4603	0.6334	0.4603	0.6784
0.658	4.0	704	0.4760	0.6468	0.4760	0.6900
0.658	4.0114	706	0.5771	0.6929	0.5771	0.7597
0.658	4.0227	708	0.7117	0.6923	0.7117	0.8436
0.658	4.0341	710	0.7186	0.6925	0.7186	0.8477
0.658	4.0455	712	0.6240	0.7005	0.6240	0.7899
0.658	4.0568	714	0.5128	0.6575	0.5128	0.7161
0.658	4.0682	716	0.5230	0.6584	0.5230	0.7232
0.658	4.0795	718	0.6146	0.6892	0.6146	0.7840
0.658	4.0909	720	0.5955	0.6957	0.5955	0.7717
0.658	4.1023	722	0.4857	0.6777	0.4857	0.6969
0.658	4.1136	724	0.4530	0.6252	0.4530	0.6731
0.658	4.125	726	0.4544	0.6315	0.4544	0.6741
0.658	4.1364	728	0.4564	0.6489	0.4564	0.6756
0.658	4.1477	730	0.4741	0.6685	0.4741	0.6886
0.658	4.1591	732	0.4579	0.6555	0.4579	0.6767
0.658	4.1705	734	0.4365	0.5774	0.4365	0.6607
0.658	4.1818	736	0.4364	0.5631	0.4364	0.6606
0.658	4.1932	738	0.4646	0.6290	0.4646	0.6816
0.658	4.2045	740	0.5805	0.6794	0.5805	0.7619
0.658	4.2159	742	0.6277	0.6814	0.6277	0.7923
0.658	4.2273	744	0.5435	0.6615	0.5435	0.7372
0.658	4.2386	746	0.4610	0.6396	0.4610	0.6790
0.658	4.25	748	0.4459	0.5938	0.4459	0.6678
0.658	4.2614	750	0.4550	0.6163	0.4550	0.6746
0.658	4.2727	752	0.5217	0.6739	0.5217	0.7223
0.658	4.2841	754	0.6333	0.6909	0.6333	0.7958
0.658	4.2955	756	0.5946	0.6863	0.5946	0.7711
0.658	4.3068	758	0.4803	0.6529	0.4803	0.6931
0.658	4.3182	760	0.4655	0.5476	0.4655	0.6823
0.658	4.3295	762	0.4578	0.5647	0.4578	0.6766
0.658	4.3409	764	0.4738	0.6649	0.4738	0.6883
0.658	4.3523	766	0.5646	0.6746	0.5646	0.7514
0.658	4.3636	768	0.5750	0.6774	0.5750	0.7583
0.658	4.375	770	0.4937	0.6525	0.4937	0.7027
0.658	4.3864	772	0.4529	0.6160	0.4529	0.6730
0.658	4.3977	774	0.4662	0.6225	0.4662	0.6828
0.658	4.4091	776	0.5417	0.6682	0.5417	0.7360
0.658	4.4205	778	0.6185	0.6739	0.6185	0.7865
0.658	4.4318	780	0.5791	0.6608	0.5791	0.7610
0.658	4.4432	782	0.5517	0.6655	0.5517	0.7428
0.658	4.4545	784	0.5276	0.6704	0.5276	0.7263
0.658	4.4659	786	0.5362	0.6642	0.5362	0.7323
0.658	4.4773	788	0.5830	0.6614	0.5830	0.7635
0.658	4.4886	790	0.5843	0.6658	0.5843	0.7644
0.658	4.5	792	0.5394	0.6641	0.5394	0.7344
0.658	4.5114	794	0.5528	0.6648	0.5528	0.7435
0.658	4.5227	796	0.5284	0.6482	0.5284	0.7269
0.658	4.5341	798	0.4797	0.6059	0.4797	0.6926
0.658	4.5455	800	0.4710	0.5995	0.4710	0.6863
0.658	4.5568	802	0.4885	0.6326	0.4885	0.6989
0.658	4.5682	804	0.5637	0.6470	0.5637	0.7508
0.658	4.5795	806	0.6106	0.6921	0.6106	0.7814
0.658	4.5909	808	0.5707	0.6538	0.5707	0.7554
0.658	4.6023	810	0.4893	0.6387	0.4893	0.6995
0.658	4.6136	812	0.4602	0.6070	0.4602	0.6784
0.658	4.625	814	0.4709	0.6118	0.4709	0.6862
0.658	4.6364	816	0.5013	0.6543	0.5013	0.7080
0.658	4.6477	818	0.4993	0.6485	0.4993	0.7066
0.658	4.6591	820	0.4767	0.6220	0.4767	0.6904
0.658	4.6705	822	0.4701	0.6204	0.4701	0.6857
0.658	4.6818	824	0.4855	0.6339	0.4855	0.6968
0.658	4.6932	826	0.5694	0.6948	0.5694	0.7546
0.658	4.7045	828	0.6075	0.6904	0.6075	0.7794
0.658	4.7159	830	0.5446	0.6782	0.5446	0.7379
0.658	4.7273	832	0.4877	0.6365	0.4877	0.6984
0.658	4.7386	834	0.4998	0.6333	0.4998	0.7069
0.658	4.75	836	0.5746	0.6662	0.5746	0.7580
0.658	4.7614	838	0.6701	0.6887	0.6701	0.8186
0.658	4.7727	840	0.6115	0.6834	0.6115	0.7820
0.658	4.7841	842	0.4991	0.6314	0.4991	0.7064
0.658	4.7955	844	0.4580	0.6086	0.4580	0.6768
0.658	4.8068	846	0.4521	0.6150	0.4521	0.6723
0.658	4.8182	848	0.4691	0.6377	0.4691	0.6849
0.658	4.8295	850	0.4974	0.6470	0.4974	0.7053
0.658	4.8409	852	0.4671	0.6339	0.4671	0.6835
0.658	4.8523	854	0.4516	0.5684	0.4516	0.6720
0.658	4.8636	856	0.4545	0.5436	0.4545	0.6742
0.658	4.875	858	0.4614	0.6164	0.4614	0.6793
0.658	4.8864	860	0.5326	0.6658	0.5326	0.7298
0.658	4.8977	862	0.6106	0.6865	0.6106	0.7814
0.658	4.9091	864	0.5971	0.6825	0.5971	0.7727
0.658	4.9205	866	0.5153	0.6494	0.5153	0.7178
0.658	4.9318	868	0.5001	0.6279	0.5001	0.7072
0.658	4.9432	870	0.4964	0.6268	0.4964	0.7045
0.658	4.9545	872	0.5234	0.6434	0.5234	0.7234
0.658	4.9659	874	0.5708	0.6918	0.5708	0.7555
0.658	4.9773	876	0.5137	0.6461	0.5137	0.7167
0.658	4.9886	878	0.4812	0.6322	0.4812	0.6937
0.658	5.0	880	0.4678	0.5837	0.4678	0.6840
0.658	5.0114	882	0.4668	0.5929	0.4668	0.6832
0.658	5.0227	884	0.4991	0.6390	0.4991	0.7065
0.658	5.0341	886	0.5542	0.6900	0.5542	0.7444
0.658	5.0455	888	0.5223	0.6595	0.5223	0.7227
0.658	5.0568	890	0.4735	0.6276	0.4735	0.6881
0.658	5.0682	892	0.4682	0.5954	0.4682	0.6842
0.658	5.0795	894	0.4891	0.6303	0.4891	0.6993
0.658	5.0909	896	0.5726	0.6857	0.5726	0.7567
0.658	5.1023	898	0.5636	0.6753	0.5636	0.7507
0.658	5.1136	900	0.5212	0.6597	0.5212	0.7219
0.658	5.125	902	0.5003	0.6604	0.5003	0.7074
0.658	5.1364	904	0.4894	0.6452	0.4894	0.6996
0.658	5.1477	906	0.5117	0.6782	0.5117	0.7153
0.658	5.1591	908	0.5068	0.6757	0.5068	0.7119
0.658	5.1705	910	0.4861	0.6311	0.4861	0.6972
0.658	5.1818	912	0.4696	0.6069	0.4696	0.6853
0.658	5.1932	914	0.4856	0.6311	0.4856	0.6968
0.658	5.2045	916	0.5443	0.6660	0.5443	0.7378
0.658	5.2159	918	0.5357	0.6608	0.5357	0.7319
0.658	5.2273	920	0.5129	0.6499	0.5129	0.7162
0.658	5.2386	922	0.5273	0.6493	0.5273	0.7262
0.658	5.25	924	0.5619	0.6595	0.5619	0.7496
0.658	5.2614	926	0.5652	0.6725	0.5652	0.7518
0.658	5.2727	928	0.5316	0.6477	0.5316	0.7291
0.658	5.2841	930	0.5202	0.6461	0.5202	0.7213
0.658	5.2955	932	0.5527	0.6710	0.5527	0.7434
0.658	5.3068	934	0.5546	0.6725	0.5546	0.7447
0.658	5.3182	936	0.5140	0.6345	0.5140	0.7169
0.658	5.3295	938	0.4928	0.6081	0.4928	0.7020
0.658	5.3409	940	0.5161	0.6333	0.5161	0.7184
0.658	5.3523	942	0.6203	0.6869	0.6203	0.7876
0.658	5.3636	944	0.6895	0.6808	0.6895	0.8304
0.658	5.375	946	0.6908	0.6814	0.6908	0.8311
0.658	5.3864	948	0.5772	0.6636	0.5772	0.7597
0.658	5.3977	950	0.5443	0.6416	0.5443	0.7378
0.658	5.4091	952	0.5788	0.6649	0.5788	0.7608
0.658	5.4205	954	0.6127	0.6794	0.6127	0.7827
0.658	5.4318	956	0.5883	0.6665	0.5883	0.7670
0.658	5.4432	958	0.5330	0.6233	0.5330	0.7301
0.658	5.4545	960	0.5194	0.6281	0.5194	0.7207
0.658	5.4659	962	0.5032	0.6172	0.5032	0.7094
0.658	5.4773	964	0.5038	0.6295	0.5038	0.7098
0.658	5.4886	966	0.5467	0.6563	0.5467	0.7394
0.658	5.5	968	0.6029	0.6768	0.6029	0.7764
0.658	5.5114	970	0.5681	0.6448	0.5681	0.7537
0.658	5.5227	972	0.5075	0.6222	0.5075	0.7124
0.658	5.5341	974	0.5006	0.6197	0.5006	0.7075
0.658	5.5455	976	0.5546	0.6356	0.5546	0.7447
0.658	5.5568	978	0.5843	0.6616	0.5843	0.7644
0.658	5.5682	980	0.5477	0.6330	0.5477	0.7400
0.658	5.5795	982	0.4987	0.6198	0.4987	0.7062
0.658	5.5909	984	0.5007	0.6227	0.5007	0.7076
0.658	5.6023	986	0.5595	0.6613	0.5595	0.7480
0.658	5.6136	988	0.6254	0.6660	0.6254	0.7908
0.658	5.625	990	0.6126	0.6711	0.6126	0.7827
0.658	5.6364	992	0.5323	0.6498	0.5323	0.7296
0.658	5.6477	994	0.4914	0.6010	0.4914	0.7010
0.658	5.6591	996	0.4911	0.5988	0.4911	0.7008
0.658	5.6705	998	0.4985	0.6276	0.4985	0.7061
0.1807	5.6818	1000	0.5274	0.6603	0.5274	0.7262
0.1807	5.6932	1002	0.5415	0.6642	0.5415	0.7359
0.1807	5.7045	1004	0.5605	0.6617	0.5605	0.7486
0.1807	5.7159	1006	0.5936	0.6746	0.5936	0.7705
0.1807	5.7273	1008	0.5689	0.6506	0.5689	0.7543
0.1807	5.7386	1010	0.5199	0.6415	0.5199	0.7211
0.1807	5.75	1012	0.4900	0.6196	0.4900	0.7000
0.1807	5.7614	1014	0.5115	0.6398	0.5115	0.7152
0.1807	5.7727	1016	0.5778	0.6767	0.5778	0.7601
0.1807	5.7841	1018	0.5661	0.6737	0.5661	0.7524
0.1807	5.7955	1020	0.4990	0.6294	0.4990	0.7064
0.1807	5.8068	1022	0.4733	0.5764	0.4733	0.6880
0.1807	5.8182	1024	0.4847	0.5500	0.4847	0.6962
0.1807	5.8295	1026	0.4795	0.5825	0.4795	0.6924
0.1807	5.8409	1028	0.5171	0.6427	0.5171	0.7191

Framework versions

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