ASAP_FineTuningBERT_AugV4_k2_task1_organization_fold2

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: 0.5637
• Qwk: 0.6099
• Mse: 0.5637
• Rmse: 0.7508

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	0.0087	2	12.6555	0.0	12.6555	3.5575
No log	0.0175	4	11.2365	0.0070	11.2365	3.3521
No log	0.0262	6	10.3447	0.0	10.3447	3.2163
No log	0.0349	8	9.0936	0.0	9.0936	3.0156
No log	0.0437	10	7.7663	0.0	7.7663	2.7868
No log	0.0524	12	6.4631	0.0	6.4631	2.5423
No log	0.0611	14	5.0965	0.0236	5.0965	2.2575
No log	0.0699	16	4.0918	0.0	4.0918	2.0228
No log	0.0786	18	3.2115	0.0	3.2115	1.7921
No log	0.0873	20	2.3973	0.1535	2.3973	1.5483
No log	0.0961	22	1.7504	0.0318	1.7504	1.3230
No log	0.1048	24	1.3361	0.0	1.3361	1.1559
No log	0.1135	26	1.0667	0.0	1.0667	1.0328
No log	0.1223	28	0.8892	0.1951	0.8892	0.9430
No log	0.1310	30	0.8035	0.0856	0.8035	0.8964
No log	0.1397	32	0.8300	0.0490	0.8300	0.9110
No log	0.1485	34	0.9345	0.0164	0.9345	0.9667
No log	0.1572	36	1.1177	0.0	1.1177	1.0572
No log	0.1659	38	1.0126	0.0	1.0126	1.0063
No log	0.1747	40	1.2301	-0.0057	1.2301	1.1091
No log	0.1834	42	1.0884	0.0	1.0884	1.0433
No log	0.1921	44	1.0431	0.0	1.0431	1.0213
No log	0.2009	46	0.8052	0.0164	0.8052	0.8973
No log	0.2096	48	0.7767	0.0327	0.7767	0.8813
No log	0.2183	50	0.9471	0.0	0.9471	0.9732
No log	0.2271	52	1.1419	0.2396	1.1419	1.0686
No log	0.2358	54	0.9725	0.0	0.9725	0.9862
No log	0.2445	56	0.7558	0.0414	0.7558	0.8694
No log	0.2533	58	0.8241	0.3249	0.8241	0.9078
No log	0.2620	60	0.9432	0.0713	0.9432	0.9712
No log	0.2707	62	0.9095	0.1823	0.9095	0.9537
No log	0.2795	64	0.7975	0.3520	0.7975	0.8931
No log	0.2882	66	0.7339	0.3454	0.7339	0.8567
No log	0.2969	68	0.6824	0.2128	0.6824	0.8261
No log	0.3057	70	0.6967	0.1362	0.6967	0.8347
No log	0.3144	72	0.6827	0.1543	0.6827	0.8263
No log	0.3231	74	0.6559	0.2833	0.6559	0.8099
No log	0.3319	76	0.6830	0.3759	0.6830	0.8265
No log	0.3406	78	0.7935	0.3352	0.7935	0.8908
No log	0.3493	80	0.7587	0.3564	0.7587	0.8710
No log	0.3581	82	0.6531	0.3988	0.6531	0.8082
No log	0.3668	84	0.6118	0.3131	0.6118	0.7822
No log	0.3755	86	0.6330	0.2822	0.6330	0.7956
No log	0.3843	88	0.6140	0.3212	0.6140	0.7836
No log	0.3930	90	0.5861	0.3756	0.5861	0.7655
No log	0.4017	92	0.6787	0.3853	0.6787	0.8239
No log	0.4105	94	0.8088	0.3535	0.8088	0.8993
No log	0.4192	96	0.8295	0.3390	0.8295	0.9108
No log	0.4279	98	0.6956	0.3934	0.6956	0.8340
No log	0.4367	100	0.6068	0.3627	0.6068	0.7790
No log	0.4454	102	0.6803	0.1723	0.6803	0.8248
No log	0.4541	104	0.7642	0.1809	0.7642	0.8742
No log	0.4629	106	0.7590	0.3302	0.7590	0.8712
No log	0.4716	108	0.6691	0.2113	0.6691	0.8180
No log	0.4803	110	0.6135	0.3658	0.6135	0.7832
No log	0.4891	112	0.7373	0.3417	0.7373	0.8587
No log	0.4978	114	0.7669	0.3338	0.7669	0.8757
No log	0.5066	116	0.6597	0.3670	0.6597	0.8122
No log	0.5153	118	0.6172	0.3881	0.6172	0.7856
No log	0.5240	120	0.5932	0.3328	0.5932	0.7702
No log	0.5328	122	0.6155	0.4128	0.6155	0.7845
No log	0.5415	124	0.6205	0.4718	0.6205	0.7877
No log	0.5502	126	0.6276	0.4706	0.6276	0.7922
No log	0.5590	128	0.6223	0.4732	0.6223	0.7889
No log	0.5677	130	0.5947	0.5189	0.5947	0.7712
No log	0.5764	132	0.8773	0.3996	0.8773	0.9366
No log	0.5852	134	1.2312	0.3483	1.2312	1.1096
No log	0.5939	136	1.0401	0.3787	1.0401	1.0199
No log	0.6026	138	0.6294	0.3957	0.6294	0.7933
No log	0.6114	140	0.5628	0.4639	0.5628	0.7502
No log	0.6201	142	0.5898	0.4464	0.5898	0.7680
No log	0.6288	144	0.6163	0.4622	0.6163	0.7850
No log	0.6376	146	0.6361	0.4333	0.6361	0.7975
No log	0.6463	148	0.6005	0.3804	0.6005	0.7749
No log	0.6550	150	0.5815	0.3276	0.5815	0.7626
No log	0.6638	152	0.5799	0.3417	0.5799	0.7615
No log	0.6725	154	0.5758	0.3521	0.5758	0.7588
No log	0.6812	156	0.5863	0.3902	0.5863	0.7657
No log	0.6900	158	0.6732	0.4485	0.6732	0.8205
No log	0.6987	160	0.6482	0.4584	0.6482	0.8051
No log	0.7074	162	0.5365	0.5421	0.5365	0.7324
No log	0.7162	164	0.5532	0.5485	0.5532	0.7438
No log	0.7249	166	0.6113	0.5126	0.6113	0.7819
No log	0.7336	168	0.5631	0.5068	0.5631	0.7504
No log	0.7424	170	0.5017	0.5772	0.5017	0.7083
No log	0.7511	172	0.5629	0.5467	0.5629	0.7502
No log	0.7598	174	0.6600	0.5135	0.6600	0.8124
No log	0.7686	176	0.5359	0.5751	0.5359	0.7320
No log	0.7773	178	0.4900	0.5673	0.4900	0.7000
No log	0.7860	180	0.4892	0.5827	0.4892	0.6995
No log	0.7948	182	0.4945	0.5761	0.4945	0.7032
No log	0.8035	184	0.5806	0.5498	0.5806	0.7620
No log	0.8122	186	0.5456	0.5586	0.5456	0.7387
No log	0.8210	188	0.4809	0.5838	0.4809	0.6935
No log	0.8297	190	0.4914	0.5249	0.4914	0.7010
No log	0.8384	192	0.4951	0.5045	0.4951	0.7036
No log	0.8472	194	0.5545	0.5041	0.5545	0.7446
No log	0.8559	196	0.6079	0.5007	0.6079	0.7797
No log	0.8646	198	0.5547	0.5442	0.5547	0.7448
No log	0.8734	200	0.5133	0.5636	0.5133	0.7164
No log	0.8821	202	0.4876	0.5370	0.4876	0.6983
No log	0.8908	204	0.4876	0.5451	0.4876	0.6983
No log	0.8996	206	0.4664	0.5741	0.4664	0.6829
No log	0.9083	208	0.4641	0.6268	0.4641	0.6813
No log	0.9170	210	0.4611	0.6234	0.4611	0.6790
No log	0.9258	212	0.4797	0.5767	0.4797	0.6926
No log	0.9345	214	0.4631	0.6295	0.4631	0.6805
No log	0.9432	216	0.5189	0.6069	0.5189	0.7203
No log	0.9520	218	0.4618	0.6200	0.4618	0.6796
No log	0.9607	220	0.4636	0.6267	0.4636	0.6809
No log	0.9694	222	0.5416	0.5991	0.5416	0.7360
No log	0.9782	224	0.4778	0.6121	0.4778	0.6912
No log	0.9869	226	0.5046	0.5626	0.5046	0.7103
No log	0.9956	228	0.4809	0.5727	0.4809	0.6935
No log	1.0044	230	0.5971	0.5824	0.5971	0.7727
No log	1.0131	232	0.5557	0.6089	0.5557	0.7455
No log	1.0218	234	0.4867	0.6268	0.4867	0.6976
No log	1.0306	236	0.5075	0.6152	0.5075	0.7124
No log	1.0393	238	0.6253	0.5954	0.6253	0.7907
No log	1.0480	240	0.5646	0.6084	0.5646	0.7514
No log	1.0568	242	0.5049	0.6266	0.5049	0.7105
No log	1.0655	244	0.5001	0.6221	0.5001	0.7072
No log	1.0742	246	0.5405	0.6096	0.5405	0.7352
No log	1.0830	248	0.5294	0.5973	0.5294	0.7276
No log	1.0917	250	0.5179	0.5540	0.5179	0.7197
No log	1.1004	252	0.5431	0.5399	0.5431	0.7369
No log	1.1092	254	0.5098	0.5786	0.5098	0.7140
No log	1.1179	256	0.6608	0.5331	0.6608	0.8129
No log	1.1266	258	0.6585	0.5249	0.6585	0.8115
No log	1.1354	260	0.6972	0.5139	0.6972	0.8350
No log	1.1441	262	0.6211	0.5368	0.6211	0.7881
No log	1.1528	264	0.7572	0.4953	0.7572	0.8702
No log	1.1616	266	0.7370	0.5106	0.7370	0.8585
No log	1.1703	268	0.6002	0.5521	0.6002	0.7747
No log	1.1790	270	0.5178	0.6074	0.5178	0.7196
No log	1.1878	272	0.5466	0.5809	0.5466	0.7393
No log	1.1965	274	0.5334	0.6106	0.5334	0.7304
No log	1.2052	276	0.5023	0.5961	0.5023	0.7087
No log	1.2140	278	0.5513	0.6074	0.5513	0.7425
No log	1.2227	280	0.6673	0.5603	0.6673	0.8169
No log	1.2314	282	0.6851	0.5555	0.6851	0.8277
No log	1.2402	284	0.5247	0.5923	0.5247	0.7244
No log	1.2489	286	0.5328	0.5765	0.5328	0.7299
No log	1.2576	288	0.6940	0.5200	0.6940	0.8331
No log	1.2664	290	0.7618	0.4996	0.7618	0.8728
No log	1.2751	292	0.6383	0.5363	0.6383	0.7990
No log	1.2838	294	0.5620	0.5705	0.5620	0.7497
No log	1.2926	296	0.5193	0.5842	0.5193	0.7206
No log	1.3013	298	0.6350	0.5616	0.6350	0.7969
No log	1.3100	300	0.6140	0.5895	0.6140	0.7836
No log	1.3188	302	0.4938	0.6100	0.4938	0.7027
No log	1.3275	304	0.4834	0.6251	0.4834	0.6953
No log	1.3362	306	0.5074	0.6188	0.5074	0.7123
No log	1.3450	308	0.5849	0.6112	0.5849	0.7648
No log	1.3537	310	0.6079	0.6119	0.6079	0.7797
No log	1.3624	312	0.4886	0.6074	0.4886	0.6990
No log	1.3712	314	0.5271	0.5640	0.5271	0.7260
No log	1.3799	316	0.4861	0.5946	0.4861	0.6972
No log	1.3886	318	0.5178	0.6201	0.5178	0.7196
No log	1.3974	320	0.6911	0.5570	0.6911	0.8313
No log	1.4061	322	0.6155	0.6123	0.6155	0.7845
No log	1.4148	324	0.4585	0.5974	0.4585	0.6771
No log	1.4236	326	0.4769	0.5606	0.4769	0.6905
No log	1.4323	328	0.4593	0.5996	0.4593	0.6777
No log	1.4410	330	0.5068	0.6073	0.5068	0.7119
No log	1.4498	332	0.5143	0.6023	0.5143	0.7171
No log	1.4585	334	0.5583	0.6023	0.5583	0.7472
No log	1.4672	336	0.8243	0.5386	0.8243	0.9079
No log	1.4760	338	0.8528	0.5287	0.8528	0.9235
No log	1.4847	340	0.5784	0.5740	0.5784	0.7605
No log	1.4934	342	0.5325	0.6058	0.5325	0.7297
No log	1.5022	344	0.5300	0.5916	0.5300	0.7280
No log	1.5109	346	0.5410	0.6016	0.5410	0.7355
No log	1.5197	348	0.5262	0.6028	0.5262	0.7254
No log	1.5284	350	0.5240	0.6049	0.5240	0.7239
No log	1.5371	352	0.5432	0.6210	0.5432	0.7370
No log	1.5459	354	0.5150	0.5867	0.5150	0.7176
No log	1.5546	356	0.5276	0.5912	0.5276	0.7264
No log	1.5633	358	0.5810	0.6269	0.5810	0.7622
No log	1.5721	360	0.5826	0.6251	0.5826	0.7633
No log	1.5808	362	0.5230	0.6103	0.5230	0.7232
No log	1.5895	364	0.5596	0.5757	0.5596	0.7480
No log	1.5983	366	0.5119	0.5854	0.5119	0.7154
No log	1.6070	368	0.6035	0.5826	0.6035	0.7768
No log	1.6157	370	0.7546	0.5016	0.7546	0.8687
No log	1.6245	372	0.7972	0.4852	0.7972	0.8929
No log	1.6332	374	0.6173	0.5640	0.6173	0.7857
No log	1.6419	376	0.4795	0.5766	0.4795	0.6924
No log	1.6507	378	0.4601	0.5966	0.4601	0.6783
No log	1.6594	380	0.4489	0.6231	0.4489	0.6700
No log	1.6681	382	0.5089	0.6084	0.5089	0.7134
No log	1.6769	384	0.5872	0.5972	0.5872	0.7663
No log	1.6856	386	0.6045	0.5833	0.6045	0.7775
No log	1.6943	388	0.5548	0.5961	0.5548	0.7449
No log	1.7031	390	0.5036	0.6041	0.5036	0.7096
No log	1.7118	392	0.5681	0.5905	0.5681	0.7537
No log	1.7205	394	0.6010	0.5781	0.6010	0.7752
No log	1.7293	396	0.5593	0.6005	0.5593	0.7479
No log	1.7380	398	0.5250	0.6003	0.5250	0.7246
No log	1.7467	400	0.5215	0.6221	0.5215	0.7222
No log	1.7555	402	0.4741	0.6532	0.4741	0.6886
No log	1.7642	404	0.4521	0.6578	0.4521	0.6724
No log	1.7729	406	0.4496	0.6460	0.4496	0.6705
No log	1.7817	408	0.4481	0.6576	0.4481	0.6694
No log	1.7904	410	0.4601	0.6670	0.4601	0.6783
No log	1.7991	412	0.4529	0.6483	0.4529	0.6730
No log	1.8079	414	0.5005	0.6079	0.5005	0.7075
No log	1.8166	416	0.5286	0.5897	0.5286	0.7270
No log	1.8253	418	0.4788	0.6268	0.4788	0.6920
No log	1.8341	420	0.6239	0.5907	0.6239	0.7899
No log	1.8428	422	0.6009	0.5999	0.6009	0.7752
No log	1.8515	424	0.4794	0.6214	0.4794	0.6924
No log	1.8603	426	0.5089	0.6032	0.5089	0.7134
No log	1.8690	428	0.4790	0.6081	0.4790	0.6921
No log	1.8777	430	0.5112	0.6195	0.5112	0.7150
No log	1.8865	432	0.5290	0.6109	0.5290	0.7273
No log	1.8952	434	0.4701	0.6176	0.4701	0.6857
No log	1.9039	436	0.4691	0.5812	0.4691	0.6849
No log	1.9127	438	0.4851	0.5666	0.4851	0.6965
No log	1.9214	440	0.4519	0.5910	0.4519	0.6722
No log	1.9301	442	0.4490	0.6248	0.4490	0.6701
No log	1.9389	444	0.4728	0.6273	0.4728	0.6876
No log	1.9476	446	0.4848	0.6257	0.4848	0.6963
No log	1.9563	448	0.4668	0.6424	0.4668	0.6832
No log	1.9651	450	0.4933	0.6232	0.4933	0.7023
No log	1.9738	452	0.5965	0.6030	0.5965	0.7723
No log	1.9825	454	0.6003	0.5884	0.6003	0.7748
No log	1.9913	456	0.5777	0.6030	0.5777	0.7600
No log	2.0	458	0.5180	0.6132	0.5180	0.7197
No log	2.0087	460	0.5464	0.5945	0.5464	0.7392
No log	2.0175	462	0.6301	0.5570	0.6301	0.7938
No log	2.0262	464	0.6004	0.5527	0.6004	0.7748
No log	2.0349	466	0.5371	0.6102	0.5371	0.7329
No log	2.0437	468	0.5689	0.5982	0.5689	0.7542
No log	2.0524	470	0.6664	0.5450	0.6664	0.8163
No log	2.0611	472	0.6794	0.5489	0.6794	0.8243
No log	2.0699	474	0.7442	0.5347	0.7442	0.8627
No log	2.0786	476	0.6312	0.5770	0.6312	0.7945
No log	2.0873	478	0.5687	0.5712	0.5687	0.7541
No log	2.0961	480	0.6739	0.5790	0.6739	0.8209
No log	2.1048	482	0.6734	0.5736	0.6734	0.8206
No log	2.1135	484	0.5305	0.5992	0.5305	0.7283
No log	2.1223	486	0.5223	0.6047	0.5223	0.7227
No log	2.1310	488	0.5881	0.6104	0.5881	0.7669
No log	2.1397	490	0.7830	0.5241	0.7830	0.8849
No log	2.1485	492	0.6442	0.5612	0.6442	0.8026
No log	2.1572	494	0.5526	0.5728	0.5526	0.7434
No log	2.1659	496	0.5985	0.5018	0.5985	0.7736
No log	2.1747	498	0.5172	0.5814	0.5172	0.7192
1.065	2.1834	500	0.6533	0.5486	0.6533	0.8083
1.065	2.1921	502	0.6496	0.5562	0.6496	0.8060
1.065	2.2009	504	0.5000	0.6329	0.5000	0.7071
1.065	2.2096	506	0.5390	0.5407	0.5390	0.7342
1.065	2.2183	508	0.5452	0.5285	0.5452	0.7384
1.065	2.2271	510	0.4753	0.6233	0.4753	0.6894
1.065	2.2358	512	0.5122	0.6300	0.5122	0.7157
1.065	2.2445	514	0.5110	0.6237	0.5110	0.7148
1.065	2.2533	516	0.4870	0.6283	0.4870	0.6979
1.065	2.2620	518	0.4784	0.6202	0.4784	0.6916
1.065	2.2707	520	0.4828	0.6217	0.4828	0.6949
1.065	2.2795	522	0.5176	0.6160	0.5176	0.7194
1.065	2.2882	524	0.5404	0.6190	0.5404	0.7351
1.065	2.2969	526	0.5683	0.6036	0.5683	0.7539
1.065	2.3057	528	0.5306	0.6218	0.5306	0.7284
1.065	2.3144	530	0.5140	0.6115	0.5140	0.7170
1.065	2.3231	532	0.5647	0.5894	0.5647	0.7515
1.065	2.3319	534	0.6004	0.5872	0.6004	0.7749
1.065	2.3406	536	0.5130	0.6124	0.5130	0.7162
1.065	2.3493	538	0.4824	0.6270	0.4824	0.6945
1.065	2.3581	540	0.5022	0.6094	0.5022	0.7087
1.065	2.3668	542	0.5679	0.6145	0.5679	0.7536
1.065	2.3755	544	0.5639	0.6193	0.5639	0.7509
1.065	2.3843	546	0.5036	0.6073	0.5036	0.7096
1.065	2.3930	548	0.5176	0.6081	0.5176	0.7195
1.065	2.4017	550	0.5768	0.6120	0.5768	0.7595
1.065	2.4105	552	0.6246	0.5896	0.6246	0.7903
1.065	2.4192	554	0.5480	0.6069	0.5480	0.7403
1.065	2.4279	556	0.4730	0.6239	0.4730	0.6877
1.065	2.4367	558	0.4918	0.6202	0.4918	0.7013
1.065	2.4454	560	0.4875	0.6194	0.4875	0.6982
1.065	2.4541	562	0.5210	0.6215	0.5210	0.7218
1.065	2.4629	564	0.4994	0.6290	0.4994	0.7067
1.065	2.4716	566	0.4885	0.6291	0.4885	0.6989
1.065	2.4803	568	0.5748	0.6117	0.5748	0.7582
1.065	2.4891	570	0.6553	0.6031	0.6553	0.8095
1.065	2.4978	572	0.5274	0.6188	0.5274	0.7262
1.065	2.5066	574	0.5387	0.6253	0.5387	0.7340
1.065	2.5153	576	0.5162	0.6375	0.5162	0.7184
1.065	2.5240	578	0.5242	0.6256	0.5242	0.7240
1.065	2.5328	580	0.6275	0.6019	0.6275	0.7922
1.065	2.5415	582	0.5974	0.6072	0.5974	0.7729
1.065	2.5502	584	0.4865	0.6537	0.4865	0.6975
1.065	2.5590	586	0.4928	0.6506	0.4928	0.7020
1.065	2.5677	588	0.5317	0.6209	0.5317	0.7292
1.065	2.5764	590	0.6009	0.5918	0.6009	0.7751
1.065	2.5852	592	0.5612	0.6068	0.5612	0.7492
1.065	2.5939	594	0.5428	0.6040	0.5428	0.7367
1.065	2.6026	596	0.5459	0.5923	0.5459	0.7388
1.065	2.6114	598	0.5044	0.6087	0.5044	0.7102
1.065	2.6201	600	0.4550	0.6253	0.4550	0.6746
1.065	2.6288	602	0.4483	0.6443	0.4483	0.6695
1.065	2.6376	604	0.4967	0.6207	0.4967	0.7048
1.065	2.6463	606	0.4826	0.6395	0.4826	0.6947
1.065	2.6550	608	0.4427	0.6460	0.4427	0.6654
1.065	2.6638	610	0.4514	0.6385	0.4514	0.6719
1.065	2.6725	612	0.4615	0.6416	0.4615	0.6793
1.065	2.6812	614	0.5637	0.6108	0.5637	0.7508
1.065	2.6900	616	0.6071	0.6020	0.6071	0.7792
1.065	2.6987	618	0.4864	0.6388	0.4864	0.6974
1.065	2.7074	620	0.4422	0.6317	0.4422	0.6650
1.065	2.7162	622	0.4667	0.6134	0.4667	0.6831
1.065	2.7249	624	0.4261	0.6266	0.4261	0.6528
1.065	2.7336	626	0.4792	0.6278	0.4792	0.6923
1.065	2.7424	628	0.5547	0.6140	0.5547	0.7448
1.065	2.7511	630	0.4886	0.6317	0.4886	0.6990
1.065	2.7598	632	0.4304	0.6498	0.4304	0.6560
1.065	2.7686	634	0.4966	0.5975	0.4966	0.7047
1.065	2.7773	636	0.4808	0.6093	0.4808	0.6934
1.065	2.7860	638	0.4363	0.6460	0.4363	0.6606
1.065	2.7948	640	0.5320	0.6208	0.5320	0.7294
1.065	2.8035	642	0.5661	0.6192	0.5661	0.7524
1.065	2.8122	644	0.5134	0.6219	0.5134	0.7165
1.065	2.8210	646	0.4792	0.6198	0.4792	0.6922
1.065	2.8297	648	0.5046	0.6105	0.5046	0.7103
1.065	2.8384	650	0.5895	0.5978	0.5895	0.7678
1.065	2.8472	652	0.5523	0.6121	0.5523	0.7432
1.065	2.8559	654	0.5059	0.6096	0.5059	0.7113
1.065	2.8646	656	0.5436	0.6184	0.5436	0.7373
1.065	2.8734	658	0.5363	0.6138	0.5363	0.7323
1.065	2.8821	660	0.4653	0.6478	0.4653	0.6822
1.065	2.8908	662	0.4689	0.6361	0.4689	0.6848
1.065	2.8996	664	0.4994	0.6236	0.4994	0.7067
1.065	2.9083	666	0.4569	0.6615	0.4569	0.6759
1.065	2.9170	668	0.4960	0.6445	0.4960	0.7043
1.065	2.9258	670	0.4983	0.6416	0.4983	0.7059
1.065	2.9345	672	0.4606	0.6551	0.4606	0.6786
1.065	2.9432	674	0.4870	0.6321	0.4870	0.6978
1.065	2.9520	676	0.4694	0.6507	0.4694	0.6851
1.065	2.9607	678	0.4907	0.6395	0.4907	0.7005
1.065	2.9694	680	0.6837	0.5976	0.6837	0.8268
1.065	2.9782	682	0.6988	0.5657	0.6988	0.8359
1.065	2.9869	684	0.5505	0.6011	0.5505	0.7420
1.065	2.9956	686	0.4769	0.6456	0.4769	0.6906
1.065	3.0044	688	0.4916	0.5618	0.4916	0.7011
1.065	3.0131	690	0.4848	0.6190	0.4848	0.6963
1.065	3.0218	692	0.5590	0.5982	0.5590	0.7477
1.065	3.0306	694	0.6536	0.5664	0.6536	0.8085
1.065	3.0393	696	0.6132	0.5850	0.6132	0.7831
1.065	3.0480	698	0.4790	0.6522	0.4790	0.6921
1.065	3.0568	700	0.4666	0.6560	0.4666	0.6830
1.065	3.0655	702	0.4864	0.6298	0.4864	0.6974
1.065	3.0742	704	0.4794	0.6470	0.4794	0.6924
1.065	3.0830	706	0.5304	0.6454	0.5304	0.7283
1.065	3.0917	708	0.5946	0.6182	0.5946	0.7711
1.065	3.1004	710	0.6102	0.6044	0.6102	0.7811
1.065	3.1092	712	0.5230	0.6109	0.5230	0.7232
1.065	3.1179	714	0.5080	0.6171	0.5080	0.7127
1.065	3.1266	716	0.5439	0.5604	0.5439	0.7375
1.065	3.1354	718	0.6316	0.5517	0.6316	0.7947
1.065	3.1441	720	0.6054	0.5469	0.6054	0.7781
1.065	3.1528	722	0.5433	0.5706	0.5433	0.7371
1.065	3.1616	724	0.5042	0.5918	0.5042	0.7101
1.065	3.1703	726	0.5204	0.5886	0.5204	0.7214
1.065	3.1790	728	0.5856	0.5641	0.5856	0.7653
1.065	3.1878	730	0.5612	0.5926	0.5612	0.7492
1.065	3.1965	732	0.4945	0.6141	0.4945	0.7032
1.065	3.2052	734	0.4940	0.5975	0.4940	0.7028
1.065	3.2140	736	0.5069	0.6188	0.5069	0.7119
1.065	3.2227	738	0.5209	0.6137	0.5209	0.7218
1.065	3.2314	740	0.5072	0.6111	0.5072	0.7122
1.065	3.2402	742	0.5205	0.6119	0.5205	0.7214
1.065	3.2489	744	0.5122	0.6105	0.5122	0.7157
1.065	3.2576	746	0.4780	0.6084	0.4780	0.6914
1.065	3.2664	748	0.4637	0.6102	0.4637	0.6810
1.065	3.2751	750	0.4712	0.6170	0.4712	0.6865
1.065	3.2838	752	0.5227	0.6137	0.5227	0.7230
1.065	3.2926	754	0.4943	0.6338	0.4943	0.7030
1.065	3.3013	756	0.4884	0.6342	0.4884	0.6989
1.065	3.3100	758	0.4876	0.6048	0.4876	0.6983
1.065	3.3188	760	0.4952	0.6238	0.4952	0.7037
1.065	3.3275	762	0.5622	0.6011	0.5622	0.7498
1.065	3.3362	764	0.6335	0.5966	0.6335	0.7959
1.065	3.3450	766	0.5626	0.6122	0.5626	0.7501
1.065	3.3537	768	0.4875	0.6276	0.4875	0.6982
1.065	3.3624	770	0.4728	0.6210	0.4728	0.6876
1.065	3.3712	772	0.4556	0.6531	0.4556	0.6750
1.065	3.3799	774	0.4560	0.6439	0.4560	0.6753
1.065	3.3886	776	0.4363	0.6697	0.4363	0.6605
1.065	3.3974	778	0.4331	0.6630	0.4331	0.6581
1.065	3.4061	780	0.4501	0.6239	0.4501	0.6709
1.065	3.4148	782	0.4581	0.6175	0.4581	0.6768
1.065	3.4236	784	0.4514	0.6581	0.4514	0.6719
1.065	3.4323	786	0.4867	0.6483	0.4867	0.6976
1.065	3.4410	788	0.4861	0.6454	0.4861	0.6972
1.065	3.4498	790	0.5413	0.6275	0.5413	0.7358
1.065	3.4585	792	0.5633	0.6202	0.5633	0.7505
1.065	3.4672	794	0.5383	0.6254	0.5383	0.7337
1.065	3.4760	796	0.5604	0.6047	0.5604	0.7486
1.065	3.4847	798	0.5583	0.6231	0.5583	0.7472
1.065	3.4934	800	0.5341	0.6085	0.5341	0.7308
1.065	3.5022	802	0.5033	0.6317	0.5033	0.7094
1.065	3.5109	804	0.5373	0.6259	0.5373	0.7330
1.065	3.5197	806	0.5280	0.6511	0.5280	0.7266
1.065	3.5284	808	0.5162	0.6396	0.5162	0.7184
1.065	3.5371	810	0.5299	0.6387	0.5299	0.7279
1.065	3.5459	812	0.5407	0.6402	0.5407	0.7354
1.065	3.5546	814	0.6144	0.6207	0.6144	0.7838
1.065	3.5633	816	0.6653	0.5874	0.6653	0.8156
1.065	3.5721	818	0.6016	0.6206	0.6016	0.7756
1.065	3.5808	820	0.5390	0.6165	0.5390	0.7342
1.065	3.5895	822	0.5405	0.6165	0.5405	0.7352
1.065	3.5983	824	0.5533	0.6307	0.5533	0.7438
1.065	3.6070	826	0.5497	0.6399	0.5497	0.7414
1.065	3.6157	828	0.4897	0.6483	0.4897	0.6998
1.065	3.6245	830	0.4531	0.6491	0.4531	0.6731
1.065	3.6332	832	0.4706	0.6372	0.4706	0.6860
1.065	3.6419	834	0.5063	0.6432	0.5063	0.7115
1.065	3.6507	836	0.5747	0.6379	0.5747	0.7581
1.065	3.6594	838	0.6254	0.5905	0.6254	0.7908
1.065	3.6681	840	0.5468	0.6249	0.5468	0.7395
1.065	3.6769	842	0.4801	0.6008	0.4801	0.6929
1.065	3.6856	844	0.4914	0.6322	0.4914	0.7010
1.065	3.6943	846	0.5531	0.6229	0.5531	0.7437
1.065	3.7031	848	0.5849	0.6126	0.5849	0.7648
1.065	3.7118	850	0.5104	0.6166	0.5104	0.7144
1.065	3.7205	852	0.5006	0.6249	0.5006	0.7075
1.065	3.7293	854	0.5684	0.6254	0.5684	0.7539
1.065	3.7380	856	0.5570	0.6242	0.5570	0.7463
1.065	3.7467	858	0.5010	0.6226	0.5010	0.7078
1.065	3.7555	860	0.5249	0.6337	0.5249	0.7245
1.065	3.7642	862	0.5355	0.6314	0.5355	0.7317
1.065	3.7729	864	0.5098	0.6301	0.5098	0.7140
1.065	3.7817	866	0.4854	0.6489	0.4854	0.6967
1.065	3.7904	868	0.4831	0.6428	0.4831	0.6950
1.065	3.7991	870	0.4789	0.6435	0.4789	0.6920
1.065	3.8079	872	0.5395	0.6439	0.5395	0.7345
1.065	3.8166	874	0.5418	0.6500	0.5418	0.7361
1.065	3.8253	876	0.4641	0.6559	0.4641	0.6812
1.065	3.8341	878	0.4445	0.6644	0.4445	0.6667
1.065	3.8428	880	0.4644	0.6236	0.4644	0.6814
1.065	3.8515	882	0.4430	0.6600	0.4430	0.6656
1.065	3.8603	884	0.5222	0.6746	0.5222	0.7226
1.065	3.8690	886	0.6833	0.6019	0.6833	0.8266
1.065	3.8777	888	0.5844	0.6393	0.5844	0.7645
1.065	3.8865	890	0.4515	0.6456	0.4515	0.6719
1.065	3.8952	892	0.4624	0.6340	0.4624	0.6800
1.065	3.9039	894	0.4510	0.6467	0.4510	0.6715
1.065	3.9127	896	0.5427	0.6467	0.5427	0.7367
1.065	3.9214	898	0.5603	0.6490	0.5603	0.7486
1.065	3.9301	900	0.4616	0.6688	0.4616	0.6794
1.065	3.9389	902	0.4457	0.6455	0.4457	0.6676
1.065	3.9476	904	0.4449	0.6594	0.4449	0.6670
1.065	3.9563	906	0.4695	0.6620	0.4695	0.6852
1.065	3.9651	908	0.4875	0.6680	0.4875	0.6982
1.065	3.9738	910	0.4556	0.6665	0.4556	0.6750
1.065	3.9825	912	0.4333	0.6300	0.4333	0.6583
1.065	3.9913	914	0.4526	0.6353	0.4526	0.6728
1.065	4.0	916	0.4332	0.6283	0.4332	0.6582
1.065	4.0087	918	0.4691	0.6746	0.4691	0.6849
1.065	4.0175	920	0.5178	0.6562	0.5178	0.7196
1.065	4.0262	922	0.4600	0.6754	0.4600	0.6782
1.065	4.0349	924	0.4306	0.6320	0.4306	0.6562
1.065	4.0437	926	0.4352	0.6283	0.4352	0.6597
1.065	4.0524	928	0.4567	0.6642	0.4567	0.6758
1.065	4.0611	930	0.5018	0.6679	0.5018	0.7084
1.065	4.0699	932	0.4933	0.6644	0.4933	0.7024
1.065	4.0786	934	0.4638	0.6286	0.4638	0.6810
1.065	4.0873	936	0.4704	0.6068	0.4704	0.6859
1.065	4.0961	938	0.5150	0.6420	0.5150	0.7176
1.065	4.1048	940	0.6684	0.5609	0.6684	0.8176
1.065	4.1135	942	0.6379	0.5728	0.6379	0.7987
1.065	4.1223	944	0.5022	0.6404	0.5022	0.7086
1.065	4.1310	946	0.4702	0.6110	0.4702	0.6857
1.065	4.1397	948	0.4773	0.6367	0.4773	0.6909
1.065	4.1485	950	0.5363	0.6385	0.5363	0.7323
1.065	4.1572	952	0.5420	0.6432	0.5420	0.7362
1.065	4.1659	954	0.5585	0.6368	0.5585	0.7473
1.065	4.1747	956	0.5018	0.6481	0.5018	0.7084
1.065	4.1834	958	0.4639	0.6339	0.4639	0.6811
1.065	4.1921	960	0.4538	0.6333	0.4538	0.6737
1.065	4.2009	962	0.4698	0.6546	0.4698	0.6854
1.065	4.2096	964	0.5438	0.6477	0.5438	0.7374
1.065	4.2183	966	0.5272	0.6489	0.5272	0.7261
1.065	4.2271	968	0.4809	0.6429	0.4809	0.6934
1.065	4.2358	970	0.4889	0.6375	0.4889	0.6992
1.065	4.2445	972	0.5366	0.6524	0.5366	0.7325
1.065	4.2533	974	0.5410	0.6620	0.5410	0.7355
1.065	4.2620	976	0.4894	0.6402	0.4894	0.6996
1.065	4.2707	978	0.4814	0.6457	0.4814	0.6939
1.065	4.2795	980	0.4749	0.6513	0.4749	0.6891
1.065	4.2882	982	0.4545	0.6330	0.4545	0.6742
1.065	4.2969	984	0.4465	0.6333	0.4465	0.6682
1.065	4.3057	986	0.4423	0.6567	0.4423	0.6650
1.065	4.3144	988	0.4824	0.6612	0.4824	0.6946
1.065	4.3231	990	0.4783	0.6608	0.4783	0.6916
1.065	4.3319	992	0.4443	0.6372	0.4443	0.6665
1.065	4.3406	994	0.4508	0.6188	0.4508	0.6714
1.065	4.3493	996	0.4507	0.6447	0.4507	0.6713
1.065	4.3581	998	0.5343	0.6381	0.5343	0.7310
0.3192	4.3668	1000	0.6158	0.6265	0.6158	0.7848
0.3192	4.3755	1002	0.5376	0.6403	0.5376	0.7332
0.3192	4.3843	1004	0.4630	0.6346	0.4630	0.6805
0.3192	4.3930	1006	0.4671	0.6369	0.4671	0.6834
0.3192	4.4017	1008	0.5340	0.6318	0.5340	0.7307
0.3192	4.4105	1010	0.6434	0.5902	0.6434	0.8021
0.3192	4.4192	1012	0.5916	0.6175	0.5916	0.7692
0.3192	4.4279	1014	0.4696	0.6512	0.4696	0.6853
0.3192	4.4367	1016	0.4418	0.6371	0.4418	0.6647
0.3192	4.4454	1018	0.4422	0.6511	0.4422	0.6650
0.3192	4.4541	1020	0.4572	0.6518	0.4572	0.6762
0.3192	4.4629	1022	0.4575	0.6643	0.4575	0.6764
0.3192	4.4716	1024	0.4423	0.6531	0.4423	0.6651
0.3192	4.4803	1026	0.4459	0.6499	0.4459	0.6677
0.3192	4.4891	1028	0.4539	0.6559	0.4539	0.6737
0.3192	4.4978	1030	0.4866	0.6505	0.4866	0.6976
0.3192	4.5066	1032	0.4660	0.6579	0.4660	0.6827
0.3192	4.5153	1034	0.4562	0.6558	0.4562	0.6754
0.3192	4.5240	1036	0.4552	0.6479	0.4552	0.6747
0.3192	4.5328	1038	0.4535	0.6226	0.4535	0.6734
0.3192	4.5415	1040	0.4558	0.6413	0.4558	0.6751
0.3192	4.5502	1042	0.4991	0.6588	0.4991	0.7065
0.3192	4.5590	1044	0.5398	0.6365	0.5398	0.7347
0.3192	4.5677	1046	0.4974	0.6451	0.4974	0.7053
0.3192	4.5764	1048	0.4672	0.6219	0.4672	0.6835
0.3192	4.5852	1050	0.4635	0.6046	0.4635	0.6808
0.3192	4.5939	1052	0.4715	0.6418	0.4715	0.6866
0.3192	4.6026	1054	0.5729	0.6166	0.5729	0.7569
0.3192	4.6114	1056	0.6410	0.5804	0.6410	0.8006
0.3192	4.6201	1058	0.5602	0.6353	0.5602	0.7485
0.3192	4.6288	1060	0.4830	0.6077	0.4830	0.6950
0.3192	4.6376	1062	0.4824	0.6076	0.4824	0.6945
0.3192	4.6463	1064	0.4861	0.6169	0.4861	0.6972
0.3192	4.6550	1066	0.5511	0.6352	0.5511	0.7424
0.3192	4.6638	1068	0.5667	0.6278	0.5667	0.7528
0.3192	4.6725	1070	0.5015	0.6338	0.5015	0.7082
0.3192	4.6812	1072	0.4804	0.5974	0.4804	0.6931
0.3192	4.6900	1074	0.4897	0.6146	0.4897	0.6998
0.3192	4.6987	1076	0.5367	0.6323	0.5367	0.7326
0.3192	4.7074	1078	0.5895	0.6088	0.5895	0.7678
0.3192	4.7162	1080	0.5302	0.6283	0.5302	0.7282
0.3192	4.7249	1082	0.4932	0.6168	0.4932	0.7023
0.3192	4.7336	1084	0.4876	0.6186	0.4876	0.6983
0.3192	4.7424	1086	0.5200	0.6188	0.5200	0.7211
0.3192	4.7511	1088	0.5799	0.5991	0.5799	0.7615
0.3192	4.7598	1090	0.5637	0.6099	0.5637	0.7508

Framework versions

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