distilbert-base-cased-finetuned-ner-test

reyhanemyr/distilbert-base-cased-finetuned-ner-test

distilbert-base-cased-finetuned-ner-test is a token classification model from reyhanemyr. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Token Classification
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: Mar 1, 2023
Updated: Mar 1, 2023
SHA: 7ac0171f

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Model card

From the Hugging Face model README

distilbert-base-cased-finetuned-ner-test

This model is a fine-tuned version of distilbert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4459
Precision: 0.6234
Recall: 0.6069
F1: 0.6150
Accuracy: 0.9426

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: 3e-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: 500

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	9	0.6413	0.0	0.0	0.0	0.8832
No log	2.0	18	0.5973	0.0	0.0	0.0	0.8832
No log	3.0	27	0.5139	0.0	0.0	0.0	0.8832
No log	4.0	36	0.4620	0.2354	0.0598	0.0954	0.8859
No log	5.0	45	0.4293	0.3225	0.0995	0.1520	0.8943
No log	6.0	54	0.3842	0.4036	0.2005	0.2679	0.9086
No log	7.0	63	0.3360	0.3802	0.3005	0.3357	0.9110
No log	8.0	72	0.3121	0.4072	0.3402	0.3707	0.9157
No log	9.0	81	0.2932	0.4492	0.3630	0.4015	0.9187
No log	10.0	90	0.2897	0.4596	0.3968	0.4259	0.9215
No log	11.0	99	0.2838	0.5115	0.4111	0.4559	0.9250
No log	12.0	108	0.2715	0.4724	0.4582	0.4652	0.9251
No log	13.0	117	0.2846	0.5373	0.4116	0.4661	0.9274
No log	14.0	126	0.2675	0.5003	0.4958	0.4980	0.9282
No log	15.0	135	0.2857	0.5200	0.4751	0.4965	0.9297
No log	16.0	144	0.2686	0.5235	0.4899	0.5061	0.9296
No log	17.0	153	0.2883	0.5426	0.4958	0.5181	0.9323
No log	18.0	162	0.2702	0.5124	0.5339	0.5229	0.9314
No log	19.0	171	0.2920	0.5563	0.4889	0.5204	0.9330
No log	20.0	180	0.2817	0.5480	0.4984	0.5220	0.9333
No log	21.0	189	0.2836	0.5570	0.5270	0.5416	0.9336
No log	22.0	198	0.2872	0.5151	0.5492	0.5316	0.9324
No log	23.0	207	0.2902	0.5401	0.5772	0.5581	0.9335
No log	24.0	216	0.2960	0.5326	0.5450	0.5387	0.9339
No log	25.0	225	0.3013	0.5674	0.5370	0.5518	0.9353
No log	26.0	234	0.3000	0.5999	0.5196	0.5568	0.9375
No log	27.0	243	0.2974	0.5785	0.5286	0.5524	0.9362
No log	28.0	252	0.2950	0.5561	0.5714	0.5637	0.9358
No log	29.0	261	0.2968	0.5744	0.5640	0.5691	0.9370
No log	30.0	270	0.2969	0.5684	0.5672	0.5678	0.9372
No log	31.0	279	0.3129	0.5689	0.5614	0.5651	0.9368
No log	32.0	288	0.2970	0.5676	0.5772	0.5724	0.9371
No log	33.0	297	0.2977	0.5728	0.5825	0.5776	0.9383
No log	34.0	306	0.3178	0.5563	0.5545	0.5554	0.9369
No log	35.0	315	0.3214	0.5737	0.5683	0.5710	0.9382
No log	36.0	324	0.3297	0.5618	0.5487	0.5551	0.9378
No log	37.0	333	0.3175	0.6110	0.5328	0.5692	0.9378
No log	38.0	342	0.3313	0.6166	0.5259	0.5677	0.9389
No log	39.0	351	0.3154	0.5944	0.5646	0.5791	0.9388
No log	40.0	360	0.3268	0.5859	0.5593	0.5723	0.9390
No log	41.0	369	0.3147	0.5532	0.5910	0.5715	0.9382
No log	42.0	378	0.3190	0.5631	0.5831	0.5729	0.9377
No log	43.0	387	0.3200	0.5581	0.5667	0.5624	0.9376
No log	44.0	396	0.3267	0.5878	0.5794	0.5835	0.9393
No log	45.0	405	0.3314	0.5934	0.5767	0.5849	0.9402
No log	46.0	414	0.3373	0.6108	0.5630	0.5859	0.9399
No log	47.0	423	0.3230	0.5762	0.5841	0.5801	0.9389
No log	48.0	432	0.3257	0.5594	0.6058	0.5817	0.9383
No log	49.0	441	0.3395	0.5975	0.5640	0.5803	0.9404
No log	50.0	450	0.3253	0.5778	0.5873	0.5825	0.9392
No log	51.0	459	0.3328	0.5650	0.5841	0.5744	0.9384
No log	52.0	468	0.3426	0.5965	0.5529	0.5739	0.9399
No log	53.0	477	0.3385	0.6008	0.5804	0.5904	0.9411
No log	54.0	486	0.3452	0.5848	0.5894	0.5871	0.9400
No log	55.0	495	0.3478	0.6094	0.5778	0.5932	0.9405
0.1368	56.0	504	0.3482	0.5861	0.5799	0.5830	0.9393
0.1368	57.0	513	0.3402	0.5891	0.5963	0.5927	0.9394
0.1368	58.0	522	0.3457	0.5855	0.5831	0.5843	0.9397
0.1368	59.0	531	0.3425	0.6	0.5905	0.5952	0.9403
0.1368	60.0	540	0.3415	0.5776	0.5947	0.5860	0.9392
0.1368	61.0	549	0.3490	0.5739	0.5857	0.5797	0.9385
0.1368	62.0	558	0.3551	0.5711	0.5968	0.5837	0.9399
0.1368	63.0	567	0.3496	0.5807	0.6074	0.5937	0.9411
0.1368	64.0	576	0.3485	0.5882	0.5820	0.5851	0.9404
0.1368	65.0	585	0.3535	0.6026	0.5704	0.5860	0.9407
0.1368	66.0	594	0.3503	0.5740	0.6116	0.5922	0.9394
0.1368	67.0	603	0.3575	0.5853	0.5921	0.5886	0.9395
0.1368	68.0	612	0.3528	0.5927	0.5751	0.5838	0.9394
0.1368	69.0	621	0.3500	0.5748	0.5995	0.5869	0.9398
0.1368	70.0	630	0.3586	0.5864	0.5762	0.5813	0.9392
0.1368	71.0	639	0.3487	0.5592	0.6143	0.5855	0.9369
0.1368	72.0	648	0.3587	0.5886	0.5905	0.5895	0.9392
0.1368	73.0	657	0.3749	0.6253	0.5651	0.5937	0.9413
0.1368	74.0	666	0.3573	0.5633	0.6101	0.5857	0.9389
0.1368	75.0	675	0.3625	0.5484	0.6169	0.5807	0.9378
0.1368	76.0	684	0.3716	0.5853	0.5921	0.5886	0.9388
0.1368	77.0	693	0.3759	0.6053	0.5841	0.5945	0.9407
0.1368	78.0	702	0.3607	0.6038	0.5741	0.5886	0.9407
0.1368	79.0	711	0.3636	0.5728	0.6037	0.5878	0.9399
0.1368	80.0	720	0.3705	0.6036	0.5794	0.5913	0.9408
0.1368	81.0	729	0.3648	0.5757	0.6058	0.5904	0.9390
0.1368	82.0	738	0.3511	0.5810	0.6032	0.5919	0.9401
0.1368	83.0	747	0.3761	0.6107	0.5778	0.5938	0.9418
0.1368	84.0	756	0.3671	0.5841	0.5841	0.5841	0.9400
0.1368	85.0	765	0.3583	0.5795	0.6016	0.5903	0.9398
0.1368	86.0	774	0.3691	0.5955	0.6005	0.5980	0.9413
0.1368	87.0	783	0.3632	0.5872	0.5899	0.5885	0.9401
0.1368	88.0	792	0.3793	0.6056	0.5825	0.5939	0.9419
0.1368	89.0	801	0.3778	0.5933	0.5852	0.5892	0.9404
0.1368	90.0	810	0.3830	0.5719	0.5995	0.5854	0.9396
0.1368	91.0	819	0.3803	0.6123	0.5757	0.5934	0.9414
0.1368	92.0	828	0.3751	0.5888	0.5963	0.5925	0.9400
0.1368	93.0	837	0.3857	0.5927	0.5937	0.5932	0.9402
0.1368	94.0	846	0.3991	0.6018	0.5757	0.5884	0.9400
0.1368	95.0	855	0.3861	0.5831	0.6032	0.5930	0.9387
0.1368	96.0	864	0.3797	0.5853	0.6011	0.5931	0.9391
0.1368	97.0	873	0.3836	0.5946	0.5937	0.5941	0.9406
0.1368	98.0	882	0.3731	0.5962	0.6085	0.6023	0.9407
0.1368	99.0	891	0.3695	0.5991	0.6111	0.6050	0.9406
0.1368	100.0	900	0.3943	0.6039	0.5720	0.5875	0.9407
0.1368	101.0	909	0.3859	0.5947	0.5884	0.5915	0.9401
0.1368	102.0	918	0.3719	0.5947	0.6048	0.5997	0.9397
0.1368	103.0	927	0.3752	0.5807	0.6222	0.6008	0.9399
0.1368	104.0	936	0.3913	0.6063	0.5915	0.5988	0.9410
0.1368	105.0	945	0.3911	0.5728	0.6095	0.5906	0.9384
0.1368	106.0	954	0.3929	0.6053	0.5884	0.5967	0.9409
0.1368	107.0	963	0.3901	0.5633	0.6122	0.5867	0.9380
0.1368	108.0	972	0.3977	0.6226	0.5831	0.6022	0.9415
0.1368	109.0	981	0.3833	0.5564	0.6233	0.5880	0.9377
0.1368	110.0	990	0.3910	0.6008	0.5899	0.5953	0.9413
0.1368	111.0	999	0.3796	0.5944	0.5878	0.5911	0.9407
0.0066	112.0	1008	0.3934	0.6009	0.5974	0.5991	0.9408
0.0066	113.0	1017	0.3943	0.5832	0.5915	0.5873	0.9397
0.0066	114.0	1026	0.3992	0.6075	0.5905	0.5989	0.9411
0.0066	115.0	1035	0.3948	0.6099	0.5974	0.6036	0.9417
0.0066	116.0	1044	0.3844	0.5907	0.6153	0.6027	0.9407
0.0066	117.0	1053	0.3867	0.5931	0.6053	0.5991	0.9408
0.0066	118.0	1062	0.3856	0.5927	0.6106	0.6015	0.9407
0.0066	119.0	1071	0.3936	0.6173	0.5847	0.6005	0.9420
0.0066	120.0	1080	0.3881	0.5785	0.6259	0.6013	0.9415
0.0066	121.0	1089	0.3974	0.6332	0.5735	0.6019	0.9427
0.0066	122.0	1098	0.3836	0.5663	0.6233	0.5935	0.9392
0.0066	123.0	1107	0.3798	0.6102	0.5947	0.6024	0.9423
0.0066	124.0	1116	0.3831	0.5782	0.6101	0.5937	0.9401
0.0066	125.0	1125	0.3935	0.6162	0.5852	0.6003	0.9417
0.0066	126.0	1134	0.3940	0.5912	0.6021	0.5966	0.9406
0.0066	127.0	1143	0.3950	0.5914	0.5989	0.5952	0.9406
0.0066	128.0	1152	0.3896	0.6064	0.5984	0.6024	0.9406
0.0066	129.0	1161	0.3922	0.6077	0.6058	0.6068	0.9414
0.0066	130.0	1170	0.3908	0.5849	0.6233	0.6035	0.9403
0.0066	131.0	1179	0.3977	0.6275	0.5873	0.6067	0.9421
0.0066	132.0	1188	0.3967	0.5985	0.6011	0.5998	0.9411
0.0066	133.0	1197	0.3952	0.5938	0.5979	0.5958	0.9407
0.0066	134.0	1206	0.4015	0.5884	0.6005	0.5944	0.9407
0.0066	135.0	1215	0.3964	0.5892	0.5995	0.5943	0.9408
0.0066	136.0	1224	0.4038	0.6024	0.5899	0.5961	0.9416
0.0066	137.0	1233	0.4010	0.5946	0.5984	0.5965	0.9415
0.0066	138.0	1242	0.3984	0.6036	0.5963	0.5999	0.9419
0.0066	139.0	1251	0.3977	0.6218	0.5915	0.6063	0.9429
0.0066	140.0	1260	0.4087	0.6307	0.5910	0.6102	0.9429
0.0066	141.0	1269	0.4020	0.6008	0.6005	0.6007	0.9413
0.0066	142.0	1278	0.3921	0.5814	0.6122	0.5964	0.9407
0.0066	143.0	1287	0.3962	0.6086	0.5958	0.6021	0.9421
0.0066	144.0	1296	0.3875	0.5814	0.6085	0.5946	0.9405
0.0066	145.0	1305	0.3938	0.6204	0.5984	0.6092	0.9428
0.0066	146.0	1314	0.3869	0.5872	0.6286	0.6072	0.9390
0.0066	147.0	1323	0.4102	0.6274	0.5720	0.5984	0.9422
0.0066	148.0	1332	0.3789	0.5903	0.6206	0.6051	0.9416
0.0066	149.0	1341	0.3783	0.6149	0.5905	0.6024	0.9427
0.0066	150.0	1350	0.3902	0.6040	0.6053	0.6047	0.9422
0.0066	151.0	1359	0.3955	0.6128	0.5937	0.6031	0.9423
0.0066	152.0	1368	0.3840	0.5799	0.6180	0.5984	0.9406
0.0066	153.0	1377	0.3942	0.5875	0.6095	0.5983	0.9411
0.0066	154.0	1386	0.4000	0.6151	0.5894	0.6020	0.9418
0.0066	155.0	1395	0.3940	0.5936	0.5958	0.5947	0.9408
0.0066	156.0	1404	0.3967	0.6111	0.5952	0.6031	0.9423
0.0066	157.0	1413	0.3939	0.6056	0.6053	0.6055	0.9420
0.0066	158.0	1422	0.3935	0.6053	0.6053	0.6053	0.9414
0.0066	159.0	1431	0.3981	0.6142	0.6048	0.6094	0.9418
0.0066	160.0	1440	0.4030	0.5978	0.6095	0.6036	0.9416
0.0066	161.0	1449	0.4128	0.6272	0.5910	0.6086	0.9422
0.0066	162.0	1458	0.4068	0.5901	0.6101	0.5999	0.9410
0.0066	163.0	1467	0.4083	0.6037	0.6021	0.6029	0.9414
0.0066	164.0	1476	0.4084	0.6135	0.6005	0.6070	0.9416
0.0066	165.0	1485	0.4060	0.5861	0.6143	0.5998	0.9408
0.0066	166.0	1494	0.4123	0.6210	0.5947	0.6076	0.9417
0.0031	167.0	1503	0.4073	0.5969	0.6079	0.6024	0.9411
0.0031	168.0	1512	0.4043	0.6017	0.5995	0.6006	0.9414
0.0031	169.0	1521	0.4026	0.5998	0.5915	0.5956	0.9416
0.0031	170.0	1530	0.4069	0.5992	0.6042	0.6017	0.9416
0.0031	171.0	1539	0.4103	0.6134	0.5926	0.6028	0.9423
0.0031	172.0	1548	0.4083	0.6019	0.6063	0.6041	0.9416
0.0031	173.0	1557	0.4061	0.5869	0.6090	0.5978	0.9406
0.0031	174.0	1566	0.4005	0.6006	0.6016	0.6011	0.9414
0.0031	175.0	1575	0.4035	0.6065	0.5905	0.5984	0.9418
0.0031	176.0	1584	0.4066	0.5987	0.6016	0.6002	0.9416
0.0031	177.0	1593	0.4174	0.6148	0.5963	0.6054	0.9421
0.0031	178.0	1602	0.4154	0.6116	0.6032	0.6074	0.9418
0.0031	179.0	1611	0.4120	0.5866	0.6111	0.5986	0.9409
0.0031	180.0	1620	0.4121	0.5843	0.6016	0.5928	0.9407
0.0031	181.0	1629	0.4157	0.6049	0.5905	0.5976	0.9406
0.0031	182.0	1638	0.4183	0.5832	0.5974	0.5902	0.9393
0.0031	183.0	1647	0.4336	0.6198	0.5831	0.6009	0.9420
0.0031	184.0	1656	0.4149	0.5911	0.5958	0.5934	0.9406
0.0031	185.0	1665	0.4124	0.6117	0.5942	0.6028	0.9426
0.0031	186.0	1674	0.4108	0.5859	0.5952	0.5906	0.9406
0.0031	187.0	1683	0.4043	0.5938	0.5926	0.5932	0.9413
0.0031	188.0	1692	0.4047	0.5878	0.5968	0.5923	0.9403
0.0031	189.0	1701	0.4106	0.5995	0.5947	0.5971	0.9415
0.0031	190.0	1710	0.4031	0.5937	0.6101	0.6018	0.9410
0.0031	191.0	1719	0.4121	0.6067	0.6	0.6034	0.9414
0.0031	192.0	1728	0.4143	0.6015	0.6021	0.6018	0.9415
0.0031	193.0	1737	0.4124	0.5980	0.5958	0.5969	0.9414
0.0031	194.0	1746	0.4101	0.6033	0.5995	0.6014	0.9405
0.0031	195.0	1755	0.4161	0.6046	0.5963	0.6004	0.9414
0.0031	196.0	1764	0.4194	0.6128	0.5894	0.6009	0.9416
0.0031	197.0	1773	0.4113	0.5994	0.6127	0.6060	0.9411
0.0031	198.0	1782	0.4106	0.5915	0.6122	0.6017	0.9408
0.0031	199.0	1791	0.4118	0.6161	0.5937	0.6047	0.9424
0.0031	200.0	1800	0.4160	0.6281	0.5852	0.6059	0.9428
0.0031	201.0	1809	0.4103	0.6117	0.5968	0.6042	0.9425
0.0031	202.0	1818	0.4082	0.6149	0.5947	0.6046	0.9423
0.0031	203.0	1827	0.4017	0.5924	0.6222	0.6070	0.9411
0.0031	204.0	1836	0.4067	0.6166	0.5989	0.6076	0.9427
0.0031	205.0	1845	0.4024	0.5958	0.6090	0.6023	0.9418
0.0031	206.0	1854	0.4015	0.6165	0.6048	0.6106	0.9431
0.0031	207.0	1863	0.3951	0.6011	0.6180	0.6094	0.9424
0.0031	208.0	1872	0.4024	0.6170	0.6069	0.6119	0.9437
0.0031	209.0	1881	0.3998	0.6005	0.6116	0.6060	0.9426
0.0031	210.0	1890	0.4037	0.6025	0.6048	0.6036	0.9423
0.0031	211.0	1899	0.4077	0.6057	0.6005	0.6031	0.9426
0.0031	212.0	1908	0.4113	0.5994	0.6016	0.6005	0.9422
0.0031	213.0	1917	0.4144	0.6154	0.5995	0.6073	0.9432
0.0031	214.0	1926	0.4179	0.6159	0.5931	0.6043	0.9429
0.0031	215.0	1935	0.4122	0.5954	0.6175	0.6062	0.9414
0.0031	216.0	1944	0.4150	0.6140	0.6069	0.6104	0.9428
0.0031	217.0	1953	0.4171	0.6143	0.6016	0.6079	0.9422
0.0031	218.0	1962	0.4203	0.6278	0.6016	0.6144	0.9430
0.0031	219.0	1971	0.4088	0.5902	0.6196	0.6045	0.9404
0.0031	220.0	1980	0.4147	0.6228	0.6090	0.6158	0.9428
0.0031	221.0	1989	0.4195	0.6251	0.5921	0.6082	0.9421
0.0031	222.0	1998	0.4235	0.6021	0.6069	0.6045	0.9408
0.002	223.0	2007	0.4109	0.6191	0.6106	0.6148	0.9415
0.002	224.0	2016	0.4054	0.6091	0.6011	0.6051	0.9413
0.002	225.0	2025	0.4150	0.6167	0.5984	0.6074	0.9421
0.002	226.0	2034	0.4189	0.6010	0.6106	0.6058	0.9412
0.002	227.0	2043	0.4529	0.6398	0.5714	0.6037	0.9417
0.002	228.0	2052	0.4175	0.5568	0.6328	0.5924	0.9368
0.002	229.0	2061	0.4229	0.6254	0.5751	0.5992	0.9424
0.002	230.0	2070	0.4120	0.5737	0.6159	0.5940	0.9393
0.002	231.0	2079	0.4194	0.6179	0.5921	0.6047	0.9420
0.002	232.0	2088	0.4177	0.6092	0.6005	0.6048	0.9420
0.002	233.0	2097	0.4138	0.5956	0.6048	0.6002	0.9404
0.002	234.0	2106	0.4081	0.5916	0.6032	0.5973	0.9405
0.002	235.0	2115	0.4129	0.6303	0.5873	0.6081	0.9431
0.002	236.0	2124	0.4062	0.5895	0.6079	0.5986	0.9403
0.002	237.0	2133	0.4056	0.5953	0.6063	0.6008	0.9406
0.002	238.0	2142	0.4076	0.6083	0.6005	0.6044	0.9412
0.002	239.0	2151	0.4087	0.6096	0.6048	0.6072	0.9420
0.002	240.0	2160	0.4143	0.6094	0.6026	0.6060	0.9424
0.002	241.0	2169	0.4202	0.6205	0.5873	0.6034	0.9428
0.002	242.0	2178	0.4157	0.6133	0.5984	0.6058	0.9423
0.002	243.0	2187	0.4173	0.6083	0.5958	0.6020	0.9423
0.002	244.0	2196	0.4275	0.6001	0.5931	0.5966	0.9415
0.002	245.0	2205	0.4288	0.6192	0.5963	0.6075	0.9426
0.002	246.0	2214	0.4250	0.6218	0.5862	0.6035	0.9421
0.002	247.0	2223	0.4169	0.6177	0.6053	0.6114	0.9418
0.002	248.0	2232	0.4143	0.6061	0.6122	0.6091	0.9410
0.002	249.0	2241	0.4108	0.6027	0.6116	0.6071	0.9410
0.002	250.0	2250	0.4127	0.6095	0.6095	0.6095	0.9420
0.002	251.0	2259	0.4183	0.6216	0.5989	0.6101	0.9428
0.002	252.0	2268	0.4212	0.6195	0.5910	0.6049	0.9421
0.002	253.0	2277	0.4133	0.5808	0.6159	0.5978	0.9399
0.002	254.0	2286	0.4147	0.6068	0.5937	0.6002	0.9416
0.002	255.0	2295	0.4170	0.6205	0.5857	0.6026	0.9427
0.002	256.0	2304	0.4153	0.6170	0.5942	0.6054	0.9428
0.002	257.0	2313	0.4102	0.5975	0.6111	0.6042	0.9415
0.002	258.0	2322	0.4097	0.6187	0.6	0.6092	0.9423
0.002	259.0	2331	0.4074	0.6034	0.6085	0.6059	0.9411
0.002	260.0	2340	0.4109	0.6179	0.6032	0.6104	0.9425
0.002	261.0	2349	0.4122	0.6142	0.6048	0.6094	0.9429
0.002	262.0	2358	0.4171	0.6302	0.5905	0.6097	0.9432
0.002	263.0	2367	0.4198	0.6044	0.6005	0.6024	0.9421
0.002	264.0	2376	0.4131	0.5934	0.6138	0.6034	0.9414
0.002	265.0	2385	0.4067	0.6200	0.5974	0.6085	0.9416
0.002	266.0	2394	0.4041	0.6133	0.6101	0.6117	0.9425
0.002	267.0	2403	0.4070	0.6001	0.6185	0.6092	0.9424
0.002	268.0	2412	0.4135	0.6149	0.6101	0.6125	0.9429
0.002	269.0	2421	0.4155	0.6298	0.6021	0.6156	0.9432
0.002	270.0	2430	0.4159	0.6220	0.6042	0.6130	0.9428
0.002	271.0	2439	0.4106	0.5896	0.6164	0.6027	0.9412
0.002	272.0	2448	0.4162	0.6117	0.6143	0.6130	0.9422
0.002	273.0	2457	0.4163	0.6198	0.6106	0.6151	0.9428
0.002	274.0	2466	0.4086	0.6125	0.6122	0.6123	0.9424
0.002	275.0	2475	0.4162	0.6277	0.6058	0.6166	0.9428
0.002	276.0	2484	0.4113	0.6023	0.6153	0.6087	0.9422
0.002	277.0	2493	0.4152	0.6152	0.6005	0.6078	0.9423
0.0019	278.0	2502	0.4149	0.6172	0.5989	0.6079	0.9417
0.0019	279.0	2511	0.4087	0.6065	0.6116	0.6091	0.9410
0.0019	280.0	2520	0.4107	0.6066	0.6069	0.6067	0.9411
0.0019	281.0	2529	0.4135	0.6201	0.5968	0.6083	0.9423
0.0019	282.0	2538	0.4134	0.6176	0.6016	0.6095	0.9425
0.0019	283.0	2547	0.4099	0.5772	0.6228	0.5991	0.9402
0.0019	284.0	2556	0.4114	0.6113	0.6058	0.6086	0.9428
0.0019	285.0	2565	0.4152	0.6461	0.5942	0.6191	0.9440
0.0019	286.0	2574	0.4017	0.6182	0.6159	0.6170	0.9428
0.0019	287.0	2583	0.4020	0.6063	0.6169	0.6116	0.9420
0.0019	288.0	2592	0.4123	0.6019	0.6111	0.6065	0.9422
0.0019	289.0	2601	0.4187	0.6166	0.6042	0.6104	0.9428
0.0019	290.0	2610	0.4205	0.6218	0.5889	0.6049	0.9425
0.0019	291.0	2619	0.4187	0.6180	0.5889	0.6031	0.9424
0.0019	292.0	2628	0.4185	0.6123	0.5899	0.6009	0.9419
0.0019	293.0	2637	0.4183	0.6153	0.5942	0.6046	0.9425
0.0019	294.0	2646	0.4194	0.6300	0.5847	0.6065	0.9430
0.0019	295.0	2655	0.4195	0.6281	0.5915	0.6093	0.9432
0.0019	296.0	2664	0.4134	0.6171	0.6037	0.6103	0.9427
0.0019	297.0	2673	0.4127	0.6121	0.6153	0.6137	0.9424
0.0019	298.0	2682	0.4152	0.6119	0.6132	0.6126	0.9423
0.0019	299.0	2691	0.4242	0.6227	0.5974	0.6098	0.9429
0.0019	300.0	2700	0.4220	0.6189	0.6032	0.6109	0.9426
0.0019	301.0	2709	0.4231	0.6095	0.6095	0.6095	0.9421
0.0019	302.0	2718	0.4246	0.5891	0.6085	0.5986	0.9406
0.0019	303.0	2727	0.4277	0.6074	0.6058	0.6066	0.9411
0.0019	304.0	2736	0.4294	0.6035	0.5968	0.6002	0.9408
0.0019	305.0	2745	0.4304	0.6099	0.5947	0.6022	0.9413
0.0019	306.0	2754	0.4282	0.6198	0.5884	0.6037	0.9417
0.0019	307.0	2763	0.4207	0.5769	0.6153	0.5955	0.9390
0.0019	308.0	2772	0.4196	0.5999	0.6116	0.6057	0.9408
0.0019	309.0	2781	0.4265	0.6136	0.5889	0.6010	0.9419
0.0019	310.0	2790	0.4259	0.5965	0.6053	0.6008	0.9405
0.0019	311.0	2799	0.4249	0.5989	0.6074	0.6031	0.9404
0.0019	312.0	2808	0.4258	0.5967	0.6090	0.6028	0.9403
0.0019	313.0	2817	0.4235	0.6034	0.6085	0.6059	0.9403
0.0019	314.0	2826	0.4239	0.6146	0.6042	0.6094	0.9405
0.0019	315.0	2835	0.4267	0.6309	0.5878	0.6086	0.9417
0.0019	316.0	2844	0.4288	0.6251	0.5857	0.6048	0.9419
0.0019	317.0	2853	0.4264	0.5939	0.6106	0.6021	0.9398
0.0019	318.0	2862	0.4275	0.5965	0.6085	0.6024	0.9400
0.0019	319.0	2871	0.4277	0.6077	0.6048	0.6062	0.9409
0.0019	320.0	2880	0.4316	0.6030	0.6026	0.6028	0.9409
0.0019	321.0	2889	0.4323	0.5984	0.6016	0.6000	0.9406
0.0019	322.0	2898	0.4329	0.6118	0.5905	0.6010	0.9414
0.0019	323.0	2907	0.4324	0.6176	0.5931	0.6051	0.9420
0.0019	324.0	2916	0.4282	0.6104	0.5984	0.6043	0.9420
0.0019	325.0	2925	0.4257	0.6116	0.6016	0.6066	0.9425
0.0019	326.0	2934	0.4229	0.5869	0.6127	0.5995	0.9404
0.0019	327.0	2943	0.4228	0.5831	0.6127	0.5975	0.9398
0.0019	328.0	2952	0.4214	0.5815	0.6116	0.5962	0.9395
0.0019	329.0	2961	0.4230	0.6001	0.6042	0.6022	0.9412
0.0019	330.0	2970	0.4280	0.6165	0.5963	0.6062	0.9423
0.0019	331.0	2979	0.4237	0.6043	0.6011	0.6027	0.9412
0.0019	332.0	2988	0.4223	0.6027	0.6011	0.6019	0.9411
0.0019	333.0	2997	0.4266	0.6179	0.5921	0.6047	0.9424
0.0015	334.0	3006	0.4279	0.6184	0.5995	0.6088	0.9426
0.0015	335.0	3015	0.4330	0.6237	0.5910	0.6069	0.9426
0.0015	336.0	3024	0.4378	0.6318	0.5783	0.6039	0.9423
0.0015	337.0	3033	0.4342	0.6203	0.5878	0.6036	0.9419
0.0015	338.0	3042	0.4311	0.6161	0.5979	0.6069	0.9420
0.0015	339.0	3051	0.4281	0.6097	0.6016	0.6056	0.9421
0.0015	340.0	3060	0.4260	0.5995	0.6026	0.6011	0.9415
0.0015	341.0	3069	0.4289	0.5865	0.6079	0.5970	0.9406
0.0015	342.0	3078	0.4304	0.6010	0.6090	0.6050	0.9413
0.0015	343.0	3087	0.4316	0.6059	0.5995	0.6027	0.9411
0.0015	344.0	3096	0.4419	0.6331	0.5815	0.6062	0.9421
0.0015	345.0	3105	0.4352	0.6204	0.5942	0.6070	0.9420
0.0015	346.0	3114	0.4285	0.6044	0.6127	0.6085	0.9409
0.0015	347.0	3123	0.4262	0.6061	0.6122	0.6091	0.9410
0.0015	348.0	3132	0.4351	0.6345	0.5905	0.6117	0.9429
0.0015	349.0	3141	0.4282	0.6179	0.6032	0.6104	0.9421
0.0015	350.0	3150	0.4268	0.6148	0.6048	0.6098	0.9418
0.0015	351.0	3159	0.4269	0.6162	0.6032	0.6096	0.9421
0.0015	352.0	3168	0.4290	0.6200	0.5974	0.6085	0.9424
0.0015	353.0	3177	0.4240	0.6056	0.6085	0.6070	0.9415
0.0015	354.0	3186	0.4248	0.5821	0.6286	0.6044	0.9404
0.0015	355.0	3195	0.4262	0.5932	0.6265	0.6094	0.9412
0.0015	356.0	3204	0.4299	0.6146	0.6074	0.6110	0.9421
0.0015	357.0	3213	0.4335	0.6291	0.5931	0.6106	0.9426
0.0015	358.0	3222	0.4301	0.6296	0.5989	0.6139	0.9427
0.0015	359.0	3231	0.4273	0.6290	0.6037	0.6161	0.9426
0.0015	360.0	3240	0.4230	0.6261	0.6042	0.6150	0.9423
0.0015	361.0	3249	0.4231	0.6233	0.6058	0.6144	0.9424
0.0015	362.0	3258	0.4257	0.6271	0.6058	0.6163	0.9427
0.0015	363.0	3267	0.4223	0.6095	0.6169	0.6132	0.9414
0.0015	364.0	3276	0.4240	0.6082	0.6185	0.6133	0.9417
0.0015	365.0	3285	0.4284	0.6218	0.6116	0.6167	0.9426
0.0015	366.0	3294	0.4356	0.6337	0.5995	0.6161	0.9431
0.0015	367.0	3303	0.4469	0.6478	0.5926	0.6190	0.9433
0.0015	368.0	3312	0.4478	0.6459	0.5937	0.6187	0.9433
0.0015	369.0	3321	0.4398	0.6335	0.6	0.6163	0.9430
0.0015	370.0	3330	0.4342	0.6211	0.6053	0.6131	0.9424
0.0015	371.0	3339	0.4319	0.6181	0.6079	0.6130	0.9422
0.0015	372.0	3348	0.4319	0.625	0.6085	0.6166	0.9428
0.0015	373.0	3357	0.4316	0.6264	0.6032	0.6146	0.9430
0.0015	374.0	3366	0.4288	0.6166	0.6143	0.6154	0.9425
0.0015	375.0	3375	0.4305	0.6187	0.6069	0.6127	0.9425
0.0015	376.0	3384	0.4321	0.6200	0.6	0.6098	0.9427
0.0015	377.0	3393	0.4316	0.6228	0.6011	0.6117	0.9429
0.0015	378.0	3402	0.4337	0.6276	0.6011	0.6141	0.9431
0.0015	379.0	3411	0.4366	0.6424	0.5968	0.6188	0.9437
0.0015	380.0	3420	0.4387	0.6447	0.5942	0.6184	0.9438
0.0015	381.0	3429	0.4357	0.6226	0.6085	0.6155	0.9428
0.0015	382.0	3438	0.4294	0.5981	0.6228	0.6102	0.9410
0.0015	383.0	3447	0.4280	0.6103	0.6116	0.6110	0.9419
0.0015	384.0	3456	0.4309	0.6291	0.6048	0.6167	0.9433
0.0015	385.0	3465	0.4326	0.6311	0.6011	0.6157	0.9432
0.0015	386.0	3474	0.4337	0.6338	0.6026	0.6178	0.9433
0.0015	387.0	3483	0.4312	0.6239	0.6101	0.6169	0.9429
0.0015	388.0	3492	0.4305	0.6152	0.6116	0.6134	0.9422
0.0014	389.0	3501	0.4291	0.6154	0.6180	0.6167	0.9424
0.0014	390.0	3510	0.4313	0.6220	0.6138	0.6178	0.9429
0.0014	391.0	3519	0.4355	0.6297	0.6063	0.6178	0.9435
0.0014	392.0	3528	0.4368	0.6294	0.6085	0.6188	0.9433
0.0014	393.0	3537	0.4379	0.6327	0.6042	0.6181	0.9433
0.0014	394.0	3546	0.4368	0.6273	0.6037	0.6153	0.9431
0.0014	395.0	3555	0.4372	0.5974	0.6132	0.6052	0.9410
0.0014	396.0	3564	0.4378	0.6149	0.6074	0.6111	0.9421
0.0014	397.0	3573	0.4419	0.6302	0.6005	0.6150	0.9427
0.0014	398.0	3582	0.4438	0.6209	0.6074	0.6141	0.9425
0.0014	399.0	3591	0.4458	0.6230	0.6058	0.6143	0.9427
0.0014	400.0	3600	0.4436	0.6212	0.6116	0.6164	0.9429
0.0014	401.0	3609	0.4423	0.6125	0.6138	0.6131	0.9423
0.0014	402.0	3618	0.4404	0.6146	0.6101	0.6123	0.9422
0.0014	403.0	3627	0.4400	0.6231	0.6	0.6113	0.9425
0.0014	404.0	3636	0.4396	0.6199	0.6005	0.6101	0.9426
0.0014	405.0	3645	0.4403	0.6194	0.6037	0.6115	0.9429
0.0014	406.0	3654	0.4429	0.6238	0.6037	0.6136	0.9428
0.0014	407.0	3663	0.4406	0.6096	0.6122	0.6109	0.9422
0.0014	408.0	3672	0.4403	0.6132	0.6132	0.6132	0.9426
0.0014	409.0	3681	0.4397	0.6186	0.6101	0.6143	0.9426
0.0014	410.0	3690	0.4390	0.6188	0.6090	0.6139	0.9424
0.0014	411.0	3699	0.4393	0.6169	0.6074	0.6121	0.9421
0.0014	412.0	3708	0.4413	0.6183	0.6085	0.6133	0.9424
0.0014	413.0	3717	0.4409	0.6150	0.6111	0.6131	0.9424
0.0014	414.0	3726	0.4401	0.6120	0.6116	0.6118	0.9422
0.0014	415.0	3735	0.4404	0.6151	0.6106	0.6129	0.9424
0.0014	416.0	3744	0.4405	0.6185	0.6074	0.6129	0.9423
0.0014	417.0	3753	0.4393	0.6234	0.6106	0.6169	0.9426
0.0014	418.0	3762	0.4385	0.6213	0.6111	0.6162	0.9425
0.0014	419.0	3771	0.4386	0.6258	0.6069	0.6162	0.9429
0.0014	420.0	3780	0.4386	0.6251	0.6026	0.6137	0.9429
0.0014	421.0	3789	0.4399	0.6280	0.6037	0.6156	0.9431
0.0014	422.0	3798	0.4405	0.6181	0.6011	0.6094	0.9427
0.0014	423.0	3807	0.4416	0.6239	0.6048	0.6142	0.9428
0.0014	424.0	3816	0.4419	0.6259	0.6063	0.6160	0.9429
0.0014	425.0	3825	0.4437	0.6284	0.6048	0.6163	0.9430
0.0014	426.0	3834	0.4429	0.6264	0.6032	0.6146	0.9427
0.0014	427.0	3843	0.4465	0.6414	0.5952	0.6175	0.9432
0.0014	428.0	3852	0.4521	0.6366	0.5868	0.6107	0.9427
0.0014	429.0	3861	0.4503	0.6308	0.5931	0.6114	0.9428
0.0014	430.0	3870	0.4474	0.6267	0.5979	0.6120	0.9427
0.0014	431.0	3879	0.4424	0.6103	0.6048	0.6075	0.9421
0.0014	432.0	3888	0.4418	0.6147	0.6069	0.6108	0.9426
0.0014	433.0	3897	0.4411	0.6157	0.6069	0.6112	0.9427
0.0014	434.0	3906	0.4380	0.6089	0.6122	0.6106	0.9422
0.0014	435.0	3915	0.4383	0.6078	0.6101	0.6089	0.9417
0.0014	436.0	3924	0.4392	0.6155	0.6074	0.6115	0.9420
0.0014	437.0	3933	0.4399	0.6162	0.6074	0.6118	0.9421
0.0014	438.0	3942	0.4396	0.6172	0.6090	0.6130	0.9419
0.0014	439.0	3951	0.4399	0.6147	0.6053	0.6100	0.9418
0.0014	440.0	3960	0.4397	0.6157	0.6069	0.6112	0.9422
0.0014	441.0	3969	0.4396	0.6180	0.6053	0.6116	0.9423
0.0014	442.0	3978	0.4388	0.6141	0.6063	0.6102	0.9421
0.0014	443.0	3987	0.4389	0.6101	0.6085	0.6093	0.9422
0.0014	444.0	3996	0.4404	0.6111	0.6069	0.6090	0.9421
0.0013	445.0	4005	0.4443	0.6295	0.6042	0.6166	0.9431
0.0013	446.0	4014	0.4459	0.6330	0.6005	0.6163	0.9432
0.0013	447.0	4023	0.4442	0.6213	0.6042	0.6127	0.9426
0.0013	448.0	4032	0.4432	0.6043	0.6101	0.6072	0.9417
0.0013	449.0	4041	0.4436	0.6023	0.6106	0.6064	0.9414
0.0013	450.0	4050	0.4436	0.6018	0.6116	0.6067	0.9414
0.0013	451.0	4059	0.4429	0.6007	0.6122	0.6064	0.9414
0.0013	452.0	4068	0.4427	0.6069	0.6111	0.6090	0.9418
0.0013	453.0	4077	0.4441	0.6139	0.6058	0.6099	0.9419
0.0013	454.0	4086	0.4439	0.6170	0.6053	0.6111	0.9422
0.0013	455.0	4095	0.4445	0.6146	0.6042	0.6094	0.9421
0.0013	456.0	4104	0.4449	0.6138	0.6079	0.6108	0.9420
0.0013	457.0	4113	0.4444	0.6145	0.6090	0.6117	0.9421
0.0013	458.0	4122	0.4450	0.6189	0.6085	0.6137	0.9425
0.0013	459.0	4131	0.4460	0.6224	0.6053	0.6137	0.9427
0.0013	460.0	4140	0.4448	0.6191	0.6063	0.6127	0.9427
0.0013	461.0	4149	0.4445	0.6160	0.6085	0.6122	0.9425
0.0013	462.0	4158	0.4442	0.6137	0.6095	0.6116	0.9421
0.0013	463.0	4167	0.4443	0.6149	0.6116	0.6133	0.9423
0.0013	464.0	4176	0.4433	0.6135	0.6106	0.6120	0.9418
0.0013	465.0	4185	0.4431	0.6138	0.6106	0.6122	0.9418
0.0013	466.0	4194	0.4432	0.6130	0.6101	0.6115	0.9414
0.0013	467.0	4203	0.4434	0.6135	0.6090	0.6113	0.9414
0.0013	468.0	4212	0.4436	0.6195	0.6090	0.6142	0.9421
0.0013	469.0	4221	0.4439	0.6204	0.6095	0.6149	0.9423
0.0013	470.0	4230	0.4441	0.6226	0.6101	0.6162	0.9424
0.0013	471.0	4239	0.4437	0.6167	0.6111	0.6139	0.9421
0.0013	472.0	4248	0.4445	0.6202	0.6090	0.6145	0.9424
0.0013	473.0	4257	0.4446	0.6220	0.6095	0.6157	0.9424
0.0013	474.0	4266	0.4425	0.6087	0.6116	0.6102	0.9413
0.0013	475.0	4275	0.4425	0.6052	0.6116	0.6084	0.9411
0.0013	476.0	4284	0.4420	0.5977	0.6148	0.6062	0.9408
0.0013	477.0	4293	0.4417	0.5953	0.6148	0.6049	0.9407
0.0013	478.0	4302	0.4418	0.5990	0.6148	0.6068	0.9410
0.0013	479.0	4311	0.4423	0.6035	0.6153	0.6094	0.9411
0.0013	480.0	4320	0.4432	0.6099	0.6106	0.6103	0.9415
0.0013	481.0	4329	0.4446	0.6153	0.6085	0.6119	0.9420
0.0013	482.0	4338	0.4455	0.6175	0.6074	0.6124	0.9421
0.0013	483.0	4347	0.4456	0.6184	0.6079	0.6131	0.9421
0.0013	484.0	4356	0.4464	0.6202	0.6074	0.6137	0.9423
0.0013	485.0	4365	0.4466	0.6203	0.6069	0.6135	0.9423
0.0013	486.0	4374	0.4466	0.6193	0.6069	0.6130	0.9423
0.0013	487.0	4383	0.4466	0.6239	0.6074	0.6155	0.9425
0.0013	488.0	4392	0.4463	0.6231	0.6079	0.6154	0.9424
0.0013	489.0	4401	0.4464	0.6238	0.6079	0.6158	0.9425
0.0013	490.0	4410	0.4467	0.6265	0.6079	0.6171	0.9427
0.0013	491.0	4419	0.4468	0.6247	0.6069	0.6157	0.9426
0.0013	492.0	4428	0.4466	0.6236	0.6074	0.6154	0.9425
0.0013	493.0	4437	0.4463	0.6208	0.6063	0.6135	0.9424
0.0013	494.0	4446	0.4462	0.6227	0.6069	0.6147	0.9425
0.0013	495.0	4455	0.4461	0.6232	0.6063	0.6146	0.9425
0.0013	496.0	4464	0.4460	0.6228	0.6063	0.6145	0.9425
0.0013	497.0	4473	0.4459	0.6227	0.6069	0.6147	0.9425
0.0013	498.0	4482	0.4459	0.6232	0.6074	0.6152	0.9426
0.0013	499.0	4491	0.4459	0.6230	0.6069	0.6148	0.9426
0.0012	500.0	4500	0.4459	0.6234	0.6069	0.6150	0.9426

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Task: Token Classification
Library: transformers
Type: distilbert
License: apache-2.0
Created: Mar 1, 2023
Updated: Mar 1, 2023