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flair-uk-ner

Token Classification
Flair
PyTorch
Ukrainian
sequence-tagger-model
Eval Results
Model card Files Community
flair-uk-ner
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EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	TEST_LOSS	TEST_PRECISION	TEST_RECALL	TEST_F1	TEST_ACCURACY
1	15:37:00	0	0.1000	0.20078254147509914	0.12195425480604172	0.6446	0.6446	0.6446	0.5332
2	15:38:50	0	0.1000	0.09236009625739038	0.06683151423931122	0.7921	0.7562	0.7737	0.68
3	15:40:28	0	0.1000	0.06742128144745711	0.059379346668720245	0.7571	0.743	0.75	0.6403
4	15:41:53	0	0.1000	0.0577216559466287	0.049502115696668625	0.7803	0.8027	0.7914	0.7169
5	15:43:18	0	0.1000	0.05008884124418456	0.041369177401065826	0.8421	0.8163	0.829	0.7567
6	15:44:45	0	0.1000	0.04539965926589658	0.041055891662836075	0.8223	0.8124	0.8173	0.7504
7	15:46:09	0	0.1000	0.04331641165152501	0.04179549589753151	0.8311	0.8318	0.8315	0.7615
8	15:47:35	0	0.1000	0.04096054851637457	0.03513012081384659	0.8015	0.8295	0.8152	0.7405
9	15:49:01	0	0.1000	0.0380848670383244	0.03051774762570858	0.8305	0.845	0.8377	0.77
10	15:50:26	0	0.1000	0.03631190873603035	0.03244197368621826	0.8355	0.8388	0.8371	0.7707
11	15:51:51	0	0.1000	0.03492271709651814	0.03070417419075966	0.8448	0.8314	0.8381	0.773
12	15:53:16	0	0.1000	0.03444020957227994	0.030996335670351982	0.8545	0.8306	0.8424	0.7779
13	15:54:42	0	0.1000	0.03399884407364855	0.029288053512573242	0.825	0.8349	0.8299	0.7636
14	15:56:07	0	0.1000	0.031980044096622876	0.03270775079727173	0.8249	0.8306	0.8277	0.7599
15	15:57:33	0	0.1000	0.03176483208319815	0.03125728294253349	0.8524	0.8504	0.8514	0.7878
16	15:58:58	0	0.1000	0.03076081900850542	0.030985970050096512	0.8271	0.8419	0.8344	0.7686
17	16:00:23	1	0.1000	0.03097808427816136	0.02839544788002968	0.828	0.8302	0.8291	0.7636
18	16:01:49	0	0.1000	0.02972676994809024	0.030549418181180954	0.8379	0.8372	0.8375	0.7714
19	16:03:14	0	0.1000	0.029643879917134946	0.03505885228514671	0.8374	0.8426	0.84	0.772
20	16:04:40	0	0.1000	0.028564174743443558	0.02962632104754448	0.8333	0.8469	0.8401	0.7792
21	16:06:06	0	0.1000	0.027770615049381997	0.032616037875413895	0.8485	0.836	0.8422	0.7793
22	16:07:32	0	0.1000	0.027359007154916622	0.03170188143849373	0.8351	0.8364	0.8358	0.7724
23	16:08:57	0	0.1000	0.02734243653121988	0.03235173597931862	0.8393	0.8384	0.8389	0.7742
24	16:10:22	0	0.1000	0.02694851278667702	0.0330146886408329	0.8416	0.8403	0.841	0.7785
25	16:11:48	0	0.1000	0.02637933785522594	0.0296016838401556	0.8361	0.8461	0.8411	0.7749
26	16:13:13	1	0.1000	0.026390983740007055	0.028864704072475433	0.8307	0.8442	0.8374	0.7743
27	16:14:39	0	0.1000	0.02621152914539852	0.029708683490753174	0.8519	0.8473	0.8496	0.7915
28	16:16:04	0	0.1000	0.0247058801960948	0.03210555389523506	0.8529	0.843	0.848	0.7872
29	16:17:30	1	0.1000	0.025702819918422454	0.028371913358569145	0.8446	0.8492	0.8469	0.7867
30	16:18:55	2	0.1000	0.02475519833415492	0.028511736541986465	0.8271	0.8267	0.8269	0.7637
31	16:20:21	0	0.1000	0.024028284107517468	0.030574096366763115	0.8432	0.8461	0.8447	0.7824
32	16:21:47	1	0.1000	0.02478482674467043	0.02866635099053383	0.8397	0.8465	0.8431	0.7814
33	16:23:16	2	0.1000	0.024992979247906916	0.028993723914027214	0.8469	0.845	0.8459	0.7847
34	16:24:43	0	0.1000	0.02349080468498995	0.028596550226211548	0.8405	0.8453	0.8429	0.7814
35	16:26:10	1	0.1000	0.024173943796381752	0.033472731709480286	0.8438	0.8477	0.8457	0.7839
36	16:27:37	2	0.1000	0.02395659701168442	0.030064314603805542	0.8568	0.8531	0.8549	0.7946
37	16:29:03	0	0.1000	0.02293328794247718	0.03057018481194973	0.847	0.8411	0.844	0.7814
38	16:30:30	1	0.1000	0.023162449794117	0.03000396490097046	0.847	0.8434	0.8452	0.7847
39	16:31:56	2	0.1000	0.023285869718858866	0.031386326998472214	0.856	0.85	0.853	0.7926
40	16:33:22	0	0.1000	0.022899915992136363	0.029127517715096474	0.8561	0.8554	0.8558	0.7988
41	16:34:48	0	0.1000	0.02232780959523457	0.031170489266514778	0.8477	0.8415	0.8446	0.7835
42	16:36:14	0	0.1000	0.022051316726920945	0.0294171292334795	0.847	0.8539	0.8504	0.7896
43	16:37:40	1	0.1000	0.023289290274557915	0.030061138793826103	0.8422	0.8399	0.8411	0.784
44	16:39:06	2	0.1000	0.02274062944918324	0.032110828906297684	0.834	0.8512	0.8425	0.7804
45	16:40:32	3	0.1000	0.022413754133212484	0.029743408784270287	0.851	0.8547	0.8528	0.7957
46	16:41:58	4	0.1000	0.02223411036218714	0.031050119549036026	0.8587	0.8477	0.8531	0.7947
47	16:43:24	0	0.0500	0.020475547923806358	0.030249422416090965	0.8485	0.8512	0.8498	0.7902
48	16:44:53	1	0.0500	0.02052498910343839	0.02784981019794941	0.8535	0.8512	0.8523	0.7939
49	16:46:43	0	0.0500	0.01925118277402244	0.02871915139257908	0.8534	0.8597	0.8565	0.7973
50	16:48:33	0	0.0500	0.019192784167955487	0.030805133283138275	0.8491	0.8461	0.8476	0.7878
51	16:50:24	1	0.0500	0.0195777843224957	0.031178493052721024	0.845	0.8535	0.8492	0.7892
52	16:52:15	0	0.0500	0.018673099632765203	0.030038980767130852	0.8605	0.8585	0.8595	0.802
53	16:54:05	0	0.0500	0.018512837985354705	0.030869534239172935	0.8555	0.8558	0.8556	0.7965
54	16:55:55	0	0.0500	0.0176695848764387	0.03118710406124592	0.8568	0.8581	0.8575	0.7996
55	16:57:45	1	0.0500	0.01785423643944071	0.030333157628774643	0.8596	0.8616	0.8606	0.8034
56	16:59:36	2	0.0500	0.01827278387856171	0.03127044439315796	0.8623	0.8566	0.8594	0.8031
57	17:01:27	3	0.0500	0.01767711194460019	0.031970299780368805	0.8606	0.857	0.8588	0.8014
58	17:03:17	4	0.0500	0.018346144339772705	0.02933284267783165	0.8557	0.857	0.8563	0.7982
59	17:05:07	0	0.0250	0.017149777299676507	0.03182924538850784	0.8587	0.8574	0.858	0.8003
60	17:06:58	1	0.0250	0.0172970365289756	0.031502872705459595	0.863	0.857	0.86	0.8022
61	17:08:48	0	0.0250	0.016573687431884185	0.031147386878728867	0.8568	0.8578	0.8573	0.7995
62	17:10:38	1	0.0250	0.016744536806557388	0.032001152634620667	0.86	0.8574	0.8587	0.7997
63	17:12:29	0	0.0250	0.01614652708272961	0.03202659264206886	0.856	0.8593	0.8576	0.7978
64	17:14:20	1	0.0250	0.01693836727082375	0.03130580484867096	0.8579	0.8589	0.8584	0.8
65	17:16:10	2	0.0250	0.01747802760521334	0.030667604878544807	0.8571	0.8581	0.8576	0.8013
66	17:18:00	3	0.0250	0.016582887865423626	0.03189327195286751	0.857	0.8547	0.8558	0.7983
67	17:19:50	0	0.0250	0.015996090304835987	0.03241714462637901	0.8573	0.8566	0.8569	0.7999
68	17:21:40	1	0.0250	0.016028013440667583	0.032622434198856354	0.8577	0.8574	0.8575	0.8006
69	17:23:30	2	0.0250	0.016009043506318626	0.03283306211233139	0.8557	0.857	0.8563	0.7991
70	17:25:21	0	0.0250	0.015750182495259453	0.03144649788737297	0.8565	0.8535	0.855	0.7984
71	17:27:11	1	0.0250	0.016120260783166494	0.032507773488759995	0.8592	0.8585	0.8589	0.8022
72	17:29:01	2	0.0250	0.016564702321095585	0.0317557118833065	0.8527	0.8523	0.8525	0.7959
73	17:30:51	0	0.0250	0.015063367516906897	0.03126273304224014	0.8614	0.8554	0.8584	0.802
74	17:32:42	1	0.0250	0.015778811193003207	0.031216170638799667	0.8577	0.855	0.8564	0.8013
75	17:34:33	2	0.0250	0.01604355974327819	0.03171336650848389	0.8625	0.8628	0.8626	0.8062
76	17:36:29	3	0.0250	0.015336892007298236	0.032589372247457504	0.8553	0.857	0.8561	0.7979
77	17:38:19	4	0.0250	0.015194535984639688	0.031240783631801605	0.8594	0.8578	0.8586	0.8024
78	17:40:09	1	0.0125	0.015741655714326213	0.031696297228336334	0.8589	0.8566	0.8578	0.801
79	17:41:58	0	0.0125	0.014732927071390099	0.03271425515413284	0.8539	0.8543	0.8541	0.7977
80	17:43:48	0	0.0125	0.013768505698498145	0.033087365329265594	0.861	0.8593	0.8601	0.8041
81	17:45:38	1	0.0125	0.014139949747853367	0.034334879368543625	0.855	0.8523	0.8536	0.7973
82	17:47:28	2	0.0125	0.014580912285336752	0.03356759995222092	0.8617	0.8597	0.8607	0.8039
83	17:49:18	3	0.0125	0.014424938636707258	0.03331308811903	0.8588	0.8558	0.8573	0.8006
84	17:51:08	4	0.0125	0.01439649142528207	0.0335269495844841	0.8607	0.8601	0.8604	0.8043
85	17:52:58	1	0.0063	0.01422274442159043	0.033432383090257645	0.8606	0.8566	0.8586	0.8025
86	17:54:48	2	0.0063	0.0144694058607949	0.03346378728747368	0.8602	0.8589	0.8596	0.8032
87	17:56:37	3	0.0063	0.014563544967461902	0.03315354138612747	0.8572	0.8539	0.8555	0.7991
88	17:58:27	4	0.0063	0.014436486088230848	0.032923195511102676	0.8586	0.857	0.8578	0.8014
89	18:00:17	1	0.0031	0.014438463981499273	0.033024467527866364	0.8607	0.8597	0.8602	0.8042
90	18:02:07	2	0.0031	0.013991933812887039	0.03315744176506996	0.8618	0.8605	0.8611	0.8038
91	18:03:57	3	0.0031	0.014396334547277888	0.03293454274535179	0.8597	0.8574	0.8585	0.8017
92	18:05:47	4	0.0031	0.014070757319890763	0.03319080173969269	0.8609	0.8585	0.8597	0.8022
93	18:07:37	1	0.0016	0.014333512596700832	0.03328932076692581	0.8616	0.8593	0.8605	0.8036
94	18:09:27	2	0.0016	0.014870847445381355	0.033291514962911606	0.8612	0.8585	0.8599	0.8028
95	18:11:17	3	0.0016	0.014576202869171963	0.03295719251036644	0.862	0.8593	0.8606	0.8036
96	18:13:09	4	0.0016	0.013927340063674505	0.03304421156644821	0.862	0.8593	0.8606	0.803
97	18:14:58	1	0.0008	0.014061766057023568	0.03304709866642952	0.8624	0.8597	0.861	0.8033
98	18:16:48	2	0.0008	0.013879067778975601	0.03312483802437782	0.8616	0.8589	0.8602	0.8026
99	18:18:38	0	0.0008	0.013548965697781551	0.03310050442814827	0.862	0.8593	0.8606	0.803
100	18:20:28	1	0.0008	0.014173918449817937	0.033117882907390594	0.862	0.8593	0.8606	0.803
101	18:22:17	2	0.0008	0.014773816861774508	0.033024001866579056	0.862	0.8593	0.8606	0.803
102	18:24:05	3	0.0008	0.014100994786187215	0.03306020051240921	0.8624	0.8601	0.8612	0.8037
103	18:25:53	4	0.0008	0.014252022163625998	0.03303169831633568	0.862	0.8593	0.8606	0.8033
104	18:27:41	1	0.0004	0.013968608206892533	0.03300449624657631	0.8612	0.8585	0.8599	0.8022
105	18:29:33	2	0.0004	0.01483606666904219	0.03300108388066292	0.8616	0.8589	0.8602	0.8026
106	18:31:23	3	0.0004	0.014677616808778042	0.03301873430609703	0.8609	0.8585	0.8597	0.8025
107	18:33:13	4	0.0004	0.014145711169457972	0.03307473659515381	0.8612	0.8585	0.8599	0.8022
108	18:35:00	1	0.0002	0.013818888146155275	0.03307962417602539	0.8609	0.8585	0.8597	0.8022
109	18:36:48	2	0.0002	0.014183389574815575	0.03311078995466232	0.8608	0.8581	0.8595	0.8019
110	18:38:36	3	0.0002	0.01416491488279355	0.03310991823673248	0.8608	0.8581	0.8595	0.8019
111	18:40:25	0	0.0002	0.01318691894848082	0.033106669783592224	0.8612	0.8585	0.8599	0.8022
112	18:42:13	1	0.0002	0.013611153984263278	0.0330953449010849	0.8612	0.8585	0.8599	0.8022
113	18:44:02	2	0.0002	0.013340314876178837	0.03308477625250816	0.8613	0.8593	0.8603	0.8036
114	18:45:49	3	0.0002	0.014409942945130939	0.03305461257696152	0.8616	0.8593	0.8605	0.8033
115	18:47:37	4	0.0002	0.013662197780369416	0.03304998576641083	0.8616	0.8593	0.8605	0.8033