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flair-uk-ner

Token Classification
Flair
PyTorch
Ukrainian
sequence-tagger-model
Eval Results
Model card Files Community
1
flair-uk-ner
File size: 13,221 Bytes 
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EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	TEST_LOSS	TEST_PRECISION	TEST_RECALL	TEST_F1	TEST_ACCURACY
1	13:03:03	0	0.1000	0.20889944094093138	0.13904191553592682	0.5203	0.586	0.5512	0.4231
2	13:05:35	0	0.1000	0.09916004563562686	0.08393135666847229	0.7602	0.719	0.739	0.6314
3	13:08:06	0	0.1000	0.07184391846852026	0.06586140394210815	0.8018	0.7744	0.7879	0.7035
4	13:10:38	0	0.1000	0.06076159177109779	0.061087507754564285	0.8334	0.7659	0.7982	0.7098
5	13:13:10	0	0.1000	0.053495196407816074	0.045144665986299515	0.8118	0.8078	0.8098	0.7416
6	13:15:42	0	0.1000	0.04913160857513135	0.03993703052401543	0.8273	0.8058	0.8164	0.7457
7	13:18:13	0	0.1000	0.0459354422527514	0.0414385087788105	0.8295	0.7957	0.8123	0.739
8	13:20:45	0	0.1000	0.044192812159913095	0.0352301225066185	0.8366	0.8236	0.8301	0.7614
9	13:23:16	0	0.1000	0.04092736881848986	0.035973258316516876	0.8312	0.836	0.8336	0.7654
10	13:25:48	0	0.1000	0.03884542083072157	0.03315580636262894	0.8274	0.8341	0.8307	0.7645
11	13:28:19	0	0.1000	0.03768060164966265	0.03283185511827469	0.8181	0.8244	0.8212	0.7537
12	13:30:51	0	0.1000	0.037159615949849435	0.037361979484558105	0.8369	0.8132	0.8248	0.7541
13	13:33:23	0	0.1000	0.036553805390362674	0.03093760274350643	0.8281	0.8271	0.8276	0.76
14	13:35:55	0	0.1000	0.03409024704336024	0.032740455120801926	0.8389	0.8376	0.8382	0.7712
15	13:38:25	0	0.1000	0.03254335763519217	0.03659946471452713	0.8505	0.8291	0.8396	0.7722
16	13:40:56	0	0.1000	0.03239944667466863	0.03419892117381096	0.8437	0.8391	0.8414	0.7757
17	13:43:27	0	0.1000	0.032385941324132056	0.032121315598487854	0.809	0.8194	0.8142	0.7478
18	13:45:59	0	0.1000	0.030921032977306803	0.03097383677959442	0.8358	0.8364	0.8361	0.7735
19	13:48:31	0	0.1000	0.03035249478599035	0.031058575958013535	0.84	0.8322	0.8361	0.7712
20	13:51:01	1	0.1000	0.03043545248981019	0.035328544676303864	0.84	0.8384	0.8392	0.7717
21	13:53:32	2	0.1000	0.030832396904943396	0.029285110533237457	0.8393	0.8399	0.8396	0.7767
22	13:56:02	0	0.1000	0.029349536792776732	0.031731970608234406	0.8509	0.8407	0.8458	0.7847
23	13:58:33	0	0.1000	0.029158502448231982	0.029490221291780472	0.8439	0.8488	0.8464	0.7872
24	14:01:03	0	0.1000	0.028096915146004084	0.03052011877298355	0.8413	0.8442	0.8427	0.7801
25	14:03:34	1	0.1000	0.02838446945163226	0.029107416048645973	0.836	0.8419	0.8389	0.7765
26	14:06:05	0	0.1000	0.0280326536090357	0.028921490535140038	0.8474	0.8523	0.8499	0.793
27	14:08:36	0	0.1000	0.027934198819234014	0.02727373316884041	0.8557	0.8434	0.8495	0.789
28	14:11:07	0	0.1000	0.026652945398678317	0.029852760955691338	0.8325	0.8419	0.8372	0.7754
29	14:13:39	0	0.1000	0.026465350066068403	0.02927403524518013	0.8316	0.8574	0.8443	0.78
30	14:16:11	0	0.1000	0.025688056467813112	0.030005231499671936	0.8535	0.8512	0.8523	0.7905
31	14:18:41	1	0.1000	0.02598388531915212	0.029843807220458984	0.8269	0.8275	0.8272	0.7636
32	14:21:12	0	0.1000	0.025554534830017576	0.032904475927352905	0.8472	0.836	0.8416	0.7795
33	14:23:44	1	0.1000	0.026050739957248468	0.028233280405402184	0.8344	0.8438	0.8391	0.7761
34	14:26:15	0	0.1000	0.025095908136867115	0.03128255903720856	0.8298	0.8426	0.8362	0.772
35	14:28:47	1	0.1000	0.02558473230780316	0.02886551432311535	0.8388	0.8391	0.839	0.7777
36	14:31:18	2	0.1000	0.02542558418661843	0.02905181795358658	0.85	0.8349	0.8424	0.7821
37	14:33:49	0	0.1000	0.024828285027868425	0.03083939664065838	0.8348	0.8461	0.8404	0.7774
38	14:36:20	0	0.1000	0.024704474446135747	0.029346710070967674	0.853	0.8434	0.8482	0.7873
39	14:38:50	1	0.1000	0.02516302270028412	0.030634140595793724	0.8465	0.8488	0.8477	0.7844
40	14:41:21	0	0.1000	0.02394499726749277	0.02772146463394165	0.8354	0.838	0.8367	0.7721
41	14:43:52	0	0.1000	0.023944145204607307	0.03169442340731621	0.8591	0.8438	0.8514	0.7896
42	14:46:22	0	0.1000	0.023474187920703743	0.03278948739171028	0.8559	0.8473	0.8516	0.7912
43	14:48:55	0	0.1000	0.023467909724497124	0.032541219145059586	0.8561	0.8438	0.8499	0.7882
44	14:51:26	1	0.1000	0.023779718599987714	0.02845124527812004	0.8423	0.8508	0.8465	0.7882
45	14:53:58	2	0.1000	0.02375162820912106	0.029735716059803963	0.8485	0.8531	0.8508	0.7912
46	14:56:29	3	0.1000	0.024289427539735536	0.028860261663794518	0.8447	0.8519	0.8483	0.7898
47	14:59:02	0	0.1000	0.022840880645934786	0.02934456616640091	0.8455	0.8547	0.85	0.7912
48	15:01:34	1	0.1000	0.023327716157464862	0.027938606217503548	0.8445	0.8442	0.8443	0.7832
49	15:04:05	0	0.1000	0.022385669894424424	0.02850373275578022	0.8495	0.8442	0.8468	0.7877
50	15:06:35	1	0.1000	0.022564941464694746	0.028627894818782806	0.8503	0.8407	0.8454	0.7864
51	15:09:07	2	0.1000	0.022798406695312058	0.030040256679058075	0.8562	0.8562	0.8562	0.7986
52	15:11:39	3	0.1000	0.02403032967365044	0.02899007685482502	0.8499	0.8492	0.8496	0.7915
53	15:14:10	0	0.1000	0.02189040911125793	0.031025480479002	0.8479	0.8516	0.8497	0.7911
54	15:16:42	1	0.1000	0.022150632807725987	0.030233900994062424	0.8411	0.8496	0.8454	0.7865
55	15:19:15	2	0.1000	0.022446357073728874	0.02768951654434204	0.8597	0.8523	0.856	0.8005
56	15:21:45	3	0.1000	0.022791288740377166	0.0304726455360651	0.8578	0.8531	0.8554	0.7978
57	15:24:16	0	0.1000	0.021755500179739127	0.029483051970601082	0.8517	0.8504	0.851	0.7926
58	15:26:48	1	0.1000	0.02268521767727436	0.03021113947033882	0.8591	0.8508	0.8549	0.7959
59	15:29:20	0	0.1000	0.021717769481713462	0.03019784763455391	0.8502	0.8535	0.8518	0.7958
60	15:31:51	0	0.1000	0.02158242067657509	0.030309708788990974	0.8446	0.8446	0.8446	0.7832
61	15:34:21	0	0.1000	0.0215165626752112	0.028495075181126595	0.8466	0.8516	0.8491	0.792
62	15:36:52	0	0.1000	0.021137849944995495	0.03227972984313965	0.8491	0.8419	0.8455	0.7864
63	15:39:24	1	0.1000	0.021383936164851295	0.029485132545232773	0.8419	0.8465	0.8442	0.7834
64	15:41:56	0	0.1000	0.020872310852621003	0.030096804723143578	0.8443	0.845	0.8446	0.7836
65	15:44:28	1	0.1000	0.021420008877695497	0.02994183637201786	0.8515	0.8554	0.8534	0.793
66	15:46:59	0	0.1000	0.020488347323324115	0.02977355383336544	0.8472	0.8512	0.8492	0.7914
67	15:49:32	0	0.1000	0.020270948245958723	0.030972706153988838	0.8508	0.8578	0.8543	0.7972
68	15:52:04	1	0.1000	0.02075723314645451	0.030792292207479477	0.8548	0.8508	0.8528	0.7944
69	15:54:33	0	0.1000	0.01987300719409306	0.031563375145196915	0.853	0.8481	0.8505	0.7919
70	15:57:07	1	0.1000	0.021170077608717565	0.03166978433728218	0.8516	0.8562	0.8539	0.7946
71	15:59:37	2	0.1000	0.020384174176467994	0.03054458275437355	0.8577	0.8504	0.854	0.7958
72	16:02:09	3	0.1000	0.0201116617030056	0.029515517875552177	0.8579	0.8585	0.8582	0.7999
73	16:04:41	4	0.1000	0.021190074940191952	0.0294826440513134	0.8528	0.8469	0.8499	0.7914
74	16:07:11	0	0.0500	0.019366589616393783	0.030243773013353348	0.8519	0.8496	0.8508	0.7928
75	16:09:43	0	0.0500	0.01878579648451527	0.02911132387816906	0.8539	0.8516	0.8527	0.7963
76	16:12:16	0	0.0500	0.01800503926601076	0.02934643253684044	0.859	0.855	0.857	0.799
77	16:14:47	1	0.0500	0.0185788282564084	0.028807329013943672	0.8605	0.8558	0.8581	0.8006
78	16:17:19	0	0.0500	0.017148912932633854	0.03133295476436615	0.858	0.8477	0.8528	0.7956
79	16:19:50	1	0.0500	0.018385360764779164	0.03068099543452263	0.8548	0.8465	0.8506	0.7942
80	16:22:21	2	0.0500	0.01797179343328115	0.03157917782664299	0.8583	0.8519	0.8551	0.799
81	16:24:52	3	0.0500	0.01794537333175315	0.029629342257976532	0.8595	0.8535	0.8565	0.8004
82	16:27:23	4	0.0500	0.01755924119475138	0.02843180112540722	0.856	0.8527	0.8544	0.7971
83	16:29:54	1	0.0250	0.017333976684901754	0.029316166415810585	0.8569	0.8496	0.8533	0.7971
84	16:32:27	0	0.0250	0.016435127241719007	0.029401035979390144	0.8551	0.8461	0.8506	0.7924
85	16:34:57	1	0.0250	0.016740381077466185	0.030953796580433846	0.8614	0.85	0.8556	0.8009
86	16:37:27	2	0.0250	0.016964925794120147	0.030635029077529907	0.857	0.8504	0.8537	0.7969
87	16:40:00	0	0.0250	0.01589243700862118	0.03055056370794773	0.857	0.85	0.8535	0.7966
88	16:42:30	1	0.0250	0.01657057140407561	0.029628725722432137	0.8616	0.8539	0.8577	0.8023
89	16:45:01	2	0.0250	0.01641062351267348	0.030412347987294197	0.8575	0.8539	0.8557	0.7988
90	16:47:31	3	0.0250	0.016013030053248455	0.029919512569904327	0.8528	0.8469	0.8499	0.792
91	16:50:04	0	0.0250	0.015828932177320034	0.029802754521369934	0.8597	0.8527	0.8562	0.7994
92	16:52:36	0	0.0250	0.01576168073015428	0.031193019822239876	0.8549	0.8492	0.852	0.795
93	16:55:08	0	0.0250	0.015513385914082727	0.03080672211945057	0.8592	0.8512	0.8551	0.7988
94	16:57:39	1	0.0250	0.01637368643278662	0.030662264674901962	0.8574	0.8531	0.8553	0.7975
95	17:00:09	2	0.0250	0.015778989603282473	0.030545346438884735	0.8602	0.8488	0.8545	0.7969
96	17:02:41	3	0.0250	0.016148354250072446	0.031394150108098984	0.8626	0.8543	0.8584	0.8017
97	17:05:14	4	0.0250	0.016138633965891696	0.031141091138124466	0.8564	0.8531	0.8548	0.7963
98	17:07:45	0	0.0125	0.014972768931471554	0.0315224826335907	0.8519	0.8516	0.8517	0.7946
99	17:10:16	0	0.0125	0.014937000746517826	0.032214682549238205	0.8548	0.8508	0.8528	0.797
100	17:12:48	1	0.0125	0.015315762693362291	0.03205437958240509	0.8572	0.8516	0.8544	0.7986
101	17:15:19	2	0.0125	0.015316402509536213	0.03180859610438347	0.8536	0.85	0.8518	0.7951
102	17:17:49	3	0.0125	0.015749917955879853	0.03114163875579834	0.8552	0.8492	0.8522	0.7944
103	17:20:21	4	0.0125	0.015905688585915696	0.03149925917387009	0.8544	0.8531	0.8538	0.7975
104	17:22:52	1	0.0063	0.015017663725021576	0.03160782903432846	0.8564	0.8527	0.8545	0.7983
105	17:25:24	0	0.0063	0.014463515245539793	0.031382638961076736	0.8559	0.8539	0.8549	0.7979
106	17:27:55	1	0.0063	0.014722233220771623	0.03141792118549347	0.8581	0.8535	0.8558	0.799
107	17:30:26	2	0.0063	0.015589453289875706	0.031312357634305954	0.8584	0.8531	0.8558	0.7992
108	17:32:59	3	0.0063	0.014791036529763067	0.031135080382227898	0.8569	0.8539	0.8554	0.7985
109	17:35:30	4	0.0063	0.014650175462203204	0.031781088560819626	0.8577	0.8527	0.8552	0.7988
110	17:38:03	0	0.0031	0.014413277371729653	0.031605690717697144	0.8568	0.8535	0.8551	0.7987
111	17:40:33	1	0.0031	0.014861696228470679	0.031536173075437546	0.856	0.8523	0.8541	0.7973
112	17:43:04	2	0.0031	0.01510170419467421	0.031474340707063675	0.8565	0.8535	0.855	0.7984
113	17:45:36	3	0.0031	0.014702775734193981	0.031519342213869095	0.8566	0.8523	0.8545	0.7979
114	17:48:08	4	0.0031	0.014978721067512616	0.031727951020002365	0.8555	0.8512	0.8533	0.7959
115	17:50:40	1	0.0016	0.014559816807833083	0.03165162727236748	0.8559	0.8519	0.8539	0.797
116	17:53:11	0	0.0016	0.014115824371641458	0.03173290938138962	0.857	0.8527	0.8549	0.798
117	17:55:43	0	0.0016	0.014062805758306192	0.03180387616157532	0.8578	0.8531	0.8554	0.7989
118	17:58:13	0	0.0016	0.01401306927890158	0.03177444264292717	0.857	0.8527	0.8549	0.7985
119	18:00:45	1	0.0016	0.014953029987298172	0.03172260522842407	0.8563	0.8523	0.8543	0.7976
120	18:03:16	2	0.0016	0.014203992886031611	0.031805865466594696	0.856	0.8523	0.8541	0.7973
121	18:05:49	3	0.0016	0.014264489350899601	0.03179682791233063	0.8574	0.8531	0.8553	0.7983
122	18:08:22	0	0.0016	0.013999307079083641	0.03200670704245567	0.857	0.8523	0.8546	0.7976
123	18:10:53	1	0.0016	0.014707300588000908	0.03187215328216553	0.8563	0.8519	0.8541	0.797
124	18:13:24	2	0.0016	0.014103169545970694	0.03188449889421463	0.8554	0.8531	0.8543	0.798
125	18:15:56	3	0.0016	0.014171845199331283	0.03190324455499649	0.8558	0.8531	0.8544	0.798
126	18:18:27	4	0.0016	0.01449939109186894	0.031878840178251266	0.856	0.8527	0.8544	0.7977
127	18:20:59	1	0.0008	0.01413782728073795	0.031853314489126205	0.856	0.8523	0.8541	0.7973
128	18:23:31	2	0.0008	0.014871668747873842	0.0317995622754097	0.8564	0.8527	0.8545	0.7977
129	18:26:03	3	0.0008	0.015939688048273244	0.031778719276189804	0.8567	0.8527	0.8547	0.7983
130	18:28:33	0	0.0008	0.013955024417353861	0.031718671321868896	0.8567	0.8527	0.8547	0.798
131	18:31:04	0	0.0008	0.013837341305902216	0.03182306885719299	0.8573	0.8519	0.8546	0.7981
132	18:33:37	1	0.0008	0.01477617310787655	0.03184701129794121	0.8573	0.8519	0.8546	0.7981
133	18:36:09	2	0.0008	0.015143000022245915	0.03188365697860718	0.8573	0.8519	0.8546	0.7981
134	18:38:41	3	0.0008	0.014157369358396277	0.03192955255508423	0.8565	0.8512	0.8538	0.7974
135	18:41:13	4	0.0008	0.01520012207200432	0.031969308853149414	0.8572	0.8516	0.8544	0.798
136	18:43:46	1	0.0004	0.014043878888507406	0.0319695845246315	0.8576	0.8523	0.855	0.7985
137	18:46:18	2	0.0004	0.014499135780607231	0.03197849541902542	0.8576	0.8519	0.8548	0.7984
138	18:48:50	0	0.0004	0.013740513740889018	0.03200221434235573	0.8576	0.8519	0.8548	0.7984
139	18:51:23	1	0.0004	0.014204072863053353	0.03198350593447685	0.8572	0.8516	0.8544	0.798
140	18:53:56	2	0.0004	0.014627200524688636	0.03198152035474777	0.8576	0.8519	0.8548	0.7984
141	18:56:26	3	0.0004	0.014092987855895286	0.032018985599279404	0.8572	0.8516	0.8544	0.798
142	18:58:59	4	0.0004	0.014203694510219734	0.03204723075032234	0.8571	0.8512	0.8541	0.7977
143	19:01:32	1	0.0002	0.014522307584636853	0.03204527124762535	0.8572	0.8516	0.8544	0.798
144	19:04:04	2	0.0002	0.014140638780656054	0.03205322101712227	0.8572	0.8516	0.8544	0.798
145	19:06:35	3	0.0002	0.014507198079606518	0.03206166997551918	0.8572	0.8516	0.8544	0.798
146	19:09:06	4	0.0002	0.01404878209514795	0.032056890428066254	0.8572	0.8516	0.8544	0.798