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upos-english-fast

Token Classification Flair PyTorch
English sequence-tagger-model
Model card Files Community
upos-english-fast
File size: 6,255 Bytes 
eac8f09
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EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS
1	22:28:26	0	0.1000	0.17415864044461185
2	22:31:14	0	0.1000	0.12158365282951933
3	22:34:01	0	0.1000	0.1085573940302442
4	22:36:47	0	0.1000	0.10159585148157896
5	22:39:33	0	0.1000	0.0960513761054027
6	22:42:34	0	0.1000	0.09239452747293678
7	22:45:21	0	0.1000	0.0902989335315086
8	22:48:05	0	0.1000	0.08808803498547813
9	22:50:50	0	0.1000	0.08594274688573392
10	22:53:36	0	0.1000	0.08495942393674227
11	22:56:21	0	0.1000	0.08345337206641323
12	22:59:09	0	0.1000	0.08250146799274957
13	23:01:54	0	0.1000	0.08191489227858438
14	23:04:42	0	0.1000	0.08059522271808539
15	23:07:31	0	0.1000	0.07996464815742568
16	23:10:14	0	0.1000	0.07952089665301125
17	23:12:57	0	0.1000	0.07835599419452027
18	23:15:40	0	0.1000	0.07754696441542729
19	23:18:23	0	0.1000	0.07738912210547672
20	23:21:07	0	0.1000	0.07670700191765827
21	23:23:57	0	0.1000	0.07616964155093076
22	23:26:46	0	0.1000	0.07567162915432078
23	23:29:32	0	0.1000	0.07496415135608002
24	23:32:15	1	0.1000	0.07520705605467401
25	23:34:59	0	0.1000	0.07495735451211925
26	23:37:43	0	0.1000	0.07459368830084424
27	23:40:29	0	0.1000	0.07454596815223033
28	23:43:14	0	0.1000	0.07411480029186922
29	23:45:57	0	0.1000	0.07327620444188618
30	23:48:39	1	0.1000	0.07347703455276665
31	23:51:23	0	0.1000	0.07309099945922284
32	23:54:06	1	0.1000	0.07332158663110665
33	23:56:49	0	0.1000	0.07267155411791139
34	23:59:37	0	0.1000	0.07225964954708577
35	00:02:23	1	0.1000	0.07253112162526079
36	00:05:06	2	0.1000	0.07264062173313415
37	00:07:49	0	0.1000	0.07220340062143855
38	00:10:35	1	0.1000	0.07225490150615818
39	00:13:19	0	0.1000	0.07200625541770836
40	00:16:05	0	0.1000	0.07166991815536737
41	00:18:48	0	0.1000	0.0712518384601455
42	00:21:31	1	0.1000	0.07142473526526502
43	00:24:14	0	0.1000	0.07123606641645662
44	00:26:58	1	0.1000	0.07145120776377856
45	00:29:40	2	0.1000	0.07159304964326145
46	00:32:36	0	0.1000	0.07094782260158729
47	00:35:19	0	0.1000	0.07088371503379719
48	00:38:03	1	0.1000	0.07099542588562142
49	00:40:46	0	0.1000	0.07079680484919784
50	00:43:34	0	0.1000	0.07061794327592567
51	00:46:20	0	0.1000	0.06997072252452025
52	00:49:03	1	0.1000	0.07032426559199477
53	00:51:48	2	0.1000	0.07048669233246123
54	00:54:29	3	0.1000	0.07006923535850025
55	00:57:11	4	0.1000	0.07030771823529366
56	00:59:52	0	0.0500	0.06712085620370933
57	01:02:36	0	0.0500	0.06574518012809148
58	01:05:19	0	0.0500	0.06454708278655846
59	01:08:02	0	0.0500	0.06375859245821232
60	01:10:44	0	0.0500	0.0631446951408867
61	01:13:30	1	0.0500	0.06320975164906473
62	01:16:13	0	0.0500	0.06260336204624382
63	01:18:55	0	0.0500	0.06227138182933632
64	01:21:38	0	0.0500	0.06216693194080403
65	01:24:20	0	0.0500	0.061755970967985546
66	01:27:03	0	0.0500	0.06166272037908423
67	01:29:45	0	0.0500	0.06084305993001567
68	01:32:30	0	0.0500	0.06071750396447394
69	01:35:13	0	0.0500	0.060659087367820955
70	01:37:57	0	0.0500	0.06050753571125124
71	01:40:40	1	0.0500	0.0605660274351341
72	01:43:23	2	0.0500	0.060673437336523146
73	01:46:07	0	0.0500	0.059827822265978936
74	01:48:50	0	0.0500	0.059826655289675
75	01:51:33	0	0.0500	0.05925628568763792
76	01:54:15	1	0.0500	0.059416011520715954
77	01:56:57	2	0.0500	0.05928229306512388
78	01:59:41	0	0.0500	0.05901084602935882
79	02:02:24	0	0.0500	0.058889924245254084
80	02:05:06	0	0.0500	0.05858013360696011
81	02:07:48	0	0.0500	0.058573756139891395
82	02:10:31	1	0.0500	0.058590426705249485
83	02:13:13	2	0.0500	0.058696368119718734
84	02:15:56	0	0.0500	0.05806696554384496
85	02:18:39	0	0.0500	0.057982988326299625
86	02:21:35	0	0.0500	0.05783862651257759
87	02:24:19	1	0.0500	0.0580551411856615
88	02:27:03	2	0.0500	0.05790647775370667
89	02:29:46	0	0.0500	0.05769353045539565
90	02:32:31	0	0.0500	0.05754015036900038
91	02:35:13	0	0.0500	0.05696403403472667
92	02:37:57	0	0.0500	0.0568937490052487
93	02:40:39	1	0.0500	0.05725181573365761
94	02:43:22	2	0.0500	0.05696743479399865
95	02:46:04	3	0.0500	0.0571624580708586
96	02:48:45	4	0.0500	0.05702883744761475
97	02:51:25	0	0.0250	0.055865366413276836
98	02:54:08	0	0.0250	0.05467062742586827
99	02:56:50	0	0.0250	0.05425153735287938
100	02:59:33	1	0.0250	0.054266839934856294
101	03:02:13	0	0.0250	0.05357651318234597
102	03:04:57	1	0.0250	0.053739028405994274
103	03:07:38	0	0.0250	0.05351767720880093
104	03:10:20	0	0.0250	0.05299552359509489
105	03:13:02	0	0.0250	0.05282288823273531
106	03:15:45	0	0.0250	0.05266513006528219
107	03:18:28	1	0.0250	0.05268452090415906
108	03:21:11	0	0.0250	0.052472657107452116
109	03:23:54	1	0.0250	0.052669417325866594
110	03:26:37	0	0.0250	0.05227528752372872
111	03:29:20	1	0.0250	0.052474557325519554
112	03:32:02	0	0.0250	0.05204340549230082
113	03:34:45	1	0.0250	0.05250508368935671
114	03:37:27	0	0.0250	0.05144026606039335
115	03:40:09	1	0.0250	0.051878293871588314
116	03:42:50	0	0.0250	0.0514250993752278
117	03:45:32	1	0.0250	0.05197904783430995
118	03:48:17	2	0.0250	0.051543818762851634
119	03:50:59	0	0.0250	0.05142333872685852
120	03:53:44	0	0.0250	0.05090180015474099
121	03:56:27	1	0.0250	0.051319808061721
122	03:59:11	0	0.0250	0.05088706119393748
123	04:01:53	1	0.0250	0.051094371612716884
124	04:04:37	0	0.0250	0.050859517548075446
125	04:07:20	1	0.0250	0.05106397847450069
126	04:10:13	2	0.0250	0.050915367798556176
127	04:12:56	0	0.0250	0.05016524477955371
128	04:15:38	1	0.0250	0.050430306668577674
129	04:18:21	2	0.0250	0.05040538346049339
130	04:21:06	3	0.0250	0.050220600192013715
131	04:23:49	4	0.0250	0.050211974584328585
132	04:26:31	0	0.0125	0.04979804525118336
133	04:29:14	0	0.0125	0.0495832017415905
134	04:31:58	0	0.0125	0.04921989781051285
135	04:34:43	1	0.0125	0.0493599583399009
136	04:37:26	0	0.0125	0.04895925039751587
137	04:40:09	1	0.0125	0.049370720566003445
138	04:42:51	0	0.0125	0.04850358104325414
139	04:45:33	1	0.0125	0.04871231420481782
140	04:48:15	2	0.0125	0.04856371154244449
141	04:50:56	0	0.0125	0.04838775889551278
142	04:53:41	1	0.0125	0.04867031674772697
143	04:56:23	2	0.0125	0.048398559519977256
144	04:59:06	0	0.0125	0.04801111203451195
145	05:01:47	1	0.0125	0.048401231044271326
146	05:04:29	2	0.0125	0.04817359420217911
147	05:07:11	0	0.0125	0.047599706976290256
148	05:09:53	1	0.0125	0.04773195694496254
149	05:12:34	2	0.0125	0.04778875780532518
150	05:15:16	3	0.0125	0.04803279976322996