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chunk-english-fast

Token Classification Flair PyTorch
English sequence-tagger-model
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chunk-english-fast / loss.tsv
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alanakbik
Update model for torch 2.0
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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS
1 12:16:04 0 0.1000 0.759849895731721
2 12:16:21 0 0.1000 0.24461849033220148
3 12:16:37 0 0.1000 0.1873043055311161
4 12:16:53 0 0.1000 0.16268098013252513
5 12:17:10 0 0.1000 0.14528624805823256
6 12:17:26 0 0.1000 0.13302168389838404
7 12:17:42 0 0.1000 0.12197531042629646
8 12:17:59 0 0.1000 0.11595483382176143
9 12:18:15 0 0.1000 0.10966964770622334
10 12:18:31 0 0.1000 0.10575959416341212
11 12:18:48 0 0.1000 0.10190351217805374
12 12:19:04 0 0.1000 0.09570707616363591
13 12:19:20 0 0.1000 0.09297836980330411
14 12:19:37 0 0.1000 0.08968137516585199
15 12:19:53 0 0.1000 0.08796639138827347
16 12:20:10 0 0.1000 0.08563183954959705
17 12:20:26 0 0.1000 0.08289985093249122
18 12:20:43 0 0.1000 0.08105304233510606
19 12:20:59 0 0.1000 0.0786920381132612
20 12:21:15 0 0.1000 0.07612543902433264
21 12:21:32 0 0.1000 0.07591475988845475
22 12:21:48 0 0.1000 0.07236684329436832
23 12:22:04 0 0.1000 0.07177935508373644
24 12:22:21 0 0.1000 0.07049214070419857
25 12:22:37 0 0.1000 0.06920718676853882
26 12:22:54 0 0.1000 0.06812822731414833
27 12:23:10 0 0.1000 0.06733025602654635
28 12:23:27 0 0.1000 0.06560653609469404
29 12:23:49 0 0.1000 0.06426325924711608
30 12:24:07 0 0.1000 0.06417123899874257
31 12:24:25 0 0.1000 0.0633171654546751
32 12:24:42 0 0.1000 0.062313161627309974
33 12:25:00 0 0.1000 0.06070678064519748
34 12:25:18 0 0.1000 0.06010945719712045
35 12:25:37 0 0.1000 0.05874846700386707
36 12:25:55 0 0.1000 0.05867700353197585
37 12:26:14 0 0.1000 0.057269729597030576
38 12:26:34 1 0.1000 0.05727370036655727
39 12:26:55 0 0.1000 0.05496496198966743
40 12:27:14 0 0.1000 0.05472489535344264
41 12:27:32 0 0.1000 0.05318994209130289
42 12:27:51 1 0.1000 0.05367372090614977
43 12:28:09 0 0.1000 0.05315634278430147
44 12:28:28 0 0.1000 0.05252412950029465
45 12:28:47 0 0.1000 0.05070391744703955
46 12:29:05 1 0.1000 0.05151913038565055
47 12:29:23 0 0.1000 0.049701918610328556
48 12:29:42 1 0.1000 0.049950747926444085
49 12:30:00 0 0.1000 0.04891223946123861
50 12:30:18 0 0.1000 0.04836028000791838
51 12:30:37 0 0.1000 0.04726590571022445
52 12:30:57 1 0.1000 0.047463167497083014
53 12:31:15 0 0.1000 0.04719447799025171
54 12:31:33 0 0.1000 0.04592623519326223
55 12:31:53 1 0.1000 0.04612471254534912
56 12:32:12 0 0.1000 0.04495440001951547
57 12:32:31 1 0.1000 0.04559134927943323
58 12:32:50 0 0.1000 0.04439988430402391
59 12:33:08 1 0.1000 0.044644942946027465
60 12:33:25 0 0.1000 0.04327383495984418
61 12:33:43 0 0.1000 0.04326034264712482
62 12:34:00 0 0.1000 0.04318396732294949
63 12:34:18 0 0.1000 0.04192543059518355
64 12:34:35 0 0.1000 0.04138165198811298
65 12:34:53 1 0.1000 0.0426580554488175
66 12:35:10 0 0.1000 0.04107906504941164
67 12:35:28 0 0.1000 0.04086316036699718
68 12:35:45 0 0.1000 0.04052164650879702
69 12:36:02 0 0.1000 0.039977723164120994
70 12:36:20 0 0.1000 0.039131486209926854
71 12:36:38 1 0.1000 0.039728356415940566
72 12:36:55 2 0.1000 0.03959171834994756
73 12:37:13 0 0.1000 0.038775378649260596
74 12:37:30 1 0.1000 0.03896727534177173
75 12:37:49 0 0.1000 0.038454600903778974
76 12:38:07 1 0.1000 0.03880075905151849
77 12:38:24 0 0.1000 0.03786721994890253
78 12:38:41 0 0.1000 0.03704677685060418
79 12:38:59 1 0.1000 0.03859506211847398
80 12:39:16 0 0.1000 0.036451214472834226
81 12:39:34 1 0.1000 0.03739678467266263
82 12:39:51 2 0.1000 0.038197092521130446
83 12:40:08 3 0.1000 0.03730682188953327
84 12:40:26 0 0.1000 0.035861385664829576
85 12:40:43 1 0.1000 0.0361591674303584
86 12:41:01 0 0.1000 0.03512770728288815
87 12:41:18 1 0.1000 0.035223507431675176
88 12:41:36 2 0.1000 0.03580970280680331
89 12:41:53 0 0.1000 0.03487214564986525
90 12:42:11 0 0.1000 0.03413228391595828
91 12:42:28 1 0.1000 0.034196088404280886
92 12:42:46 2 0.1000 0.03439336864374253
93 12:43:03 3 0.1000 0.03476692314062714
94 12:43:21 0 0.1000 0.033972606621724
95 12:43:38 0 0.1000 0.03337498331884681
96 12:43:55 1 0.1000 0.03421095197606712
97 12:44:13 2 0.1000 0.03343618368355882
98 12:44:32 3 0.1000 0.03411506187084005
99 12:44:49 0 0.1000 0.032242770805236166
100 12:45:07 1 0.1000 0.03241407785256577
101 12:45:24 2 0.1000 0.03350528752883035
102 12:45:42 3 0.1000 0.03244657288660122
103 12:46:00 4 0.1000 0.032267790228446176
104 12:46:17 0 0.0500 0.030000372419661796
105 12:46:34 0 0.0500 0.029552340910144383
106 12:46:52 0 0.0500 0.02777057716199555
107 12:47:09 0 0.0500 0.026405233307701437
108 12:47:27 1 0.0500 0.026653890207306876
109 12:47:44 2 0.0500 0.02743622983351914
110 12:48:02 3 0.0500 0.026899147214793615
111 12:48:19 4 0.0500 0.026531095053491882
112 12:48:37 0 0.0250 0.024856708155991517
113 12:48:55 0 0.0250 0.024753915623922366
114 12:49:13 1 0.0250 0.024796870977332526
115 12:49:30 0 0.0250 0.023623196617874046
116 12:49:48 0 0.0250 0.023450112354209674
117 12:50:05 0 0.0250 0.023381089239076648
118 12:50:23 1 0.0250 0.02369309507836599
119 12:50:40 0 0.0250 0.022773762173551308
120 12:50:58 0 0.0250 0.022365109672308342
121 12:51:16 1 0.0250 0.022944526022377544
122 12:51:34 2 0.0250 0.022703891391963996
123 12:51:51 3 0.0250 0.022828658667733866
124 12:52:09 4 0.0250 0.02315199555860606
125 12:52:26 0 0.0125 0.022094917431613178
126 12:52:43 1 0.0125 0.022628893093293998
127 12:53:01 0 0.0125 0.020725528997380026
128 12:53:18 1 0.0125 0.021744166892280495
129 12:53:36 2 0.0125 0.021567876488829827
130 12:53:53 3 0.0125 0.021914674711238903
131 12:54:11 4 0.0125 0.02194083358268951
132 12:54:28 1 0.0063 0.021058056437877025
133 12:54:46 2 0.0063 0.021130520963485694
134 12:55:03 0 0.0063 0.020658150470497093
135 12:55:21 1 0.0063 0.020897978952813298
136 12:55:39 2 0.0063 0.02099723896467906
137 12:55:57 0 0.0063 0.020624977303298205
138 12:56:14 1 0.0063 0.021567583553755827
139 12:56:32 2 0.0063 0.021765307808979242
140 12:56:49 0 0.0063 0.02038315247998557
141 12:57:07 1 0.0063 0.02039573715529061
142 12:57:25 0 0.0063 0.020298179396059587
143 12:57:42 0 0.0063 0.01958354006399658
144 12:58:01 1 0.0063 0.02020664064529786
145 12:58:19 2 0.0063 0.020025809748200205
146 12:58:37 3 0.0063 0.02034035166712626
147 12:58:54 4 0.0063 0.02023410849827992
148 12:59:12 1 0.0031 0.020030760812265874
149 12:59:30 2 0.0031 0.02072044761180506
150 12:59:47 3 0.0031 0.020285580881302227