Token Classification
Flair
PyTorch
Spanish
sequence-tagger-model
Jens Grivolla
add initial model files
fb1f685
raw
history blame
1.83 kB
EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 19:16:41 0.0000 0.19026665994182357 0.08347803354263306 0.2119 0.2807 0.2415 0.1517
2 19:20:19 0.0000 0.07510200789904357 0.06594807654619217 0.6336 0.7281 0.6776 0.5355
3 19:23:56 0.0000 0.051059842073423525 0.06074140965938568 0.6457 0.7193 0.6805 0.543
4 19:27:35 0.0000 0.04975723893997647 0.06857836991548538 0.7523 0.7193 0.7354 0.5942
5 19:31:13 0.0000 0.03971213988859546 0.08110673725605011 0.7018 0.7018 0.7018 0.5674
6 19:34:49 0.0000 0.03546830191468582 0.07366479188203812 0.7107 0.7544 0.7319 0.5972
7 19:38:25 0.0000 0.03473060495712673 0.07581108063459396 0.661 0.6842 0.6724 0.5417
8 19:42:01 0.0000 0.031095477296456932 0.07848106324672699 0.7107 0.7544 0.7319 0.6014
9 19:45:38 0.0000 0.025149721216192127 0.08854210376739502 0.7143 0.7456 0.7296 0.5986
10 19:49:14 0.0000 0.023745396892456357 0.06483861804008484 0.6535 0.7281 0.6888 0.5461
11 19:52:50 0.0000 0.022273265507065026 0.06557412445545197 0.6942 0.7368 0.7149 0.5833
12 19:56:25 0.0000 0.021611838273819493 0.06691710650920868 0.7016 0.7632 0.7311 0.5959
13 20:00:01 0.0000 0.01710983789516771 0.06450295448303223 0.7373 0.7632 0.75 0.6214
14 20:03:39 0.0000 0.015293634907960702 0.0911756381392479 0.7049 0.7544 0.7288 0.5972
15 20:07:15 0.0000 0.012690879626054398 0.0763971135020256 0.7391 0.7456 0.7424 0.6159
16 20:10:51 0.0000 0.013051816123982237 0.07494457066059113 0.7436 0.7632 0.7532 0.6304
17 20:14:28 0.0000 0.01346253304226053 0.07131695002317429 0.7083 0.7456 0.7265 0.5944
18 20:18:04 0.0000 0.011784355731974503 0.06895702332258224 0.6855 0.7456 0.7143 0.5822
19 20:21:39 0.0000 0.011475109279551204 0.06978413462638855 0.7143 0.7456 0.7296 0.5986
20 20:25:15 0.0000 0.01079436888010318 0.06992758810520172 0.7143 0.7456 0.7296 0.5986