Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!
Get Started for Free

LMLearner

LMLearner

Description

Add functionality to 'TextLearner' when dealingwith a language model

Add functionality to 'TextLearner' when dealing with a language model

Usage

LMLearner(
  dls,
  model,
  alpha = 2,
  beta = 1,
  moms = list(0.8, 0.7, 0.8),
  loss_func = NULL,
  opt_func = Adam(),
  lr = 0.001,
  splitter = trainable_params(),
  cbs = NULL,
  metrics = NULL,
  path = NULL,
  model_dir = "models",
  wd = NULL,
  wd_bn_bias = FALSE,
  train_bn = TRUE
)

LMLearner(
  dls,
  model,
  alpha = 2,
  beta = 1,
  moms = list(0.8, 0.7, 0.8),
  loss_func = NULL,
  opt_func = Adam(),
  lr = 0.001,
  splitter = trainable_params(),
  cbs = NULL,
  metrics = NULL,
  path = NULL,
  model_dir = "models",
  wd = NULL,
  wd_bn_bias = FALSE,
  train_bn = TRUE
)

Arguments

dls

dls
model

model
alpha

alpha
beta

beta
moms

moms
loss_func

loss_func
opt_func

opt_func
lr

lr
splitter

splitter
cbs

cbs
metrics

metrics
path

path
model_dir

model_dir
wd

wd
wd_bn_bias

wd_bn_bias
train_bn

train_bn

Value

text loader

None

fastai

Interface to 'fastai'

v2.0.7
Apache License 2.0
Authors
Turgut Abdullayev [ctb, cre, cph, aut]
Initial release

We don't support your browser anymore

Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.