Datasets:
Update mc4-sampling.py
Browse files- mc4-sampling.py +12 -1
mc4-sampling.py
CHANGED
|
@@ -5,7 +5,16 @@ import gzip
|
|
| 5 |
import json
|
| 6 |
|
| 7 |
import datasets
|
| 8 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
import numpy as np
|
| 10 |
from numpy.random import default_rng
|
| 11 |
|
|
@@ -302,6 +311,8 @@ class Mc4Sampling(datasets.GeneratorBasedBuilder):
|
|
| 302 |
# http://dl.fbaipublicfiles.com/cc_net/lm/es.arpa.bin
|
| 303 |
logger.info("loading model = %s", str(self.perplexity_model))
|
| 304 |
if isinstance(self.perplexity_model, str):
|
|
|
|
|
|
|
| 305 |
self.pp_model = kenlm.Model(self.perplexity_model)
|
| 306 |
else:
|
| 307 |
self.pp_model = self.perplexity_model
|
|
|
|
| 5 |
import json
|
| 6 |
|
| 7 |
import datasets
|
| 8 |
+
try:
|
| 9 |
+
import kenlm # pip install https://github.com/kpu/kenlm/archive/master.zip
|
| 10 |
+
except ImportError:
|
| 11 |
+
import warnings
|
| 12 |
+
KENLM_IMPORT = (
|
| 13 |
+
"To be able to use bertin-project/mc4-sampling, you need to install the following dependency: kenlm.\n"
|
| 14 |
+
"Please install it using 'pip install https://github.com/kpu/kenlm/archive/master.zip' for instance."
|
| 15 |
+
)
|
| 16 |
+
kenlm = None
|
| 17 |
+
warnings.warn(KENLM_IMPORT)
|
| 18 |
import numpy as np
|
| 19 |
from numpy.random import default_rng
|
| 20 |
|
|
|
|
| 311 |
# http://dl.fbaipublicfiles.com/cc_net/lm/es.arpa.bin
|
| 312 |
logger.info("loading model = %s", str(self.perplexity_model))
|
| 313 |
if isinstance(self.perplexity_model, str):
|
| 314 |
+
if not kenlm:
|
| 315 |
+
raise ImportError(KENLM_IMPORT)
|
| 316 |
self.pp_model = kenlm.Model(self.perplexity_model)
|
| 317 |
else:
|
| 318 |
self.pp_model = self.perplexity_model
|