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