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Fallback to latin on decode failure
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@ -114,7 +114,18 @@ class LlamaCppModel:
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return self.model.tokenize(string)
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def decode(self, ids, **kwargs):
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return self.model.detokenize(ids).decode('utf-8', 'replace')
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detokenized = self.model.detokenize(ids)
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s = ""
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try:
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s = detokenized.decode('utf-8', 'strict')
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except UnicodeDecodeError:
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try:
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logger.warning("Detokenized result can't be decoded in utf-8 charset. Fallback to latin.")
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s = detokenized.decode('latin', 'strict')
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except UnicodeDecodeError as e:
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logger.warning("Detokenized result can't be decoded in latin charset. Will attempt to decode as utf-8 with invalid characters replaced with '?' (U+FFFD).")
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s = detokenized.decode('utf-8', 'replace')
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return s
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def get_logits(self, tokens):
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self.model.reset()
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