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utils with vocab prepration
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utils.py
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def prepare_vocab(file_path="vocab.txt"):
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"""Returns Vocab size and decode/encode funcs"""
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with open(file_path, "r", encoding="utf-8") as f:
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text = f.read()
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chars = sorted(list(set(text)))
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vocab_size = len(chars)
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str_to_int = {ch: i for i, ch in enumerate(chars)}
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int_to_ch = {i: ch for i, ch in enumerate(chars)}
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encode = lambda s: [str_to_int[c] for c in s]
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decode = lambda t: "".join([int_to_ch[n] for n in t])
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return vocab_size, encode, decode
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