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+ ---
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+ language:
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+ - ja
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+ license: mit
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+ library_name: transformers
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+ tags:
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+ - fastText
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+ pipeline_tag: zero-shot-classification
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+ widget:
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+ - text: "海賊王におれはなる"
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+ candidate_labels: "海、山、陸"
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+ multi_class: true
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+ example_title: "ワンピース"
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+ ---
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+ # fasttext-classification
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+ fastText word vector base classifiction
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+ ## Reference
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+ - fastText </br>
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+ https://github.com/facebookresearch/fastText
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+ - word vector data </br>
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+ https://dl.fbaipublicfiles.com/fasttext/vectors-crawl/cc.ja.300.vec.gz
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+ ## Usage
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+ Google Colaboratory Example
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+ ```
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+ ! apt install aptitude swig > /dev/null
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+ ! aptitude install mecab libmecab-dev mecab-ipadic-utf8 git make curl xz-utils file -y > /dev/null
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+ ! pip install transformers torch mecab-python3 torchtyping > /dev/null
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+ ! ln -s /etc/mecabrc /usr/local/etc/mecabrc
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+ ```
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+ ```
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+ from transformers import pipeline
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+ p = pipeline("zero-shot-classification", "paulhindemith/fasttext-classification", revision="2022.11.7", trust_remote_code=True)
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+ ```
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+ ```
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+ p("海賊王におれはなる", candidate_labels=["海", "山", "陸"], hypothesis_template="{}", multi_label=True)
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+ ```