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updated add_pipe
docs (#12947)
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@ -2806,7 +2806,7 @@
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"",
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"",
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"# see github repo for examples on sentence-transformers and Huggingface",
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"# see github repo for examples on sentence-transformers and Huggingface",
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"nlp = spacy.load('en_core_web_md')",
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"nlp = spacy.load('en_core_web_md')",
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"nlp.add_pipe(\"text_categorizer\", ",
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"nlp.add_pipe(\"classy_classification\", ",
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" config={",
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" config={",
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" \"data\": data,",
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" \"data\": data,",
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" \"model\": \"spacy\"",
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" \"model\": \"spacy\"",
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@ -3010,8 +3010,8 @@
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"# Load the spaCy language model:",
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"# Load the spaCy language model:",
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"nlp = spacy.load(\"en_core_web_sm\")",
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"nlp = spacy.load(\"en_core_web_sm\")",
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"",
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"",
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"# Add the \"text_categorizer\" pipeline component to the spaCy model, and configure it with SetFit parameters:",
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"# Add the \"spacy_setfit\" pipeline component to the spaCy model, and configure it with SetFit parameters:",
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"nlp.add_pipe(\"text_categorizer\", config={",
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"nlp.add_pipe(\"spacy_setfit\", config={",
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" \"pretrained_model_name_or_path\": \"paraphrase-MiniLM-L3-v2\",",
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" \"pretrained_model_name_or_path\": \"paraphrase-MiniLM-L3-v2\",",
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" \"setfit_trainer_args\": {",
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" \"setfit_trainer_args\": {",
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" \"train_dataset\": train_dataset",
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" \"train_dataset\": train_dataset",
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