HaggiVaggi commited on
Commit
5bd5beb
·
1 Parent(s): 841911a

Update pages/Подбор фильмов по описанию✏️🔍.py

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pages/Подбор фильмов по описанию✏️🔍.py CHANGED
@@ -24,10 +24,10 @@ def load_model():
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  tokenizer = AutoTokenizer.from_pretrained("DeepPavlov/rubert-base-cased-sentence")
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  @st.cache_data
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- def encode_description(description, tokenizer, model):
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- tokens = tokenizer(description, return_tensors="pt")
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  with torch.no_grad():
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- outputs = model(**tokens)
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  embeddings = outputs.last_hidden_state.mean(dim=1)
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  return embeddings.cpu().numpy().astype('float32')
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  tokenizer = AutoTokenizer.from_pretrained("DeepPavlov/rubert-base-cased-sentence")
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  @st.cache_data
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+ def encode_description(_tokenizer, _model, description):
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+ tokens = _tokenizer(description, return_tensors="pt")
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  with torch.no_grad():
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+ outputs = _model(**tokens)
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  embeddings = outputs.last_hidden_state.mean(dim=1)
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  return embeddings.cpu().numpy().astype('float32')
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