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Browse filesSigned-off-by: peter szemraj <peterszemraj@gmail.com>
- app.py +3 -1
- summarize.py +3 -2
app.py
CHANGED
@@ -179,7 +179,9 @@ if __name__ == "__main__":
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logging.info("Loading summ models")
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model, tokenizer = load_model_and_tokenizer("pszemraj/pegasus-x-large-book-summary")
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-
model_sm, tokenizer_sm = load_model_and_tokenizer(
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logging.info("Loading OCR model")
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with contextlib.redirect_stdout(None):
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logging.info("Loading summ models")
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model, tokenizer = load_model_and_tokenizer("pszemraj/pegasus-x-large-book-summary")
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+
model_sm, tokenizer_sm = load_model_and_tokenizer(
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"pszemraj/long-t5-tglobal-base-16384-book-summary"
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)
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logging.info("Loading OCR model")
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with contextlib.redirect_stdout(None):
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summarize.py
CHANGED
@@ -27,7 +27,9 @@ def load_model_and_tokenizer(model_name):
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return model, tokenizer
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-
def summarize_and_score(
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"""
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summarize_and_score - given a batch of ids and a mask, return a summary and a score for the summary
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@@ -79,7 +81,6 @@ def summarize_and_score(ids, mask, model, tokenizer, is_general_attention_model=
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return summary, score
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-
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def summarize_via_tokenbatches(
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input_text: str,
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model,
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return model, tokenizer
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def summarize_and_score(
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ids, mask, model, tokenizer, is_general_attention_model=True, **kwargs
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):
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"""
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summarize_and_score - given a batch of ids and a mask, return a summary and a score for the summary
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return summary, score
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def summarize_via_tokenbatches(
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input_text: str,
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model,
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