mit-ra commited on
Commit
d1a31e5
·
verified ·
1 Parent(s): 7fc9c6d

Update classify-dataset.py

Browse files

- Update dependencies to avoid wheel installation issues with `sentencepiece`
- Fix GPU device ID error

Files changed (1) hide show
  1. classify-dataset.py +4 -3
classify-dataset.py CHANGED
@@ -1,7 +1,8 @@
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  #!/usr/bin/env python3
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  # /// script
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- # requires-python = ">=3.12"
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  # dependencies = [
 
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  # "sieves[engines]>=0.17.4",
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  # "typer>=0.12,<1",
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  # "datasets",
@@ -402,11 +403,11 @@ def classify(
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  # Build model.
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  info = HfApi().model_info(model)
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- device = torch.cuda.get_device_name(0) if torch.cuda.is_available() else None
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  zeroshot_tag = "zero-shot-classification"
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  # Explicitly designed for zero-shot classification: build directly as pipeline.
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  if info.pipeline_tag == zeroshot_tag or zeroshot_tag in set(info.tags or []):
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- logger.info("Initializing zero-shot classifciation pipeline.")
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  model = transformers.pipeline(zeroshot_tag, model=model, device=device)
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  # Otherwise: build Outlines model around it to enforce structured generation.
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  else:
 
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  #!/usr/bin/env python3
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  # /// script
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+ # requires-python = "==3.12"
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  # dependencies = [
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+ # "transformers[torch]>=4.35",
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  # "sieves[engines]>=0.17.4",
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  # "typer>=0.12,<1",
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  # "datasets",
 
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  # Build model.
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  info = HfApi().model_info(model)
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+ device = 0 if torch.cuda.is_available() else "cpu"
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  zeroshot_tag = "zero-shot-classification"
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  # Explicitly designed for zero-shot classification: build directly as pipeline.
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  if info.pipeline_tag == zeroshot_tag or zeroshot_tag in set(info.tags or []):
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+ logger.info("Initializing zero-shot classification pipeline.")
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  model = transformers.pipeline(zeroshot_tag, model=model, device=device)
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  # Otherwise: build Outlines model around it to enforce structured generation.
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  else: