Datasets:

mantisnlp
/

classification-with-sieves

Tasks:

Zero-Shot Classification

Text Classification

Tags:

structured-outputs

License:

Dataset card Files Files and versions

Update classify-dataset.py

#8

by mit-ra - opened Nov 10

base: refs/heads/main

←

from: refs/pr/8

Discussion Files changed

Files changed (1) hide show

classify-dataset.py +3 -2

classify-dataset.py CHANGED Viewed

@@ -1,7 +1,8 @@
 #!/usr/bin/env python3
 # /// script
-# requires-python = ">=3.12"
 # dependencies = [
 #     "sieves[engines]>=0.17.4",
 #     "typer>=0.12,<1",
 #     "datasets",
@@ -406,7 +407,7 @@ def classify(
     zeroshot_tag = "zero-shot-classification"
     # Explicitly designed for zero-shot classification: build directly as pipeline.
     if info.pipeline_tag == zeroshot_tag or zeroshot_tag in set(info.tags or []):
-        logger.info("Initializing zero-shot classifciation pipeline.")
         model = transformers.pipeline(zeroshot_tag, model=model, device=device)
     # Otherwise: build Outlines model around it to enforce structured generation.
     else:

 #!/usr/bin/env python3
 # /// script
+# requires-python = "==3.12"
 # dependencies = [
+#     "transformers[torch]>=4.35",
 #     "sieves[engines]>=0.17.4",
 #     "typer>=0.12,<1",
 #     "datasets",
     zeroshot_tag = "zero-shot-classification"
     # Explicitly designed for zero-shot classification: build directly as pipeline.
     if info.pipeline_tag == zeroshot_tag or zeroshot_tag in set(info.tags or []):
+        logger.info("Initializing zero-shot classification pipeline.")
         model = transformers.pipeline(zeroshot_tag, model=model, device=device)
     # Otherwise: build Outlines model around it to enforce structured generation.
     else: