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laidline-transformers

Helper for model.generate(..., logits_processor=[marker.text_logits_processor(...)]).

from laidline import MarkContext, Marker
from laidline_transformers import generate_marked

marker = Marker.from_config("laidline.yaml")  # watermark.text.enabled: true
text, record = generate_marked(model, tokenizer, prompt, marker, MarkContext(), max_new_tokens=300)
# record.status is "ok", or "unmarked" with record.reason (below_min_tokens, greedy_decoding, ...)

The evidence entry records token counts and the completion's SHA-256 and byte length, never the prompt or text.

Metadata

Release files for laidline-transformers 1.0.1

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Source distribution (sdist)

Source distribution for laidline-transformers 1.0.1
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laidline_transformers-1.0.1.tar.gz 9.6 kB Without provenance Details for laidline_transformers-1.0.1.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for laidline-transformers 1.0.1
File Interpreter ABI Platform Actions
laidline_transformers-1.0.1-py3-none-any.whl Python 3 none any Details for laidline_transformers-1.0.1-py3-none-any.whl

Total release size: 20.3 kB

Release files / laidline_transformers-1.0.1.tar.gz

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Download URL laidline_transformers-1.0.1.tar.gz
Size 9.6 kB
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Release files / laidline_transformers-1.0.1-py3-none-any.whl

Loss of provenance

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We recommend further investigation before installing this file. View details.

Download URL laidline_transformers-1.0.1-py3-none-any.whl
Size 10.7 kB
Tags Python 3
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Uploaded via twine/7.0.0 CPython/3.13.7

Security for laidline-transformers 1.0.1

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Release comparison

  • Removed 1.0.0 2 files With provenance
  • Added 1.0.1 2 files Without provenance

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