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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.

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