microsoft / microsoft/LLMLingua

[Question]: Is it possible to retrieve the word probability and threshold?

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Description

Describe the issue

Hi,

Playing with the prompt compression, I am trying to obtain the exact probability/importance score for each word. However, it seems that LLMLingua does not save or return such values.

I wonder is there any way to retrieve the probability for each word?

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names no files, tests, or entry points. Start by locating the prompt-compression implementation and its public return values, then determine whether exact per-word probabilities and thresholds can be exposed. Done means documenting or implementing a clear way to retrieve those values.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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