Issues

• Code Review Observations & Questions from a Developer Exploring the Project

  microsoft/LLMLingua#249 · Filter by author horsleyb opened on Jun 10, 2026

• [Bug]: When calling slingua through PromptCompressor, use_llmlingua2 should also be set to true.

  bug
  microsoft/LLMLingua#235 · Filter by author bzamanlooy opened on Jan 29, 2026

• [Question]: Is this repo still relevant?

  question
  microsoft/LLMLingua#234 · Filter by author KaiMildner opened on Jan 20, 2026
  2

• [Bug]: XLMRobertaForTokenClassification.forward() got an unexpected keyword argument 'past_key_values'

  bug
  microsoft/LLMLingua#232 · Filter by author TJU-LSR opened on Dec 25, 2025
  1

• [Question]: Significant performance drop on LongBench using LongChat-7b-v1.5-32k compared to official full-context baseline

  question
  microsoft/LLMLingua#231 · Filter by author LSTGO opened on Dec 11, 2025

• [Question]: How to obtain the masked and kept tokens?

  question
  microsoft/LLMLingua#229 · Filter by author jamesnulliu opened on Sep 9, 2025
  1

• [Question]: force_tokens for reproducing LLMLingua-2 on LongBench DataSet

  question
  microsoft/LLMLingua#228 · Filter by author TzuchengChang opened on Sep 1, 2025

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

  question
  microsoft/LLMLingua#227 · Filter by author Punchwes opened on Aug 19, 2025

• [Question]：how to use remote model service，such that alibaba modelscope

  microsoft/LLMLingua#225 · Filter by author Erica177 opened on Jul 14, 2025

• [Question]: why ？NotImplementedError

  question
  microsoft/LLMLingua#221 · Filter by author meiyiyeshi opened on Jun 26, 2025
  1

  

• Release SecurityLingua on Hugging Face

  feature
  microsoft/LLMLingua#220 · Filter by author NielsRogge opened on Jun 21, 2025
  2

  

• [Question]:Is there a supported model list?

  question
  microsoft/LLMLingua#218 · Filter by author mooncui opened on Jun 13, 2025
  1

  

• 请问可以使用qwen系列模型吗？或者有提供支持模型的列表吗？

  question
  microsoft/LLMLingua#217 · Filter by author yvway opened on May 12, 2025
  1

  

• [BUG] LLMLingua fails on Windows with PyTorch CPU: "Torch not compiled with CUDA enabled"

  question
  microsoft/LLMLingua#216 · Filter by author gdanielwalk opened on Apr 17, 2025
  2

  

• [Question]: Error when running the tutorial

  question
  microsoft/LLMLingua#214 · Filter by author zhimin-z opened on Mar 29, 2025
  1

  

• [Question]: Prompt Compression Issue – Important Information Missing

  question
  microsoft/LLMLingua#213 · Filter by author TheKeval03 opened on Mar 27, 2025
  1

  

• [Question]: sort_direct = -1 if condition_in_question == "none" else 1

  question
  microsoft/LLMLingua#212 · Filter by author ynanx opened on Mar 20, 2025
  1

  

• [Question]: error when compressing long prompt with LLMLingua1 & LongLLMLingua

  bugquestion
  microsoft/LLMLingua#210 · Filter by author jiushuw opened on Mar 6, 2025
  4

  

• [Question]: How was edit sim for code tasks calculated?

  question
  microsoft/LLMLingua#207 · Filter by author cornzz opened on Jan 9, 2025
  1

  

• [Question]: Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/transformers/installation#offline-mode'.

  question
  microsoft/LLMLingua#206 · Filter by author LiuJiaoShouYa opened on Dec 19, 2024
  1

  

• Does llmlingua support Markdown format.

  question
  microsoft/LLMLingua#202 · Filter by author suhail17095 opened on Nov 27, 2024
  1

  

• [Bug]: regex pattern does not handle nested tags in prompt (structured compression)

  bug
  microsoft/LLMLingua#201 · Filter by author Imatgay opened on Nov 20, 2024
  1

  

• [Bug]: Prompts smaller than iterative_size are not compressed

  bug
  microsoft/LLMLingua#196 · Filter by author cornzz opened on Nov 14, 2024
  1

  

• [Bug]: Achieved compression rate with (Long)LLMLingua overshot

  question
  microsoft/LLMLingua#195 · Filter by author cornzz opened on Nov 14, 2024
  2

• [Question]: Reproduce end2end latency results of LLMLingua-2

  question
  microsoft/LLMLingua#193 · Filter by author cornzz opened on Oct 23, 2024
  3