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Summary of Changes

Hello @JimmyPeilinLi, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request primarily focuses on updating the project's user documentation to align with newer Python and dependency versions. It revises the setup instructions in both the English and Chinese fine-tuning guides, promoting Python 3.12 as the preferred environment and ensuring that the specified ktransformers and flash-attention wheel files are compatible with this Python version and Torch 2.7. Concurrently, the core ktransformers package version is updated to 0.4.1, reflecting potential underlying changes or new features.

Highlights

  • Documentation Update: The English and Chinese user guides have been updated to recommend Python 3.12 as the default for the Kllama conda environment, replacing Python 3.10 in the primary setup instructions.
  • Dependency Alignment: The recommended pip install commands for ktransformers and flash-attention wheel files in both user guides have been updated to versions compatible with Python 3.12 and Torch 2.7.
  • Version Bump: The ktransformers package version has been incremented from 0.3.2 to 0.4.1.
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@JimmyPeilinLi JimmyPeilinLi merged commit f4fe137 into kvcache-ai:main Nov 8, 2025
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Code Review

This pull request updates the user guides to recommend Python 3.12 instead of 3.10 and bumps the package version to 0.4.1. The changes are mostly correct, but there's an inconsistency in the English documentation where Python 3.10 is still listed as a supported version in a comment, which could confuse users. I've added a comment to address this.

```shell
# 1. Create a conda environment
conda create -n Kllama python=3.10 # choose from : [3.10, 3.11, 3.12, 3.13]
conda create -n Kllama python=3.12 # choose from : [3.10, 3.11, 3.12, 3.13]
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medium

The comment still lists Python 3.10 as a supported version, which contradicts the goal of this pull request to remove it as a guide. The Chinese version of this document has already removed 3.10 from the list. For consistency and to avoid user confusion, you should also remove it here.

Suggested change
conda create -n Kllama python=3.12 # choose from : [3.10, 3.11, 3.12, 3.13]
conda create -n Kllama python=3.12 # choose from : [3.11, 3.12, 3.13]

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