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Add LongContext-ICL annotations#182

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Haiming94 merged 2 commits intomainfrom
LongContext-ICL-Annotation
Jan 22, 2026
Merged

Add LongContext-ICL annotations#182
Haiming94 merged 2 commits intomainfrom
LongContext-ICL-Annotation

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Summary of Changes

Hello @Haiming94, 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 and localizing the documentation for the LongContext-ICL Annotation challenge. It introduces a new, detailed Chinese guide for participants while simplifying the English overview, making the project more accessible to a broader audience and potentially centralizing detailed English information elsewhere.

Highlights

  • New Chinese Documentation Added: A comprehensive Chinese README (READMD_cn.md) has been added, detailing the setup, usage, and participation guidelines for the LongContext-ICL Annotation challenge, including environment setup, model deployment, and baseline execution.
  • English Documentation Streamlined: The existing English README (README.md) has been significantly shortened by removing detailed introductory, objective, and challenge detail sections, now focusing primarily on news and quick start information.
  • Environment Setup Update: A specific NVIDIA environment creation instruction has been removed from the 'Quick Start' section of the English README.

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Code Review

This pull request adds a Chinese version of the README and simplifies the English version. My review focuses on the documentation changes. In the new Chinese README (READMD_cn.md), I've pointed out a typo in the filename, a minor issue in a shell command, and incorrect markdown formatting for a list. For the English README.md, I've raised concerns about the removal of significant sections containing the competition's introduction, objectives, and details, which makes the document less helpful for newcomers. I also noted the removal of a useful environment setup command for NVIDIA users. Addressing these points will improve the quality and clarity of the project's documentation.

@@ -0,0 +1,70 @@
# 超长长上下文场景中LLM自动数据标注挑战赛
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high

The filename READMD_cn.md appears to contain a typo. For consistency and discoverability, it should likely be README_cn.md.

- Teams are required to submit their technical reports and complete source code to the official OpenSeek GitHub repository designated by the competition.

- For additional details, please refer to [FlagOS platform](https://flagos.io/RaceDetail?id=296fmsd8&lang=en). All competition-related information is subject to the announcements published on the official platform.
---
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high

The 'Introduction', 'Objectives', and 'Challenge Details' sections have been removed. This content provided crucial context about the competition for new users, including a link to the FlagOS platform for more details. Removing it significantly reduces the README's usefulness. Please consider restoring this information or linking to where it can be found.

```bash
hf download Qwen/Qwen3-4B --local-dir Qwen3-4B
# or
modelscope download --model Qwen/Qwen3-4B
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medium

This line has a trailing space. While it may not break the command, it's best practice to remove it to prevent potential copy-paste errors.

Suggested change
modelscope download --model Qwen/Qwen3-4B
modelscope download --model Qwen/Qwen3-4B

Comment on lines +67 to +70
* 定义新的指令模板、
* 定义新的上下文示例选择策略
* 定义新的模型推理、标注方案
* 添加自定义后处理逻辑
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medium

The markdown for this list is not formatted correctly, which prevents it from rendering as a bulleted list. There should be a space after each asterisk (*). Additionally, the trailing on the first item is unnecessary in a list format.

Suggested change
* 定义新的指令模板
* 定义新的上下文示例选择策略
* 定义新的模型推理、标注方案
* 添加自定义后处理逻辑
* 定义新的指令模板
* 定义新的上下文示例选择策略
* 定义新的模型推理、标注方案
* 添加自定义后处理逻辑

flagScale
```

On NVIDIA platforms, it is recommended to create the environment using: `cd src && bash create_env_nvidia.sh`
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medium

This helpful instruction for setting up the environment on NVIDIA platforms has been removed. Since the create_env_nvidia.sh script is still part of the project, this command is useful for users. Was the removal intentional? If not, it would be beneficial to restore it.

@Haiming94 Haiming94 merged commit ed53bb4 into main Jan 22, 2026
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