Repository: modelscope/evalscope
Issue: livecodebench 不能使用
Root cause: Documentation Deficiency

## 自查清单
下载了livecodebench数据集，但是使用报错，其他数据集可以正常使用
使用命令为
 evalscope eval   --model Qwen/Qwen3-Coder-30B-A3B-Instruct   --eval-type openai_api   --api-url https://api.siliconflow.cn/v1/chat/completions   --api-key sk-fz   --datasets live_code_bench  --dataset-hub Local   --dataset-args '{"live_code_bench": {"local_path": "./live_code_bench","start_date": null,"end_date": null,"debug": false}}'   --dataset-dir ./data   --limit 10   --generation-config '{"max_tokens": 512, "temperature": 0.1, "top_p": 0.95}'   --work-dir ./humaneval_result

Traceback (most recent call last):
  File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Scripts\evalscope.exe\__main__.py", line 6, in <module>
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\cli\cli.py", line 27, in run_cmd
    cmd.execute()
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\cli\start_eval.py", line 32, in execute
    run_task(self.args)
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\run.py", line 28, in run_task
    return run_single_task(task_cfg, run_time)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\run.py", line 41, in run_single_task
    result = evaluate_model(task_cfg, outputs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\run.py", line 144, in evaluate_model
    res_dict = evaluator.eval()
               ^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\evaluator\evaluator.py", line 94, in eval
    dataset_dict = self.benchmark.load_dataset()
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 62, in load_dataset
    self.test_dataset, self.fewshot_dataset = self.load()
                                              ^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 78, in load
    return self.load_from_disk()
           ^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 119, in load_from_disk
    return self.load_from_remote()
           ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 89, in load_from_remote
    test_dataset = self.load_subsets(test_load_func)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 215, in load_subsets
    subset_data = load_func(subset)
                  ^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\benchmark\adapters\default_data_adapter.py", line 248, in load_subset
    dataset = loader.load()
              ^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\evalscope\api\dataset\loader.py", line 106, in load
    dataset = datasets.load_dataset(
              ^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\datasets\load.py", line 2062, in load_dataset
    builder_instance = load_dataset_builder(
                       ^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\datasets\load.py", line 1819, in load_dataset_builder
    builder_instance: DatasetBuilder = builder_cls(
                                       ^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\datasets\builder.py", line 343, in __init__
    self.config, self.config_id = self._create_builder_config(
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Admin\AppData\Local\Programs\Python\Python312\Lib\site-packages\datasets\builder.py", line 570, in _create_builder_config
    raise ValueError(
ValueError: BuilderConfig 'release_latest' not found. Available: ['default']



<img width="834" height="64" alt="Image" src="https://github.com/user-attachments/assets/7f6b21f2-05de-402d-b27e-308ed0f56c06" />

在提交 issue 之前，请确保您已完成以下步骤:
- [ ] 我已仔细阅读了[相关使用说明文档](https://evalscope.readthedocs.io/zh-cn/latest/get_started/parameters.html)
- [ ] 我已查看了[常见问题解答](https://evalscope.readthedocs.io/zh-cn/latest/get_started/faq.html)
- [ ] 我已搜索并查看了现有的 issues，确认这不是一个重复的问题

## 问题描述

请简要描述您遇到的问题。

## EvalScope 版本（必填）
v1.0.1

## 使用的工具
- [ ] Native / 原生框架
- [ ] Opencompass backend
- [ ] VLMEvalKit backend
- [ ] RAGEval backend
- [ ] Perf / 模型推理压测工具
- [ ] Arena / 竞技场模式

## 执行的代码或指令

请提供您执行的主要代码或指令。

## 错误日志

请粘贴完整的错误日志或控制台输出。

## 运行环境

- 操作系统：
- Python版本：

## 其他信息

如果有其他相关信息，请在此处提供。


请问你是在哪里下载的数据集

> 请问你是在哪里下载的数据集
通过命令下载modelscope download --dataset  AI-ModelScope/code_generation_lite --local_dir ./live_code_bench
命令来源https://modelscope.cn/datasets/AI-ModelScope/code_generation_lite/files

<img width="1740" height="819" alt="Image" src="https://github.com/user-attachments/assets/f4e9c79b-d531-42d2-b564-2caafdecdddc" />

这个数据集要通过py脚本来加载，但datasets的逻辑是py脚本的名称要和数据集一致，所以你需要把本地文件夹从live_code_bench 改为 code_generation_lite

> 感谢你的反馈！我们将关闭此问题。如果您有任何疑问，请随时重新打开它。如果EvalScope对您有所帮助，欢迎给我们点个STAR以示支持，谢谢！