Comments (2)
hanyullai
commented on July 28, 2024
你好！我们微调检索器数据的Query来自ELI5，Reference来自搜索引擎检索，并根据GPT-3是否采用作为标签构造的。详细构造细节可见我们的论文 (https://arxiv.org/abs/2306.07906)
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ZhaoyingAC
commented on July 28, 2024
你好！我们微调检索器数据的Query来自ELI5，Reference来自搜索引擎检索，并根据GPT-3是否采用作为标签构造的。详细构造细节可见我们的论文 (https://arxiv.org/abs/2306.07906)
训练数据的一条样本是<query，postive，negative>。根据论文里介绍的，每个query有5个检索模型排序靠前的reference，假设这5个里面GPT-3会选3个作为正例，2个作为负例。想请教如何根据这部分数据转成<query, pos, neg>的形式，这里负例比正例少1个，是把候选扩展找到新的负例还是随机挑选一个负例。
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Related Issues (20)
- 关于论文中的table 2所用到的数据。
- 配置项添加 HOT 1
- 验证时缺少config文件夹 HOT 1
- When i python cli_demo.py -w THUDM/WebGLM-2B then error come out HOT 2
- Scorer 模型和数据
- 微调的数据集构造格式？
- 在运行web_demo时抛异常，页面一直LOADING，烦请帮忙处理。 HOT 3
- retriever训练数据如何构造
- 无法运行：export WEBGLM_RETRIEVER_CKPT=./download/retriever-pretrained-checkpoint环境变量 HOT 2
- 检索器模型路径不存在
- Task exception was never retrieved
- 生成器是如何采样的呢？原论文介绍生成器会做采样生成k个answer, score模块对k个answer打分，取出最高得分的数据作为最终answer. 代码仓库中缺少采样过程。How is the generator sampled?
- 在jupyter运行cli_demo.py里面的代码时遇到RuntimeError: This event loop is already running
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- 运行报错 TypeError: expected str, bytes or os.PathLike object, not NoneType HOT 6
- citation_correction中get ideal citation方面问题
- linux环境下， playwright install 安装后依然无法运行 cli_demo.py
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