Unverified50% confidenceFactExact time
最终生成的数据集包含40032个Needle格式样本，覆盖获取天气、设置定时器、开关灯三个工具，每个工具约有130种表达变体，另加40个不使用工具的负样本
1
Sources
50%
Confidence
Long-term
Relevance
7/6/2026
First Seen
Sources
Needle: Fine-Tuning a 26M Ultralight Tool-Calling Model Locally — Full Walkthrough
bilibili薛定猫AI7/3/2026
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