Hugging Face Blog·· 14 d ago
AutoSynthData: Generating Training Data for Enterprise Agents
AutoSynthData: Generating Training Data for Enterprise Agents
AI summary
At ServiceNow CoreAI, we built AutoSynthData to turn those capability gaps into training data. It uses a target model's failures and a stronger teacher's successes to decide what the model should learn next, then generates and validates new tasks that exercise those capabilities. As the model improves, the curriculum shifts toward what it still finds difficult.
Selection record
Threshold 60Official, first-handFirst 31Second 38
Not admittedSum of both 69 < twice the threshold 120
- Source tier
- Official, first-hand; this tier's threshold is 60
- Pre-filter
- passed：介绍生成企业Agent训练数据的AI方法
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: Hugging Face Blog · huggingface.co