Hacker NewsHN submitter: coffeemug
Original published:

Fixing Tool-Call Accuracy in vLLM

Fixing Tool-Call Accuracy in vLLM

The article explains how to achieve 100% tool call schema accuracy with Kimi and DeepSeek models by utilizing the constrained decoding feature introduced in vLLM 0.31.

Key points

  • •Inaccurate tool calls cause models to build up nonsensical context.
  • •Constrained decoding, added in vLLM 0.31, is a technique that guarantees schema adherence.
  • •Enabling this feature allows newer Kimi and DeepSeek models to reach 100% schema accuracy.
#LLM / Model Trends#Generative AI Tools & Use#vLLM#Kimi#DeepSeek
See more