Unverified50% confidenceFactExact time
Outlines、llama.cpp的grammar sampling、vLLM的guided decoding等开源框架提供约束解码能力
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/15/2026
First Seen
Valid until: 10/13/2026
Sources
Related Claims
Unverified开源库Outlines、Guidance采用受限解码(Constrained Decoding)技术,在推理时直接干预Token采样78% similarUnverified约束解码(Constrained Decoding)从采样层面保证输出必然符合指定的JSON Schema或正则表达式,典型开源实现有Outlines、Guidance、LM Format Enforcer76% similarUnverifiedNVIDIA开发者博客近期发表了一篇关于语法约束解码(Grammar-Constrained Decoding, GCD)的技术文章,探讨如何在解码阶段施加语法约束以提升小型语言模型生成Bash代码的质量70% similarUnverified语法约束解码的核心方法是在模型逐token生成输出过程中,利用上下文无关文法(CFG)过滤不合法的token选项,将不合法token的logits设为负无穷70% similarUnverified编译后的图遵循LCEL(LangChain Expression Language)规范,统称Runnable,统一暴露invoke、stream、batch接口69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/520745API
curl https://kongchang.com/api/v1/knowledge/claims/520745MCP
get_claim(id=520745)