Unverified50% confidenceFactExact time
FSM约束通过logit masking将当前状态下非法token的概率强制置为零，从而保证生成路径符合Schema语法规则
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
Related Claims
UnverifiedFSM约束通过logit masking将不合法的下一个token概率强制置为零，但将复杂Schema编译为有限状态机会带来编译耗时和内存占用上升的代价82% similarUnverifiedThe residual structure makes F=0 the default option—as long as the F(x) weights are close to zero, the residual block degenerates into an identity mapping, thereby resolving the optimization difficulty of SGD in learning identity mappings.69% similarUnverifiedOutlines 推理时将非法 token 对应的 logits 设为负无穷，使其经 softmax 后概率趋近于零，实现硬约束61% similarUnverifiedL1 regularization tends to produce sparse solutions (where many parameters are exactly zero), which is useful in feature selection.60% similarUnverifiedOutlines' constraint logic operates on the logits mask at the sampling stage, does not modify model weights, does not add extra forward passes, and the runtime overhead is close to zero.57% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/604381API
curl https://kongchang.com/api/v1/knowledge/claims/604381MCP
get_claim(id=604381)