Snapkitty/

sovereign-xml-compiler

Natural language → valid XML system prompts in one shot. Ahmad Ali Parr · SnapKitty Collective · 2026 Zero correction iterations. Uses logit gating at the tokenization layer. The model physically cannot output invalid XML.

	Three Operating Modes




	


	1. GBNF Constrained Decoding

Grammar-based token masking at the softmax layer. For any token that violates the XML grammar: P(token | grammar) = 0. 100% valid XML in one pass. No retry… See the full description on the dataset page: https://huggingface.co/datasets/Snapkitty/sovereign-xml-compiler.