Production-grade GBNF grammar-constrained decoding for LLMs. Zero dependencies, no unsafe code, pure Rust.
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Updated
Aug 26, 2026 - Rust
Production-grade GBNF grammar-constrained decoding for LLMs. Zero dependencies, no unsafe code, pure Rust.
Local-first agentic inference engine in C/C++. Multi-tier model routing, grammar-constrained output, MCP tool servers. Embeddable via C ABI.
Alert Radar — customizable market alert system (RSI, price, %-change, MA cross) with email delivery via Resend
A highly-decoupled, low-latency style dictionary API engine designed to deprecate hardcoded string arrays using grammar-constrained 1.5B SLM infrastructure with multi-tenant semantic isolation.
Hybrid neurosymbolic stack for modeling semiconductor process-flow sequences (Infineon / Zero One Hack_01). Symbolic rule validator + grammar-constrained decoder + k-NN retrieval + compositionally-tokenized multi-task transformer with validity & rule-attribution heads. Trained from scratch on EuroHPC Leonardo.
Grammar-conditioned sparse LM-head projection for exact structured LLM decoding; Triton runtime, raw evidence, and reproducible Qwen3.5-2B benchmarks.
Twenty Raspberry Pi projects that pair a small local language model with a two-line control rule and publish the agreement table between them. Honest tokens-per-second figures measured on the boards, llama.cpp pinned at one tag, C, C++, Rust or Python chosen per project. A project where the model adds nothing is a valid result.
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