Checkpoint loader and builder for the Spaces protocol.
opaque data structures which manage rewritable scratch space
Senior SysAdmin, Network Admin, Data Analyst, and Software Engineer living in your terminal. A high-precision local AI agent harness for LM Studio, Ollama, and other local OpenAI-compatible runtimes that runs 100% on your own silicon. Reads repos, edits files, runs builds, inspects full network state and workstation telemetry, and runs real Python/JS for data analysis.
AXON — the formal cognitive language: a deterministic, proof-carrying AI runtime. Native Rust lexer/parser/type-checker/IR generator (re-exported from axon-frontend) plus the runtime: typed channels (π-calculus mobility, capability extrusion), algebraic effects via Free Monad CPS handlers, lease kernel + reconcile loop, the Epistemic Security Kernel, Trust Types, Proof-Carrying Code (independently verifiable proof objects), and the closed-catalog extension mechanism. Crate publishes as `axon-lang`; library import is `use axon::*` so existing call sites keep working unchanged.
Local GraphRAG memory for LLMs in a single SQLite file
A space-efficient Merkle tree with witnessing of marked leaves, checkpointing & state restoration.
Mamba SSM and Mamba-3 SISO in Rust with optional CUDA GPU acceleration. Inference and training (BPTT through SSM state, AdamW), CPU + GPU paths, custom CUDA kernels, CUDA Graph capture, f32 / bf16 / f16. Batch-invariant bf16 inference — per-row output is bit-identical across batch sizes.
Embeddable Aggregate Management System for Streams and Queries
A space-efficient Merkle tree designed for linear appends with witnessing of marked leaves, checkpointing & state restoration.
Local GraphRAG memory for LLMs in a single SQLite file
Per-title encoding pipeline with convex hull analysis for viser
An okay Write-Ahead Log implementation