Docs.rs

Ferric L2 — a general N-dimensional tensor runtime on the GPU fabric: arbitrary rank, strided views, broadcasting, general reductions, batched matmul (dtypes + autograd next).

CLI for DFU-restoring Apple Silicon Macs

Shared daemon query DSL and protocol DTOs for code-moniker.

USB wire protocol shared by RecoverKit dongle firmware and the restorekit SDK

Ferric: pure-Rust cross-fabric AI compute. L0/L1 — portable device + kernel dispatch on wgpu (WebGPU/Vulkan/Metal/DX12), with a validated transformer kernel set (matmul, attention, RoPE, RMSNorm, SwiGLU).

Ferric tokenizer — a pure-Rust byte-level BPE (GPT-2/tiktoken family): lossless encode/decode, loads vocab.json + merges.txt. The prompt→ids→text glue for end-to-end LLM use.

Ferric GGUF reader — pure-Rust parser for the llama.cpp GGUF container + dequantizers for F32/F16/Q8_0/Q4_0/Q4_K (k-quant). Unlocks the entire llama.cpp/HF quantized-model corpus.

Ferric weight loading — a pure-Rust safetensors reader (F32/F16/BF16/F64 → f32). How real Llama/SmolVLA checkpoints enter the ecosystem.

Naming convention validator plugin for OntoCore

Dense nonlinear optimization in Rust with BFGS, Newton trust-region, and ARC.

Plugin manifest discovery for OntoCore (v0.14 host foundation)

Layered, provenance-aware configuration for Imagegen Bridge

Provider orchestration and durable state for Imagegen Bridge

Experimental Codex OAuth Responses image provider

Codex app-server provider for Imagegen Bridge