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Ecosystem

Raul Cardenas Montoya edited this page Sep 17, 2026 · 3 revisions

Ecosystem

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Crate Role
engram-parser (this) Canonical zero-dep GGUF v3 parse + per-expert raw MoE weights; feature-gated Safetensors metadata/manifest/discovery
cortex-tensor Tensor math, dequant, routing, family adapters (consumer of extracted weights)
hybrid-fusion ANN→SNN orchestration
neuromod SNN dynamics
myelin-accelerator Reusable CUDA kernels
corinth-canal Experimental end-to-end SAAQ lab — one-way copy into this crate, no dependency

Safetensors ownership (reverses #10 in #57): safetensors support ships in this crate behind the off-by-default safetensors cargo feature — not as a separate safetensors-parser crate. The reusable surface was promoted one-way from corinth-canal's reference implementation (discovery/json/paths/manifest/validate); Corinth-specific config.json policy and payload mmap were not ported.

Corinth adoption path: under the Corinth promotion program (corinth-canal#161), corinth-canal retargets its safetensors inspect half at this crate's feature, and may adopt it as a dependency (removing its replaceable local copy) once semantic, payload-boundary, mmap/performance, and parity gates pass. Hard invariant: engram-parser never depends on corinth-canal.

Boundary matrix: Linear LIM-9. Tracking: issues #4 (boundary), #7 (GGUF extraction completeness), #10 (Safetensors), #61 (README consistency), #45 (mmap + K-quant).

cortex-tensor's in-tree GGUF reader is frozen for parser enhancements while this crate owns the canonical path.

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Last updated: September 16, 2026 Updated by: KAI Package tip reference: 3dea2c3 (main)

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