Skill Packages

Adapter Sidecars: ADP1, ASP1, and ALR1

TinyRustLM treats adapters as typed local sidecars that must be verified, semantically preflighted by Rust, and applied before generation.

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Adapter families

The project defines three adapter lanes: ADP1 raw f32 task deltas, ASP1 sparse f32 task deltas, and ALR1 low-rank task deltas. Each exists to update model behavior without shipping an entire replacement .slm artifact.

ADP1 raw delta
ASP1 sparse delta
ALR1 low-rank delta
Manifest-bound artifacts

Rust validation before apply

The browser may fetch and checksum adapter bytes, but Rust remains the authority for semantic validation. validate_adapter_delta checks tensor identity, tokenizer identity, layout checksum, shape compatibility, finite values, sparse bounds, and low-rank dimensions before apply_adapter_delta mutates model state.

validate before apply
Reject incompatible packages
Clear KV cache after success
Record adapter diagnostics

Auto-assembly

Generated roots can declare a receipt-preferred adapter stack. The browser verifies module plans, adapter-family receipts, adapter manifests, artifact byte counts, and stack budgets before Rust validation and application. Generation is authorized only after the declared stack reaches the required state.

1 MiB adapter auto-apply budget
Module-plan phases
Family receipt verification
Stack preflight

Plain PHP deployment notes

No WordPress bootstrap, theme system, database requirement, composer package, npm build, CDN script, Bootstrap class dependency, or jQuery dependency.

Routes are handled by index.php and server rewrites. Core content lives in data/pages.php. HTML and Markdown share the same page data.

Upload the package to the subdomain root, point Apache/Nginx to the folder, and keep .htaccess enabled for clean routes on Apache.