gemma4d-dynamic-adapters

name	gemma4d-dynamic-adapters
description	Use for dynamic LoRA/QLoRA adapter import, validation, loading, routing, adapter-aware KV cache keys, aLoRA planning, and adapter memory residency.

Gemma4D Dynamic Adapters

Trigger

Use for PEFT/MLX-LM adapter import, LoRA/QLoRA routing, adapter manifests, adapter memory management, or adapter-aware cache behavior.

Rules

• Trusted local paths only in MVP.
• Prefer safetensors.
• Reject base/tokenizer/template mismatches.
• Reject unexpected modules_to_save unless explicitly allowed.
• Standard LoRA KV namespaces cannot be shared across adapters.
• MTP disabled with adapters until per-adapter exactness passes.

Required evidence

• Adapter manifest.
• Shape validation result.
• Load/unload behavior.
• Cache namespace isolation test.
• Memory and load latency.