Module infer 

Lag-Llama inference engine with KV caching.

Two-phase inference:

1. Prefill: full forward pass over context tokens, collects K/V cache per layer.
2. Decode: per-step single-token forward pass in pure Rust (zero Candle overhead).

Structs

LagLlamaModel