Zero‑VRAM LLM Guidance with Continuous‑Wave Field Layer
A new guide‑layer plugs into the token embedding stage and uses a continuous‑wave field pathway with DLPack zero‑copy to steer LLMs without allocating extra VRAM. This eliminates gradient‑graph memory and KV‑cache bloat, letting larger models run on memory‑constrained GPUs. It promises cheaper, scalable inference for commercial LLM services.