- comfy_stream: convert the transformers tree to comfy-cast streaming modules; direct-param containers (Block1D gammas) self-relocate to the compute device on attribute access
- GGUF/ConvRot quant residents stream natively, dtype-preserving
- patcher: drop force-placement workaround, pure core delegation
- vendored generate: derive stage devices from activations, not parameter residency (lies under partial offload)
- generation: place inputs on the runtime compute device
- tests: lowvram protocol, streaming parity, residents, e2e