Build llama.cpp from source with SM 120 CUDA kernels and FORCE_CUBLAS for RTX 5070 Blackwell. Rewrite OrpheusEngine to stream tokens via SSE and decode SNAC in overlapping 28-token batches (4 frames), replacing the blocking requests+stream:false approach. Performance: 13.5 → 170-213 tok/s. 100s audio generates in ~48s (2x faster than realtime). Replaces requests with httpx async client. Also switch MCP transport to stateless_http mode so container restarts don't invalidate client sessions.
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