cmf: parallelise the managed local server (CMF_THREADS)
The gateway spawned `cortiq serve` with no thread hint, so the runtime ran the decode loop single-threaded (~0.25 tok/s on a 15B CPU model). Export CMF_THREADS from a new [cmf].threads config field (default 8) in spawn_serve. Measured: 0.25 -> 0.81 tok/s (~3.2x) on qwopus-vbit7 (15B). Scaling is sublinear (GatedDeltaNet state recurrence is serial per token, Amdahl-bound); a real jump needs the GPU path.
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@@ -111,6 +111,11 @@ pub struct CmfCfg {
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/// the router and any external providers ("use only local models").
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#[serde(default)]
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pub local_only: bool,
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/// Worker threads for the managed `cortiq serve` (exported as `CMF_THREADS`).
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/// 0 = let the runtime decide; N>1 parallelises decode matvecs across N cores
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/// (measured ~2.8x faster than serial on a 15B model). Default 8.
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#[serde(default = "default_cmf_threads")]
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pub threads: usize,
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}
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impl Default for CmfCfg {
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fn default() -> Self {
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@@ -129,9 +134,13 @@ impl Default for CmfCfg {
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local_port: default_cmf_local_port(),
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model_id: default_cmf_model_id(),
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local_only: false,
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threads: default_cmf_threads(),
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}
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}
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}
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fn default_cmf_threads() -> usize {
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8
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}
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fn default_cortiq_bin() -> String {
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"cortiq".into()
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}
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