rock
03e3e8393a
The name now matches the model. `coder` serves
Qwen3-Coder-30B-A3B-Instruct, a 30.5B MoE with 3.3B active, quantized to
4-bit GPTQ. It is measured working on this node, not assumed.
Measured, on worker-1, driver 580.159.04, compute capability 7.0:
GET /v1/models -> id=coder, root=ModelCloud/Qwen3-Coder-30B-A3B-Instruct-GPTQMODEL-W4A16-A
POST /v1/chat/completions model=coder -> 200 in 3.18s,
"fn main() { println!(\"hi\"); }"
POST /v1/chat/completions model=reasoning -> 200 in 0.21s
Weights loaded in 15.61 GiB. torch.compile took 78s. The pod reached
1/1 Ready. `kubectl diff -f coder.yaml` returns empty, so the manifest
matches live state.
Two names are served on purpose: `coder` and `reasoning`. The rename
therefore needs no change to poimen-memory's LLM_MODEL, only its host.
That keeps the client working through the cutover.
Why not Qwen3-Coder-Next, the model in the original plan. It cannot run
here, and that is measured too. A v0.15.0 image on this free V100 gave:
TORCH 2.9.1+cu129
ARCH_LIST [] <- empty
RuntimeError: cudaGetDeviceCount() ... Error 803
fla: ModuleNotFoundError <- no GatedDeltaNet kernels
vLLM 0.15.0 requires compute capability 7.5 or higher and fails here
before it loads a model. Qwen3-Next's hybrid attention needs the `fla`
module, which the image does not ship. So this stays on the pinned
v0.11.0 image, which reports sm_70..sm_120 and works.
Qwen publishes this model as BF16 (61.1 GB) and FP8 only. V100 has no
FP8, and 61.1 GB does not fit 32 GB, so 4-bit GPTQ is the only form that
fits one card. The checkpoint is a community quant; the manifest says so
and names the reason.
reasoning.yaml stays listed until poimen-memory's LLM_CHAT_BASE moves
from reasoning-predictor to coder-predictor. Two GPUs are free, so coder
rolled out beside reasoning with no downtime.
25 lines
1.2 KiB
YAML
25 lines
1.2 KiB
YAML
apiVersion: kustomize.config.k8s.io/v1beta1
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kind: Kustomization
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# Explicit allowlist, matching k8s/apps/api. Anything added to this directory
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# and not listed here is silently dropped — no error, no drift shown.
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#
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# These five were adopted from live state on 2026-08-15; they had been applied
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# by hand and carried no ArgoCD ownership. Each was exported and verified with
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# `kubectl diff -f <file>` returning empty before the Application below was
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# created, so the first sync was a no-op rather than a redeploy. Re-verify that
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# way after any edit here: a GPU predictor restart is a weights reload measured
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# in tens of seconds, not a rolling update.
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resources:
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- coder.yaml
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- embeddings.yaml
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- ornith.yaml
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# reasoning stays listed only until poimen-memory's LLM_CHAT_BASE moves to
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# coder-predictor. coder already serves the name `reasoning`, so the client
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# needs no model-name change, only the host change. Drop this line after that.
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- reasoning.yaml
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- reranker.yaml
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- qwen-cpu.yaml
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- networkpolicy.yaml
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# No namespace transformer: every file sets its own, and the transformer would
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# rewrite metadata.namespace on anything cross-namespace added later.
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