vh
6851ecbd0b
meromero-rp sized its KV from --gpu-memory-utilization, and vLLM's profile counts co-booting neighbours as its own non-torch memory. Three boots gave 20.37 / 26.74 / 29.04 GiB of KV, and the 2026-10-05 Docker-move restart cut GPU 1 free memory to 3,981 MiB, below intern-decision's 32k-token budget. Coder read negative KV on every co-boot. Both are now pinned, so util only gates the boot check (meromero util 0.52 -> 0.47, just above its footprint). GPU 0 plateaus at ~60 MiB free 1-2 days after a boot (Beszel), so gen-small's KV drops to 5.5 GiB (461,215 tokens, 1.76x) and parakeet-nemo stays on GPU 0 with room for its 3,840 MiB cap. GPU 3 stays clear. Applied with playbooks/fv-ml1-kv-pin-20261005.yaml: GPU 1 free 3,981 -> 11,801 MiB, GPU 0 495 -> 5,039 MiB right after boot; all nine seats healthy.
47 lines
2.4 KiB
Bash
47 lines
2.4 KiB
Bash
# gen-small-seat — Qwen3.6-35B-A3B Heretic (llmfan46), fv-ml1 GPU 0, :8026.
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# Copy to .env on the host at /opt/docker/compose/gen-small-seat/.env.
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GEN_SMALL_IMAGE=vllm/vllm-openai:nightly-e9d1398d9edfd90fcc1cf783805240e3effec013
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API_KEY=
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# ── Placement ── shares GPU 0 with cyberprev (sec). KV pinned in bytes so the two
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# co-resident seats don't fight over a util fraction.
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GEN_SMALL_GPU_ID=0
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GEN_SMALL_PORT=8026
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GEN_SMALL_CONTAINER_NAME=vllm-gen-small
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# ── Model ── llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-NVFP4-Experts-Only
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# Heretic v1.3.0 (MPOA); modelopt NVFP4 experts-only; 19 MTP preserved.
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GEN_SMALL_MODEL=/tank/aimodels/qwen36-35b-a3b-heretic-nvfp4
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GEN_SMALL_QUANT=modelopt_fp4
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GEN_SMALL_SERVED_NAME=gen-small
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GEN_SMALL_SERVED_NAME_THINK=gen-small-thinking
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# ── Memory ── FIRST-BOOT values, expected to be tuned to a sane concurrency band
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# (1.2-2.5x) by reading the boot log. A3B attention + fp8 KV is cheap, so 8 GiB likely
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# over-provisions; pin down after the first boot reports its token count.
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# 2026-10-01: 0.33 live (.env on fv-ml1). The KV is byte-pinned by GEN_SMALL_KV_CACHE_MEMORY, so util only sets
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# the boot check (Free at start must be >= util x total). Lowering it freed GPU 0 slack for parakeet-nemo
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# at zero KV cost (still 670,142 tokens / 2.56x). Before ANY restart, check the arithmetic:
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# util x 95.6 GiB <= measured Free + this seat's own resident memory. Do not trial-boot.
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# 2026-10-05 (Prime): KV 8 -> 5.5 GiB (~461k tokens, ~1.76x) so parakeet-nemo can stay on GPU 0.
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# The "Free ~1.05 GB at rest" on 10-01 was a just-after-restart read: per Beszel the card plateaus
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# at ~60 MiB free after 1-2 days of creep. 2.5 GiB back covers parakeet's hard cap (MEM_CAP_MIB
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# 3840, i.e. +1,732 MiB over its 2,108 rest) with ~0.9 GB spare at the plateau.
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GEN_SMALL_GPU_MEM_UTIL=0.33
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GEN_SMALL_KV_CACHE_MEMORY=5905580032
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GEN_SMALL_MAX_MODEL_LEN=262144
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GEN_SMALL_MAX_NUM_SEQS=16
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GEN_SMALL_MAX_NUM_BATCHED_TOKENS=4096
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GEN_SMALL_KV_CACHE_DTYPE=fp8
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# ── Speculative decoding ── MTP k=3. ⚠ Verify acceptance on THIS build (abliteration can
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# desync MTP; MoE MTP has its own failure modes). Delete both --speculative-config lines
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# in the compose to disable.
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GEN_SMALL_SPEC_CONFIG={"method": "qwen3_5_mtp", "num_speculative_tokens": 3}
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GEN_SMALL_REASONING_PARSER=qwen3
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GEN_SMALL_REASONING_EFFORT=medium
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GEN_SMALL_TOOL_PARSER=qwen3_xml
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GEN_SMALL_ALLOC_CONF=
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