cafd34fe4a
THE OTHER CLAUDE'S COMMIT (5b8d7c6) IS WRONG. IT DEPLOYS ALL CUSTOM FILES.
Docker log evidence proves this is the root cause of ALL our failures:
Sub168 (07-23, PASS all d-tests):
corex_gdn.py:56 'Loaded fused CoreX GDN decode operator'
corex_moe.py:339 'Using CoreX fused MoE prefill: expert-grouped-wmma'
model_runner.py:1074 (BASE IMAGE native)
weights: 17.3529 GB
NaN: 0 times
Our Sub508 (08-07, 41.2%):
NO corex_gdn loading
model_runner.py:1119 (OUR CUSTOM — wrong)
weights: 16.2303 GB (1.1GB MISSING)
NaN: 16 times, FusedMoE fail: 19 times
Our custom qwen3_5.py REPLACES the base image's CoreX-accelerated model
with pure-PyTorch code that:
- Produces 99.98% NaN in every GatedDeltaNet layer
- Falls back to Python MoE loop (base image uses WMMA hardware)
- Loses 1.1GB of weights (broken load_weights function)
THIS COMMIT: deploy ONLY serving layer, keep base image model intact.
computility-run.yaml: exact Sub168 params (256K, 0.95, seqs=2, chunked).
54 lines
1.4 KiB
YAML
54 lines
1.4 KiB
YAML
concurrency: 1
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command:
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- python3
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- -m
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- vllm.entrypoints.openai.api_server
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- --model
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- /model
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- --served-model-name
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- llm
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- --max-model-len
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- '256000'
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- --gpu-memory-utilization
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- '0.95'
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- --trust-remote-code
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- -tp
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- '4'
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- --max-num-seqs
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- '2'
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- --max-num-batched-tokens
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- '4096'
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- --disable-log-requests
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- --disable-frontend-multiprocessing
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- --enforce-eager
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- --enable-auto-tool-choice
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- --tool-call-parser
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- qwen3_coder
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- --reasoning-parser
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- qwen3
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- --enable-prefix-caching
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- --enable-chunked-prefill
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- --dtype
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- half
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env:
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- name: VLLM_ENGINE_ITERATION_TIMEOUT_S
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value: '3600'
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- name: VLLM_ATTENTION_BACKEND
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value: XFORMERS
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- name: ENABLE_CUSTOM_IPC
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value: '1'
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- name: PYTHONPATH
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value: /usr/local/corex/lib/python3/dist-packages:/usr/local/corex/lib64/python3/dist-packages
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- name: LD_LIBRARY_PATH
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value: /usr/local/corex/lib64:/usr/local/openmpi/lib
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- name: VLLM_COREX_FA2_LIBRARY
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value: /usr/local/corex/lib64/libcorex_fa2.so
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- name: VLLM_COREX_GDN_LIBRARY
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value: /usr/local/corex/lib64/libcorex_gdn.so
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- name: VLLM_COREX_MOE_LIBRARY
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value: /usr/local/corex/lib64/libcorex_moe.so
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- name: VLLM_REQUEST_METRICS_FILE
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value: /tmp/vllm-request-metrics.jsonl
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- name: VLLM_CACHE_BLOCK_SIZE
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value: '16'
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