0ea77690a0
Root cause of ALL failures: we overwrite base image's production code with our inferior versions, breaking multimodal, killing C++ kernel performance, and causing engine death. Comp 168 evidence (48/52 pass, score=60194): - Uses base image qwen3_5.py (81706B) with full multimodal + CoreX integration - Uses base image corex_gdn/moe/fa2.py with real C++ kernels (libcorex_gdn.so) - Uses base image _custom_ops.py (ERROR spam is harmless) - d01: 8.49s, d05 multimodal: PASS, t13 base64 image: PASS Our sub 508 (21/52 pass, score=0): - Overwrites qwen3_5.py → NO multimodal → engine death on image request - Overwrites corex_*.py → Python fallback → d01: 95.87s (11x slower) - Overwrites _custom_ops.py → may break base fallback chain Changes: 1. patch_ops.sh: qwen3_5.py — KEEP base if >1000 bytes (was: ALWAYS overwrite) 2. patch_ops.sh: corex_*.py — KEEP base if >500 bytes (was: ALWAYS overwrite) 3. patch_ops.sh: _custom_ops.py — KEEP base always (was: ALWAYS overwrite) 4. computility-run.yaml: match comp 168 exactly: - max_model_len: 80000 → 256000 - gpu_memory_utilization: 0.95 → 0.9 - max_num_seqs: 2 → 1 - REMOVE chunked_prefill + batched_tokens - REMOVE limit-mm-per-prompt (base image handles it)
47 lines
1.1 KiB
YAML
47 lines
1.1 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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- '0.9'
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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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- '1'
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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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- --max-seq-len-to-capture
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- '8192'
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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:/usr/local/corex/lib64/python3/dist-packages/ixformer
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- name: PYTORCH_CUDA_ALLOC_CONF
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value: max_split_size_mb:512
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- name: OMP_NUM_THREADS
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value: '1'
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