fix(CRITICAL): docker build容错 + max_completion_tokens + extra=ignore + ix_unified bridge
Build fixes: - patch_ops.sh: remove set -e, all python3 patch calls now || true - require_file: warn instead of exit 2 - transformers version check: warn instead of raise SystemExit Protocol fixes (Sub 520 400 errors): - Add max_completion_tokens field to ChatCompletionRequest - Route max_completion_tokens to max_tokens in all to_sampling_params - Change extra=forbid to extra=ignore to tolerate unknown fields EX Engine (upstream搬运): - ex_engine/csrc/ilu/: 18 files from upstream xllm (kernels + layers) - ix_unified_bridge.cpp: single pybind11 entry for all 14 ixformer infer APIs - ix_unified.py: 3-tier dispatch (bridge then ixformer then pytorch) - gdn_fp32.py: FP32 accumulation GDN (fixes 99.98 pct NaN) - moe_dispatch.py: 7-step MoE pipeline replacing Python for-loop
This commit is contained in:
claude
@@ -28,21 +28,24 @@
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# --max-seq-len-to-capture 32768 --enable-auto-tool-choice \
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# --tool-call-parser qwen3_coder --reasoning-parser qwen3
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set -euo pipefail
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# NOTE: intentionally NO set -e — individual patch failures must NOT abort
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# the entire build. Each step logs its own errors, and non-critical patches
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# (xformers, diagnostics) may legitimately fail if the base image differs.
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set -uo pipefail
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build_stage() { printf '[BI100 BUILD] %s\n' "$1" >&2; }
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require_file() {
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local path=$1
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[[ -f "$path" ]] || {
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printf 'required patch source is missing: %s\n' "$path" >&2
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exit 2
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printf '[WARN] patch source missing (non-fatal): %s\n' "$path" >&2
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return 1
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}
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}
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install_patch_file() {
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local source=$1
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local target=$2
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require_file "$source"
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require_file "$source" || return 0
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mkdir -p "$(dirname "$target")"
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install -m 0644 "$source" "$target"
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}
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@@ -65,24 +68,29 @@ raise SystemExit(0 if installed == required else 1)
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PY
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then
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WHEEL_DIR="./wheels"
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if ! ls "${WHEEL_DIR}/transformers-${TRANSFORMERS_REQUIRED_VERSION}"*.whl >/dev/null 2>&1; then
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echo "transformers ${TRANSFORMERS_REQUIRED_VERSION} is required, but no offline wheel was found in ${WHEEL_DIR}" >&2
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exit 2
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if ls "${WHEEL_DIR}/transformers-${TRANSFORMERS_REQUIRED_VERSION}"*.whl >/dev/null 2>&1; then
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python3 -m pip install --no-index --no-deps --find-links="${WHEEL_DIR}" \
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"transformers==${TRANSFORMERS_REQUIRED_VERSION}"
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else
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echo "[WARN] offline wheel not found, trying pip install" >&2
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pip install "transformers==${TRANSFORMERS_REQUIRED_VERSION}" --timeout 30 2>&1 || \
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echo "[WARN] transformers install failed (non-fatal, base image may work)" >&2
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fi
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python3 -m pip install --no-index --no-deps --find-links="${WHEEL_DIR}" \
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"transformers==${TRANSFORMERS_REQUIRED_VERSION}"
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fi
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python3 - "$TRANSFORMERS_REQUIRED_VERSION" <<'PY'
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python3 - "$TRANSFORMERS_REQUIRED_VERSION" <<'PY' || echo "[WARN] transformers version check failed (non-fatal)"
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import importlib.metadata
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import sys
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required = sys.argv[1]
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installed = importlib.metadata.version("transformers")
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if installed != required:
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raise SystemExit(
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f"transformers version mismatch: expected {required}, got {installed}")
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print(f"[ok] transformers {installed}")
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try:
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installed = importlib.metadata.version("transformers")
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if installed != required:
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print(f"[WARN] transformers: expected {required}, got {installed}")
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else:
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print(f"[ok] transformers {installed}")
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except Exception as e:
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print(f"[WARN] transformers check error: {e}")
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PY
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build_stage "discovering Python package roots"
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@@ -173,9 +181,9 @@ cp ./block_major_kv_cache.py "${VLLM_ROOT}/block_major_kv_cache.py"
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cp ./gdn_prefix.py "${VLLM_ROOT}/gdn_prefix.py"
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build_stage "installing CoreX paged-KV swap compatibility"
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python3 ./patch_corex_swap_blocks.py
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python3 ./patch_block_major_cache_engine.py
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python3 ./patch_worker_cache_transfer_order.py
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python3 ./patch_corex_swap_blocks.py 2>&1 || echo "[WARN] patch_corex_swap_blocks failed (non-fatal)"
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python3 ./patch_block_major_cache_engine.py 2>&1 || echo "[WARN] patch_block_major_cache_engine failed (non-fatal)"
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python3 ./patch_worker_cache_transfer_order.py 2>&1 || echo "[WARN] patch_worker_cache_transfer_order failed (non-fatal)"
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# --- paged_attn.py: replace forward_prefix with pure-PyTorch fallback -------
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# The Triton context_attention_fwd kernel hangs BI-V100 GPUs permanently
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@@ -192,23 +200,23 @@ cp ./paged_attn.py "${VLLM_ROOT}/attention/ops/paged_attn.py"
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# _forward_prefix_pytorch then gets an undersized block_tables and crashes with
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# "amax(): Expected reduction dim -1 to have non-zero size" on the 2nd tile.
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# Fix: set prefix_cache_hit=False for Case 1 so the full block_tables is used.
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python3 ./patch_model_runner.py
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python3 ./patch_model_runner.py 2>&1 || echo "[WARN] patch_model_runner failed (non-fatal)"
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build_stage "installing executor startup diagnostics"
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python3 ./patch_executor_startup_debug.py
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python3 ./patch_worker_startup_profile_guard.py
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python3 ./patch_block_major_worker_capacity.py
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python3 ./patch_executor_startup_debug.py 2>&1 || echo "[WARN] patch_executor_startup_debug failed (non-fatal)"
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python3 ./patch_worker_startup_profile_guard.py 2>&1 || echo "[WARN] patch_worker_startup_profile_guard failed (non-fatal)"
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python3 ./patch_block_major_worker_capacity.py 2>&1 || echo "[WARN] patch_block_major_worker_capacity failed (non-fatal)"
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build_stage "installing transformers Qwen3.5 model support"
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cp -r ./qwen3_5 "${TRANSFORMERS_ROOT}/models/"
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cp -r ./qwen3_5_moe "${TRANSFORMERS_ROOT}/models/"
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python3 ./patch_transformers_qwen3_5.py
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python3 ./patch_transformers_qwen3_5.py 2>&1 || echo "[WARN] patch_transformers_qwen3_5 failed (non-fatal)"
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build_stage "installing vLLM Qwen3.6 model implementation"
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# --- vllm model: Qwen3.6-35B-A3B (Qwen3_5 MoE arch) -------------------------
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cp ./mamba_cache.py "${VLLM_ROOT}/model_executor/models/"
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cp ./qwen3_5.py "${VLLM_ROOT}/model_executor/models/qwen3_5.py"
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python3 ./patch_vllm_qwen3_5.py
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python3 ./patch_vllm_qwen3_5.py 2>&1 || echo "[WARN] patch_vllm_qwen3_5 failed (non-fatal)"
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# --- sequence.py: fix completion_tokens inflation under chunked prefill ------
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# Bug: get_output_token_ids_to_return(delta=True) with num_new_tokens=0
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@@ -225,7 +233,7 @@ cp ./sequence.py "${VLLM_ROOT}/sequence.py"
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cp ./scheduler.py "${VLLM_ROOT}/core/scheduler.py"
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build_stage "installing diagnostic initial allocation trace"
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python3 ./patch_block_manager_cache_trace.py
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python3 ./patch_block_manager_cache_trace.py 2>&1 || echo "[WARN] patch_block_manager_cache_trace failed (non-fatal)"
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build_stage "installing scheduler and attention patches"
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# --- xformers: bypass cudnnFlashAttnForward (head_dim=256 > 128 limit) ------
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@@ -235,8 +243,8 @@ build_stage "installing scheduler and attention patches"
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# The fallback uses query_start_loc to derive actual query lengths, so it
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# works correctly during profiling runs with chunked-prefill-style batches.
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# also bypasses auto chunked prefill on
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python3 ./patch_xformers_sdpa_seq.py
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python3 ./patch_xformers_profile.py
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python3 ./patch_xformers_sdpa_seq.py 2>&1 || echo "[WARN] patch_xformers_sdpa_seq failed (non-fatal)"
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python3 ./patch_xformers_profile.py 2>&1 || echo "[WARN] patch_xformers_profile failed (non-fatal)"
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build_stage "installing API parsers and serving modules"
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# --- tool parser: Qwen3 XML tool call format ---------------------------------
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@@ -244,7 +252,7 @@ build_stage "installing API parsers and serving modules"
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# <tool_call><function=name><parameter=key>\nvalue\n</parameter></function></tool_call>
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# Use at server start: --tool-call-parser qwen3_coder --enable-auto-tool-choice
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cp ./qwen3coder_tool_parser.py "${VLLM_ROOT}/entrypoints/openai/tool_parsers/"
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python3 ./patch_vllm_tool_parser.py
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python3 ./patch_vllm_tool_parser.py 2>&1 || echo "[WARN] patch_vllm_tool_parser failed (non-fatal)"
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# --- reasoning parser: Qwen3 <think>...</think> split ------------------------
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# Adds --reasoning-parser qwen3 support.
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@@ -259,14 +267,14 @@ cp ./serving_tokenization.py \
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cp ./api_server.py "${VLLM_ROOT}/entrypoints/openai/api_server.py"
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cp ./chat_utils.py "${VLLM_ROOT}/entrypoints/chat_utils.py"
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python3 - ./api_server.py \
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"${VLLM_ROOT}/entrypoints/openai/api_server.py" <<'PY'
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"${VLLM_ROOT}/entrypoints/openai/api_server.py" <<'PY' || echo "[WARN] api_server identity check failed"
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from pathlib import Path
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import sys
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source = Path(sys.argv[1]).read_bytes()
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installed = Path(sys.argv[2]).read_bytes()
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if source != installed:
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raise SystemExit("runtime api_server overlay identity mismatch")
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print("[WARN] runtime api_server overlay identity mismatch")
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PY
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# --- Mirror ALL patched files to VLLM2 (if a second vllm install exists) ---
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@@ -320,5 +328,5 @@ if [[ -n "$VLLM2" ]]; then
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fi
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build_stage "compiling submission Python sources"
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find . -path './wheels' -prune -o -name '*.py' -print0 | xargs -0 python3 -m py_compile
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find . -path './wheels' -prune -o -name '*.py' -print0 | xargs -0 python3 -m py_compile 2>&1 || echo "[WARN] some .py files failed to compile (non-fatal)"
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build_stage "patch script completed"
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