mirror of
https://github.com/mudler/LocalAI.git
synced 2026-10-28 09:08:54 -04:00
* ⬆️ Update mudler/vllm.cpp Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * fix(vllm-cpp): pin the Queue declaration fix Advance vllm.cpp to the upstream fix for the mismatched Queue tag. This fixes the strict Clang compilation failure without local patches or warning suppression. Focused declaration probes fail before and pass after the upstream fix. Full suites and builds are skipped at the owner’s request. Assisted-by: nib:gpt-6.1-sol Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: mudler <2420543+mudler@users.noreply.github.com> Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
231 lines
11 KiB
Makefile
231 lines
11 KiB
Makefile
CMAKE_ARGS?=
|
|
BUILD_TYPE?=
|
|
NATIVE?=false
|
|
|
|
GOCMD?=go
|
|
GO_TAGS?=
|
|
# nproc doesn't exist on the macOS runners: an empty JOBS turns `-j$(JOBS)`
|
|
# into bare `-j` (unlimited clang jobs), which swap-thrashes the 3-core Mac
|
|
# until the 6h GHA timeout. Fall back to sysctl there, then to a constant.
|
|
JOBS?=$(shell nproc --ignore=1 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo 4)
|
|
|
|
# vllm.cpp version
|
|
VLLM_CPP_REPO?=https://github.com/mudler/vllm.cpp
|
|
VLLM_CPP_VERSION?=7fc80f093dc2aa0cbf56a4260b4f9d499c3ddc6d
|
|
|
|
# MLX GEMM provider (darwin/metal only; see the metal branch below for why).
|
|
# Consumed as the prebuilt pip wheel: building MLX from source needs `xcrun
|
|
# metal`, i.e. a full Xcode the macOS runners do not have, while the wheel ships
|
|
# include/, lib/libmlx.dylib and the compiled mlx.metallib ready to link.
|
|
#
|
|
# DEFAULT ON, but ONLY because VLLM_CPP_VERSION above is pinned at or past
|
|
# vllm.cpp 89c46aeb, which SHAPE-GATES the provider to prefill. The ordering is
|
|
# load-bearing, not incidental:
|
|
#
|
|
# pin >= 89c46aeb, MLX on -> 99.1% of MLX-LM (gated: prefill only)
|
|
# pin < 89c46aeb, MLX on -> ~51% (ungated: it also takes decode)
|
|
#
|
|
# MLX's steel GEMM wins prefill (537 ms TTFT against 602) and loses decode badly,
|
|
# because the provider pays an mx::eval sync plus an output memcpy per call and
|
|
# decode makes ~112 calls per TOKEN. Ungated it does both; gated it does only the
|
|
# good half. So if this pin is ever moved BACKWARDS, this default must go with it.
|
|
VLLM_CPP_MLX?=on
|
|
MLX_VERSION?=0.32.0
|
|
# The macOS runners' pip index offers only the newest MLX (0.32.4), which lacks
|
|
# the array::set_data overload the engine calls, so the pinned wheel is fetched
|
|
# by URL and verified by sha256. This is the mlx-metal distribution: it holds
|
|
# mlx/include, mlx/lib/libmlx.dylib and mlx/lib/mlx.metallib, the only parts the
|
|
# build uses, and unlike the `mlx` wheel it is not tied to one CPython version.
|
|
# Bumping MLX_VERSION means bumping both values (PyPI JSON: /pypi/mlx-metal/<v>/json).
|
|
MLX_WHEEL_URL?=https://files.pythonhosted.org/packages/d6/ef/d74ae99cfe9ddb59fd08abd14f47754c3d199291a93756903fa595b31b8a/mlx_metal-0.32.0-py3-none-macosx_14_0_arm64.whl
|
|
MLX_WHEEL_SHA256?=5b64b20ac24b0c401f489de01e8209edc4d372125201f19314e6f39e385322aa
|
|
MLX_VENV?=$(abspath ./mlx-venv)
|
|
# Resolved lazily (recursive `=`, not `:=`): the glob only matches once the venv
|
|
# target has run, and the interpreter version in the path varies per runner.
|
|
MLX_ROOT=$(shell echo $(MLX_VENV)/lib/python*/site-packages/mlx)
|
|
|
|
# The backend consumes only the stable C ABI (libvllm + include/vllm.h), so the
|
|
# server, examples and tests of the engine are never built here.
|
|
CMAKE_ARGS+=-DVLLM_CPP_SERVER=OFF -DVLLM_CPP_BUILD_TESTS=OFF -DVLLM_CPP_BUILD_EXAMPLES=OFF
|
|
CMAKE_ARGS+=-DCMAKE_BUILD_TYPE=Release
|
|
# Diarization (ABI v30) is ON upstream and FetchContents parakeet.cpp at
|
|
# configure time, building a second (static) ggml into libvllm. The pinned
|
|
# engine now pins that fetch to a commit, so ON configures, but it still adds a
|
|
# network fetch and a second ggml to every build for calls this backend never
|
|
# makes: it binds none of the vllm_diariz*/vllm_transcribe_and_* entry points,
|
|
# and with the option OFF they compile as stubs that refuse by name, so the ABI
|
|
# stays v30-complete without the extra dependency.
|
|
CMAKE_ARGS+=-DVLLM_CPP_WITH_DIARIZATION=OFF
|
|
|
|
# vllm.cpp sets no global -march: SIMD tiers are per-file with runtime dispatch,
|
|
# so ONE portable library serves every CPU of the target arch (unlike the
|
|
# ggml-based backends and their avx/avx2/avx512 variant builds).
|
|
UNAME_M := $(shell uname -m)
|
|
|
|
ifeq ($(BUILD_TYPE),cublas)
|
|
# Every CUDA architecture upstream builds that the platform can actually
|
|
# host, split by where the silicon exists: Jetson (87 Orin, 110 Thor) is
|
|
# arm64-only, desktop 120a is amd64-only, and 90a/100a appear on both
|
|
# because of the SBSA parts (GH200, GB200).
|
|
#
|
|
# This deliberately matches vllm.cpp's own release archive rather than
|
|
# narrowing to the boxes we benchmark on. A narrower list does not degrade
|
|
# on an unlisted card, it dies at the first request with "no kernel image
|
|
# is available for execution on the device", long after `backends install`
|
|
# reported success -- so an arch we merely lack numbers for still belongs
|
|
# in the binary.
|
|
#
|
|
# Triton-AOT stays ON for both. A fat build is supported on the BUILDER
|
|
# path: it embeds every vendored cubin tree (sm_80/86/89/90a/100a/121a) and
|
|
# selects by exact SM at runtime, so the arches with no tree (87, 103a,
|
|
# 110, 120a) take the portable CUDA kernels and can never load a
|
|
# neighbouring cubin. Only maintainer REGEN needs a single pinned arch.
|
|
# See vllm.cpp cmake/TritonAOT.cmake `_triton_aot_arch_names`.
|
|
#
|
|
# CUDA builds REQUIRE the CUDA 13 toolchain: 12.x nvcc lacks compute_121a
|
|
# (GB10) and its ptxas rejects the sm_120a NVFP4 MMA kernels ("Vector type
|
|
# too large"), so no cuda-12 variant is shipped.
|
|
ifeq ($(CUDA_MAJOR_VERSION),12)
|
|
$(error vllm.cpp needs the CUDA 13 toolchain: CUDA 12.x cannot compile the Blackwell fp4 kernels)
|
|
endif
|
|
ifeq ($(UNAME_M),x86_64)
|
|
CMAKE_ARGS+=-DVLLM_CPP_CUDA=ON "-DVLLM_CPP_CUDA_ARCHITECTURES=80;86;89;90a;100a;103a;120a;121a" -DVLLM_CPP_TRITON=ON
|
|
else
|
|
CMAKE_ARGS+=-DVLLM_CPP_CUDA=ON "-DVLLM_CPP_CUDA_ARCHITECTURES=87;90a;100a;110;121a" -DVLLM_CPP_TRITON=ON
|
|
endif
|
|
else ifeq ($(BUILD_TYPE),vulkan)
|
|
CMAKE_ARGS+=-DVLLM_CPP_VULKAN=ON -DVLLM_CPP_CUDA=OFF
|
|
else ifeq ($(BUILD_TYPE),metal)
|
|
CMAKE_ARGS+=-DVLLM_CPP_METAL=ON
|
|
# The optional MLX GEMM provider. vllm.cpp keeps it OFF by default because it
|
|
# is a ~19 MB libmlx.dylib plus a ~105 MB mlx.metallib, and upstream's
|
|
# position is that it must earn that cost by measurement. It does, on the
|
|
# only hardware this build targets: measured on an Apple M4 against the
|
|
# native MSL GEMM in the SAME binary (arms toggled by
|
|
# VT_OP_PROVIDER_DISABLE=mlx), Qwen3-1.7B-bf16 p=512 g=128, it is 1.5x to
|
|
# 2.2x aggregate throughput and 2x to 3x faster TTFT, at equal peak memory
|
|
# and bit-identical output on every parity shape. See vllm.cpp
|
|
# docs/BENCHMARKS.md "MLX GEMM provider A/B on Apple M4".
|
|
#
|
|
# MLX delegates the dense GEMM ONLY: kPagedAttention stays vllm.cpp's own
|
|
# kernel, because MLX has no paged-KV primitive at all.
|
|
#
|
|
# Set VLLM_CPP_MLX=off for a Metal build without it (smaller image, slower).
|
|
ifeq ($(VLLM_CPP_MLX),on)
|
|
MLX_ENABLED=1
|
|
endif
|
|
else
|
|
CMAKE_ARGS+=-DVLLM_CPP_CUDA=OFF
|
|
endif
|
|
|
|
UNAME_S := $(shell uname -s)
|
|
ifeq ($(UNAME_S),Darwin)
|
|
LIB=libvllm.dylib
|
|
# Apple Clang diagnoses a pair of constant-folded array bounds in the Metal
|
|
# build as a GNU extension. Disable that diagnostic for both Objective-C and
|
|
# C++ because vllm.cpp appends target-local -Werror after these global flags.
|
|
CMAKE_ARGS+=-DCMAKE_CXX_FLAGS=-Wno-gnu-folding-constant
|
|
CMAKE_ARGS+=-DCMAKE_OBJC_FLAGS=-Wno-gnu-folding-constant
|
|
CMAKE_ARGS+=-DCMAKE_OBJCXX_FLAGS=-Wno-gnu-folding-constant
|
|
else
|
|
LIB=libvllm.so
|
|
endif
|
|
|
|
# patches/ carries fixes the pinned engine SHA does not have yet. `git apply`
|
|
# is deliberately unguarded: a patch that no longer applies must FAIL the clone
|
|
# loudly, because the alternative is a pin that silently ships without a fix it
|
|
# is documented to carry. Each patch header says which pin retires it.
|
|
VLLM_CPP_PATCHES=$(wildcard patches/*.patch)
|
|
|
|
sources/vllm.cpp: $(VLLM_CPP_PATCHES)
|
|
rm -rf sources/vllm.cpp
|
|
mkdir -p sources/vllm.cpp
|
|
cd sources/vllm.cpp && \
|
|
git init && \
|
|
git remote add origin $(VLLM_CPP_REPO) && \
|
|
git fetch --depth 1 origin $(VLLM_CPP_VERSION) && \
|
|
git checkout FETCH_HEAD && \
|
|
for p in $(VLLM_CPP_PATCHES); do \
|
|
echo "==> applying $$p"; \
|
|
git apply ../../$$p || exit 1; \
|
|
done
|
|
|
|
ifeq ($(MLX_ENABLED),1)
|
|
# A stamp FILE, not a phony target: a phony prerequisite is always "newer" than
|
|
# $(LIB) and would re-link libvllm on every invocation. Keyed on the version so
|
|
# a MLX_VERSION bump reinstalls instead of silently reusing the old wheel.
|
|
MLX_STAMP=$(MLX_VENV)/.mlx-$(MLX_VERSION).stamp
|
|
MLX_CMAKE_ARGS=-DVLLM_CPP_MLX=ON -DMLX_ROOT=$(MLX_ROOT)
|
|
|
|
$(MLX_STAMP):
|
|
@if [ ! -x "$(MLX_VENV)/bin/pip" ]; then \
|
|
python3 -m venv "$(MLX_VENV)" || { echo "vllm-cpp: python3 with venv is required to build the MLX provider; pass VLLM_CPP_MLX=off to build Metal without it" >&2; exit 1; }; \
|
|
fi
|
|
"$(MLX_VENV)"/bin/pip install --quiet --disable-pip-version-check "mlx-metal @ $(MLX_WHEEL_URL)#sha256=$(MLX_WHEEL_SHA256)"
|
|
@# Resolved in the SHELL, not by $(MLX_ROOT): make expands a whole recipe
|
|
@# before running its first line, so the glob would still be unmatched here.
|
|
@# Every later use (the cmake args, package.sh) expands after this target has
|
|
@# completed, where $(MLX_ROOT) does resolve.
|
|
@root=$$(echo "$(MLX_VENV)"/lib/python*/site-packages/mlx); \
|
|
test -f "$$root/lib/libmlx.dylib" -a -f "$$root/include/mlx/array.h" || \
|
|
{ echo "vllm-cpp: mlx-metal $(MLX_VERSION) did not provide lib/libmlx.dylib + include/mlx/array.h under $$root" >&2; exit 1; }
|
|
touch $@
|
|
else
|
|
MLX_STAMP=
|
|
MLX_CMAKE_ARGS=
|
|
endif
|
|
|
|
# govllmcpp.go mirrors vllm.h by hand, and the only guard against the two
|
|
# drifting apart is the vllm_abi_version check inside registerLib - which fires
|
|
# at runtime, on the user's machine, taking down every model load (issue
|
|
# #11379). Compare the two here instead, so moving VLLM_CPP_VERSION past the
|
|
# mirrors turns the build red while the header is still around to diff.
|
|
abi-check: sources/vllm.cpp
|
|
@engine=$$(sed -n 's/^#define VLLM_ABI_VERSION \([0-9][0-9]*\).*/\1/p' sources/vllm.cpp/include/vllm.h); \
|
|
backend=$$(sed -n 's/^const abiVersion = \([0-9][0-9]*\).*/\1/p' govllmcpp.go); \
|
|
if [ -z "$$engine" ] || [ -z "$$backend" ]; then \
|
|
echo "vllm-cpp: cannot read the ABI version (engine='$$engine' backend='$$backend')" >&2; exit 1; \
|
|
fi; \
|
|
if [ "$$engine" != "$$backend" ]; then \
|
|
echo "vllm-cpp: ABI mismatch: vllm.cpp $(VLLM_CPP_VERSION) is v$$engine, govllmcpp.go mirrors v$$backend." >&2; \
|
|
echo " Update the struct mirrors and abiVersion in govllmcpp.go (and the offsets in vllmcpp_test.go) to v$$engine." >&2; \
|
|
exit 1; \
|
|
fi; \
|
|
echo "vllm-cpp: ABI v$$engine matches the pinned engine"
|
|
|
|
$(LIB): sources/vllm.cpp $(MLX_STAMP)
|
|
$(MAKE) abi-check
|
|
mkdir -p build && \
|
|
cd build && \
|
|
cmake ../sources/vllm.cpp $(CMAKE_ARGS) $(MLX_CMAKE_ARGS) && \
|
|
cmake --build . --config Release -j$(JOBS) --target vllm_shared
|
|
cp -fL build/$(LIB) ./$(LIB)
|
|
|
|
vllm-cpp: main.go govllmcpp.go backend.go chat.go options.go video.go $(LIB)
|
|
CGO_ENABLED=0 $(GOCMD) build -tags "$(GO_TAGS)" -o vllm-cpp ./
|
|
|
|
package: vllm-cpp
|
|
MLX_ROOT="$(MLX_ROOT)" bash package.sh
|
|
|
|
build: package
|
|
|
|
clean: purge
|
|
rm -rf libvllm.so libvllm.dylib package sources/vllm.cpp vllm-cpp "$(MLX_VENV)"
|
|
|
|
purge:
|
|
rm -rf build
|
|
|
|
.PHONY: abi-check
|
|
|
|
.NOTPARALLEL:
|
|
|
|
# The unit specs are pure Go (struct mirrors, option mapping, load
|
|
# validation): no libvllm build is needed. The e2e specs skip unless
|
|
# VLLM_CPP_MODEL points at a real model (then build the lib first).
|
|
test:
|
|
@echo "Running vllm-cpp tests..."
|
|
bash test.sh
|
|
@echo "vllm-cpp tests completed."
|
|
|
|
all: vllm-cpp package
|