From 416077eae4cfc25237779aaf99ed7882e3cee0c0 Mon Sep 17 00:00:00 2001 From: XkunW Date: Wed, 21 Jan 2026 16:09:14 -0500 Subject: [PATCH 1/9] Update dependencies to new inference engine versions --- pyproject.toml | 2 +- uv.lock | 3224 ++++++++++++++++++++++++++---------------------- 2 files changed, 1784 insertions(+), 1442 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 05222fb7..30f91ff3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "vec-inf" -version = "0.8.0" +version = "0.8.1" description = "Efficient LLM inference on Slurm clusters using vLLM." readme = "README.md" authors = [{name = "Marshall Wang", email = "marshall.wang@vectorinstitute.ai"}] diff --git a/uv.lock b/uv.lock index cc4dc05c..56e10220 100644 --- a/uv.lock +++ b/uv.lock @@ -6,8 +6,15 @@ resolution-markers = [ "python_full_version == '3.12.*' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", "python_full_version == '3.11.*' and extra != 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deletions(-) diff --git a/sglang.Dockerfile b/sglang.Dockerfile index 8a2fc035..309c81dc 100644 --- a/sglang.Dockerfile +++ b/sglang.Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y \ wget build-essential libssl-dev zlib1g-dev libbz2-dev \ libreadline-dev libsqlite3-dev libffi-dev libncursesw5-dev \ xz-utils tk-dev libxml2-dev libxmlsec1-dev liblzma-dev libnuma1 \ - git vim \ + git vim libavutil-dev \ && rm -rf /var/lib/apt/lists/* # Install Python diff --git a/vllm.Dockerfile b/vllm.Dockerfile index 303b3ba4..f98db908 100644 --- a/vllm.Dockerfile +++ b/vllm.Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y \ wget build-essential libssl-dev zlib1g-dev libbz2-dev \ libreadline-dev libsqlite3-dev libffi-dev libncursesw5-dev \ xz-utils tk-dev libxml2-dev libxmlsec1-dev liblzma-dev libnuma1 \ - git vim \ + git vim libavutil-dev \ && rm -rf /var/lib/apt/lists/* # Install Python From 3c56522abb228b5ac172d4450ed48d46d762f793 Mon Sep 17 00:00:00 2001 From: XkunW Date: Fri, 23 Jan 2026 17:38:57 -0500 Subject: [PATCH 6/9] Add more ffmpeg related packages and ffmpeg --- sglang.Dockerfile | 2 +- vllm.Dockerfile | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/sglang.Dockerfile b/sglang.Dockerfile index 309c81dc..8aab2f9a 100644 --- a/sglang.Dockerfile +++ b/sglang.Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y \ wget build-essential libssl-dev zlib1g-dev libbz2-dev \ libreadline-dev libsqlite3-dev libffi-dev libncursesw5-dev \ xz-utils tk-dev libxml2-dev libxmlsec1-dev liblzma-dev libnuma1 \ - git vim libavutil-dev \ + git vim ffmpeg libavcodec-dev libavformat-dev libavutil-dev libswscale-dev libswresample-dev \ && rm -rf /var/lib/apt/lists/* # Install Python diff --git a/vllm.Dockerfile b/vllm.Dockerfile index f98db908..88679ac7 100644 --- a/vllm.Dockerfile +++ b/vllm.Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y \ wget build-essential libssl-dev zlib1g-dev libbz2-dev \ libreadline-dev libsqlite3-dev libffi-dev libncursesw5-dev \ xz-utils tk-dev libxml2-dev libxmlsec1-dev liblzma-dev libnuma1 \ - git vim libavutil-dev \ + git vim ffmpeg libavcodec-dev libavformat-dev libavutil-dev libswscale-dev libswresample-dev \ && rm -rf /var/lib/apt/lists/* # Install Python From 512f69f0c347df37e90d286364f97870b979fd8d Mon Sep 17 00:00:00 2001 From: XkunW Date: Fri, 23 Jan 2026 17:55:39 -0500 Subject: [PATCH 7/9] Add ax and wandb to support engine tuning, add nvml to support GPU usage monitoring --- pyproject.toml | 3 + uv.lock | 1458 +++++++++++++++++++++++++++++++++++++++--------- 2 files changed, 1196 insertions(+), 265 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6d123bd8..07be98eb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,6 +42,9 @@ inference = [ "torch>=2.7.0", "cupy-cuda12x>=12.3.0", "flashinfer-python>=0.4.0", + "ax-platform>=1.1.0", + "py3nvml", + "wandb>=0.17.0", ] [project.optional-dependencies] diff --git a/uv.lock 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and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'linux'", + "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version == '3.11.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'emscripten'", - "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.11'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform != 'linux'", ] dependencies = [ { name = "cuda-pathfinder", marker = "extra == 'extra-7-vec-inf-sglang'" }, @@ -1339,22 +1500,38 @@ name = "cuda-bindings" version = "13.1.1" source = { registry = "https://pypi.org/simple" } resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'linux' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", + "python_full_version == '3.13.*' and sys_platform == 'linux' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", + "python_full_version == '3.12.*' and sys_platform == 'linux' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", "python_full_version >= '3.14' and sys_platform == 'win32' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", "python_full_version >= '3.14' and sys_platform == 'emscripten' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", - "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32' and extra != 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'extra-7-vec-inf-vllm'", + "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-7-vec-inf-sglang' and extra != 'extra-7-vec-inf-vllm'", ] dependencies = [ { name = "cuda-pathfinder", marker = "extra == 'extra-7-vec-inf-vllm' or extra != 'extra-7-vec-inf-sglang'" }, @@ -1393,16 +1570,20 @@ name = "cuda-python" version = "12.9.0" source = { registry = "https://pypi.org/simple" } resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'linux'", "python_full_version >= '3.14' and sys_platform == 'win32'", "python_full_version >= '3.14' and sys_platform == 'emscripten'", - "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'", "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'", - "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'linux'", + "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version == '3.11.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'emscripten'", - "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.11'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform != 'linux'", ] 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"python_full_version == '3.13.*' and sys_platform == 'linux'", + "python_full_version == '3.12.*' and sys_platform == 'linux'", "python_full_version >= '3.14' and sys_platform == 'win32'", "python_full_version >= '3.14' and sys_platform == 'emscripten'", - "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform == 'emscripten'", - "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.12.*' and sys_platform == 'emscripten'", - "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'linux'", + "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version == '3.11.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'emscripten'", - "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.11'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform != 'linux'", ] dependencies = [ { name = "typing-extensions" }, @@ -2431,16 +2708,20 @@ name = "grpcio-reflection" version = "1.75.1" source = { registry = "https://pypi.org/simple" } resolution-markers = [ + "python_full_version >= '3.14' and 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== 'linux'", + "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version == '3.11.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'emscripten'", - "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", - "python_full_version < '3.11'", + "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform != 'linux'", ] dependencies = [ { name = "grpcio", version = "1.75.1", source = { registry = "https://pypi.org/simple" } }, @@ -2456,19 +2737,24 @@ name = "grpcio-reflection" version = "1.76.0" source = { registry = "https://pypi.org/simple" } resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'linux'", + "python_full_version == '3.13.*' and sys_platform == 'linux'", + "python_full_version == '3.12.*' and sys_platform == 'linux'", "python_full_version >= 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or (extra == 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm')" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and extra == 'extra-7-vec-inf-sglang') or (python_full_version >= '3.14' and extra != 'extra-7-vec-inf-vllm') or (extra == 'extra-7-vec-inf-sglang' and extra == 'extra-7-vec-inf-vllm')" }, { name = "nvidia-cudnn-frontend", marker = "extra == 'extra-7-vec-inf-sglang' or extra != 'extra-7-vec-inf-vllm'" }, { name = "nvidia-cutlass-dsl", marker = "extra == 'extra-7-vec-inf-sglang' or extra != 'extra-7-vec-inf-vllm'" }, { name = "nvidia-ml-py", marker = "extra == 'extra-7-vec-inf-sglang' or extra != 'extra-7-vec-inf-vllm'" }, @@ -2407,7 +2409,8 @@ name = "gguf" version = "0.17.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } }, + { name = "numpy", version = "2.2.6", source = 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