From 82165c9e72a629ef0e4276bdd80ac9005d89791d Mon Sep 17 00:00:00 2001 From: Charlie Truong Date: Fri, 9 Jan 2026 02:42:24 +0000 Subject: [PATCH 1/2] Update to newer pytorch, trtllm, and vllm Signed-off-by: Charlie Truong --- docker/Dockerfile.pytorch | 2 +- docker/common/install.sh | 30 +- pyproject.toml | 25 +- uv.lock | 2350 +++++++++++++++++++------------------ 4 files changed, 1213 insertions(+), 1194 deletions(-) diff --git a/docker/Dockerfile.pytorch b/docker/Dockerfile.pytorch index 9098d4d875..0e0826b2ff 100644 --- a/docker/Dockerfile.pytorch +++ b/docker/Dockerfile.pytorch @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -FROM nvcr.io/nvidia/pytorch:25.06-py3 +FROM nvcr.io/nvidia/pytorch:25.10-py3 WORKDIR /workspace COPY . . ARG INFERENCE_FRAMEWORK diff --git a/docker/common/install.sh b/docker/common/install.sh index b5b5f732d9..3bca012381 100644 --- a/docker/common/install.sh +++ b/docker/common/install.sh @@ -82,12 +82,12 @@ main() { dpkg -i cuda-keyring_1.1-1_all.deb rm cuda-keyring_1.1-1_all.deb apt-get update - apt-get install -y cuda-toolkit-12-8 cudnn-cuda-12 libcudnn9-cuda-12 libcutlass-dev + apt-get install -y cuda-toolkit-12-8 cudnn-cuda-12 libcudnn9-cuda-12 libcutlass-dev # Install OpenMPI and nvinfer apt-get install -y libopenmpi-dev libnvinfer-lean-dev fi - + # Clean up apt-get clean @@ -109,18 +109,18 @@ main() { "--no-install-package" "torch" "--no-install-package" "torchvision" "--no-install-package" "triton" - "--no-install-package" "nvidia-cublas-cu12" - "--no-install-package" "nvidia-cuda-cupti-cu12" - "--no-install-package" "nvidia-cuda-nvrtc-cu12" - "--no-install-package" "nvidia-cuda-runtime-cu12" - "--no-install-package" "nvidia-cudnn-cu12" - "--no-install-package" "nvidia-cufft-cu12" - "--no-install-package" "nvidia-cufile-cu12" - "--no-install-package" "nvidia-curand-cu12" - "--no-install-package" "nvidia-cusolver-cu12" - "--no-install-package" "nvidia-cusparse-cu12" - "--no-install-package" "nvidia-cusparselt-cu12" - "--no-install-package" "nvidia-nccl-cu12" + "--no-install-package" "nvidia-cublas" + "--no-install-package" "nvidia-cuda-cupti" + "--no-install-package" "nvidia-cuda-nvrtc" + "--no-install-package" "nvidia-cuda-runtime" + "--no-install-package" "nvidia-cudnn-cu13" + "--no-install-package" "nvidia-cufft" + "--no-install-package" "nvidia-cufile" + "--no-install-package" "nvidia-curand" + "--no-install-package" "nvidia-cusolver" + "--no-install-package" "nvidia-cusparse" + "--no-install-package" "nvidia-cusparselt-cu13" + "--no-install-package" "nvidia-nccl-cu13" ) else UV_ARGS=() @@ -152,7 +152,7 @@ main() { pip install --pre --no-cache-dir --upgrade pip pip install --pre --no-cache-dir 'torch>=2.7.0,<2.8.0' pybind11 wheel_stub ninja wheel packaging - + pip install --pre --no-cache-dir --no-build-isolation .$EXTRA fi diff --git a/pyproject.toml b/pyproject.toml index bf9d159f08..6fb493ce27 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,7 @@ license = { text = "Apache 2.0" } dependencies = [ "megatron-core>=0.14.0a0,<0.15.0", "megatron-bridge>=0.1.0a0,<0.2.0", - "nvidia-modelopt[torch]>=0.33.0a0,<0.34.0; sys_platform != 'darwin'", + "nvidia-modelopt[torch]>=0.37.0a0,<0.41.0; sys_platform != 'darwin'", "nvidia-resiliency-ext>=0.4.0a0,<0.5.0; sys_platform != 'darwin'", "transformer-engine[pytorch]>=2.6.0a0,<2.7.0; sys_platform != 'darwin'", "accelerate", @@ -61,7 +61,7 @@ dependencies = [ "lightning", "omegaconf>=2.3.0", "peft<0.14.0", - "torch==2.7.1", + "torch==2.9.0", "torchvision", "torchmetrics>=0.11.0", "wandb", @@ -80,13 +80,13 @@ dependencies = [ [project.optional-dependencies] inframework = [] -vllm = ["vllm~=0.10.0", "pandas", "timm"] -trtllm = ["tensorrt-llm>=1.0.0a0,<1.1.0,>=1.0.0rc6", 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index = "pytorch-cu128" }] -torch = [{ index = "pytorch-cu128" }] +xformers = [{ index = "pytorch-cu130" }] +torch = [{ index = "pytorch-cu130" }] vllm = [ - { index = "pytorch-cu128", marker = "python_version < '3.9' and platform_machine == 'x86_64'" }, + { index = "pytorch-cu130", marker = "python_version < '3.9' and platform_machine == 'x86_64'" }, { index = "pypi", marker = "platform_machine == 'aarch64'" }, ] # megatron-bridge = { git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git", rev = "ecf05926b4765aada82c8eabab4a374e8e83a9c5" } @@ -130,6 +130,7 @@ override-dependencies = [ "urllib3>1.27.0", "tiktoken>=0.9.0", # because nemo-toolkit and megatron-bridge disagree on tiktoken, we need to pin it here, "fsspec[http]>=2023.1.0,<=2024.9.0", + "patchelf; sys_platform == 'never'" ] prerelease = "allow" @@ -139,8 +140,8 @@ url = "https://pypi.org/simple" explicit = true [[tool.uv.index]] -name = "pytorch-cu128" -url = "https://download.pytorch.org/whl/cu128" +name = 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"ijson" }, { name = "lightning" }, - { name = "megatron-bridge" }, + { name = "megatron-bridge", version = "0.1.0a0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'darwin' or extra == 'extra-18-nemo-export-deploy-trt-onnx' or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra != 'extra-18-nemo-export-deploy-trtllm' and extra != 'extra-18-nemo-export-deploy-vllm')" }, + { name = "megatron-bridge", version = "0.1.0rc2", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'darwin' and extra == 'extra-18-nemo-export-deploy-trtllm') or (sys_platform == 'darwin' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 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"(platform_machine != 'aarch64' and sys_platform != 'darwin') or (platform_machine == 'aarch64' and extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (platform_machine == 'aarch64' and extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm') or (sys_platform == 'darwin' and extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (sys_platform == 'darwin' and extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (sys_platform == 'darwin' and extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" }, { name = "pyarrow" }, { name = "pydantic-settings" }, { name = "pyparsing" }, @@ -3995,11 +4223,11 @@ dependencies = [ [package.optional-dependencies] trt-onnx = [ { name = "onnx", version = "1.18.0", source = { registry = "https://pypi.org/simple" } }, - { name = "tensorrt" }, + { name = "tensorrt", version = "10.14.1.48", source = { registry = "https://pypi.org/simple" } }, { name = "transformers", version = "4.51.3", source = { registry = "https://pypi.org/simple" } }, ] trtllm = [ - { name = "cuda-python" }, + { name = "cuda-python", version = "13.0.3", source = { registry = "https://pypi.org/simple" } }, { name = "tensorrt-llm" }, ] vllm = [ @@ -4034,7 +4262,7 @@ nemo-run = [ { name = "nemo-run" }, ] nemo-toolkit = [ - { name = "nemo-toolkit", extra = ["automodel", "common-only", "eval", "multimodal-only", "nlp-only"] }, + { name = "nemo-toolkit", extra = ["common-only", "multimodal-only", "nlp-only"] }, ] test = [ { name = "click" }, @@ -4047,7 +4275,7 @@ test = [ requires-dist = [ { name = "accelerate" }, { name = "cloudpickle" }, - { name = "cuda-python", marker = "extra == 'trtllm'", specifier = "~=12.8.0" }, + { name = "cuda-python", marker = "extra == 'trtllm'", specifier = "~=13.0.0" }, { name = "decord", marker = "platform_machine != 'aarch64' and sys_platform != 'darwin'" }, { name = "einops" }, { name = "fastapi" }, @@ -4058,7 +4286,7 @@ requires-dist = [ { name = "lightning" }, { name = "megatron-bridge", specifier = ">=0.1.0a0,<0.2.0" }, { name = "megatron-core", specifier = ">=0.14.0a0,<0.15.0" }, - { name = "nvidia-modelopt", extras = ["torch"], marker = "sys_platform != 'darwin'", specifier = ">=0.33.0a0,<0.34.0" }, + { name = "nvidia-modelopt", extras = ["torch"], marker = "sys_platform != 'darwin'", specifier = ">=0.37.0a0,<0.41.0" }, { name = "nvidia-pytriton", marker = "sys_platform != 'darwin'" }, { name = "nvidia-resiliency-ext", marker = "sys_platform != 'darwin'", specifier = ">=0.4.0a0,<0.5.0" }, { name = "omegaconf", specifier = ">=2.3.0" }, @@ -4072,20 +4300,20 @@ requires-dist = [ { name = "ray" }, { name = "ray", extras = ["serve"] }, { name = "sentencepiece" }, - { name = "tensorrt", marker = "extra == 'trt-onnx'", specifier = "==10.11.0.33" }, - { name = "tensorrt-llm", marker = "extra == 'trtllm'", specifier = ">=1.0.0a0,>=1.0.0rc6,<1.1.0" }, + { name = "tensorrt", marker = "extra == 'trt-onnx'", specifier = "==10.14.1.48" }, + { name = "tensorrt-llm", marker = "extra == 'trtllm'", specifier = ">=1.1.0a0,<1.2.0" }, { name = "tensorstore" }, { name = "tiktoken" }, { name = "timm", marker = "extra == 'vllm'" }, - { name = "torch", specifier = "==2.7.1", index = "https://download.pytorch.org/whl/cu128" }, + { name = "torch", specifier = "==2.9.0", index = "https://download.pytorch.org/whl/cu130" }, { name = "torchmetrics", specifier = ">=0.11.0" }, { name = "torchvision" }, { name = "transformer-engine", extras = ["pytorch"], marker = "sys_platform != 'darwin'", git = "https://github.com/NVIDIA/TransformerEngine.git?rev=0289e76380088358a584d809faf69effab1a7cda" }, { name = "transformers", marker = "extra == 'trt-onnx'", specifier = "==4.51.3" }, { name = "uvicorn" }, - { name = "vllm", marker = "platform_machine == 'aarch64' and extra == 'vllm'", specifier = "~=0.10.0", index = "https://pypi.org/simple" }, - { name = "vllm", marker = "(python_full_version >= '3.9' and platform_machine == 'x86_64' and extra == 'vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'vllm')", specifier = "~=0.10.0" }, - { name = "vllm", marker = "python_full_version < '3.9' and platform_machine == 'x86_64' and extra == 'vllm'", specifier = "~=0.10.0", index = "https://download.pytorch.org/whl/cu128" }, + { name = "vllm", marker = "platform_machine == 'aarch64' and extra == 'vllm'", specifier = "~=0.13.0", index = "https://pypi.org/simple" }, + { name = "vllm", marker = "(python_full_version >= '3.9' and platform_machine == 'x86_64' and extra == 'vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'vllm')", specifier = "~=0.13.0" }, + { name = "vllm", 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"sys_platform == 'never'" }, { name = "tiktoken", specifier = ">=0.9.0" }, + { name = "transformers", specifier = "==4.51.3" }, { name = "urllib3", specifier = ">1.27.0" }, ] @@ -948,7 +949,7 @@ dependencies = [ { name = "loguru" }, { name = "pydantic" }, { name = "torch" }, - { name = "transformers", version = "4.56.2", source = { registry = "https://pypi.org/simple" } }, + { name = "transformers" }, ] sdist = { url = "https://files.pythonhosted.org/packages/a2/79/4c5c1cd14266f8cf2650bdb940f986ce7fcaeb56aad8cfa9e9afedf14e2f/compressed_tensors-0.12.2.tar.gz", hash = "sha256:5bb40856dd17f128ab73557ecc73799f80db4dd82fab6de875f1e6899b9ea0c4", size = 190409, upload-time = "2025-10-07T14:30:59.302Z" } wheels = [ @@ -3224,7 +3225,7 @@ wheels = [ [[package]] name = "lightning" -version = "2.6.0.dev20250928" +version = "2.4.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "fsspec", extra = ["http"] }, @@ -3237,9 +3238,9 @@ dependencies = [ { name = "tqdm" }, { 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