# uv-install-torch | Th3Unknovvn | Knowledge Base | Instagit

Tutorial to install torch/pytorch with cuda using uv

GitHub Stars: 13

Repository: https://github.com/baonguyen6742/uv-install-torch

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## Articles

### [CI/CD Integration of uv Sync for PyTorch GPU Support Workflows: A Complete Guide](/baonguyen6742/uv-install-torch/ci-cd-integration-of-uv-sync-for-pytorch-gpu-support)

Streamline PyTorch GPU support in CI/CD. Integrate uv sync with optional extras for deterministic CUDA workflows using a single command. Automate your GPU builds efficiently.

- Tags: how-to-guide
- Published: 2026-02-26

### [Import Verification for Torch, Torchvision, Torchaudio Simultaneously with uv: A Complete Guide](/baonguyen6742/uv-install-torch/import-verification-for-torch-torchvision-torchaudio-simultaneously)

Easily verify simultaneous imports of torch torchvision and torchaudio with uv Learn how to use optional dependencies custom indexes and mutually exclusive extras for a robust setup

- Tags: tutorial
- Published: 2026-02-26

### [PyTorch CPU-Only Installation Without CUDA Extras Using uv](/baonguyen6742/uv-install-torch/pytorch-cpu-only-installation-without-cuda-extras)

Install PyTorch CPU-only without CUDA extras using uv. Configure optional dependencies in pyproject.toml and run uv sync --extra cpu for efficient, GPU-free installs.

- Tags: tutorial
- Published: 2026-02-26

### [PyTorch ROCm Installation Alternative for AMD GPUs Using uv: A Complete Guide](/baonguyen6742/uv-install-torch/pytorch-rocm-installation-alternative-for-amd-gpus-using-uv)

Install PyTorch ROCm on AMD GPUs with uv. This guide details configuring pyproject.toml and using uv sync for a seamless ROCm-enabled PyTorch installation.

- Tags: tutorial
- Published: 2026-02-26

### [How uv Extra Flags Resolve Dependency Conflicts When Installing PyTorch](/baonguyen6742/uv-install-torch/how-uv-extra-flags-resolve-dependency-conflicts-at-install-time)

Learn how uv extra flags and pyproject.toml resolve PyTorch dependency conflicts by routing specific package indexes and preventing incompatible CUDA and CPU wheels.

- Tags: tutorial
- Published: 2026-02-26

### [Running PyTorch Verification after uv sync: Testing GPU Setup with basic_calculation](/baonguyen6742/uv-install-torch/running-pytorch-verification-after-uv-sync)

Verify your PyTorch GPU setup after uv sync using the basic_calculation function. Confirm your environment is ready for deep learning tasks.

- Tags: testing
- Published: 2026-02-26

### [NVIDIA Driver Version Compatibility with PyTorch CUDA Toolkit Versions: A Complete Guide](/baonguyen6742/uv-install-torch/nvidia-driver-version-compatibility-with-pytorch-cuda-toolkit-versions)

Ensure NVIDIA driver version compatibility with PyTorch CUDA Toolkit for GPU acceleration. Learn the minimum driver requirements for CUDA 12.4 and avoid CPU fallback.

- Tags: deep-dive
- Published: 2026-02-26

### [Finding the Correct PyTorch Wheel URL from download.pytorch.org for uv: A Complete Guide](/baonguyen6742/uv-install-torch/finding-correct-pytorch-wheel-url-from-download-pytorch-org)

Find the correct PyTorch wheel URL from download.pytorch.org for uv. Match your Python and CUDA versions in pyproject.toml for seamless installation. Get your guide now.

- Tags: how-to-guide
- Published: 2026-02-26

### [Platform-Specific PyTorch Installation Strategies with uv: A Complete Guide to sys_platform and os_name Configuration](/baonguyen6742/uv-install-torch/platform-specific-pytorch-installation-strategies-with-uv)

Master platform-specific PyTorch installation with uv. Learn to configure sys_platform and os_name in pyproject.toml for seamless CPU-only and CUDA builds. Optimize your environment-specific constraints.

- Tags: tutorial
- Published: 2026-02-26

### [How to Force a Clean PyTorch Reinstall by Deleting `.venv` and `uv.lock`](/baonguyen6742/uv-install-torch/deleting-venv-and-uv-lock-to-force-clean-pytorch-reinstall)

Force a clean PyTorch reinstall by deleting .venv and uv.lock. Recreate your virtual environment and resolve dependencies from scratch for a fresh PyTorch installation.

- Tags: how-to-guide
- Published: 2026-02-26

### [uv.lock File Role in Reproducible PyTorch GPU Installations: A Complete Guide](/baonguyen6742/uv-install-torch/uv-lock-file-role-in-reproducible-pytorch-gpu-installations)

Discover the crucial role of the uv.lock file in achieving reproducible PyTorch GPU installations. Ensure deterministic builds with precise CUDA wheel pinning.

- Tags: tutorial
- Published: 2026-02-26

### [How to Troubleshoot Mixed NVIDIA Package Versions in uv pip list Output](/baonguyen6742/uv-install-torch/troubleshooting-mixed-nvidia-package-versions-in-uv-pip-list)

Troubleshoot mixed NVIDIA package versions in uv pip list output by clearing cache, deleting lock files, and resyncing with proper CUDA extras. Resolve stale wheel metadata issues.

- Tags: how-to-guide
- Published: 2026-02-26

### [Installing Specific torchvision and torchaudio Versions Matching PyTorch with uv](/baonguyen6742/uv-install-torch/installing-specific-torchvision-torchaudio-versions-matching-pytorch)

Easily install specific torchvision and torchaudio versions that match your PyTorch build using uv. Configure pyproject.toml and sync with uv sync for precise dependency management.

- Tags: tutorial
- Published: 2026-02-26

### [PyTorch GPU Compute Capability and CUDA Version Compatibility Matrix: A Complete Guide](/baonguyen6742/uv-install-torch/pytorch-gpu-compute-capability-and-cuda-version-compatibility-matrix)

Find PyTorch GPU compute capability and CUDA version compatibility. Use uv to automatically resolve the correct PyTorch wheel for your GPU and CUDA setup.

- Tags: tutorial
- Published: 2026-02-26

### [Setting Up Custom PyTorch Indexes for Nightly or Bleeding‑Edge Builds with uv](/baonguyen6742/uv-install-torch/setting-up-custom-pytorch-indexes-for-nightly-builds)

Easily install custom PyTorch indexes for nightly or bleeding-edge builds with uv. Configure pyproject.toml to declaratively manage hardware-specific package variants.

- Tags: tutorial
- Published: 2026-02-26

### [How to Switch Between CPU and GPU PyTorch Versions Using uv](/baonguyen6742/uv-install-torch/how-to-switch-between-cpu-and-gpu-pytorch-versions)

Easily switch PyTorch versions between CPU and GPU using uv by syncing with custom indexes in pyproject.toml. Streamline your Deep Learning development workflow.

- Tags: how-to-guide
- Published: 2026-02-26

### [uv cache clean vs prune vs clean torch: State Management Differences Explained](/baonguyen6742/uv-install-torch/uv-cache-clean-vs-prune-vs-clean-torch-differences)

Understand the state management differences between uv cache prune, uv cache clean torch, and uv cache clean. Learn which command best suits your needs for effective cache management.

- Tags: deep-dive
- Published: 2026-02-26

### [Using Environment Constraints in `pyproject.toml` for Cross-Platform PyTorch Builds](/baonguyen6742/uv-install-torch/using-environment-constraints-in-pyproject-toml-for-cross-platform-builds)

Streamline cross-platform PyTorch builds using environment constraints in pyproject.toml. Leverage optional dependencies and source selectors for platform-specific wheels with UV.

- Tags: tutorial
- Published: 2026-02-26

### [Resolving Conflicts Between Optional Dependencies (CPU vs cu124 Extras) with uv](/baonguyen6742/uv-install-torch/resolving-conflicts-between-optional-dependencies)

Learn how to resolve CPU vs cu124 PyTorch dependency conflicts with uv using the [tool.uv.conflicts] table in pyproject.toml. Prevent incompatible installations.

- Tags: tutorial
- Published: 2026-02-26

### [Understanding the `explicit = true` Flag in uv Index Configuration for PyTorch](/baonguyen6742/uv-install-torch/understanding-the-explicit-true-flag-in-uv-index-configuration)

Master PyTorch installations with uv index configuration. Learn how explicit = true ensures packages resolve strictly from your specified index, avoiding PyPI fallbacks and guaranteeing PyTorch wheels from the official CDN. Opt...

- Tags: tutorial
- Published: 2026-02-26

### [Troubleshooting torch.cuda.is_available Returns False After Installing PyTorch with uv](/baonguyen6742/uv-install-torch/troubleshooting-torch-cuda-is-available-returns-false)

Fix torch.cuda.is_available returning False after PyTorch install with uv. Force CUDA wheels with uv cache clean torch and uv sync --extra cu124.

- Tags: troubleshooting
- Published: 2026-02-26

### [How UV Custom Indexes Work with PyTorch: A Complete Configuration Guide](/baonguyen6742/uv-install-torch/how-do-uv-custom-indexes-work-with-pytorch-package-sources)

Learn how uv custom indexes simplify PyTorch wheel management. Configure multiple sources in pyproject.toml for easy CPU/CUDA build switching with the --extra flag.

- Tags: how-to-guide
- Published: 2026-02-26