# Install pytorch with Homebrew, apt, dnf Tensors and dynamic neural networks. Version 2.12.1 via Homebrew; verified 2026-06-22. ## Install ```sh sudo av install brew:pytorch ``` Additional install commands: ### macOS - Homebrew (100%): ```sh brew install pytorch ``` Evidence: local Homebrew formula metadata ### Linux - Debian apt (92%): ```sh sudo apt install libtorch-dev ``` Evidence: Debian stable package indexes: libtorch-dev from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz - dnf (92%): ```sh sudo dnf install python3-torch ``` Evidence: Fedora Rawhide package metadata: python3-torch from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/e5ca8ce900cd68f5419e1c39ae517343100b306336cbaeb70a3c153121d95094-primary.xml.zst ## Package facts - **Package key:** brew:pytorch - **Package manager:** Homebrew - **Package manager page:** - **Version:** 2.12.1 - **Source summary:** Tensors and dynamic neural networks - **Homepage:** - **Repository:** - **Upstream docs:** - **License:** BSD-3-Clause - **Source archive:** - **Last updated:** 2026-06-22T14:06:04-07:00 - **Generated:** 2026-07-08T07:18:31+00:00 ## Executables - torchrun (cli) - torchrun (alias) ## Dependencies - abseil - eigen - libomp - libuv - libyaml - numpy - onnx - openblas - protobuf - sleef ## Build dependencies - cmake - ninja - python@3.14 ## Install behavior - Post-install hook: not defined - Bottle: available on arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux ## Freshness - Page generated: 2026-07-08 - Package-manager version: 2.12.1 - Package-manager updated: 2026-06-22 - Local data: ok - Upstream repository: https://github.com/pytorch/pytorch - info: No cached GitHub release or tag data was available. ## Security Notes No matching local secret-handling manifest was found for pytorch. Nucleus package metadata is still published here so future coverage has a stable package URL. ## Source Database Details - **Source Database:** Homebrew formula API - **Tap:** homebrew/core - **Full Name:** pytorch - **Version Scheme:** 0 - **Revision:** 0 - **Requirements:** macos, xcode - **Bottle Stable Root URL:** - **Deprecated:** no - **Disabled:** no - **Keg Only:** no - **URL Keys:** stable ## Other Package-Manager Records - Debian apt - libtorch-dev - 2.6.0+dfsg-7: normalized package name match | Debian stable package indexes: libtorch-dev from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz | Tensors and Dynamic neural networks in Python (Development Files) | https://pytorch.org/ - Debian apt - libtorch-test - 2.6.0+dfsg-7: normalized package name match | Debian stable package indexes: libtorch-test from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz | Tensors and Dynamic neural networks in Python (Test Binaries) | https://pytorch.org/ - Debian apt - libtorch2.6 - 2.6.0+dfsg-7: normalized package name match | Debian stable package indexes: libtorch2.6 from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz | Tensors and Dynamic neural networks in Python (Shared Objects) | https://pytorch.org/ - Debian apt - python3-torch - 2.6.0+dfsg-7: normalized package name match | Debian stable package indexes: python3-torch from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz | Tensors and Dynamic neural networks in Python (Python Interface) | https://pytorch.org/ - dnf - python3-torch - 2.11.0-3.fc45: normalized package name match | Fedora Rawhide package metadata: python3-torch from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/e5ca8ce900cd68f5419e1c39ae517343100b306336cbaeb70a3c153121d95094-primary.xml.zst | PyTorch AI/ML framework | https://pytorch.org/ ## Related links - [Terminal utility packages](https://www.automicvault.com/pkg/terminal-utilities/) - Matched terminal and command-line workflow metadata. - [Text processing packages](https://www.automicvault.com/pkg/text-processing-tools/) - Matched text, document, or structured-data processing metadata. - [Developer build packages](https://www.automicvault.com/pkg/developer-build-tools/) - Matched build, compiler, generator, or developer workflow metadata. - [Language runtime packages](https://www.automicvault.com/pkg/language-runtime-packages/) - Matched language runtime, compiler, or interpreter metadata. - [numpy](https://www.automicvault.com/pkg/brew/numpy/) - Runtime dependency declared by Homebrew. - [cmake](https://www.automicvault.com/pkg/brew/cmake/) - Build dependency declared by Homebrew. - [ninja](https://www.automicvault.com/pkg/brew/ninja/) - Build dependency declared by Homebrew. - [python@3.14](https://www.automicvault.com/pkg/brew/python-3-14/) - Build dependency declared by Homebrew. - [openai-whisper](https://www.automicvault.com/pkg/brew/openai-whisper/) - Popular package that depends on this formula. - [pocket-tts](https://www.automicvault.com/pkg/brew/pocket-tts/) - Popular package that depends on this formula. - [mlx](https://www.automicvault.com/pkg/brew/mlx/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning, python. - [crf++](https://www.automicvault.com/pkg/brew/crf/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [dvc](https://www.automicvault.com/pkg/brew/dvc/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [hf](https://www.automicvault.com/pkg/brew/hf/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [hf-mcp-server](https://www.automicvault.com/pkg/brew/hf-mcp-server/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [llama.cpp](https://www.automicvault.com/pkg/brew/llama-cpp/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [mlx-lm](https://www.automicvault.com/pkg/brew/mlx-lm/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. - [text-embeddings-inference](https://www.automicvault.com/pkg/brew/text-embeddings-inference/) - Shares av.db curated category or tags: cli, developer-tools, machine-learning. ## Combined YAML source View the package source record on GitHub. [combined/pytorch.yml](https://github.com/automic-vault/db/blob/main/combined/pytorch.yml) ## Sources - Nucleus package database - Geiger risk classifier - package-page enrichment - package version freshness - av.db category and tag curation - package relationship graph - external package-manager database matches - cross-ecosystem install command graph