--- title: "pytorch vs pytorch-meta" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/pytorch-pytorch-vs-tristandeleu-pytorch-meta" tools: ["pytorch-pytorch", "tristandeleu-pytorch-meta"] --- # pytorch vs pytorch-meta *GraphCanon updated Jul 11, 2026* ## Verdict Pick pytorch when license: pytorch is Other, pytorch-meta is MIT; pick pytorch-meta when license: pytorch-meta is MIT, pytorch is Other. [pytorch](https://pytorch.org) reports 102k GitHub stars, 28k forks, and 18k open issues, last pushed Jul 11, 2026. [pytorch-meta](https://tristandeleu.github.io/pytorch-meta/) has 2.1k stars, 264 forks, and 61 open issues, last pushed Jul 17, 2023. Figures are from public GitHub metadata via [pytorch's repository](https://github.com/pytorch/pytorch) and [pytorch-meta's repository](https://github.com/tristandeleu/pytorch-meta). | | [pytorch](/tools/pytorch-pytorch.md) | [pytorch-meta](/tools/tristandeleu-pytorch-meta.md) | | --- | --- | --- | | Tagline | Tensors and Dynamic neural networks in Python with strong GPU acceleration | A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch | | Stars | 101,752 | 2,060 | | Forks | 28,478 | 264 | | Open issues | 18,282 | 61 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Computer Vision, Data & Retrieval, Model Training | Computer Vision, Data & Retrieval, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [pytorch](/tools/pytorch-pytorch.md) | [pytorch-meta](/tools/tristandeleu-pytorch-meta.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1090d | | Open issues (now) | 18k | 61 | | Owner type | Organization | User | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/pytorch-pytorch/trust.md) | [trust report](/tools/tristandeleu-pytorch-meta/trust.md) | ## Shared compatibility - **Python**: [pytorch](/tools/pytorch-pytorch.md) - Python runtime; [pytorch-meta](/tools/tristandeleu-pytorch-meta.md) - Python runtime ## Choose when ### Choose pytorch if… - License: pytorch is Other, pytorch-meta is MIT. - Tags unique to pytorch: autograd, deep-learning, gpu, machine-learning. - pytorch ships Docker support for self-hosted deployment. ### Choose pytorch-meta if… - License: pytorch-meta is MIT, pytorch is Other. - Tags unique to pytorch-meta: few-shot-learning, meta-learning, pytorch. - Leaner open-issue backlog (61). ## When NOT to use pytorch - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## When NOT to use pytorch-meta - Last GitHub push was 1090 days ago (dormant maintenance, Jul 17, 2023). Validate activity before betting a new project on pytorch-meta. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between pytorch and pytorch-meta? pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration. pytorch-meta: A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch. See the comparison table for live GitHub stats and shared categories. ### When should I choose pytorch over pytorch-meta? Choose pytorch over pytorch-meta when License: pytorch is Other, pytorch-meta is MIT; Tags unique to pytorch: autograd, deep-learning, gpu, machine-learning; pytorch ships Docker support for self-hosted deployment. ### When should I choose pytorch-meta over pytorch? Choose pytorch-meta over pytorch when License: pytorch-meta is MIT, pytorch is Other; Tags unique to pytorch-meta: few-shot-learning, meta-learning, pytorch; Leaner open-issue backlog (61). ### When should I avoid pytorch? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### When should I avoid pytorch-meta? Last GitHub push was 1090 days ago (dormant maintenance, Jul 17, 2023). Validate activity before betting a new project on pytorch-meta. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is pytorch or pytorch-meta more popular on GitHub? pytorch has more GitHub stars (101,752 vs 2,060). Stars measure visibility, not whether either tool fits your constraints. ### Are pytorch and pytorch-meta open source? Yes - both are open-source projects on GitHub (pytorch: Other, pytorch-meta: MIT). ### Where can I find alternatives to pytorch or pytorch-meta? GraphCanon lists graph-backed alternatives at [pytorch alternatives](/tools/pytorch-pytorch/alternatives) and [pytorch-meta alternatives](/tools/tristandeleu-pytorch-meta/alternatives) ([pytorch markdown twin](/tools/pytorch-pytorch/alternatives.md), [pytorch-meta markdown twin](/tools/tristandeleu-pytorch-meta/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/pytorch-pytorch-vs-tristandeleu-pytorch-meta.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, pytorch or pytorch-meta? pytorch: Very active. pytorch-meta: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for pytorch and pytorch-meta? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [pytorch trust report](/tools/pytorch-pytorch/trust); [pytorch-meta trust report](/tools/tristandeleu-pytorch-meta/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=pytorch-pytorch`](/api/graphcanon/graph?tool=pytorch-pytorch) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_