NeuralMagic

Neural Magic was an AI software company that spun out of MIT in 2018 to build high-performance deep learning inference software. Its flagship open-source products were DeepSparse, a sparsity-aware inference runtime delivering GPU-class performance on commodity CPUs, together with SparseML, SparseZoo, and Sparsify for model compression, sparsification recipes, and a curated model repository, plus nm-vllm, an enterprise LLM inference server for GPUs. Neural Magic was a prolific contributor to the community vLLM project. The company was acquired by Red Hat (agreement announced November 2024, completed January 2025) and its engineering now advances vLLM and Red Hat AI. The community versions of DeepSparse, SparseML, SparseZoo, and Sparsify were deprecated on 2026-06-02. Neural Magic exposed no commercial REST API; its developer surface was a set of first-party Python libraries published to PyPI and open source on GitHub.

NeuralMagic is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine Learning, Inference, and LLM.

NeuralMagic’s developer surface includes documentation and 6 more developer resources.

📡 Profile data on GitHub

0 APIs

Company Artificial Intelligence Machine Learning Inference LLMModel CompressionOpen Source PythonvLLMDeep Learning

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
DigitalOcean Marketplace (partner 1-click apps and SaaS add-ons)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Build 4

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

GitHubOrganization

GitHubOrganization

SourceCode

SourceCode

Operate 2

Status, limits, changes, and where to get help

IssueTracker

IssueTracker

Releases

Releases

Source (apis.yml)

aid: neuralmagic
name: NeuralMagic
description: Neural Magic was an AI software company that spun out of MIT in 2018 to build high-performance deep learning
  inference software. Its flagship open-source products were DeepSparse, a sparsity-aware inference runtime delivering GPU-class
  performance on commodity CPUs, together with SparseML, SparseZoo, and Sparsify for model compression, sparsification recipes,
  and a curated model repository, plus nm-vllm, an enterprise LLM inference server for GPUs. Neural Magic was a prolific contributor
  to the community vLLM project. The company was acquired by Red Hat (agreement announced November 2024, completed January
  2025) and its engineering now advances vLLM and Red Hat AI. The community versions of DeepSparse, SparseML, SparseZoo, and
  Sparsify were deprecated on 2026-06-02. Neural Magic exposed no commercial REST API; its developer surface was a set of
  first-party Python libraries published to PyPI and open source on GitHub.
url: https://raw.githubusercontent.com/api-evangelist/neuralmagic/refs/heads/main/apis.yml
deliveryModel:
  model: library
  license_evidence:
    not_product:
    - neuralmagic/deepsparse
  open_source: unknown
  commercial: false
  callable_host: false
  label: Library · distributed through package registries, no callable service
  confidence: low
  source:
  - repository-not-product
  generated: '2026-09-25'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://avatars.githubusercontent.com/u/68670575?v=4
x-type: company
x-source: vc-portfolio
x-backed-by:
- a16z
x-tier: stub
x-tier-reason: portfolio-lead
x-status: acquired
x-acquired-by: Red Hat
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Inference
- LLM
- Model Compression
- Open Source
- Python
- vLLM
- Deep Learning
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- Inference
- LLM
- Model Compression
- Open Source
- Python
- vLLM
- Deep Learning
- Machine-Learning
- Open-Source
apis: []
common:
- type: IssueTracker
  url: https://github.com/neuralmagic/deepsparse/issues
- type: Releases
  url: https://github.com/neuralmagic/deepsparse/releases
- type: Packages
  url: packages/neuralmagic-packages.yml
  name: Neural Magic Python packages (deprecated)
- type: SDKs
  url: packages/neuralmagic-packages.yml
  name: Neural Magic first-party Python libraries
- type: GitHubOrganization
  url: https://github.com/neuralmagic
  name: Neural Magic on GitHub
- type: Documentation
  url: https://github.com/neuralmagic/docs
  name: Neural Magic documentation (archived)
- type: SourceCode
  url: https://github.com/neuralmagic/deepsparse
  name: DeepSparse source code
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 1
  pass: local-v1

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