TensorWave

TensorWave is a Las Vegas-headquartered AI cloud provider that builds and operates bare-metal GPU infrastructure exclusively on AMD Instinct accelerators (MI300X, MI325X, MI355X and MI455X) with AMD's open ROCm software stack. The company sells dedicated GPU nodes, high-speed network storage, and managed Slurm and Kubernetes clusters for AI model training, fine-tuning and inference, with observability, job scheduling, alerting and expert support layered on top. Access to the compute platform itself is delivered over SSH, Slurm and Kubernetes rather than a public REST control-plane API. TensorWave's public API surface is ScalarLM, the CC0-licensed unified training-and-inference stack it maintains and sponsors alongside RelationalAI, which exposes an OpenAI-compatible inference endpoint backed by vLLM together with a Megatron-LM training surface from a single deployment.

TensorWave publishes 1 API on the APIs.io network: ScalarLM API. Tagged areas include Company, Artificial Intelligence, Machine Learning, Cloud Computing, and GPU.

TensorWave’s developer surface includes documentation, getting-started guide, support, engineering blog, CLI, changelog, and 17 more developer resources.

45.4/100 developing ▬ flat Agent 27/100 agent aware Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1
1 APIs
CompanyArtificial IntelligenceMachine LearningCloud ComputingGPUInfrastructureInferenceModel TrainingHigh Performance ComputingData Centers

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1
Composite quality — 45.4/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 4.1 / 13
Governance 2.5 / 12
Discoverability 8.7 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/tensorwave: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

ScalarLM API

ScalarLM is the open-source (CC0-1.0) unified LLM training and inference stack maintained and sponsored by TensorWave. A single deployment exposes an OpenAI-compatible inference...

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Tensorwave Authentication

0 schemes

SECURITY

Tensorwave Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Tensorwave Vulnerability Disclosure

Hackerone · contact published

SECURITY

Tensorwave Trust Center

SOC 2, ISO 27001, HIPAA

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 5

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: tensorwave
name: TensorWave
description: TensorWave is a Las Vegas-headquartered AI cloud provider that builds and operates bare-metal GPU infrastructure
  exclusively on AMD Instinct accelerators (MI300X, MI325X, MI355X and MI455X) with AMD's open ROCm software stack. The company
  sells dedicated GPU nodes, high-speed network storage, and managed Slurm and Kubernetes clusters for AI model training,
  fine-tuning and inference, with observability, job scheduling, alerting and expert support layered on top. Access to the
  compute platform itself is delivered over SSH, Slurm and Kubernetes rather than a public REST control-plane API. TensorWave's
  public API surface is ScalarLM, the CC0-licensed unified training-and-inference stack it maintains and sponsors alongside
  RelationalAI, which exposes an OpenAI-compatible inference endpoint backed by vLLM together with a Megatron-LM training
  surface from a single deployment.
url: https://raw.githubusercontent.com/api-evangelist/tensorwave/refs/heads/main/apis.yml
image: https://cdn.builder.io/api/v1/image/assets%2Ff941d509b8ea45f8972dd215996c7055%2Fdb1d4443bf134999962dbc3ab17eb3e6
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-08-02'
modified: '2026-08-02'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Cloud Computing
- GPU
- Infrastructure
- Inference
- Model Training
- High Performance Computing
- Data Centers
apis:
- aid: tensorwave:scalarlm
  name: ScalarLM API
  description: ScalarLM is the open-source (CC0-1.0) unified LLM training and inference stack maintained and sponsored by
    TensorWave. A single deployment exposes an OpenAI-compatible inference endpoint backed by vLLM (/v1/chat/completions,
    /v1/completions, /v1/models), a queue-backed batch generate surface with worker coordination, a Megatron-LM training surface
    dispatched through Slurm (chunked dataset upload, job control, checkpoints, publish-to-Hugging Face), plus Slurm scheduler
    and health/metrics endpoints. It runs unchanged on AMD and NVIDIA GPUs; TensorWave's own deployments run on AMD MI300X.
  humanURL: https://www.scalarlm.com/docs/
  baseURL: https://gpt-oss.cray-lm.com
  tags:
  - Inference
  - Model Training
  - Machine Learning
  - LLM
  - OpenAI Compatible
  - Slurm
  properties:
  - type: OpenAPI
    url: openapi/tensorwave-scalarlm-openapi.yml
  - type: Overlay
    url: overlays/tensorwave-scalarlm-overlay.yaml
  - type: Documentation
    url: https://www.scalarlm.com/docs/
  - type: APIReference
    url: https://www.scalarlm.com/inference/
  - type: GettingStarted
    url: https://www.scalarlm.com/quick-start/
  - type: SourceCode
    url: https://github.com/tensorwavecloud/ScalarLM
  - type: Authentication
    url: authentication/tensorwave-authentication.yml
  - type: Conventions
    url: conventions/tensorwave-conventions.yml
  - type: ErrorCatalog
    url: errors/tensorwave-problem-types.yml
  - type: DataModel
    url: data-model/tensorwave-data-model.yml
  - type: AgentSkill
    url: skills/_index.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: TrustCenter
  url: security/tensorwave-trust-center.yml
- type: Website
  url: https://tensorwave.com/
- type: DeveloperPortal
  url: https://docs.tensorwave.com/
- type: Documentation
  url: https://docs.tensorwave.com/
- type: GettingStarted
  url: https://docs.tensorwave.com/welcome-to-tensorwave/bare-metal-quickstart
- type: Support
  url: https://docs.tensorwave.com/support/filing-support-tickets
- type: Blog
  url: https://tensorwave.com/blog
- type: GitHubOrganization
  url: https://github.com/tensorwavecloud
- type: TermsOfService
  url: https://tensorwave.com/terms
- type: PrivacyPolicy
  url: https://tensorwave.com/privacy
- type: Compliance
  url: https://security.tensorwave.com/
- type: Security
  url: https://security.tensorwave.com/
- type: Contact
  url: https://tensorwave.com/connect
- type: LLMsTxt
  url: llms/tensorwave-llms.txt
- type: Packages
  url: packages/tensorwave-packages.yml
- type: SDKs
  url: packages/tensorwave-packages.yml
- type: CLI
  url: cli/tensorwave-cli.yml
- type: WellKnown
  url: well-known/tensorwave-well-known.yml
- type: Conformance
  url: conformance/tensorwave-conformance.yml
- type: Lifecycle
  url: lifecycle/tensorwave-lifecycle.yml
- type: ChangeLog
  url: changelog/tensorwave-changelog.yml
- type: DomainSecurity
  url: security/tensorwave-domain-security.yml
- type: VulnerabilityDisclosure
  url: security/tensorwave-vulnerability-disclosure.yml
x-enrichment:
  date: '2026-08-02'
  status: enriched
  artifacts_added: 21
  pass: local-v1