OctoAI

Hosted inference for open text and image models, shut down in October 2024 after NVIDIA acquired it.

Provider: default
Kind: ML inference
Category: Compute
Official docs: https://github.com/octoml
Also known as: OctoML, OctoStack

Properties · 4 set by this component

property	type	values	required	kind default	this component
accelerator	enum	none \| gpu \| asic	no	none	▸ gpu
acceleratorModel · advanced	enum	nvidia-h100 \| nvidia-h200 \| nvidia-b200 \| nvidia-l4 \| nvidia-a100 \| amd-mi300x \| aws-trainium \| aws-inferentia \| google-tpu \| intel-gaudi \| groq-lpu \| cerebras-wse	no	—	inherited
deployment · component property	enum	hosted \| octostack	no	hosted	inherited
embeddingSyncMinutes · advanced	integer	—	no	—	inherited
inputs	enum	live \| historical \| both	no	live	▸ live
instances	integer	—	no	—	inherited
managed	boolean	—	no	false	▸ true
snapshotToObjectStore · advanced	boolean	—	no	false	inherited
training	enum	batch \| online	no	batch	▸ batch

Rules that apply · 1

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "octoai", component: "octoai" }

Other ML inference products · 37

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Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# OctoAI: OctoML's hosted inference platform for open text and image models, plus the self-hosted OctoStack.
3# Retired October 2024: NVIDIA acquired OctoAI in September 2024, and the company wound down its services and
4# terminated access to all of them on 31 October 2024.
5schemaVersion: "1"
6type: "component"
7id: "octoai"
8kind: "ml-inference"
9provider: "default"
10docs: "https://github.com/octoml"
11aliases: ["OctoML", "OctoStack"]
12defaults:
13  training: "batch"
14  inputs: "live"
15  accelerator: "gpu"
16  managed: true
17properties:
18  deployment:
19    type: "enum"
20    values: ["hosted", "octostack"]
21    default: "hosted"

The same page as markdown, for an agent: /catalogue/components/octoai.md