Workers AI

cloudflare ML inferencecloudflare-workers-ai

Serverless inference on Cloudflare-operated GPUs across the global network.

Provider: cloudflare
Kind: ML inference
Category: Compute
Official docs: https://developers.cloudflare.com/workers-ai/platform/pricing/

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
embeddingSyncMinutes · advanced	integer	—	no	—	inherited
freeNeuronsPerDay · component property	integer	—	no	10000	inherited
inputs	enum	live \| historical \| both	no	live	▸ live
instances	integer	—	no	—	inherited
managed	boolean	—	no	false	▸ true
snapshotToObjectStore · advanced	boolean	—	no	false	▸ false
textGenerationRequestsPerMinute · component property	integer	—	no	300	inherited
training	enum	batch \| online	no	batch	inherited

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: "workers-ai", component: "cloudflare-workers-ai" }

Other ML inference products · 37

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Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Workers AI: serverless inference on Cloudflare-operated GPUs across the global network
3# ("Workers AI overview": "Run machine learning models, powered by serverless GPUs").
4# Pre-trained catalogue models served online; 10,000 Neurons per day are free ("Pricing").
5schemaVersion: "1"
6type: "component"
7id: "cloudflare-workers-ai"
8kind: "ml-inference"
9provider: "cloudflare"
10docs: "https://developers.cloudflare.com/workers-ai/platform/pricing/"
11defaults:
12  managed: true
13  accelerator: "gpu"
14  inputs: "live"
15  snapshotToObjectStore: false
16properties:
17  freeNeuronsPerDay:
18    type: "integer"
19    default: 10000
20  textGenerationRequestsPerMinute:
21    type: "integer"
22    default: 300

The same page as markdown, for an agent: /catalogue/components/cloudflare-workers-ai.md