Clef-flash on Cloudflare Workers AI

Clef · Cloudflare

ServerlessOpen Source

Last refreshed 2026-10-04. Next refresh: weekly.

Why use Clef-flash on Cloudflare Workers AI?

Cloudflare Workers AI offers Clef-flash with pay-as-you-go pricing at $0.09/1M input tokens. Cloudflare is a leading connectivity cloud company that provides a comprehensive suite of cloud-native products and developer tools to enhance web performance, security, and reliability.

Input / 1M
$0.090
Output / 1M
-
Cache
Not sourced
Batch
Not sourced

Setup recipe

Docs fallback
Install
Use the provider REST API or SDK
Auth
Create a provider API key
Call
model: @cf/cloudflare/clef-flash
Model ID
@cf/cloudflare/clef-flash

Request example

Curated snippets for this provider are not sourced yet. Use Cloudflare Workers AI documentation with model ID @cf/cloudflare/clef-flash.

Gotchas

  • Use provider model ID "@cf/cloudflare/clef-flash", not the LLMReference slug "clef-flash".

Pricing

TypePrice (per 1M)
Input tokens$0.09

Capabilities

VisionMultimodalStructured Outputs

About Clef-flash

Clef-flash is Cloudflare's 9B open-weight multimodal decision model, the fast sibling of Clef, released 2026-10-01 by the Workers AI team. Post-trained from Qwen3.5-9B (not Qwen3.8): the backbone is frozen, and a joint schema head is trained alongside rank-256 LoRA adapters with label-smoothed cross-entropy, a Brier calibration loss, and RLCD. It reads a state (text, JSON, or images) and up to 64 typed questions (noul, choice, or score) and returns a probability for every allowed option in one non-autoregressive pass, with no free-form text generation.

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Model Specs

Released2026-10-01
Parameters9B
Context66k

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