Clef-flash
- Family
- Clef
- Released
- 2026-10-01
- Context
- 66k
- Parameters
- 9B
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
Cloudflare is the connectivity cloud company behind Workers AI. Its Workers AI team trained and released Clef and Clef-f
Cheapest of 1 route · Cloudflare Workers AI
About
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.
Provider price ladder
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Cloudflare Workers AI | $0.090 | - | ServerlessPartial |
Capabilities
Benchmark peer barsfor Agents
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
@cf/cloudflare/clef-flashclef-flashClef-flashCloudflare/clef-flashClef-FlashCloudflare is the connectivity cloud company behind Workers AI. Its Workers AI team trained and released Clef and Clef-f
Cheapest of 1 route · Cloudflare Workers AI