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clef

3 TagsUpdated Apache-2.0by Cloudflare

Decision models by Cloudflare. Clef-Flash is Qwen3.5-9B, fully post-trained, with a joint schema head that scores every option of every question together, in one forward pass per request. Its probabilities come straight from the head. Ollaya runs its text path.

decisionfine-tuned9b

Tags

Name
cleflatestSame as clef:flash.19.1 GB · 4096 ctx · English
clef:flashClef-Flash (Qwen3.5-9B, post-trained) with its joint schema head, text only. Needs a 24 GB GPU.19.1 GB · 4096 ctx · English
clef:flash-fp16Cloudflare's Clef-Flash: Qwen3.5-9B post-trained with a joint schema head that scores every option of every question together, in one forward pass per request. Needs about 19 GB of memory. This tag computes in fp16 on NVIDIA GPUs: faster than clef:flash, with at least 99.5 % of its decisions the same. On a CPU it runs, slowly; use clef:flash there.19.1 GB · 4096 ctx · English

Tags without a suffix load fp16 on a CUDA GPU and fp32 on CPU; add -fp16 or -fp32 to pin one precision.