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clef-flash API

Cloudflare/clef-flash (Qwen3.5-9B with a decision head, Apache-2.0) on our own GPUs in Russia · the same /v1/decisions as frida-decisions with model=clef-flash: long text up to 8k tokens, stronger on English and fine distinctions. Types choice, score, noul (no ranking) · ~150 ms · a unit counts ×4 · /v1/decisions

Runs on our own GPUs in Russia.

How to connect: change one line — base_url. Get an sk- key in the dashboard.

curl https://api.neuraldeep.ru/v1/decisions \
  -H "Authorization: Bearer $NEURALDEEP_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"clef-flash","state":"My verification code never arrives","questions":{"topic":{"type":"choice","instructions":"Which topic?","criteria":{"login":"sign-in, codes","payment":"payments, refunds"}}}}'

https://neuraldeep.ru/en/models/clef-flash