Mia(@MiaAI_lab):Cloudflare's Clef beat Jev in just two weeks How: "frozen" Qwen does one prefill pass, a tiny schema head scores every answer option in parallel, with no text generated at all. That's why it's 4x faster than Jev at 2x the accuracy on some benchmarks. And it's open source! Link to HF:

Mia

@MiaAI_lab

Building with AI & LLMs // Running frontier open models locally

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Mia@MiaAI_lab

2026.10.02 08:26

Cloudflare's Clef beat Jev in just two weeks How: "frozen" Qwen does one prefill pass, a tiny schema head scores every answer option in parallel, with no text generated at all. That's why it's 4x faster than Jev at 2x the accuracy on some benchmarks. And it's open source! Link to HF: