• Stefy Lanza (nextime / spora )'s avatar
    note the deferred surya density router, and what must be measured first · 23faf1a1
    Stefy Lanza (nextime / spora ) authored
    Suggested by a third party and worth keeping: run layout detection, count the
    blocks, and pick full-page or block mode from the count.
    
    Recorded rather than built, because our own evidence says the repetition it
    would prevent came from the 3072-token cap (532 of 594 continuations were
    segment 2, and the loops appear AT the truncation boundary, where a
    continuation re-sends the page its own output), and v0.4.22 raises that budget.
    
    The argument that survives the budget fix is GPU utilisation: one full-page
    generation is a single sequence and cannot be batched with itself, which is
    consistent with pods idling at 1.4% KV cache and with an A100 PCIe delivering
    only 1.14x an A40. SURYA_INFERENCE_BACKEND=vllm is already set, so the
    batching it would rely on is in place.
    
    The doc states the three measurements that decide it.
    Co-Authored-By: 's avatarClaude Opus 5 <noreply@anthropic.com>
    Claude-Session: https://claude.ai/code/session_01KnfkxBpcZ1v6ypRFFyhrVM
    23faf1a1
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