Chunked Prefill: Slicing the Prefill to Protect Decode Latency📅 Apr 22, 2026 · 📝 Apr 26, 2026 · ☕ 8 min read · ✍️ k4iSplitting a long prefill across multiple iterations keeps decode requests from stalling, with no extra FLOPs and negligible IO overhead.