Part 3 — Implementation/Engine-Level: Choosing the Runtime That Gives You These for Free
Author(s): Mehedi Hasan Originally published on Towards AI. Part 3 — Implementation/Engine-Level: Choosing the Runtime That Gives You These for Free You now know how to make the model fast (Part 1) and how to build a stable serving layer around it …
Part 2 — Serve-Level Speed: System Design That Stabilizes P95/P99
Author(s): Mehedi Hasan Originally published on Towards AI. Part 2 — Serve-Level Speed: System Design That Stabilizes P95/P99 You’ve quantized the model, switched to Flash Attention, and maybe even dropped to INT4. Your GPU kernels are now efficient. But users still complain …
3-Part Series: LLM Latency in Production (Part 1)
Author(s): Mehedi Hasan Originally published on Towards AI. 3-Part Series: LLM Latency in Production (Part 1) Originally published at https://mhabir.substack.com. Part 1 — Model-Level Speed: Make the Model Fast on the GPU If you’re shipping LLMs to production, your first performance bottleneck …