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JI JIN · JIN System Architect

Claude Fable 5

Jun 17, 2026 · 10 min read · 0 claps paywalled #artificial-intelligence #runtime #claude-fable-5

When teams pick an LLM inference engine, the conversation usually starts and ends with one word: throughput. How many tokens per second can…

Jun 13, 2026 · 5 min read · 2 claps #llm #local-llm #benchmarking

This is Part 1 of “The LLM Engine Room” — a series on how modern AI inference actually works, from the GPU up.

Jun 02, 2026 · 5 min read · 0 claps #inference-engine #llm-engineering #vllm

You now know how to make the model fast (Part 1) and how to build a stable serving layer around it (Part 2). The final question is: which…

Jun 02, 2026 · 8 min read · 0 claps #vllm #sglang #tensorrt

TCH AI

1. Monitoring in LLM Inference and GPUs: What and How?

Mar 08, 2026 · 9 min read · 6 claps #ai-infrastructure #monitoring #llm-observability

By: Benjamin Ye, Mariia Ponomarenko, Kyryl Truskovskyi & Rohit Saha

Apr 05, 2024 · 12 min read · 4 claps #fine-tuning #large-language-models #inference

AI ECO

Energy efficiency and model execution on compact devices are the two primary drivers of the artificial intelligence accelerator industry…

Jan 04, 2023 · 3 min read · 0 claps #artificial-intelligence #inference-engine #ai-optimisation