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I have previously said this: You don't pick an inference engine first. You pick a…

I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape,…

This is a AI post classified by Jev as AI infra & evals (a tutorial), kept by the AI Radar because it carries real work, not commentary.

I have previously said this: You don't pick an inference engine first. You pick a hardware strategy, a workload shape, and a serving model. The engine follows. But there is one more layer under it. You also do not pick a model and a GPU and call it done. You pick a file encoding, and a kernel path. The GPU follows those. Start with the loop. Text becomes tokens. Tokens move through a Transformer. Attention decides which earlier tokens matter. The runtime keeps a KV cache so the model does not recompute the whole conversation every time. Then it picks the next token and does it again. The

Posted by Ahmad (76.1k followers) 1 h ago · 110 likes · 5.6k views · view the original post on X. Kept by the AI Radar as AI infra & evals.

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Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 35.5k posts from 5k X accounts over the last 14 days, 1.5k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-21 05:20 UTC. Full method.