What do I need to get Kimi 3 locally reliably, full context, 20 concurrent req?

<!-- SC_OFF --><div class="md"><p>Today I set up a full coding toolbox on a single RTX 5080 (with RAM offloading) that's actually viable.</p> <p><strong>Autocomplete</strong>:

<!-- SC_OFF --><div class="md"><p>so recently i got to know that we can use vscode terimal + claude code + ollama models<br /> and i tried doing that it was great but im running

<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like

<!-- SC_OFF --><div class="md"><p>That foodtruck bench post showing deepseek v4 matching gpt-5.2 at 17x cheaper got me thinking. if frontier cloud models are that overpriced for

<!-- SC_OFF --><div class="md"><p>I have Azure H100 quota (NC40ads_H100_v5 - 80GB HBM3) across a couple of regions that I'm not fully utilizing. Rather than let it sit idle,

<!-- SC_OFF --><div class="md"><p>I haven't kept up since around February so I'm just not even sure... and there are quite a few options.</p> <p>I don't care about parameter size,

<!-- SC_OFF --><div class="md"><p>Hey all, someone from Moonshot told me that Kimi K2.6 will be released in the next 10-15 days and will be a small improvement, and K3 is being

<!-- SC_OFF --><div class="md"><p>Has anyone tried these? </p> <p>I found this on <strong>ollama:</strong> <a