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Extracting MoE experts from Kimi K3

BACKGROUND
1 SIGNALFIRST DETECTED 29 July 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
29 Jul
Extracting MoE experts from Kimi K3
OPINION · WHAT · LocalLLaMA
Other feeds and industry voices
22 Apr
Kimi 2.6 and qwen3.6 is out but still as slow as ever

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

OPINION · WHAT · LocalLLaMAOPEN STORY
23 Jul
Possible to load non shared experts to SSD in llama.cpp?

<!-- SC_OFF --><div class="md"><p>I know llama.cpp can use -cmoe switch to load non shared experts in MoE models to RAM and run by CPU and left the other weights and KV cache on

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
Kimi K2.6 will drop in the next 2 weeks, K3 is WIP and will be huge

<!-- 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

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Apr
Kimi K2.6 showcasing its long-horizon agentic coding superpower. It deployed Qwen3.5-0.8B model locally on a Mac. Coded and optimized its inference in Zig. Improved throughput from ~15 to ~193 tokens/sec. 4,000+ tool calls, >12 hours of execution, 14 iterations.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1srk9gu/kimi_k26_showcasing_its_longhorizon_agentic/"> <img alt="Kimi K2.6 showcasing its long-horizon

OPINION · WHAT · LocalLLaMAOPEN STORY
24 Jul
If MOEs have small experts (3B/4B/9B etc), then why can’t we have small expert models as a whole rather than one large model with multiple experts? Like Qwen3.6-3B Coding Expert or something

<!-- SC_OFF --><div class="md"><p>Forgive me naiveness, I’m a little lost. Why must a model be jack of all trades? Why can’t we have a model expert in a single thing?</p>

OPINION · WHAT · LocalLLaMAOPEN STORY
Sources
LocalLLaMA

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