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Kimi K3 is in no way going to fit in 96GB RAM * 16 units (1536GB) unless badly quantized and with a small amount of context.

Why not? The model is 2.8T parameters with native MXFP4, which is 1400GB.

I would figure it needs a lot of kV cache and context size which can be much bigger than the model itself