> We're nowhere near a Fable-class model IMO, but things are going to get interesting in this next year.

I'm wondering of you could clarify your thoughts on this. I've had a hard time evaluating what Fable-class actually is capable of that sets them (or really it) apart from other models in a very significant way.

It's early days, but GLM 5.3 Flash is the first local model that feels good enough to me to be a "main" model without debating whether each problem needs to be sent to a stronger model. DS4 Flash is good enough at implementing given a plan, but I wasn't always a fan of what it came up with when asked to plan something.

The good news is it can only get better from here.

What coding harness are you using? I am trying to take the plunge and wondering which I should use

I assume that's about 5.3 Flash, not full?

What quant are you running and tps?

do you mean GLM 5.3 flash?