> Mamba-3 is a new state space model (SSM) designed with inference efficiency as the primary goal — a departure from Mamba-2, which optimized for training speed. The key upgrades are a more expressive recurrence formula, complex-valued state tracking, and a MIMO (multi-input, multi-output) variant that boosts accuracy without slowing down decoding.

Why can’t they simply say -

Mamba-3 focuses on being faster and more efficient when making predictions, rather than just being fast to train like Mamba-2.

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esquire_900 3 hours ago | parent | next [-]

This is sort of what their first sentence states? Except your line implies that they are fast in training and inference, they imply they are focusing on inference and are dropping training speed for it.

It's a nice opening as it is imo

	▲	cubefox an hour ago \| parent [-]
		They don't say anything about dropping training speed.

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E-Reverance 3 hours ago | parent | prev | next [-]

The first sentence basically does though, no?

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robofanatic 2 hours ago | parent [-]

Of course my only objection was the language. LLMs are now old enough to leave the jargon behind and talk in simple easy to understand terms.

	▲	oersted an hour ago \| parent [-]
		I’d argue the opposite, the terminology is fairly mainstream by now and “inference” has a much more specific sense than “making predictions”.

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mufasachan an hour ago | parent | prev | next [-]

The blog is technical, technical terms in the TL;DR seems relevant to me.

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arendtio 2 hours ago | parent | prev | next [-]

I don't get the downvotes, as I had trouble understanding the intro as well. It seems it was written for a very specific audience.

	▲	qeternity an hour ago \| parent \| next [-]
		Yes, it is written for a specific audience. That is not a reason for snark. As other commenters have noted, it’s well written.
	▲	magicalhippo 17 minutes ago \| parent \| prev [-]
		> I don't get the downvotes Because the blog post is a technical one and the intro contains very common jargon, and the proposed alternative was wrong.

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camillomiller an hour ago | parent | prev [-]

I don’t know why you’re being downvoted. As a longtime editor your version is immensely better. Looks like the original was probably not human-written.