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echelonyesterday at 8:15 PM3 repliesview on HN

> albeit intentionally

The model was "accidentally" released.

Meta was giving it to approved researchers only until someone leaked a torrent. Whether that was a researcher, an insider, or Meta's plan all along, we don't know.

Meta has withheld its best models, as have a lot of other "open weights" Chinese companies. When an "open weights" company gets ahead in one domain or modality, they tend to start withholding their releases. Tencent, for instance, began withholding their Hunyuan models once they became competitive. Alibaba has done the same.

The "open weights" strategy for the majority of players is this: open source when you're not in first place. Use the ecosystem to poison your rival's margins and play catch up on distribution.

In the West, it tends to take on yet another hook: "shareware weights until you pass $1M ARR, then you must license." See Flux, K2, etc.

The only way for open weights to make sense financially is if you have another income stream and are dumping on the market to destroy competition and/or can get people into using your inference infra / product ecosystem / tooling. Nobody's cracked this yet.


Replies

thepaschtoday at 12:55 AM

This seems provably untrue? GLM and Kimi have been at the top of the open weights conversation for a while, and K3 and GLM-5.2 were still released in full; K3 added a commercial clause to the license, but is otherwise still completely open for personal use. And K3 in particular isn't just at the open frontier anymore, but trading blows with the frontier frontier.

codedokodeyesterday at 10:05 PM

So you are complaining that there are too many open weight models and you would like less of them?

gfodytoday at 12:39 AM

personally I'd love to see open base models, and let companies differentiate with premium access to post training and alignment - that's where the real fight is anyways. they really ought to be pooling their resources/data and getting more economical with the pre-train anyways.