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Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

research.meta.ai

241–250 of 682 posts

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#241
post #46
post #5

Will be interesting to see how Qwen3.8 27B compares against this once it releases this week. Seems like dense 30B is back in fashion? EDIT: An open weight version of Muse Spark 1.2 is going to be released as well: https://x.com/alexandr_wang/status/2086756152034066792 https://xcancel.com/alexandr_wang/status/2086756152034066792

Based on the benchmarks, it seems that Muse Glimmer barely edges out against Qwen3.6 27B, except for tool-calling skills (MCP, etc.). I wouldn't be surprised if they released it now because they are afraid they wouldn't beat Qwen3.8 27B.

Qwen3.6 27B is the go-to medium sized model for coding, so beating it is not a small achievement

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#242
post #101

I lament the comments saying this in any way redeems Meta (the company). The researchers releasing this stuff have almost nothing to do with Meta other than being bankrolled by the slaughterhouse. You aren't the customer, you are the pawn in big tech's game of thrones. Your good will is a commodity to be traded, almost literally. It will be used against you the moment it's convenient. This is open weights because Met…

This is Apache 2.0, which is quite permissive. Just accept the gift.

These kind of responses are hilarious.

Someone gives something for free (and indeed this is entirely free) and the top comment is pure complaint.

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#243
post #101

I lament the comments saying this in any way redeems Meta (the company). The researchers releasing this stuff have almost nothing to do with Meta other than being bankrolled by the slaughterhouse. You aren't the customer, you are the pawn in big tech's game of thrones. Your good will is a commodity to be traded, almost literally. It will be used against you the moment it's convenient. This is open weights because Met…

Meta can never be redeemed, but it's still valid to admit that FB at one point had a very badass engineering culture. They're one of 2 companies I would absolutely never work for (weapons etc aside). FB's recruiters hounded me so often I requested that they blackball me. The day they became Meta, I learned this by checking my email to see that they started trying to reach out again. I once again requested that they b…

Mind telling me roughly what you had on your resume that had meta /fb hounding you for a job? ( Of course so I can avoid having this situation happen to me, naturally)

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#244

Earlier quoted context omitted.

Would you say those badass engineers were/are managed by Careless People?

My impression is that they had created a system where management cared very deeply about "number go up", and very little about "which number?"

The book title is a reference to The Great Gatsby: "They were careless people, Tom and Daisy- they smashed up things and creatures and then retreated back into their money or their vast carelessness or whatever it was that kept them together, and let other people clean up the mess they had made.” ― F. Scott Fitzgerald

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#245
post #101

I lament the comments saying this in any way redeems Meta (the company). The researchers releasing this stuff have almost nothing to do with Meta other than being bankrolled by the slaughterhouse. You aren't the customer, you are the pawn in big tech's game of thrones. Your good will is a commodity to be traded, almost literally. It will be used against you the moment it's convenient. This is open weights because Met…

Meta can never be redeemed, but it's still valid to admit that FB at one point had a very badass engineering culture. They're one of 2 companies I would absolutely never work for (weapons etc aside). FB's recruiters hounded me so often I requested that they blackball me. The day they became Meta, I learned this by checking my email to see that they started trying to reach out again. I once again requested that they b…

> It's better than the benchmark scores seem to indicate compared to Qwen 3.6 27B. I'm very excited for 3.8

Is it worth considering if it's only marginally better than Qwen 3.6 though? Qwen 3.8 27B is almost there, and will probably be better suited as drop-in replacement for 3.6. Not even considering there's probably going to be a 3.8-35B-A3B too - which will have even better performance.

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#246
post #101

I lament the comments saying this in any way redeems Meta (the company). The researchers releasing this stuff have almost nothing to do with Meta other than being bankrolled by the slaughterhouse. You aren't the customer, you are the pawn in big tech's game of thrones. Your good will is a commodity to be traded, almost literally. It will be used against you the moment it's convenient. This is open weights because Met…

It’s rather amusing to me to read comments like this, and then simultaneously whenever a Chinese company or team releases open-weight models or whatever there is a giant round of applause, America is so behind, and there’s nothing but positive things to say about the intelligent, creative, and well-intentioned Chinese engineers (which is true, America certainly doesn’t have a monopoly on great people). Don’t you know…

Nobody wants to live in a world where one party dominates due to access to superior AI and the others have to fear it (well, except for a few psycopaths who would gamble on being in control of that party). So the underdog will always be the good guy in this race. It has been framed as a race between countries, so Meta fails to be the underdog because they're in the wrong country. That's all.

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#247
post #4

Meta did not abandon opensource. I would love to see a smaller distill, or a moe of this size but the benchmarks seems competetive as long as it isnt benchmaxed witch i would not be suprosed if it is.

> Meta did not abandon opensource Open weights* I don't think outside of the Big 3 (Ant, OAI, GDM), given the strong competition from China, any other Lab has a chance at capturing the coding market if they aren't open weights (save for xAI whose latest Grok looks every bit good & will probably rely on Cursor for distribution instead of going open weights). There's literally no other selling point, as the capabilitie…

GDM -- Ok, I'll bite. Why are you including them?

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#248
post #101

I lament the comments saying this in any way redeems Meta (the company). The researchers releasing this stuff have almost nothing to do with Meta other than being bankrolled by the slaughterhouse. You aren't the customer, you are the pawn in big tech's game of thrones. Your good will is a commodity to be traded, almost literally. It will be used against you the moment it's convenient. This is open weights because Met…

More meta derangement syndrome on HN, what a surprise.

We all benefit when companies invest their resources in producing open models. No one thinks this absolves anyone of being terrible elsewhere. But we can still be happy about it.

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#249
Remember when we needed 200 servers for an enterprise website because Apache used one process or thread per connection - and Nginx collapsed that into a single box overnight? That moment for LLMs is near. It’s going to move us from the big iron era of AI to small portable brains. Nature has already proved it’s possible with 20 watts and very little heat generation. And I think the data center buildout will end in carnage.

Re: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

#250
post #97

With the business model for API based LLMs looking iffy at best it seems like we’re heading back to the “server under your desk” era of IT again.

Why do you say API based llms looking iffy at best? Do you just mean current profitability due to market pressures from some companies’ subsidized investor money? Surely, even if you’re just using open weights models, it should theoretically be cheaper to use them in a highly optimized cloud architecture(even with vendor markups) rather than each person serving their own models from much less efficient (and more impo…

LLMs are becoming commoditized, which means the margins are trending to zero. It's a lot less exciting to spend another trillion on a new model if you can barely make any profit. Meta getting out of the game might be the smarter move.
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