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There is minimal downside to switching to open models

marble.onl

211–220 of 351 posts

Re: There is minimal downside to switching to open models

#211

> Open models are served via various means, some by the companies that released them and some by third parties like OpenRouter. Unfortunately, both of these routes are dodgier in terms of privacy and data sharing, and I would not feel the same comfort sending API calls containing client or confidential data to them. That's why I'm using eurouter.ai with the following routing rule for all my requests: { "model": "glm-…

I had a look at eurouter.ai and it seems like an extremely bad offer. - The prices are ridiculous (15 % markup for free account). - They have a rate limit of 1000 requests per month, unless you pay 40€ per month for ... what exactly is their value proposition? - They have a single provider (TensorX) for DeepSeek-V4-Pro, with a cache read cost that is over 100 times higher than DeepSeek ($0.44 vs $0.003625). Notably,…

Hosting anything in EU must cover redtape and carbon taxes in electricity bill.

Re: There is minimal downside to switching to open models

#212
post #11

I think it's interesting that people write off open weight models because they're "a few months behind" proprietary models. I know LLMs move at the speed of light (especially these past few quarters), but if Opus and GPT "a few months ago" were really like open weight models, then there's really no reason to not switch, especially for those who were using these models a few months ago. Your codebase didn't change, so…

Every new proprietary model is "groundbreaking" and "look, it just solved task X that no other model could solve," only to be referred to as "that crappy previous-generation model" a month later. So yeah, I'm totally fine using Kimi-2.7, GLM-5.2 or Deepseek-v4. I think we've already hit the ceiling and most improvements now seem to be from harness improvements and slightly better RL to improve reasoning/tool calling.

There are open models with groundbreaking innovations, like MiMo-2.5-Pro-UltraSpeed which you simply can't get anywhere else (there is no other model with those capabilities that I can get with 1000 token/second speed).

Re: There is minimal downside to switching to open models

#213

Earlier quoted context omitted.

People talk about this a lot. What I have never seen is a discussion of methods they might employ to degrade the models. Let’s say I’m a bad faith LLM operator, and I want to degrade my model so the next release looks better and people want to switch to the more expensive one. How would I do that?

Weight quantization, n-expert capping, routing to smaller model, context window truncation, aggressive sampling constraints, lossy speculative decoding and probably more.

I can't prove any of it, but it sure feels like that happens sometimes on Anthropic's platform.

I don't seem to get any of this with GPT-5.5 or GPT-5.5-Pro (not that I use 5.5-Pro enough to know for sure, but when I do use it, it never seems nerfed).

Re: There is minimal downside to switching to open models

#214

> Open models are served via various means, some by the companies that released them and some by third parties like OpenRouter. Unfortunately, both of these routes are dodgier in terms of privacy and data sharing, and I would not feel the same comfort sending API calls containing client or confidential data to them. That's why I'm using eurouter.ai with the following routing rule for all my requests: { "model": "glm-…

Actually got curious about other alternatives to OpenRouter and looked into it a bit.

EURouter (Amsterdam): https://www.eurouter.ai/pricing

Eden AI (France): https://www.edenai.co/pricing

nexos.ai (Lithuania): https://nexos.ai/pricing/

Requesty (Germany): https://www.requesty.ai/pricing

Cortecs (Austria): https://cortecs.ai/pricing

Nordference (Estonia): https://nordference.ai/pricing

Guess those are really popping up as mushrooms, eh? Not an endorsement of any of those on my part cause I haven't personally used them, but seems like there are at least options for those who need them.

Re: There is minimal downside to switching to open models

#215

Earlier quoted context omitted.

Also, there's a nontrivial learning curve involved in running your own inference server, once you move past the casual-goofing-around-with-llama-server stage. If you care about not being a sharecropper on Sam's or Dario's plantation, you should consider learning the ropes. Even if you don't put these skills to immediate use in your day job. I didn't appreciate this until I started down that road myself.

> If you care about not being a sharecropper on Sam's or Dario's plantation Couldn't have put it better myself. That's what all this comes down to. Owning the hardware, owning the inference. Not perpetually renting them out on a meter like in the dystopian future they're envisioning.

You also have the option to not use AI

Re: There is minimal downside to switching to open models

#216

Earlier quoted context omitted.

I had a look at eurouter.ai and it seems like an extremely bad offer. - The prices are ridiculous (15 % markup for free account). - They have a rate limit of 1000 requests per month, unless you pay 40€ per month for ... what exactly is their value proposition? - They have a single provider (TensorX) for DeepSeek-V4-Pro, with a cache read cost that is over 100 times higher than DeepSeek ($0.44 vs $0.003625). Notably,…

Hosting anything in EU must cover redtape and carbon taxes in electricity bill.

The markup is not going to the providers, only the router. It seems more like eurouter found a niche it can milk for a while.

Re: There is minimal downside to switching to open models

#217
post #159

Earlier quoted context omitted.

The UK can arrest you for hate speech. You can disagree with that policy on free speech terms if you want, and that’s really a maximal free speech position. It’s a very strange position to hold if you’re claiming that the U.S. is better when it comes to free speech. The U.S. administration is engaged in active smear campaigns against anyone who speaks loudly against them, threatened to revoke licenses of media compan…

I as a individual won’t get arrested for speaking my mind, and that’s much more important than some legal battle around corporate media. „ deployed the military in cities they don’t like for no other reason than intimidation of political rivals” That’s one perspective on simply trying to enforce laws. Moreover, let’s not forget about how Biden government tried to silence Rogan.

You know who else was simply enforcing laws? The Gestapo.

Re: There is minimal downside to switching to open models

#218
post #164

Earlier quoted context omitted.

The UK can arrest you for hate speech. You can disagree with that policy on free speech terms if you want, and that’s really a maximal free speech position. It’s a very strange position to hold if you’re claiming that the U.S. is better when it comes to free speech. The U.S. administration is engaged in active smear campaigns against anyone who speaks loudly against them, threatened to revoke licenses of media compan…

The UK is not the EU, the UK is US "lite", they have always been that way, thats not something new.

[deleted]

Re: There is minimal downside to switching to open models

#219

Earlier quoted context omitted.

Why use EU specifically? I get not trusting the US, of course, but surely the EU isn't far behind in its desire to spy on its own citizens. Do you not live there?

From all the large governmental institutions, the EU is the one currently holding up traditional western values. That gives it street cred in this subject.

"The situation for free speech in Europe is even worse than I thought"

https://eternallyradicalidea.com/p/the-situation-for-free-sp...

Re: There is minimal downside to switching to open models

#220
post #124

Earlier quoted context omitted.

>and US citizens don't seem to care I think maybe you haven't been paying attention. Most of us do care. Trump's approval rating is pretty low at 36%, and his disapproval rating is high. Just because he's still causing chaos doesn't mean the majority of us don't care about it. There's just no legal way to remove him, and his cronies simply won't do it - there's not enough votes in congress or he would have been gone…

I understand your point, however I don’t buy „there's just no legal way to remove him“. With so low ratings where are the daily protests against such type of government? Surely, nationwide daily protests would make elected officials reconsider their positions, given an upcoming midterm election, while there still is one. Don’t get me wrong, I know the thousands reasons why you won’t join a protest, I’m „guilty“ mysel…

Largest protests in US history in the past year:

https://en.wikipedia.org/wiki/List_of_protests_and_demonstra...

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