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I read the readme and the guide file. There is just one thing I can comment: might as well solve the NP hard problems. I think you can do it easily, author. As you can already solved harder problems than those with your language.

People do love auditing everyone else’s donations.

Money talks louder than words. This isn't exactly a secret, is it.

As expected vibecoding bros cannot even read the manual properly.

It is pretty trivial to pin a single provider for a model. Better yet, instead of calling the model directly, use presets instead. You can easily change the setting on openrouter without having to update your app every time.


The article mentioned they pinned the provider and model and the result was bad as well with their own shenanigans. That part was in the end of the article so maybe you missed it.

it is a way bigger model with extra 200B engram so of course the score improves.

can't wait for deepseek v4.1 pro


Crazy that they still keep the price -- or actually decrease it, even -- despite it is a big improvement. I hope it retains some of the tps speed of the preview release though, 300 tps means gemini flash is no longer "the fastest option" any more.

yeah raid or not you still get the hard limitation by the pcie lanes

it is even worse with 40 macbooks.

if 40 macbooks is all that take to serve a 1TB model with decent speed then you would see everyone selling the models for very cheap right now.


luckily I have purchased a used amd mi50 32gb card for pretty cheap back then. while I haven't used it extensively, it feels pretty great having a backup plan that does not depend on any external 3rd parties.


openai did human crafted chain of thought dataset training. deepseek didn't have the resources so they attempted RL. doing RL correctly is hard because of the risk of model collapsing.


Er, o1 was also RL.


very important actually. just try to generate code for fresher frameworks/libraries. gemini sucks so bad in real work usage, everything it suggests are outdated and mostly useless.


Still refuse to search internet for stuff it thinks does not exist lol.

And even when searching for internet, it still cannot suggest a up-to-date approach to the problem.

For example I'm using crystal, it recently revamped the concurrency/parallel model. Even using web search, gemini still does not aware of the new feature and still give the outdated code.

I'm sure my crystal usage is not the unique case here.


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