Viewing profile — natrys

I think this one requires a bit of strong prompting. I am also normally a Pi user, but my experience in OpenCode with this model has been drastically better than in Pi, where it ov…

So your cost would be $40.68 with another provider that has one less zero in the cache hit price.

At least the SSM layers should have relative PE built in via recurrence, in a hybrid attention model like this.

They can and almost certainly are doing similarly impressive engineering works internally. They just aren't in any hurry to forward those cost savings to you.

If anecdote is data, then here's another point: https://nitter.net/synthwavedd/status/2077537805715005724#m (As an aside, I don't know how it was professional of Arena to unmask an…

Some official benchmark numbers posted in Chinese social media (I am sure they will publish an English blogpost later too): https://mp.weixin.qq.com/s/V4xhEIy8xDXSMDPrPkmUAQ Genera…

These things enormously benefit from economies of scale. I am fairly certain their margins might be low but they don't actually sell API at loss, however that doesn't mean your cos…

No I think uv is to python what opam is to ocaml, it's mostly a package/dependency manager. Superficially, both uv and dune are also project runners. But dune is mainly a build too…

It seems frontier, on the balance, would rather lose that segment of he market than lower the API price. They are getting the bag in the enterprise segment, those clients aren't di…

Yes it was good for its time, but 10 months old now which is a long time ago in this space. It was also a fine-tune (albeit a good one) of Qwen-2.5 72B. I wish they did more smalle…

I think tree-sitter's relationship with JavaScript is entirely syntactic. You don't need any JS runtime installed to write grammars, because technically tree-sitter CLI already has…

Very impressive demo. From VM curation to vibe coding something running on port 8000 in Shelley just worked in minutes. I imagine quite a few technically impressive things happenin…

That's the Kimi K2 Thinking, this post seems to be talking about original Kimi K2 Instruct though, I don't think INT4 QAT (quantization aware training) version was released for thi…

I am going to try and stick with Prolog as much as I can this year. Plenty of problems involve a lot of parsing and searching, both could be expressed declaratively in Prolog and i…

Well they do that too: https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-671B But I suppose the bigger goal remains improving their language model, and this was an experimentat…

It can hardly be called resistance to improvement, when everyone do improve it - just in their own ways. The default isn't some fashion statement, some aesthete that's objectively …

Wasn't aware of user-var-changed, cool write-up! I had used urxvt forever before and the simple solution that works (even for ssh e.g.) is to ring the terminal bell, and urxvt just…

Yes it seems the binaries are here: https://ferron.sh/download I will say that though, it's probably not rational to be okay with blindly running some opaque binary from a website,…

Qwen's max series had always been closed weight, it's not a policy change like you are alluding. What exactly is Huawei's flagship series anyway? Because their PanGu line is open-w…

Models: - https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Thinking - https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Instruct