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a smoking gun

... and a caveat worth flagging.-

Fireworks is amazing for DeepSeek, Kimi and GLM.

Hope they bring MiMo for tests.


I've used Kimi K3 for a few months as my main model and DeepSeek 4.1 is as fast and about 10x cheaper.

I just had like four big sessions going today, paid about $8 in tokens. I see no reason to pay more, this is more than I need for intelligence.


4.1 consistently surprises me in capability for the price. And I don't think I'm the only one. It's been dominating the leaderboard at OpenRouter, and I just got an email today from Fireworks saying they were _raising_ the price by about 30%. I'll probably switch, because their infra doesn't support being the highest-cost, but it's still telling.

I tried it a few times and liked the speed, but often found it ended up looping, i.e. repeating the same token sequence (e.g. the same sequence of 5 paragraphs) over and over again until it hit the max output limit. This doesn't end up happening every session, but does every now and then.

My impression of DSv4.1-flash was very positive aside from this. But that was enough for me to stick with GLM-5.3(-flash), which both gave me consistently great results

I was using a vibe coded bare bones harness. I was wondering if this was normal from DSv4.1-flash, or if its my harnesses fault.


I've had that looping issue with open models too. But never 4.1. I wonder if it's a model + harness combo? But yeah, one loop issue and I'm done with a model forever.

Harness. Especially if a tool call error doesn't say what to do next and the model is not RL'd with that tool, a retry storm is common.

So if you use MCP a lot, simplify the params, be more lenient on validation and rework the errors.

It is quite good with shell.


Yeah, that's what I'd been leaning towards. No mcp, but I'll see if I can reproduce and debug it, since other people don't seem to have that problem as badly as I've experienced it (and the idea of having a nasty bug like that bothers me).

No mcp support. I'll try copying deepseek harness's basic tool call formats as a starting point.


Open tech is cool. Speeds up all progress...

I would really enjoy that blog post.

Show them you can burn tokens in seven sessions day and night with comparable results to Opus with less energy and less than 10 dollars a day, per dev.

We have. Unfortunately there are political realities that get in the way, and Bedrock for example doesn't have GLM 5.3 (Flash or otherwise) or anything new/useful

I do imagine it'll change, but it hasn't yet.


If it's hosted, all they know is "data goes to China".

Until profitable, reputable third parties host open models in the US with ZDR or they become plug-and-play for self-hosting at a modest cost, paying the US models is as much about data protection and liability as performance.


Yes. And we should all form small social LLM servers in our neighborhoods to run Deepseek and avoid paying for American corporations.

I fully agree with you.


Android has free and open artificial pancreas that is still easy to install and keeps us with complex type 1 diabetes alive.

Google may just want to kill us and Apple don't even let this kind of software exist without massive hurdles...


> One older man out of nowhere loudly proclaimed I was Anti-semetic, because I was wearing a Palestinian keffiyeh.

Yep, and tell that to anybody who got either kicked out of the country or lost their livelihood by commenting against the Palestinian genocide in the social media.


I don't believe this happened.

It's very easy to get into actual dehumanising rhetoric and genocidal slogans ("from the river to the sea"); but nobody actually cares enough to fire you for voicing your opinion on a middle eastern conflict.

Unless you're working in the US military or intelligence services, where being biased in favour of proscribed organisations can be seen as a potential for leaking state secrets to terror organisations or sanctioned states like Iran.

But that's not unique to Iran, it would be true of Russia, Cuba, North Korea- I totally understand the irony from Orange in Chief and his ties to Russia, but that's something else.


That has pretty much changed now. I rarely use cash in Berlin. About 2-3 years already...

Berlin is very different from the rest of Germany.

But not how you think, in this instance. I think Berlin has more places of questionable legality which require cash for presumably tax avoidance reasons.

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