A developer asks why the industry isn't worried about DeepSeek 4.1 Flash
A frank account of how cheap models change what developers are willing to automate.
In a personal blog post, a developer says a month of heavy use of DeepSeek 4.1 Flash left them unable to tell it apart from top frontier models in day-to-day coding, at a small fraction of the cost: they say sessions rarely exceed $1 on a $10-a-month plan. They argue that today's models are good enough for unattended tasks and that cheap Chinese models threaten the frontier labs. It is one user's experience, not a benchmark.
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Knowledge distillation
After exploring Why Isn't The Industry Freaking Out About DeepSeek 4.1 Flash?, the technique he alludes to is Knowledge distillation.
Transferring knowledge from a large model to a smaller one so it can run on cheaper hardware, without the cost of running the big model.
Wikipedia · Swim · 30 min
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