Viewing profile — tenpa0000

I run Llama 3.2 3B locally for latency-sensitive classification (sub-50ms, so no room for bigger models). At that scale Q2_K vs Q4_K_M isn't just smaller — Q2 starts flipping yes/n…

This is great timing — I've been putting off making animated diagrams for a blog post because the Manim setup was too much friction for what I needed. Tried the live demo and the 3…

The deduplication problem is the part I haven't worked out cleanly. The hierarchy in veronica-core sidesteps it as long as you declare parent-child relationships upfront — B's spen…

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The flip side is enumerable IDs. Back when I was scraping a site for a side project, sequential photo IDs were basically a free sitemap. YouTube's random-ish IDs aren't just brandi…

.git/hooks is underrated. I have a pre-push hook that runs my test suite — annoying to set up the first time but I've probably avoided a dozen broken CI runs by now.