coding

2 articles · newest first

Isometric diorama of a code editor window and a graphics card together on a desk with a small padlock, near-black background, indigo-violet with a coral accent

Qwen2.5-Coder-32B locally: a private Copilot on a 24GB card

Qwen2.5-Coder-32B still runs a serious private coding assistant on a single 24GB card, with a 32K native context (128K with YaRN). The VRAM math, the tight-but-real fit, and how it stands against the newer Qwen3-Coder.

Aliteq Team · Sep 26 · 7 min

Kimi K3 just topped the coding leaderboard. here's the model you can actually run on one GPU that gets you most of the way

The best open coding model in the world needs a datacenter to run. The best coding model you can run on a single 24GB card is a different name entirely — and it's shockingly close for real work.

Aliteq Team · Jul 24 · 9 min