The Zero-Dollar Dev

2 posts

Your 8GB GPU Isn't the Problem: 4 Ollama Settings That Stop the Silent CPU Fallback

The 2 tokens/sec trap that tricks everyone into upgrading hardware You pull a 7B or 8B model (Qwen 2.5 Coder, Llama 3.3, or DeepSeek-R1 Distill) on a machine with an 8GB RTX GPU or an M-series Mac. Fo

Nov 13, 20264 min read

Nov 13, 2026
Nov 13, 20265 min read
I Replaced $465/mo of Business Software With Free Tiers. Here is Where Each One Breaks.
The 20-minute audit that comes before any cancellation Open your card statement and list every recurring software charge. Then mark each one with a single word: Weekly — you opened it in the last sev
5 min read

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Your 8GB GPU Isn't the Problem: 4 Ollama Settings That Stop the Silent CPU Fallback

I Replaced $465/mo of Business Software With Free Tiers. Here is Where Each One Breaks.