One Word Per Intent: A Launcher That Knows Why You're Asking
Or: how a benchmark campaign’s most durable output turned out to be seven lines of shell. Somewhere around the …
#Qwen (4)
One Point: Measuring What Uncensoring Actually Costs a Coding Model
Or: how I tried to measure the uncensoring tax, caught my own benchmark cheating twice, and found out the real price of …
Three Agentic Coders Walked Into My 28 GB Rig
Or: how a reasoning model lost six points to my own benchmark harness, an 80B model fit into RAM that “had no …
Squeezing 2.7x More Tokens Per Second Out of Two Mismatched GPUs
Or: how I spent a weekend benchmarking local LLM inference, caught my optimization guide lying to me four times, and …