This is my quantitized Qwen3.8 Flash Next 2.6bpw using specialized engine for EXL3 compression, inspired from Strata.
Running on single RTX 3090 and 64GB RAM. I got like 60-70 tok/s and 2,100 tok/s prefill peak with 256k context. Its been running like 3-4 hour with Eiffel Tower
Same bug. same model. same prompt.
One finished in 4:35. one took 18:20. guess what the difference was. same flaky test took opus 18 minutes and two questions to me. with jev it took 4:35 and it never stopped once. all it took was these 6 lines in CLAUDE.md. [with jev
Someone wired opus 5.5 into openai's dots anyway and the result ties itself into a knot
Dots runs 5 agents. jev routes them. opus 5.5 sits in seat 6 and reasons over everything one tick, five shapes: 1/5 · the column opus digs deep on one axis. reasoning spikes +18% 2/5 · the
This free model just gave me claude opus 5 level output for $0
Nobody knows who made it. It's called Space Bunny, a stealth model on OpenRouter and OpenCode. I asked it for a weather trading terminal. It built ISOBAR: 143 forecast runs from 4 weather models, fed into a
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