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skohanyesterday at 4:37 PM1 replyview on HN

I'm using Qwen3.6 27B Q4, max context with pi on 32GB VRAM (although I'm testing out Glimmer on a feature implementation literally right now). Pi is great because it has minimal context added by the agent.

Looking forward to the 3.8 27B release to compare.


Replies

bitexploderyesterday at 10:26 PM

Pi and a similar set of tools is also likely similar to the harness these models are trained on. More complex harnesses burn reasoning tokens on these small models and in my benchmarking don't seem to be able to beat Pi ever. Usually it isn't close on some tests.