Simon Willison tested Qwen 3.8 27B and found it can identify games from weights on a laptop.
Simon Willison tested examples from the paper Sparks of Weight-Space Programming and found that Qwen 3.8 27B (17GB) could identify games from raw weights on his own laptop without tools. It successfully recognized Pac-Man, Pong, and Breakout, but failed on Freeway. Single inference took between 46 minutes and over an hour.
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