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Just for fun I created a new personal benchmark for vision-enabled LLMs: playing minecraft. I used JSON structured output in LM Studio to create basic controls
by technologesus 1y ago
Just for fun I created a new personal benchmark for vision-enabled LLMs: playing minecraft. I used JSON structured output in LM Studio to create basic controls for the game. Unfortunately no matter how hard I proompted, gemma-3-27b QAT is not really able to understand simple minecraft scenarios. It would say things like "I'm now looking at a stone block. I need to break it" when it is looking out at the horizon in the desert.
Here is the JSON schema: https://pastebin.com/SiEJ6LEz https://pastebin.com/SiEJ6LEz
System prompt: https://pastebin.com/R68QkfQu https://pastebin.com/R68QkfQu
- jvictor118 1y agoi've found the vision capabilities are very bad with spatial awareness/reasoning. They seem to know that certain things are in the image, but not where they are relative to each other, their relative sizes, etc.