Other LLM Investigations ‐ Reading only the roadside price signs - MadMouse/FuelBeacon-ML GitHub Wiki

OpenRouter Free LLM

  • Has problems when the decimal point is too small/blurry
  • Good at reading fuel names and prices - not sure how it works when there is more than two fuel types
  • Limited tokens so cannot test more today

Gemini

  • Works just expensive need to look at a way of reducing cost
    • Possibly take out the metadata extraction as pure python can do that and we do not need the location validated as that will be performed by other code [Leslie]

Qwen

  • Works just needs training and that is taking an extortionate amount of time need to look into a way of reducing that time
    • Stronger CPU?

NoteGPT

  • Requires money

Gpt

  • Does not work requires money

Llama

  • Does not work

Ollama

  • Does not work

Nemotron

  • Does not work

MoonDream

  • Setup is genuinely harrowing and does not work

SmollDocling

  • Needs something like qwen to actually return the values that are there, does not work

GraniteDocling

  • Same issues as SmolDocling