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Math-to-Manim
- madanparas 4mo agoThe "RL repair loop" is iterative LLM prompting with stderr feedback, not reinforcement learning. There is no training code, no reward function, and no environment in the repo. The loop also freezes the scene spec and only regenerates code, so if the planner specified 12 objects that geometrically do not fit on screen, three repair attempts will not help.
- tptacek 4mo agoThanks, I was wondering what this README could have meant by "RL loop" here.
- yorwba 4mo agoThere's no training code because the author is using an external service for that https://docs.primeintellect.ai/hosted-training/getting-started https://docs.primeintellect.ai/hosted-training/getting-start... The reward function is https://github.com/HarleyCoops/Math-To-Manim/blob/d1c412d22a676c9413cf7d7d2e012f6c70ad37d6/environments/math_to_manim/m2m2_visual_repair/scoring.py#L73 https://github.com/HarleyCoops/Math-To-Manim/blob/d1c412d22a... The environment is iterative LLM prompting. The idea is apparently that a model that is bad at fixing its own mistakes might become better if you train it on this task using reinforcement learning.
- geuis 4mo agoEntire article reads as output from a well structured prompt. It's almost point for point style-wise when I ask for a summary for current repo changes before deciding to do the commit.
- iosovi 4mo agoDid anybody else notice the random "Christian" in the README?
- sheept 4mo agoprobably intended to be a signature for the preface, since Christian is the repo owner's name, that turned into a list because of markdown syntax
- xigoi 4mo agoLet me guess, it’s the 4294967296th LLM wrapper.