Reuters is reporting that OpenAI achieved an advance with a technique called Q* (pronounced Q-Star).

So what is Q*?

I asked around the AI researcher campfire and…

It’s probably Q Learning MCTS, a Monte Carlo tree search reinforcement learning algorithm.

Which is right in line with the strategy DeepMind (vaguely) said they’re taking with Gemini.

Another corroborating data-point: an early GPT-4 tester mentioned on a podcast that they are working on ways to trade inference compute for smarter output. MCTS is probably the most promising method in the literature for doing that.

So how do we do it? Well, the closest thing I know of presently available is Weave, within a concise / readable Apache licensed MCTS lRL fine-tuning package called minihf.

https://github.com/JD-P/minihf/blob/main/weave.py

I’ll update the post with more info when I have it about q-learning in particular, and what the deltas are from Weave.

  • Obseslescence@alien.topB
    link
    fedilink
    English
    arrow-up
    1
    ·
    1 year ago

    this is yet more bogus nonsense. i have a list of pretty simple questions life experience has ultimately taught me answers to that gpt simply cannot answer. if it’s a breakthrough then they need to deploy it now to make gpt4 better because it fails all the time.

    pathetic sheeple believe anything. spread false rumors to bolster company valuation. pathetic.