openAI o1 and "o1-mini" (aka strawberry)

 openAI o1 and "o1-mini" (aka strawberry) (as of end Sept '24)
  • in preview, rate limited "50 queries per week for o1-preview and 50 queries per day for o1-mini."
    • 'ChatGPT Plus" and "Team" users will be able to access o1 models in ChatGPT already.
  • not in copilot yet, only a matter of time I assume

notes:
  • openAi trained these models to spend more time thinking through problems before they respond ...like a person would. 
    • learned to refine their thinking process, try different strategies, and recognize their mistakes.
    • o1 model update performs similarly to PhD students on challenging benchmark tasks in physics, chemistry, and biology. 

    • enhanced reasoning capabilities may be particularly useful if you’re tackling complex problems in science, coding, math, and similar field

  • for complex reasoning tasks this is a significant advancement and represents a new level of AI capability. 

  • it doesn't just predict, it thinks
  • o1 uses advanced reasoning techniques like Chain of Thought (CoT) to solve complex problems step by step

    • chain of thought is an AI technique which mirrors human reasoning and breaks down problems into logical steps

  • such is the advance that is o1, that openAi reset the counter back to 1
  • o1 series excels at accurately generating and debugging complex code. 
  • openAI "o1-mini", a faster, cheaper reasoning model that is particularly effective at coding
    • 80% cheaper than o1-preview, making it a powerful, cost-effective model for applications that require reasoning but not broad world knowledge. 

sources: openAI, copilot and reddit, ibm etc.

Comments

Post a Comment

Popular posts from this blog

My Reading Lists

I had some time over Christmas and decided to organize my reading lists. Interesting how some time away from daily work allows one to raise up your head   Uncle Bob on Principles of OOd See also book: Agile Principles, Patterns, and Practices in C# Available on Safari Books online. Algorithms in a Nutshell Nine   Algorithms   That Changed   the Future Programming Pearls book: http://www.cs.bell-labs.com/cm/cs/pearls/toc.html 97 Things Every Programmer Should Know Seven L a nguages http://pragprog.com/book/btlang/seven-languages-in-seven-weeks Codys book : http://www.domenlightenment.com/ Principles of OO programming: http://www.nczonline.net/blog/2012/12/18/now-available-principles-of-object-oriented-programming-in-javascript-beta/ Object Oriented programming with Stefan Stoy... Chrome V8 : http://code.google.com/p/v8/ https://developers.google.com/v8/ https://developers.google.com/v8/design - read this Mozilla Javascript page ...
Read more

angular js protractor e2e cheatsheet

Many from the protractor test suite category detailed task syntax example load page load a page browser.get('yoururl') browser btn actions browser back/forward browser.navigate().back() OR browser.navigate().forward() access elements on page See Protractor API list and examples from Protractors test suite access by angular ngmodel name (must match ngmodel in the html) this is the preferred approach element(by.model('person.name')); access by the css id on the page e.g, #user_name (but this can be brittle) element(by.id('user_name')) access angular binding to get generated value i.e. for {{}} element(by.binding('person.concatName')); access angular repeat list data (must match repeat stmt in the html) See Protractor test suit l...
Read more

react-select stacking order bug, z-index, layers and stacking

Image
Had to fix a tricky bug related to react-select recently (our Dropdown component wraps react-select). Here's the how the bug manifested. Dropdown does not overlay dynamically added content below it Variations of this have been reported since 2017. But I tried all the suggestions in the comments and none worked for me. I also tried wrapping the Dropdown in a div and changing z-index to be higher as well as making absolute position but no success. Changing the elements order in the html source and then reordering using flexbox order does work but it breaks the tabbing flow and is not recommended from an accessibility standpoint. One issue is the Dropdown is in a container and is constrained by the containers z-index. No matter how I change the Dropdowns z-index, its container is stacked below the next in stacking order. Google Chrome debugger layers tool provides a cool way to visualize layers. Could be better but helps, check it out below. You have to look closely but you can see h...
Read more