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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    1. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      this is a really neat code example (i gave it only the bold part). note how it not only implements the function, but also generates two other related functions. the context sensitivity of this pattern matching and re-use is really impressive.pic.twitter.com/ybIrpNttwN

      1 reply 0 retweets 6 likes
      Show this thread
    2. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      otoh, re-running the same prompt does not reproduce this neat behavior:pic.twitter.com/LrrchFXY5a

      1 reply 0 retweets 3 likes
      Show this thread
    3. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      in general, many simple cs101 homework code-gen "success-stories", but also many many failures. at least it knows that it should add some tests:pic.twitter.com/tMVq21xTM7

      3 replies 0 retweets 3 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet 20 Jul 2020
      Replying to @yoavgo

      What if you prompt an alternative description of fizzbuzz with a rules twist? Does it generate classic fizzbuzz or does it adapt?

      2 replies 0 retweets 3 likes
    5. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
      Replying to @fchollet

      what kind of alternative did you have in mind? (one issue is that prompting with such variations may change the task from doing "fizz buzz" to doing "how to change my prompt examples for this new setup". which is fair, but need to be aware of this.)

      2 replies 0 retweets 0 likes
    6. François Chollet‏Verified account @fchollet 20 Jul 2020
      Replying to @yoavgo

      Write a program that prints all numbers from 100 to 1000. But for numbers that are not multiples of five print "Fizz" instead of the number and for numbers that are not multiples of seven print "Buzz". For numbers which are multiples of neither five nor seven print "FizzBuzz".

      1 reply 0 retweets 2 likes
    7. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
      Replying to @fchollet

      ah, this is a much lower level of abstraction then what i asked for. ok, will test.

      1 reply 0 retweets 2 likes
    8. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
      Replying to @yoavgo @fchollet

      first, it clearly saw such variations in its training data:pic.twitter.com/lbwSRt7OKx

      1 reply 0 retweets 0 likes
    9. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
      Replying to @yoavgo @fchollet

      second, its results vary in quality, but i am pretty sure that with enough tries it will get it right.pic.twitter.com/vVJNZxtPfd

      1 reply 0 retweets 0 likes
    10. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
      Replying to @yoavgo @fchollet

      oh, i missed your negation there. hmm, maybe it won't get it.

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 20 Jul 2020
      Replying to @yoavgo

      Yes, the negation matters. The test here is whether it reads the text and adapts to it, despite looking a lot like something it has fully memorized -- arguably you fail that test, too ;-)

      10:34 AM - 20 Jul 2020
      • 1 Like
      • Lucy Park
      1 reply 0 retweets 1 like
        1. New conversation
        2. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
          Replying to @fchollet

          :) yeah i definitely patterned-match a lot when reading it.

          2 replies 0 retweets 1 like
        3. Henning Schwabe‏ @SchwabeHenning 20 Jul 2020
          Replying to @yoavgo @fchollet

          Why don’t we translate @fchollet‘s ARC challenge to strings (isn’t that how the data is encoded?) and feed it to our new friend? Given its abilities at few shot learning?

          1 reply 0 retweets 0 likes
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