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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 18 Jul 2020

      noun compounds interpretation. it makes a mistake here and there, but, overall wow. (cc @VeredShwartz )pic.twitter.com/vu4WtecNU4

      3 replies 4 retweets 41 likes
      Show this thread
    2. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 18 Jul 2020

      and, to save face, a few more... challenging ones.pic.twitter.com/K0J0a4N7tl

      4 replies 3 retweets 21 likes
      Show this thread
    3. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 18 Jul 2020

      s-v agreement from example (first two) fails with rc attractorspic.twitter.com/3gYHrwMxue

      2 replies 0 retweets 10 likes
      Show this thread
    4. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 18 Jul 2020

      adding the two rc examples as prompts (now first four are prompts), improve things substantiallypic.twitter.com/6sv47oPxv0

      3 replies 0 retweets 14 likes
      Show this thread
    5. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 18 Jul 2020

      some more "code", here the prompt was "def factorial(a):" obviously it has this memorized + spit out a few more recursive homework functions just in case. (i think the lack of indentation is a UI issue)pic.twitter.com/GmavuydWSP

      3 replies 1 retweet 8 likes
      Show this thread
    6. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 18 Jul 2020

      here the prompt was: """ # non recursive implementation of factorial def factorial(a): """ the result is.. interesting.pic.twitter.com/45FH9WUWtg

      3 replies 2 retweets 16 likes
      Show this thread
    7. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      a few more "code" examples, here's a "translation from python to java". it does the syntax well but clearly does not understand the semantics (duh). however i really like its post-code textual remarks, kinda shows where it is coming from, and to what extent it "understands".pic.twitter.com/kcmwZxEIhM

      2 replies 3 retweets 10 likes
      Show this thread
    8. (((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
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    9. (((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
    10. (((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
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      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?

      9:34 AM - 20 Jul 2020
      • 3 Likes
      • Dileep George Greg Burnham Igor Brigadir
      2 replies 0 retweets 3 likes
        1. Igor Brigadir‏ @IgorBrigadir 20 Jul 2020
          Replying to @fchollet @yoavgo

          cc @joelgrus - New Additional GPT3 FizzBuzz chapter? 😂

          0 replies 0 retweets 0 likes
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        1. (((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
        2. 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
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