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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

      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
    2. (((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
    3. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      i was asked by @yaelnetzer , who, among other things, co-authored a haiku-generation paper with me many years ago, how gpt3 does haikus. so i ventured into generation land. here are some examples. it is clearly pattern matching from somewhere. but cool-ly.pic.twitter.com/8g6jJXNT0j

      1 reply 1 retweet 4 likes
      Show this thread
    4. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      hmm...pic.twitter.com/LIhRowhzkB

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

      some cross-lingual stuff:pic.twitter.com/HgipmbY36d

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

      (this website is gone... did gpt3 nuke it? also, Nick Cave <3 <3 )pic.twitter.com/T0qLCO22cp

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

      (((ل()(ل() 'yoav)))) 👾 Retweeted (((ل()(ل() 'yoav)))) 👾

      these code-translations are impressive, i expected it to fail. https://twitter.com/yoavgo/status/1285353475115749378?s=21 …https://twitter.com/yoavgo/status/1285353475115749378 …

      (((ل()(ل() 'yoav)))) 👾 added,

      (((ل()(ل() 'yoav)))) 👾 @yoavgo
      Replying to @yoavgo @dvirsky
      וואללה, שיחק אותה לאללה בשני אלו: pic.twitter.com/cXLzUYnTzP
      2 replies 1 retweet 6 likes
      Show this thread
    8. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      (but note how it doesn't fully understand types)

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

      (((ل()(ل() 'yoav)))) 👾 Retweeted (((ل()(ل() 'yoav)))) 👾

      what the. this thing is a crazy syntax learner. https://twitter.com/yoavgo/status/1285357605355954176?s=21 …https://twitter.com/yoavgo/status/1285357605355954176 …

      (((ل()(ل() 'yoav)))) 👾 added,

      (((ل()(ل() 'yoav)))) 👾 @yoavgo
      Replying to @yoavgo @dvirsky
      x**5 --> x * x * x * x * x pic.twitter.com/2kt3zIiKBR
      2 replies 1 retweet 14 likes
      Show this thread
    10. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020

      (it gets x**k right up to k=7. for x**8 it got stuck spitting an endless stream of * x * x * x * x * x ...., and for x**9 and above it just says x * 9 )

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

      Presumably it can handle the conversions found in the training data but it can't generalize the pattern beyond that

      4:49 PM - 20 Jul 2020
      • 3 Likes
      • Juan Carlos Piñeros bllleeep Matthew Kenney
      1 reply 0 retweets 3 likes
        1. New conversation
        2. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 20 Jul 2020
          Replying to @fchollet

          likely, i don't think it really has the concept of a number. but need to check more thoroughly.

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

          but beyond the x**5 conversion, this thing is very compositional.

          0 replies 0 retweets 0 likes
        4. End of conversation

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