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  • Bob Bjarke

The GPT-2 Hot 64 🧑‍🎤


I trained an AI model on Billboard’s Hot 100 songs from the 2000's (2000–2021, about 8k songs) and asked the model to generate some new song names for me.

I used this dataset and this GPT-2 notebook to generate the song names. The model generated thousands of song names — this a selection of my favorite, ranked by me:

🔥 The GPT-2 Hot 64 🔥

  1. More Women In The Army

  2. It Don’t Rain On My Tractor

  3. Probably should’ve Ducked

  4. The Accountant

  5. Stick That In Your Pants

  6. Give It 2 1/2 Hours

  7. Wanna Get Crunked Up

  8. Llame Paella

  9. Science

  10. Doublewide

  11. The Coney Island Of Fine Art

  12. I’m A Mess, But I’m A Beautiful Luv (An Angel From The Sky)

  13. Packin’ The Fish

  14. Don’t Hit Me With Your Best Shot

  15. Dancing With My Father

  16. Famous Women Of The Second World War

  17. Thong

  18. 35mm

  19. We The People

  20. Typeface

  21. Poke It Right

  22. Meet Me At A Coffee Shop

  23. Hurrah!

  24. No Caprese

  25. Check Your Status

  26. Red, White & Nerdy

  27. Grandpa Got Back

  28. Can’t Help But Stop Loving You

  29. Rent A Bus

  30. Narc

  31. A Little Pajama

  32. My Pheasant

  33. Grillin’

  34. Pants On The Sun

  35. Pretty Little Bummer

  36. Yessirs

  37. Grocery

  38. The Heart Of Doy

  39. I Feel Like Overreacting

  40. Poetry In The Moonlight

  41. Jerry Rice

  42. Into The Gift Shop

  43. Moisturize

  44. No Steakatoes

  45. Ric Flair Moment

  46. Preemptive

  47. Dogecoin

  48. Gangsta Birds

  49. I Feel The Need To Examper

  50. Motivational Speaker

  51. 30 For The Rest Of My Life

  52. A Ninety-Nine Year Old Woman

  53. Thitzing It Alone

  54. I Just Drink Water

  55. $ave Kid

  56. Dear Hate (Taylor’s Version)

  57. Oops! I Said Yes

  58. A Little Gas

  59. Karate Chop

  60. This Aztec Kingpin

  61. Proud Of The House I Built

  62. Italian Breakfast

  63. Me Gusta A Lil Bit

  64. Stir Frying It