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mini-lab
Features of prelude-2

Feature #3500

Fires on “Fix” (not labeled yet: read the examples)

Fires on
0.40% of tokens
Mostly in
agent
Layer
after block 4

Where it fires

  • agent 76%
  • python 20%
  • story 2%
  • chat 2%
  • worksheet 1%

Makes the model say

Fix typogrepeatNo'tagPlease

Makes it not say

<|assistant_end|>."!" g named sunny'spattern

Strongest examples

On text the dictionary never trained on. The underlined token is where it fires most.

  1. python 2.87
    loud(s):⏎ return s.lower()⏎```⏎⏎Fix: replace `return
  2. agent 2.7
    the bug caught by test_math_utils.py.<|user_end|><|assistant_start|>Fix failing test_math
  3. python 2.67
    case(s):⏎ return s.upper()⏎```⏎⏎Fix: replace `return
  4. python 2.67
    case(s):⏎ return s.lower()⏎```⏎⏎Fix: replace `return
  5. python 2.67
    (a, b):⏎ return a + a⏎```⏎⏎Fix: replace `return
  6. agent 2.66
    hello.py that prints Welcome!<|user_end|><|assistant_start|><|tool_call_start|>write<|arg|>path=hello.py
  7. python 2.65
    ):⏎ return x % 3 == 0⏎```⏎⏎Fix: replace `return
  8. python 2.63
    quiet(s):⏎ return s.upper()⏎```⏎⏎Fix: replace `return
  9. python 2.62
    b):⏎ return a % b == 1⏎```⏎⏎Fix: replace `return
  10. python 2.61
    quiet(s):⏎ return s.upper()⏎```⏎⏎Fix: replace `return
  11. python 2.61
    ⏎ return (a + b) / 3⏎```⏎⏎Fix: replace `return
  12. python 2.6
    b):⏎ return a + b / 2⏎```⏎⏎Fix: replace `return