Feature #2390
Fires on “utils” (not labeled yet: read the examples)
- Fires on
- 0.54% of tokens
- Mostly in
- agent
- Layer
- after block 4
Where it fires
- agent 61%
- python 17%
- story 13%
- chat 5%
- worksheet 3%
Makes the model say
utils doubled project closer opened read testsexclaim
Makes it not say
⏎[ bigger!" of Sam our_
Strongest examples
On text the dictionary never trained on. The underlined token is where it fires most.
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python 3.07tell short stories and add numbers.<|assistant_end|><|bos|># test_number_utils.py⏎from
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python 3.04Remember to run the tests.⏎⏎# test_number_utils.py⏎from
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agent 3.03in OpenCode, a coding agent harness.<|system_end|><|user_start|>test_number_utils.py is failing
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agent 3.01agent harness.<|system_end|><|user_start|>"Run the tests in test_number_utils.py"<|user_end|>
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agent 2.85<|tool_call_end|><|assistant_end|><|tool_start|>all tests passed⏎<|tool_end|><|assistant_start|>`test_math_utils.py` passes
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python 2.85died the forest together every day.<|bos|># test_number_utils.py⏎from
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agent 2.84coding agent harness.<|system_end|><|user_start|>Run the tests in test_math_utils.py.<|user_end|>
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python 2.78{"debug": false}⏎⏎# test_number_utils.py⏎from
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agent 2.76<|tool_call_end|><|assistant_end|><|tool_start|>all tests passed⏎<|tool_end|><|assistant_start|>`test_math_utils.py` passes
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agent 2.72agent harness.<|system_end|><|user_start|>Fix the bug caught by test_math_utils.py.<|user_end|>
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python 2.68):⏎ return x - 1⏎⏎# test_number_utils.py⏎from
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agent 2.66OpenCode, a coding agent harness.<|system_end|><|user_start|>Make test_math_utils.py pass.