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mini-lab
Features of prelude-2

Feature #48

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

Fires on
5.98% of tokens
Mostly in
agent
Layer
after block 4

Where it fires

  • agent 93%
  • chat 4%
  • story 2%
  • python 1%
  • worksheet 0%

Makes the model say

Created "?" %oldString project))content<|tool_call_start|>

Makes it not say

theThe knew had an their all sunny

Strongest examples

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

  1. agent 3.43
    <|assistant_end|><|tool_start|>test_calc.py⏎calc.py<|tool_end|><|assistant_start|>This project has 2 Python
  2. agent 3.23
    <|assistant_end|><|tool_start|>arith.py⏎test_arith.py<|tool_end|><|assistant_start|>This project has 2 Python
  3. agent 3.16
    .py`, line 1.<|assistant_end|><|user_start|>Create main.py that prints Hello, Mia
  4. agent 3.15
    <|assistant_end|><|tool_start|>test_ops.py⏎ops.py<|tool_end|><|assistant_start|>This project has 2 Python
  5. agent 3.13
    lob<|arg|>pattern=**/*.py<|tool_call_end|><|assistant_end|><|tool_start|>app.py<|tool_end|><|assistant_start|>This project has 1
  6. agent 3.13
    line 12.<|assistant_end|><|user_start|>create hello.py that prints Hello, Z
  7. agent 3.12
    py<|tool_call_end|><|assistant_end|><|tool_start|>hello.py⏎textlib.py<|tool_end|><|assistant_start|>This project has 2 Python
  8. agent 3.12
    test_math_utils.py⏎demo.py<|tool_end|><|assistant_start|>This project has 3 Python
  9. agent 3.11
    py<|tool_call_end|><|assistant_end|><|tool_start|>main.py⏎strings.py<|tool_end|><|assistant_start|>This project has 2 Python
  10. agent 3.07
    <|tool_call_end|><|assistant_end|><|tool_start|>Created file successfully: hello.py<|tool_end|><|assistant_start|>Created `hello.
  11. agent 3.06
    py⏎test_core.py⏎main.py<|tool_end|><|assistant_start|>This project has 3 Python
  12. agent 3.04
    ob<|arg|>pattern=**/*.py<|tool_call_end|><|assistant_end|><|tool_start|>run.py<|tool_end|><|assistant_start|>This project has 1 Python