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Gallopsled__pwntools-636_95
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Gallopsled__pwntools-636_92
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[ { "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed...
Gallopsled__pwntools-636_94
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
Gallopsled__pwntools-636_316
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
Gallopsled__pwntools-636_206
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
ipython__ipython-374_620
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
ipython__ipython-374_309
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
ipython__ipython-374_821
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
ipython__ipython-374_438
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
ipython__ipython-374_454
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[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
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func_localize_qwen35_397b_1299i_text8x_think8x

Verbosity-ablation variant of synthetic-code-training/func_localize_qwen35_397b_1299i: the prose before every tool call and the thought of every think call are rewritten by nvidia/qwen/qwen3-5-397b-a17b to 8 times their own length in Qwen3 tokens (accepted band ±25 %); task_tracker turns are kept verbatim. Prose: of 34244 turns, 16833 were not rephrased (empty, or a target outside 4-2000 tokens) and 191 missed the band. Thoughts: of 2561, 12 were not rephrased (a target outside 4-8000 tokens) and 3 missed the band. All of them keep their original wording.

Construction (shared by the _text<N>x_think<N>x siblings): the same as the _text0x/0.5x/2x/4x/8x/32x siblings - the prose of every non-think turn is the very same rewritten text - except for the think turns: their prose and the thought argument of the call are rewritten to the same multiple (_text0x_think0x removes them), while task_tracker turns stay verbatim. The system prompt, task, tool results and every other tool-call argument are byte-identical to the base. The thought rephraser saw only the thought and the call's summary. 0.5x and the versions of up to 600 tokens were written in one response; every longer version was written in consecutive parts of at most 1500 tokens, elaborating the version below it (4x from 2x, 8x from 4x, 32x from 8x). A text's targets are multiples of its own length, so empty prose stays empty. Malformed tool calls (garbled <tool_call> JSON / <invoke>) are kept verbatim as the call part.

value
rows 1299
assistant turns (excluding task_tracker) 34244
think turns removed / task_tracker turns kept verbatim 0 / 817
prose tokens per turn: mean / median 179.4 / 101
prose tokens / base prose tokens, rephrased turns: mean / median 8.09 / 8.10
thoughts: rephrased / not rephrased / kept original (band missed) 2546 / 12 / 3
thought tokens: mean / median 2469.3 / 2323
thought tokens / base thought tokens, rephrased thoughts: mean / median 7.92 / 7.83
turns with empty prose 15966
turns kept original prose (band missed) 191

Built with tools/verbosity_rephrase in the benchmarks repo.

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