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Release v4.4: combined runtime, opt-in Boost and measured results
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{
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"prompt_cache_n": 0,
"mean_accept_length": 8.05
},
{
"task": "HumanEval/9",
"baseline_tg": 58.68910413087452,
"kairic_tg": 61.81577899591978,
"change_pct": 5.32752188220984,
"generated_tokens": 162,
"output_exact": true,
"baseline_output_sha256": "8f21fb93f42d7923cf137a57cfa23c432bacc0e74be98c5faeac45cb0484b69c",
"candidate_output_sha256": "8f21fb93f42d7923cf137a57cfa23c432bacc0e74be98c5faeac45cb0484b69c",
"prompt_cache_n": 0,
"mean_accept_length": 6.48
}
],
"sqlite_rows_verified": 10,
"protocol": "One natural-EOS first response on HE0-9, greedy/non-thinking retained chat adapter, full262144 allocated context, MTP3 fallback; recent retained MTP-only control",
"limits": "One candidate load versus a recent retained control, no order-balanced repeats. Nine byte-exact outputs; HumanEval1 changes quote delimiters only and has an identical Python AST. No scored quality claim. This short non-thinking panel does not resolve the earlier long-copy/thinking trajectory concern. No production/profile change.",
"output_difference_review": [
{
"task": "HumanEval/1",
"byte_exact": false,
"python_ast_identical": true,
"ast_sha256": "8a77fd245e2f4f6d9dbd755aa8ba0a87f711b220c6f987f55708b29af473a626",
"diff": "--- MTP-only\n+++ Boost+MTP\n@@ -11,7 +11,7 @@\n ['()', '(())', '(()())']\n \"\"\"\n # Remove all spaces\n- paren_string = paren_string.replace(\" \", \"\")\n+ paren_string = paren_string.replace(' ', '')\n \n result = []\n current_group = []\n",
"scope": "Parse-only syntactic comparison of generated code; no code execution or benchmark correctness score."
}
],
"classification": "NARROW: promising for this short coding workload; general exactness/quality qualification remains open."
}
}