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@@ -22,11 +22,8 @@ Developed by **{ORGANIZATION}**.
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  - **Total parameters:** {model.n_params:,}
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  ## Training data (3-way mix)
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- - **60% distilled** (`cofos_distilled.jsonl` — multi-LLM distillation:
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- Anthropic, Google, Z.ai, DeepSeek, Qwen) with FR + EN instructions and
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- optional chain-of-thought
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  - **30% real HF Python** (`iamtarun/python_code_instructions_18k_alpaca`)
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- - **10% synthetic** (procedural code generators)
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  ## Result
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  - **Best `real_syntax_valid`:** {best_syntax:.1f}% on held-out real Python instructions
 
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  - **Total parameters:** {model.n_params:,}
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  ## Training data (3-way mix)
 
 
 
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  - **30% real HF Python** (`iamtarun/python_code_instructions_18k_alpaca`)
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+
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  ## Result
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  - **Best `real_syntax_valid`:** {best_syntax:.1f}% on held-out real Python instructions