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  - Secondary capabilities: General coding, technical English
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  - Training focus: Python logic, standard library usage, algorithmic reasoning
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  - Alignment: Partially uncensored (developer-oriented)
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  #### Benchmark
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  After intense refining, <b>Nerdsking-python-coder-3B-i</b> has achieved <b>88.41 in HumanEval (bf16)</b>, ranking it amongst the highest-performing Python-focused 3B models ever reported on HumanEval. Surpassing even much bigger models in that area.
 
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  - Secondary capabilities: General coding, technical English
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  - Training focus: Python logic, standard library usage, algorithmic reasoning
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  - Alignment: Partially uncensored (developer-oriented)
 
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  #### Benchmark
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  After intense refining, <b>Nerdsking-python-coder-3B-i</b> has achieved <b>88.41 in HumanEval (bf16)</b>, ranking it amongst the highest-performing Python-focused 3B models ever reported on HumanEval. Surpassing even much bigger models in that area.