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@@ -58,7 +58,13 @@ Base model: `Qwen/Qwen2.5-Coder-7B-Instruct`
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  ## Dataset
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- The dataset was synthetically generated for safe educational use. It does not contain PHI, private employer data, proprietary tickets, internal emails, or copyrighted book text.
 
 
 
 
 
 
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  ## Evaluation
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  ## Dataset
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+ Training dataset:
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+ AiLLMBS/bio-devops-synthetic-instructions
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+ The dataset is synthetic and was generated for educational LoRA/QLoRA fine-tuning. It does not contain PHI, private employer data, proprietary tickets, internal emails, client-specific workflows, or copyrighted book text.
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+ The dataset includes synthetic examples for Python CSV validation, pandas duplicate checks, bash mount checks, AWS S3 command generation, cron expression explanation, FASTQ manifest generation, reproducible workflow checklist generation, and structured JSON extraction from synthetic workflow messages.
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  ## Evaluation
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