docs: add medical CAMEL evaluation setting report

[ZhaoyangHan04]

Motivation

• Provide a concise, reproducible Setting Report that documents the medical QA synthesis and evaluation workflow driven by CAMEL-scraped sources and DataFlow pipelines.
• Capture data provenance and pipeline mapping to ensure the published experiment can be re-run and validated by others.
• Reserve a clear placeholder for final evaluation results ({result}) and recommend a metrics table for downstream reporting.

Description

• Add a new markdown report at reports/medical_camel_setting_report.md that summarizes the overall task, data sources, pipeline mapping, and final synthesized QA size (17774).
• Include a representative QA sample in JSON format and list the two input PDFs: Microbiology-LR.pdf and AnatomyAndPhysiology-LR.pdf.
• Document training environment and framework details including LLaMA-Factory, hardware A800 x 4, and base model Qwen2.5-7B-Instruct.
• Record the evaluation datasets (medqa, bioasq, pubmedqa, covert, pubhealth) and the full training hyperparameters block with the swanlab_api_key redacted.

Testing

• Validated the created file exists and reviewed its contents using nl -ba reports/medical_camel_setting_report.md | sed -n '1,260p', which displayed the full report.
• Manually inspected the markdown formatting and the included YAML/code blocks for readability and completeness.

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Codex Task