Use float16 on GPU, float32 fallback on CPU for fine-tuned model

Add Fine-Tuned benchmark results (85.3% accuracy) from checkpoint-25

Major upgrade: auto-metrics, Plotly charts, Qwen2.5, PDF support, expanded KB

Add LLM vs RAG vs Fine-Tuning comparison project