Picchio Python tool diagnoses LLM quantization accuracy and GPU utilization

Picchio measures effective bits per weight to detect quantization labeling discrepancies, such as Q4_K_M files exceeding 5 bits. It isolates prefill, decode, and wallclock performance while detecting silent CPU fallback during local LLM execution.