Decoding the Alphabet Soup of Local Large Language Models Understanding Parameter Counts Quantization and File Formats

The rapid proliferation of open-weights large language models (LLMs) has transformed the landscape of artificial intelligence, moving sophisticated natural language processing from the exclusive domain of multi-billion-dollar data centers into…