What was the question you’re not allowed to answer?
This refers to the binary file format—the actual .bin file sitting on your hard drive. In the early days of local LLMs, this was the standard container. gpt4allloraquantizedbin+repack
: The process of compressing the model weights (typically from 16-bit to 4-bit). This reduces the memory footprint from ~13GB down to roughly 4GB, allowing it to fit in the RAM of an average PC. What was the question you’re not allowed to answer
: This could imply that the model is quantized to a binary format, where weights are represented as either 0 or 1 (or -1 and 1 in some contexts), which is an extreme form of quantization. Binary neural networks are very efficient in terms of memory and can be fast on certain specialized hardware. : The process of compressing the model weights