Visualizing the Internals of LLM Models

A user has created a visualizer for .gguf files, the format used to represent LLM models. This tool allows you to upload a .gguf file and explore its internal structure in a 3D representation, showing the different layers, neurons, and connections between them.

The main goal is to make the internal workings of these models more understandable, as they are often perceived as opaque systems. The author acknowledges that this is a preliminary version and invites the community to share any similar, more advanced tools that already exist.

For those evaluating on-premise deployments, there are trade-offs to consider. AI-RADAR offers analytical frameworks on /llm-onpremise to evaluate these aspects.