Safetensors: The Secure, Scalable Format Powering LLM Inference

As Large Language Models (LLMs) like LLaMA, Mistral, and DeepSeek continue to scale into the hundreds of billions of parameters, model efficiency becomes as important as model quality.

One often-overlooked bottleneck is the model loading format. This is one of the primary focus areas for safetensors.