Creating and Quantifying GGUF Models for Deployment on HuggingFace and ModelScope
llama.cpp serves as the underlying implementation for popular applications like Ollama, LMStudio, and is one of the supported inference engines in GPUStack. It provides the GGUF (General Gaussian U-Net Format) model file format designed specifically for optimized inference, enabling rapid loading and execution of models.
The framework also supp ...
Posted on Tue, 02 Jun 2026 17:30:08 +0000 by spicerje
Practical Guide to Diffusers and Accelerate for Generative Modeling
Effective generative modeling relies heavily on robust tooling. This article focuses on two essential Python libraries from Hugging Face: diffusers for diffusion-based models and accelerate for streamlined distributed training.
Accelerate Library
The accelerate library simplifies distributed training, mixed-precision computation, gradient accum ...
Posted on Mon, 11 May 2026 09:49:07 +0000 by Jagand