#Quantization

3 articles with this tag

AI Model Compression: Key to Efficient LLM Deployment
Artificial Intelligence

AI Model Compression: Key to Efficient LLM Deployment

Cedric Clyburn of Redh explains how AI model compression, especially quantization, is crucial for efficient LLM deployment, reducing costs and improving performance.

1 day ago
Run LLMs Locally with Llama.cpp
Artificial Intelligence

Run LLMs Locally with Llama.cpp

Cedric Clyburn explains how Llama.cpp makes running large language models locally on consumer hardware possible, highlighting GGUF format and optimized kernels for efficiency and accessibility.

16 days ago
AI Research

Edge AI Acceleration Gets Flexible

Researchers developed a novel FPGA-based accelerator that dynamically adjusts neural network precision at runtime, boosting inference speed for edge AI.

about 1 month ago