GitHub

quark_docs_repo_onnx_tutorial_microexponents_quantization.rst

In this documentation, AMD Quark is sometimes referred to simply as "Quark" for ease of reference. When you encounter the term "Quark" without the "AMD" prefix, it specifically refers to the AMD Quark ...
GitHub

custom_quantization_int8_example.py

self.register_buffer("weight", torch.zeros((out_features, in_features), dtype=torch.int8)) self.register_buffer("weight_scale", torch.zeros((out_features, 1), dtype ...
IEEE

Robust DCT-Based Image Watermarking Using Adaptive Population Based Incremental Learning for Quantization Error Minimization

Abstract: This study proposed a reliable digital image watermarking system in the frequency domain to overcome the rounding error problem in watermarking. To achieve ...
Hackaday

TurboQuant: Reducing LLM Memory Usage With Vector Quantization

Large language models (LLMs) aren’t actually giant computer brains. Instead, they are massive vector spaces in which the probabilities of tokens occurring in a specific order is encoded. Billions of ...