"Historical citations verified (LLM.int8 NeurIPS 2022, GPTQ ICLR 2023, AWQ MLSys 2024, SmoothQuant ICML 2023, QuaRot NeurIPS 2024, SpinQuant ICLR 2025)", "reviewer ...

Abstract: The paper provides an overview of the quantization and entropy coding methods in the Versatile Video Coding (VVC) standard. Special focus is laid on techniques that improve coding efficiency ...

SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. Triton enables the use of optimized kernels for much better performance.

Abstract: With ongoing advancements in natural language processing (NLP) and deep learning methods, the demand for computational and memory resources has considerably increased, which signifies the ...

Moonshot AI’s new Kimi K3 model has quickly become one of the most talked-about AI releases of the week after topping a major ...

The only no-code automation platform deserves more attention than it gets ...

Fine-tune language models locally with Unsloth. This open-source repository cuts VRAM requirements by 70%, letting you train ...

AI-powered transcription tools like Klang.io are rapidly advancing in sophistication, but they won't be replacing humans ...