Maaz Bin KhalidQuantization: An Easy IntroductionIn this article, we’ll dive into absmax quantization applied to the GPT-2 model, one of the simplest quantization methods to understand. As…Nov 3
Priyanthan GovindarajBuild an 8-bit Custom Quantizer from Scratch: A Comprehensive GuideStep-by-step implementation using Python and PyTorchSep 18
InTowards AIbyArun NandaUnderstanding 1.58-bit Large Language ModelsQuantizing LLMs to ternary, using 1.58-bits, instead of binary, achieves performance gains, possibly exceeding full-precision 32-bit…Sep 72Sep 72
InTowards AIbyAnoop Maurya🔓 Unlock Custom Quantization for Hugging Face Models Locally with Ollama 🧠:Stuck behind a paywall? Read for Free!Oct 19Oct 19
Maaz Bin KhalidQuantization: An Easy IntroductionIn this article, we’ll dive into absmax quantization applied to the GPT-2 model, one of the simplest quantization methods to understand. As…Nov 3
Priyanthan GovindarajBuild an 8-bit Custom Quantizer from Scratch: A Comprehensive GuideStep-by-step implementation using Python and PyTorchSep 18
InTowards AIbyArun NandaUnderstanding 1.58-bit Large Language ModelsQuantizing LLMs to ternary, using 1.58-bits, instead of binary, achieves performance gains, possibly exceeding full-precision 32-bit…Sep 72
InTowards AIbyAnoop Maurya🔓 Unlock Custom Quantization for Hugging Face Models Locally with Ollama 🧠:Stuck behind a paywall? Read for Free!Oct 19
InIntel Analytics SoftwarebyIntel(R) Neural CompressorEfficient Quantization with Microscaling Data Types for Large Language ModelsNew Quantization Recipes Using Intel Neural CompressorMar 1
Ashish K DahiyaIntroduction to Model Quantization (Part 1)In recent years, deep learning models have become indispensable tools for solving a wide range of problems, from image recognition to…Oct 14
Arun NandaUnderstanding 1-bit Large Language ModelsQuantizing Large Language Models to 1-bit leads to huge performance gains. Binarized Transformer architectures will drive the future of…Sep 7
