Tag: BitNet

  • Hacker News: 1-Bit AI Infrastructure

    Source URL: https://arxiv.org/abs/2410.16144 Source: Hacker News Title: 1-Bit AI Infrastructure Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in 1-bit Large Language Models (LLMs), highlighting the BitNet and BitNet b1.58 models that promise improved efficiency in processing speed and energy usage. The development of a software stack enables local…

  • Hacker News: Microsoft BitNet: inference framework for 1-bit LLMs

    Source URL: https://github.com/microsoft/BitNet Source: Hacker News Title: Microsoft BitNet: inference framework for 1-bit LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes “bitnet.cpp,” a specialized inference framework for 1-bit large language models (LLMs), specifically highlighting its performance enhancements, optimized kernel support, and installation instructions. This framework is poised to significantly influence…

  • Hacker News: Fine-Tuning LLMs to 1.58bit

    Source URL: https://huggingface.co/blog/1_58_llm_extreme_quantization Source: Hacker News Title: Fine-Tuning LLMs to 1.58bit Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the recently introduced BitNet architecture by Microsoft Research, which allows extreme quantization of Large Language Models (LLMs) to just 1.58 bits per parameter. This significant reduction in memory and computational demands presents…