Artificial Intelligence (AI) is the field of developing computer systems capable of performing tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI systems leverage techniques like machine learning to process data, identify patterns, and learn from experience, with the goal of replicating or surpassing human-level intelligence across various domains.
As the field of large language models continues its rapid advancement, a key area meriting further research is the balance between model parameter count and numerical precision. While traditionally focusing on 32-bit or 16-bit floating point representations, recent explorations have unveiled the promise of quantizing…
Continue reading...What is Mamba? Before we dive into using Mamba models with the text-generation WebUI, let’s first understand what Mamba is. Mamba is a new type of language model architecture that offers an alternative to the widely-used Transformer models. It’s called a “linear time, state-space model,”…
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