​[[{“value”:” When textless natural language processing (NLP) initially emerged, the primary concept involved training a language model on sequences of learnable, discrete units instead of relying on transcribed text. This approach aimed to enable NLP tasks to be directly applicable to spoken utterances. Moreover, in… Read More »VoiceCraft: A Transformer-based Neural Codec Language Model (NCLM) that Achieves State-of-the-Art Performance on Speech Editing and Zero-Shot TTS Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model.… Read More »Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy Corvus Lee AWS Machine Learning Blog

​[[{“value”:” Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. One popular… Read More »Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat Romina Sharifpour AWS Machine Learning Blog

​[[{“value”:” With the widespread adoption of generative artificial intelligence (AI) solutions, organizations are trying to use these technologies to make their teams more productive. One exciting use case is enabling natural language interactions with relational databases. Rather than writing complex SQL queries, you can describe… Read More »Use everyday language to search and retrieve data with Mixtral 8x7B on Amazon SageMaker JumpStart Jose Navarro AWS Machine Learning Blog

​[[{“value”:” In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for… Read More »Boost inference performance for Mixtral and Llama 2 models with new Amazon SageMaker containers Joao Moura AWS Machine Learning Blog

​[[{“value”:” Home Table of Contents Conversing with Gemini Pro: Crafting and Debugging PyTorch Code Through AI Dialogue Introduction to Chat with Gemini Pro Recap of Previous Lessons Leveraging Conversational AI with Gemini Pro for Coding Exploring Gemini Pro as a Conversational AI What to Expect:… Read More »Conversing with Gemini Pro: Crafting and Debugging PyTorch Code Through AI Dialogue Aditya Sharma PyImageSearch

​[[{“value”:” Navigating through the intricate landscape of speech separation, researchers have continually sought to refine the clarity and intelligibility of audio in bustling environments. This endeavor has been met with several methodologies, each with strengths and shortcomings. Amidst this pursuit, the emergence of State-Space Models… Read More »Researchers at Tsinghua University Propose SPMamba: A Novel AI Architecture Rooted in State-Space Models for Enhanced Audio Clarity in Multi-Speaker Environments Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In Large Language Models (LLMs), reasoning involves dissecting a problem’s logical structure and turning it into a sequence of logical steps that lead to a solution. For LLMs, this procedure has proven difficult, particularly in algorithmic reasoning where intricate logical patterns must be interpreted… Read More »‘Think-and-Execute’: A Machine Learning Framework that Encapsulates the Common Logical Structure of a Job Using Pseudocode for Efficient Reasoning in Large Language Models (LLMs) Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) like GPT-4 have become indispensable tools for developers and data scientists looking to leverage cutting-edge AI capabilities. However, navigating the complexities of developing, deploying, and managing LLM-powered applications can be daunting without the right tools. To address this, let’s delve… Read More »Top AI Tools to Build Your Large Language Models (LLMs) Apps Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The world of artificial intelligence has been abuzz with the remarkable achievements of Large Language Models (LLMs) like GPT, PaLM, and LLaMA. These models have demonstrated an impressive understanding and generation of natural language, signaling a promising step toward artificial general intelligence. However, while… Read More »ST-LLM: An Effective Video-LLM Baseline with Spatial-Temporal Sequence Modeling Inside LLM Vibhanshu Patidar Artificial Intelligence Category – MarkTechPost