​[[{“value”:” Fine-tuning large language models (LLMs) enhances task performance and ensures adherence to instructions while modifying behaviors. However, this process incurs significant costs due to high GPU memory requirements, especially for large models like LLaMA 65B and GPT-3 175B. Consequently, various parameter-efficient fine-tuning (PEFT) methods,… Read More »This Machine Learning Paper Introduce PISSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In today’s fast-paced world, software companies must efficiently handle complex tasks. However, traditional methods often fail to provide comprehensive solutions to intricate requirements, leading to delays, errors, and inefficiencies in project management, development, and documentation processes. Various solutions have been devised to address these… Read More »MetaGPT and MetaGPT RAG Module (with Sturdy Design of the Llama-Index) Niharika Singh Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The evolution of artificial intelligence through the development of Large Language Models (LLMs) has marked a significant milestone in the quest to mirror human-like abilities in generating text, reasoning, and decision-making. However, aligning these models with human ethics and values has remained complex. Traditional… Read More »Microsoft AI Introduces Direct Nash Optimization (DNO): A Scalable Machine Learning Algorithm that Combines the Simplicity and Stability of Contrastive Learning with the Theoretical Generality of Optimizing General Preferences Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Jupyter Notebook is a widely used and accessible open-source application that allows to create documents containing code, equations, visualizations, and narrative text. It’s widely used for data cleaning and transformation, numerical simulation, statistical modelling, data visualization, machine learning, and more. Ideal for students, data… Read More »How to Use Jupyter Notebook: A Comprehensive Guide for Beginners Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Image generation is rapidly advancing, and latent diffusion models (LDMs) are leading the charge. These powerful models can produce incredibly realistic and detailed images but often struggle with efficiency. Every high-quality image they produce requires multiple steps – a process that can be slow… Read More »Smaller Can Be Better: Exploring the Sampling Efficiency of Latent Diffusion Models Vineet Kumar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Claude and ChatGPT are two compelling options in AI chatbots, each with unique features and capabilities. To discern their strengths and suitability for various applications, let’s compare these two AI chatbots comprehensively. What is Claude? Claude is an AI chatbot developed by an Anthropic… Read More »Claude vs ChatGPT: A Comparison of AI Chatbots Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. In… Read More »Knowledge Bases for Amazon Bedrock now supports custom prompts for the RetrieveAndGenerate API and configuration of the maximum number of retrieved results Sandeep Singh AWS Machine Learning Blog

​[[{“value”:” In the rapidly evolving landscape of artificial intelligence and cloud computing, Google has once again taken a significant leap forward. The tech giant recently announced the public preview of its next-generation AI model, Gemini 1.5 Pro, on the Google Cloud’s Vertex AI Platform, marking… Read More »Google’s Next-Generation AI Model Gemini 1.5 Pro is Now Available in Public Preview on Google Cloud’s Vertex AI Platform Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Posted by Alan Kelly, Software Engineer We are excited to announce that XNNPack’s Fully Connected and Convolution 2D operators now support dynamic range quantization. XNNPack is TensorFlow Lite’s CPU backend and CPUs deliver the widest reach for ML inference and remain the default target… Read More »Faster Dynamically Quantized Inference with XNNPack noreply@blogger.com (TensorFlow Blog) The TensorFlow Blog

​[[{“value”:” Coding-related jobs have led to the rapid advancement of Large Language Models (LLMs), with a focus on code editing. LLMs created specifically for coding jobs are applied to a variety of activities, including code optimisation and repair. As programming tools, they are becoming more… Read More »CodeEditorBench: A Machine Learning System for Evaluating the Effectiveness of Large Language Models (LLMs) in Code Editing Activities Tanya Malhotra Artificial Intelligence Category – MarkTechPost