​[[{“value”:” The rapid development of artificial intelligence (AI) has produced models with powerful capabilities, such as language understanding and vision processing. However, deploying these models on edge devices remains challenging due to limitations in computational power, memory, and energy efficiency. The need for lightweight models… Read More »Tsinghua University Researchers Released the GLM-Edge Series: A Family of AI Models Ranging from 1.5B to 5B Parameters Designed Specifically for Edge Devices Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The new efficient multi-adapter inference feature of Amazon SageMaker unlocks exciting possibilities for customers using fine-tuned models. This capability integrates with SageMaker inference components to allow you to deploy and manage hundreds of fine-tuned Low-Rank Adaptation (LoRA) adapters through SageMaker APIs. Multi-adapter inference handles… Read More »Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference Dmitry Soldatkin AWS Machine Learning Blog

​[[{“value”:” Machine learning is advancing rapidly, particularly in areas requiring extensive data processing, such as natural language understanding and generative AI. Researchers are constantly striving to design algorithms that maximize computational efficiency while improving the accuracy and performance of large-scale models. These efforts are critical… Read More »Microsoft Researchers Present a Novel Implementation of MH-MoE: Achieving FLOPs and Parameter Parity with Sparse Mixture-of-Experts Models Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Prompt engineering refers to the practice of writing instructions to get the desired responses from foundation models (FMs). You might have to spend months experimenting and iterating on your prompts, following the best practices for each model, to achieve your desired output. Furthermore, these… Read More »Improve the performance of your Generative AI applications with Prompt Optimization on Amazon Bedrock Shreyas Subramanian AWS Machine Learning Blog

​[[{“value”:” Generative AI (Gen AI) is transforming the landscape of artificial intelligence, opening up new opportunities for creativity, problem-solving, and automation. Despite its potential, several challenges arise for developers and businesses when implementing Gen AI solutions. One of the most prominent issues is the lack… Read More »Andrew Ng’s Team Releases ‘aisuite’: A New Open Source Python Library for Generative AI Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) with long-context processing capabilities have revolutionized technological applications across multiple domains. Recent advancements have enabled sophisticated use cases including repository-level coding assistance, multi-document analysis, and autonomous agent development. These models demonstrate remarkable potential in handling extensive contextual information, requiring advanced… Read More »SEALONG: A Self-Improving AI Approach to Long-Context Reasoning in Large Language Models Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have revolutionized data analysis by introducing novel approaches to regression tasks. Traditional regression techniques have long relied on handcrafted features and domain-specific expertise to model relationships between metrics and selected features. However, these methods often struggle with complex, nuanced datasets… Read More »Google DeepMind Research Unlocks the Potential of LLM Embeddings for Advanced Regression Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” One of the long-standing bottlenecks for researchers and data scientists is the inherent limitation of the tools they use for numerical computation. NumPy, the go-to library for numerical operations in Python, has been a staple for its simplicity and functionality. However, as datasets have… Read More »NVIDIA AI Releases cuPyNumeric: A Drop-in Replacement Library for NumPy Bringing Distributed and Accelerated Computing for Python Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Rhymes AI has open-sourced Allegro-TI2V, a cutting-edge text-image-to-video generation model that promises to revolutionize visual content creation. This innovative release marks a milestone in the rapidly evolving landscape of generative AI technologies. Allegro-TI2V is an advanced iteration of the original Allegro model, offering unprecedented… Read More »Rhymes AI Unveils Allegro-TI2V: A Breakthrough in Visual Storytelling with Open-Source AI Video Generation Technology Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Natural Language Processing (NLP) has advanced significantly with deep learning, driven by innovations like word embeddings and transformer architectures. Self-supervised learning uses vast amounts of unlabeled data to create pretraining tasks and has become a key approach for training models, especially in high-resource languages… Read More »Tucano: A Series of Decoder-Transformers Natively Pre-Trained in Portuguese Nazmi Syed Artificial Intelligence Category – MarkTechPost