​[[{“value”:” The field of information retrieval (IR) has rapidly evolved, especially with the integration of neural networks, which have transformed how data is retrieved and processed. Neural retrieval systems have become increasingly important, particularly those using dense and multi-vector models. These models encode queries and… Read More »Jina-ColBERT-v2 Released: A Groundbreaking Multilingual Retrieval Model Achieving 6.6% Performance Boost and 50% Storage Reduction Across Diverse Benchmarks Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have revolutionized natural language processing but face significant challenges in handling very long sequences. The primary issue stems from the Transformer architecture’s quadratic complexity relative to sequence length and its substantial key-value (KV) cache requirements. These limitations severely impact the… Read More »The Mamba in the Llama: Accelerating Inference with Speculative Decoding Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The digital age has led to a massive increase in the amount of text-based content available online, from research papers and articles to social media posts and corporate documents. Traditional search engines often fall short, providing only a list of relevant documents without delivering… Read More »Kotaemon: An Open-Source RAG-based Tool for Chatting with Your Documents Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Cohere For AI unveiled two significant advancements in AI models with the release of the C4AI Command R+ 08-2024 and C4AI Command R 08-2024 models. These state-of-the-art language models are designed to push what’s achievable with AI, especially in terms of text generation, reasoning,… Read More »Updated Versions of Command R (35B) and Command R+ (104B) Released: Two Powerful Language Models with 104B and 35B Parameters for Multilingual AI Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Researchers at Alibaba have announced the release of Qwen2-VL, the latest iteration of vision language models based on Qwen2 within the Qwen model family. This new version represents a significant leap forward in multimodal AI capabilities, building upon the foundation established by its predecessor,… Read More »Qwen2-VL Released: The Latest Version of the Vision Language Models based on Qwen2 in the Qwen Model Familities Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Time series modeling is vital across many fields, including demand planning, anomaly detection, and weather forecasting, but it faces challenges like high dimensionality, non-linearity, and distribution shifts. While traditional methods rely on task-specific neural network designs, there is potential for adapting foundational small-scale pretrained… Read More »Agentic-RAG: A Hierarchical Multi-Agent Framework for Enhanced Time Series Analysis Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The implementation of Neural Networks (NNs) is significantly increasing as a means of improving the precision of Molecular Dynamics (MD) simulations. This could lead to new applications in a wide range of scientific fields. Understanding the behavior of molecular systems requires MD simulations, but… Read More »chemtrain: A Unique AI Framework for Refining Molecular Dynamics Simulations with Neural Networks Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal large language models (MLLMs) represent a significant leap in artificial intelligence by combining visual and linguistic information to understand better and interpret complex real-world scenarios. These models are designed to see, comprehend, and reason about visual inputs, making them invaluable in optical character… Read More »NVEagle Released by NVIDIA: A Super Impressive Vision Language Model that Comes in 7B, 13B, and 13B Fine-Tuned on Chat Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” If you regularly follow AI updates, the AI Safety Bill in California should have caught your attention and is causing a lot of debate in Silicon Valley. SB 1047, the Safe and Secure Innovation for Frontier Artificial Intelligence Models Act, was passed by the… Read More »California’s AI Safety Bill Sparks Controversy in Silicon Valley Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” A critical challenge in training large language models (LLMs) for reasoning tasks is identifying the most compute-efficient method for generating synthetic data that enhances model performance. Traditionally, stronger and more expensive language models (SE models) have been relied upon to produce high-quality synthetic data… Read More »Can Smaller AI Models Outperform Giants? This AI Paper from Google DeepMind Unveils the Power of ‘Smaller, Weaker, Yet Better’ Training for LLM Reasoners Aswin Ak Artificial Intelligence Category – MarkTechPost