​[[{“value”:” Autoregressive image generation models have traditionally relied on vector-quantized representations, which introduce several significant challenges. The process of vector quantization is computationally intensive and often results in suboptimal image reconstruction quality. This reliance limits the models’ flexibility and efficiency, making it difficult to accurately… Read More »Eliminating Vector Quantization: Diffusion-Based Autoregressive AI Models for Image Generation Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Data generation is at an all-time high in today’s data-driven modern economy. Both the data’s potential as an insight goldmine and its sheer volume make it a formidable challenge to handle and investigate. Every business aspect, no matter how big or little, may now… Read More »Mozart Data: End-to-End Data Platform with BigQuery or Snowflake Under the Hood Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Language model evaluation is a critical aspect of artificial intelligence research, focusing on assessing the capabilities and performance of models on various tasks. These evaluations help researchers understand the strengths and weaknesses of different models, guiding future development and improvements. One significant challenge in… Read More »This AI Paper by Allen Institute Researchers Introduces OLMES: Paving the Way for Fair and Reproducible Evaluations in Language Modeling Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Text embeddings (TEs) are low-dimensional vector representations of texts of different sizes, which are important for many natural language processing (NLP) tasks. Unlike high-dimensional and sparse representations like TF-IDF, dense TEs are capable of solving the lexical mismatch problem and improving the efficiency of… Read More »Alibaba AI Researchers Released a New gte-Qwen2-7B-Instruct Embedding Model Based on the Qwen2-7B Model with Better Performance Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The release of the latest version of the Salesforce Embedding Model (SFR-embedding-v2) marks a significant milestone in NLP. This new model has reclaimed the top-1 position on the HuggingFace MTEB benchmark, demonstrating Salesforce’s continued commitment to advancing AI technologies. Key Highlights of the SFR-embedding-v2… Read More »Salesforce AI Unveils SFR-Embedding-v2: Reclaiming Top Spot on HuggingFace MTEB Benchmark with Advanced Multitasking and Enhanced Performance in AI Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The domain of artificial intelligence has been significantly shaped by the emergence of large language models (LLMs), showing vast potential across various fields. However, enabling LLMs to effectively utilize computer science knowledge and serve humanity more efficiently remains a key challenge. Despite existing studies… Read More »CS-Bench: A Bilingual (Chinese-English) Benchmark Dedicated to Evaluating the Performance of LLMs in Computer Science Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” LLMs can memorize and reproduce their training data, posing significant privacy and copyright risks, especially in commercial settings. This issue is critical for models generating code, as they might inadvertently reuse verbatim code snippets, potentially conflicting with downstream licensing terms, including those restricting commercial… Read More »Mitigating Memorization in Language Models: The Goldfish Loss Approach Sana Hassan Artificial Intelligence Category – MarkTechPost

​ Introduction to Deep Learning Deep learning is a subset of machine learning, which itself is a subset of artificial intelligence (AI). Deep learning models are inspired by the structure and function of the human brain and are composed of layers of artificial neurons. These models… Read More »Building Your First Deep Learning Model: A Step-by-Step Guide Ravjot Singh Becoming Human: Artificial Intelligence Magazine – Medium

​[[{“value”:” Anthropic AI has launched Claude 3.5 Sonnet, marking the first release in its new Claude 3.5 model family. This latest iteration of Claude brings significant advancements in AI capabilities, setting a new benchmark in the industry for intelligence and performance. Introduction to Claude 3.5… Read More »Anthropic AI Releases Claude 3.5: A New AI Model that Surpasses GPT-4o on Multiple Benchmarks While Being 2x Faster than Claude 3 Opus Asif Razzaq Artificial Intelligence Category – MarkTechPost