​[[{“value”:” The semantic capabilities of modern language models offer the potential for advanced analytics and reasoning over extensive knowledge corpora. However, current systems need more high-level abstractions for large-scale semantic queries. Complex tasks like summarizing recent research, extracting biomedical information, or analyzing internal business transcripts… Read More »LOTUS: A Query Engine for Reasoning over Large Corpora of Unstructured and Structured Data with LLMs Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have been widely discussed in several domains, such as global media, science, and education. Even with this focus, measuring exactly how much LLM is used or assessing the effects of created text on information ecosystems is still difficult. A significant… Read More »Monitoring AI-Modified Content at Scale: Impact of ChatGPT on Peer Reviews in AI Conferences Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Nexusflow has released Athene-Llama3-70B, an open-weight chat model fine-tuned from Meta AI’s Llama-3-70B. Athene-70B has achieved an Arena-Hard-Auto score of 77.8%, rivaling proprietary models like GPT-4o and Claude-3.5-Sonnet. This marks a significant improvement from its predecessor, Llama-3-70B-Instruct, which scored 46.6%. The enhancement stems from… Read More »Athene-Llama3-70B Released: An Open-Weight LLM Trained through RLHF based on Llama-3-70B-Instruct Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Language models (LMs) have become fundamental in natural language processing (NLP), enabling text generation, translation, and sentiment analysis tasks. These models demand vast amounts of training data to function accurately and efficiently. However, the quality and curation of these datasets are critical to the… Read More »Apple AI Released a 7B Open-Source Language Model Trained on 2.5T Tokens on Open Datasets Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Llama-3-Nephilim-v3-8B and llama-3-Nephilim-v3-8B-GGUF are two innovative models released on Hugging Face. Although these models were never explicitly trained for roleplay, they exhibit remarkable capability in this domain, highlighting the potential of “found art” approaches in AI development.  The creation of these models involved merging… Read More »Nephilim v3 8B Released: An Innovative AI Approach to Merging Models for Enhanced Roleplay and Creativity Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the rapidly developing field of Artificial Intelligence, it is more important than ever to convert unstructured data into organized, useful information efficiently. Recently, a team of researchers introduced the Neo4j LLM Knowledge Graph Builder, an AI tool that can easily address this issue.… Read More »The Neo4j LLM Knowledge Graph Builder: An AI Tool that Creates Knowledge Graphs from Unstructured Data Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) like GPT-3.5 and GPT-4 are advanced artificial intelligence systems capable of generating human-like text. These models are trained on vast amounts of data to perform various tasks, from answering questions to writing essays. The primary challenge in the field is… Read More »Reinforcing Robust Refusal Training in LLMs: A Past Tense Reformulation Attack and Potential Defenses Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling the creation of language agents capable of autonomously solving complex tasks. However, the development of these agents faces significant challenges. The current approach involves manually decomposing tasks into LLM pipelines, with prompts… Read More »Agent Symbolic Learning: An Artificial Intelligence AI Framework for Agent Learning that Jointly Optimizes All Symbolic Components within an Agent System Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Optimal transport is a mathematical discipline focused on determining the most efficient way to move mass between probability distributions. This field has wide-ranging applications in economics, where it is used to model resource allocation; in physics, to simulate particle dynamics; and in machine learning,… Read More »This AI Paper from NYU and Meta Introduces Neural Optimal Transport with Lagrangian Costs: Efficient Modeling of Complex Transport Dynamics Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Together AI has unveiled a groundbreaking advancement in AI inference with its new inference stack. This stack, which boasts a decoding throughput four times faster than the open-source vLLM, surpasses leading commercial solutions like Amazon Bedrock, Azure AI, Fireworks, and Octo AI by 1.3x… Read More »Together AI Unveils Revolutionary Inference Stack: Setting New Standards in Generative AI Performance Shreya Maji Artificial Intelligence Category – MarkTechPost