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Introducing Inflection-2.5 by Inflection AI, an improved AI model that rivals global leading language models such as GPT-4 and Gemini.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 10, 202464Views0Likes0Comments
Inflection AI has introduced a significant breakthrough in Large Language Models (LLMs) technology, dubbed Inflection-2.5, to tackle the hurdles associated with creating high performance and efficient LLMs suitable for various applications, specifically AI personal assistants like Pi. The main obstacle lies in developing such models with performance levels on par with leading LLMs whilst using…

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Researchers from Carnegie Mellon University Introduce ‘Echo Embeddings’: A Novel Embedding Technique Tailored to Tackle a Structural Weakness of Autoregressive Models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 10, 202474Views0Likes0Comments
Neural text embeddings are critical components of natural language processing (NLP) applications, acting as digital fingerprints for words and sentences. These embeddings are primarily generated by Masked Language Models (MLMs), but the advent of large Autoregressive Language Models (AR LMs) has prompted the development of optimized embedding techniques. A key drawback to traditional AR LM-based…

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This artificial intelligence research document from China presents a multimodal dataset from ArXiv, featuring ArXivCap and ArXivQA. The purpose of this dataset is to improve the scientific understanding capabilities of large vision-language models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 9, 202468Views0Likes0Comments
Large Vision-Language Models (LVLMs), which combine powerful language and vision encoders, have shown excellent proficiency in tasks involving real-world images. However, they have generally struggled with abstract ideas, primarily due to their lack of exposure to domain-specific data during training. This is particularly true for areas requiring abstract reasoning, such as physics and mathematics. To address…

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Researchers from Carnegie Mellon University have introduced FlexLLM, an artificial intelligence system capable of processing inference and optimising parameters for fine-tuning simultaneously in a single iteration.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 9, 202469Views0Likes0Comments
The development of large language models (LLMs) in artificial intelligence has greatly influenced how machines comprehend and create text, demonstrating high accuracy in mimicking human conversation. These models have found utility in multiple applications, including content creation, automated customer support, and language translation. Yet, the practical deployment of LLMs is often incapacitated due to their…

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Introducing Occiglot: A Grand-Scale European Initiative for Open-Source Creation and Growth of Extensive Language Models.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 9, 202479Views0Likes0Comments
OcciGlot, a revolutionary language model introduced by a group of European researchers, aims to address the need for inclusive language modeling solutions that embody European values of linguistic diversity and cultural richness. By focusing on these values, the model intends to maintain Europe's competitive edge in academics and economics and ensure AI sovereignty and digital…

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Deciphering the ‘Intelligence of the Silicon Masses’: How LLM Groups Are Revolutionizing Forecasting Accuracy to Equate Human Prowess

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 9, 202473Views0Likes0Comments
Large Language Models (LLMs), trained on extensive text data, have displayed unprecedented capabilities in various tasks such as marketing, reading comprehension, and medical analysis. These tasks are usually carried out through next-token prediction and fine-tuning. However, the discernment between deep understanding and shallow memorization among these models remains a challenge. It is essential to assess…

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The AI research document from the University of California, Berkeley, introduces ArCHer: an innovative machine learning platform beneficial for enhancing progressive decision-making in expansive language models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 9, 202475Views0Likes0Comments
The technology industry has been heavily focused on the development and enhancement of machine decision-making capabilities, especially with large language models (LLMs). Traditionally, decision-making in machines was improved through reinforcement learning (RL), a process of learning from trial and error to make optimal decisions in different environments. However, the conventional RL methodologies tend to concentrate…

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IBM AI Research Unveils API-BLEND: A Comprehensive Resource for Training and Rigorous Assessment of Tool-Enhanced LLMs.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 9, 202466Views0Likes0Comments
The implementation of APIs into Large Language Models (LLMs) is a major step towards complex, functional AI systems like hotel reservations or job applications through conversational interfaces. However, the development of these systems relies heavily on the LLM's ability to accurately identify APIs, fill the necessary parameters, and sequence API calls based on the user's…

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Stability AI has announced the launch of TripoSR, a new technology that can convert images into 3D models with high resolution in less than a second.

AI Shorts, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 9, 202474Views0Likes0Comments
StabilityAI and Tripo AI have partnered to launch TripoSR, an innovative image-to-3D model tool engineered to facilitate fast 3D reconstruction from single images. Traditional 3D reconstruction methods are usually complex and computation-intensive, resulting in slow reconstruction times and limited accuracy, notably when modeling scenes with numerous objects or unusual viewpoints. This has led to a…

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‘EfficientZero V2’, a machine learning platform, enhances sample efficiency in various areas of reinforcement learning.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 9, 202475Views0Likes0Comments
Reinforcement Learning (RL) is a crucial tool for machine learning, enabling machines to tackle a variety of tasks, from strategic gameplay to autonomous driving. One key challenge within this field is the development of algorithms that can learn effectively and efficiently from limited interactions with the environment, with an emphasis on high sample efficiency, or…

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EasyQuant: Transforming Big Language Model Quantization through Tencent’s Algorithm that doesn’t require Data

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 9, 202475Views0Likes0Comments
The constant progression of natural language processing (NLP) has brought about an era of advanced, large language models (LLMs) that can accomplish complex tasks with a considerably high level of accuracy. However, these models are costly in terms of computational requirements and memory, limiting their application in environments with finite resources. Model quantization is a…

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Establishing Connections with VisionLLaMA: A Comprehensive Framework for Visual Tasks

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 9, 202481Views0Likes0Comments
In recent years, large language models such as LLaMA, largely based on transformer architectures, have significantly influenced the field of natural language processing. This raises the question of whether the transformer architecture can be applied effectively to process 2D images. In response, a paper introduces VisionLLaMA, a vision transformer that seeks to bridge language and…

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