Home - MarkTechPost
2 天之前 · 40+ Cool AI Tools You Should Check Out (Oct 2024) AI Shorts October 11, 2024. DeepSwap DeepSwap is an AI-based tool for anyone who wants to create convincing deepfake videos and images. It is super easy to create your content by refacing videos, pictures, memes, old movies, GIFs…. You name it.
Meet Arch: The Intelligent Layer 7 Gateway for LLM Applications
2 天之前 · Meet Arch: An intelligent Layer 7 gateway designed to protect, observe, and personalize LLM applications (agents, assistants, co-pilots) with your APIs. Arch serves as the connective tissue that enhances the interaction between your LLM-based application and its users, providing vital layers of protection, observability, and personalization.
This Paper from MIT and Microsoft Introduces 'LASER': A
2024年1月2日 · Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. These models, known for their substantial size and computational demands, have been at the forefront of AI development. However, a central challenge still needs to be solved in optimizing ...
Inheritune: An Effective AI Training Approach for Developing …
2 天之前 · LLMs leverage the transformer architecture, particularly the self-attention mechanism, for high performance in natural language processing tasks. However, as these models increase in depth, many deeper layers exhibit 'attention degeneration,' where the attention matrices collapse into rank-1, focusing on a single column. These 'lazy layers' become redundant as they fail to learn meaningful ...
LongRAG: A New Artificial Intelligence AI Framework that
2024年6月25日 · Retrieval-Augmented Generation (RAG) methods enhance the capabilities of large language models (LLMs) by incorporating external knowledge retrieved from vast corpora. This approach is particularly beneficial for open-domain question answering, where detailed and accurate responses are crucial. By leveraging external information, RAG systems can overcome the limitations of relying solely on the ...
Facebook AI Introduces 'NeuralProphet': A Hybrid ... - MarkTechPost
2021年12月3日 · Meta/Facebook AI introduces 'Neural Prophet', a simple forecasting package that provides a solution to some of the most prevalent needs of customers, seeking to maximize the scalability and flexibility of time series forecasts based on Meta's own internal data scientists and requests from external industry practitioners. Whether it's estimating infection rates for disease management programs ...
This Machine Learning Survey Paper from China Illuminates the …
2024年1月27日 · Developing foundation models like Large Language Models (LLMs), Vision Transformers (ViTs), and multimodal models marks a significant milestone. These models, known for their versatility and adaptability, are reshaping the approach towards AI applications. However, the growth of these models is accompanied by a considerable increase in resource demands, making their development and deployment ...
CaLM: Bridging Large and Small Language Models for
2024年6月30日 · The paper addresses the challenge of ensuring that large language models (LLMs) generate accurate, credible, and verifiable responses by correctly citing reliable sources. Existing methods often need help with errors and hallucinations, leading to incorrect or misleading information in generated responses. This research aims to improve the accuracy and reliability of LLM outputs by introducing ...
The “Zero-Shot” Mirage: How Data Scarcity Limits Multimodal AI
2024年4月10日 · Imagine an AI system that can recognize any object, comprehend any text, and generate realistic images without being explicitly trained on those concepts. This is the enticing promise of 'zero-shot' capabilities in AI. But how close are we to realizing this vision? Major tech companies have released impressive multimodal AI models like CLIP for vision-language tasks and DALL-E for text-to ...
NVIDIA's Blackwell GPU Revolution: Unleashing the Next Wave of …
2024年3月19日 · In the era of AI-driven transformations and soaring computing demands, NVIDIA launches its Blackwell platform, which emerges as a game-changer. Named after the renowned mathematician David Harold Blackwell, this platform is set to revolutionize AI and HPC with its innovative GPUs, the B100 and the upcoming B200. The B100 GPU, slated for a 2024 debut, and its successor, the B200, planned for ...