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Artificial Intelligence
Transformer architecture introduced in spacecraft docking…”Trajectory calculation as an alternative of language generation”
Research results show that the synthetic intelligence (AI) architecture, which is the idea of 'ChatGPT', will be used for docking tasks that match the orbits and adjust the speed to attach the entrances and...
Artificial Intelligence
Using Self-Organizing Map To Bolster Retrieval-Augmented Generation In Large Language Models
SOM is proposed to bolster efficient retrieval of LLM context for RAG…Understandably, the LLM finds it difficult to reply questions on events that occurred after its September 2021 cut-off date. Typically, it clearly responds...
Artificial Intelligence
The Rise of Domain-Specific Language Models
IntroductionThe sphere of natural language processing (NLP) and language models has experienced a remarkable transformation in recent times, propelled by the arrival of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. These...
Artificial Intelligence
Navigating Cost-Complexity: Mixture of Thought LLM Cascades Illuminate a Path to Efficient Large Language Model Deployment
What if I told you that you can save 60% or more off of the associated fee of your LLM API spending without compromising on accuracy? Surprisingly, now you may.Large Language Models (LLMs) are...
Artificial Intelligence
Guiding Instruction-Based Image Editing via Multimodal Large Language Models
Visual design tools and vision language models have widespread applications within the multimedia industry. Despite significant advancements lately, a solid understanding of those tools continues to be obligatory for his or her operation. To...
Artificial Intelligence
Evolution of a math-specific language model… ‘Minerva’ and ‘Rhema’ surpassed by 20B model
Because the importance of mathematical reasoning abilities of huge language models (LLMs) is emphasized, related technologies are step by step developing. This time, the model with only 20 billion parameters (20B) surpassed the...
Artificial Intelligence
The Battle of Open Source vs Closed Source Language Models: A Technical Evaluation
Large language models (LLMs) have captivated the AI community lately, spearheading breakthroughs in natural language processing. Behind the hype lies a posh debate – should these powerful models be open source or closed source?On...
Artificial Intelligence
Large Language Models, GPT-1 — Generative Pre-Trained Transformer
Diving deeply into the working structure of the primary version of gigantic GPT-models10 min read·18 hours ago2017 was a historical 12 months in machine learning. Researchers from the Google Brain team introduced Transformer which...
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