Data is the basis of linguistic models | by Cameron R. Wolfe, Ph.D. | October 2023
How high-quality data impacts every aspect of the LLM training process...(Photo by Joshua Sortino in unpack)Large language models (LLMs) have ...
Tag: models
Improving Engineering Design Evaluation Using Comprehensive Metrics for Deep Generative Models
In engineering design, reliance on deep generative models (DGMs) has increased in recent years. However, evaluation of these models has ...
The rise of two-tower models in recommendation systems | by Samuel Flender | October 2023
A deep dive into the latest technology used to bypass classification modelsPhoto by Evgeny SmirnovRecommender systems are among the most ...
Optimizing Computational Costs with AutoMix: A Strategic AI Approach to Leveraging Large Language Models from the Cloud
AutoMix is an innovative approach that optimizes query mapping to larger language models (LLMs) by evaluating the approximate correctness of ...
Meet 3D-GPT: An AI framework for instruction-based 3D modeling using large language models (LLM)
Using meticulously detailed models, 3D content production in the metaverse era redefines multimedia experiences in the gaming, virtual reality, and ...
Woodpecker revolutionizes AI accuracy in linguistic models
A group of ai researchers from Tencent YouTu Lab and the University of Science and technology of China (USTC) have ...
Yale and Google DeepMind Researchers Achieve Success in Solving Math Problems with Advanced Tuning Techniques on Large Language Models
Even the most advanced large language models (LLMs), such as GPT-4 and PaLM 2, struggle to solve mathematical problems as ...
Microsoft researchers present Table-GPT: lifting language models to Excel in tasks and understanding two-dimensional tables
With recent developments in the field of artificial intelligence, large language models, including GPT and LLaMa, continually show remarkable performance ...
The Impact of Large Language Models on Medical Text Analysis
Introduction In a world undergoing a technological revolution, the fusion of artificial intelligence and healthcare is reshaping the landscape of ...
Meet LoftQ: LoRA Fine-Tuning Aware Quantization for Large Language Models
The introduction of pre-trained language models (PLM) has meant a transformative change in the field of natural language processing. They ...
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