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Artificial Intelligence
Neural Networks Achieve Human-Like Language Generalization
Within the ever-evolving world of artificial intelligence (AI), scientists have recently heralded a big milestone. They've crafted a neural network that exhibits a human-like proficiency in language generalization. This groundbreaking development isn't only a...
Artificial Intelligence
LoRa, QLoRA and QA-LoRA: Efficient Adaptability in Large Language Models Through Low-Rank Matrix Factorization
Large Language Models (LLMs) have carved a singular area of interest, offering unparalleled capabilities in understanding and generating human-like text. The facility of LLMs might be traced back to their enormous size, often having...
Artificial Intelligence
Bridging Large Language Models and Business: LLMops
The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast...
Artificial Intelligence
Large Language Models: DistilBERT — Smaller, Faster, Cheaper and Lighter
Unlocking the secrets of BERT compression: a student-teacher framework for max efficiencyIn recent times, the evolution of huge language models has skyrocketed. BERT became some of the popular and efficient models allowing to resolve...
Artificial Intelligence
Helping computer vision and language models understand what they see
Powerful machine-learning algorithms referred to as vision and language models, which learn...
Artificial Intelligence
Multi-AI collaboration helps reasoning and factual accuracy in large language models
An age-old adage, often introduced to us during our childhood, is designed...
Artificial Intelligence
Can Language Models Make Their Own Tools?
LaTM, CREATOR, and other closed-loop frameworks for LLM tool usage…In prior overviews, we've got learned about a number of different sorts of tools that will be integrated with LLMs to enhance their performance, akin...
Artificial Intelligence
The Language of Locations: Evaluating Generative AI’s Geocoding Proficiency
Case Study: Unstructured Location Descriptions of Automobile AccidentsData Collection and PreparationTo check out and quantify the geocoding capabilities of LLMs, a listing of 100 unstructured location descriptions of car accidents in Minnesota were randomly...
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