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Exploring Architectural Structures and Functional Capacities of LLMs
Novita AI LLM API

Exploring Architectural Structures and Functional Capacities of LLMs

Find out the LLM architecture diagram in our blog. Explore the different types of LLMs, transformers, and GPTs. Introduction When discussing artificial intelligence, Large Language Models (LLMs) emerge as pivotal innovations, revolutionizing our interactions with and comprehension of machine capabilities. Driven by extensive datasets and advanced algorithms, these colossal machine-learning
6 min read
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Novita AI LLM API

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Explore its effectiveness in arithmetic, symbolic, and commonsense reasoning tasks, revealing its scalability benefits. Witness the impressive performance improvements across various benchmarks and understand its potential for length generalization. Introduction The NLP field has experienced a significant transformation thanks to recent advancements in language models. Enlarging the scale of these
8 min read
Unlocking the Potential of Chain-of-Thought Prompting in Large-Scale Language Models
Novita AI LLM API

Unlocking the Potential of Chain-of-Thought Prompting in Large-Scale Language Models

Explore how Chain-of-Thought (CoT) prompting enhances Large Language Models (LLMs) across various domains, from arithmetic reasoning to common sense and symbolic reasoning in our blog. Introduction Large Language Models (LLMs) have transformed the landscape of artificial intelligence, offering unparalleled capabilities in both understanding and generating natural language. Nonetheless, their proficiency
8 min read