Overview

  • Solar Pro Preview: The most intelligent LLM on a single GPU

  • Upstage Document Parse: Let LLMs read your documents with speed and accuracy

Understanding Fine-Tuning of Large Language Models: A Comprehensive Overview
Tech (전영훈) YoungHoon Tech (전영훈) YoungHoon

Understanding Fine-Tuning of Large Language Models: A Comprehensive Overview

Fine-tuning Large Language Models (LLMs) is crucial for customizing AI to meet specific business needs. This blog delves into the two primary types of fine-tuning: instruction tuning, which enhances a model's ability to follow complex commands, and alignment tuning, which ensures outputs align with human values. By understanding these processes, businesses can effectively leverage AI for customer support, content creation, and more.

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Enhancing Tax Administration Efficiency Using the Latest Document AI Technology: Customer Success Stories
Use Case (전영훈) YoungHoon Use Case (전영훈) YoungHoon

Enhancing Tax Administration Efficiency Using the Latest Document AI Technology: Customer Success Stories

The Best Tax Firm revolutionizes tax and accounting tasks with Upstage’s OCR and Layout Analysis technology. By automating document analysis and streamlining data processing, the firm enhances operational efficiency and accuracy. Discover how cutting-edge AI solutions can transform your tax administration processes.

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Tech (전영훈) YoungHoon Tech (전영훈) YoungHoon

SAAS - Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models

Introducing "SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models," a groundbreaking research paper by Upstage AI, Mathpresso Inc., and KT Corp. This novel approach leverages sequential learning, combining Chain-of-Thought (CoT) and Program-of-Thought (PoT) methodologies to significantly boost the mathematical reasoning and problem-solving skills of Large Language Models (LLMs). Our findings show that SAAS achieves state-of-the-art performance on benchmarks like GSM8K and MATH, outperforming larger models and setting new standards in AI-driven mathematical reasoning. Discover how SAAS can elevate your LLM’s capabilities.

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LLM Trend Report (2024 Q2)
Insight (전영훈) YoungHoon Insight (전영훈) YoungHoon

LLM Trend Report (2024 Q2)

Discover the latest advancements in Large Language Models (LLMs) and their integration into business operations in our 2024 Summer LLM Trend Report. Explore essential technologies such as Optical Character Recognition (OCR), Layout Analysis (LA), and Retrieval-Augmented Generation (RAG) systems. Learn from real-world use cases and gain insights to leverage these innovations for maximizing the potential of LLMs in your business.

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