Hancheol Park

AI Research Engineer

Insight

Graphic showing GPU reduction for Solar Open2 and Kimi K3. A stack of 8 GPUs shrinks to 2 for Solar Open2 and to 4 for Kimi K3.

August 26, 2026

min read

From Eight H100s to Two: The GPU Cost Savings of LLM Compression

min read

Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop

min read

Deploying an Efficient Vision-Language Model on Mobile Devices

min read

NotaMoEQuantization: An MoE-Specific Quantization Method for Solar-Open-100B

February 10, 2025

min read

Where do LLMs Encode the Knowledge to Assess the Ambiguity?

February 25, 2025

min read

A Study on Detecting LLM-Generated Multilingual Content

Culture

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