Tag : LLM
Posts tagged with 'LLM'
Building Production RAG Systems: Lessons from Tariff Support
By Sergey LeksikovLablup's research team shares lessons from two production RAG systems, the HSense tariff classifier (92.4% Top-1) and a Backend.AI support assistant, including why retrieval quality matters more than model choice.23 April 2026
The Pulse of 500+ GPUs: Monitoring Large-Scale AI Training Clusters
By Hanjeong LeeHow Lablup built proactive fault detection for a 500+ NVIDIA B200 GPU cluster while supporting Solar Open 102B pretraining, including its data collection and real anomaly cases.20 February 2026
Behind Lablup x Upstage's Phase 1 Win for the Sovereign AI Foundation Model Project
By LablupThe Upstage consortium, with Lablup as infrastructure partner, passed Phase 1 of Korea's Sovereign AI Foundation Model program. Team members share the behind-the-scenes story.6 February 2026
Developing KIMCHI: An AI Image Generation Model Reflecting Korean Culture
By Yonggeun KwonMeet KIMCHI, a fine-tuned diffusion model that understands Korean prompts natively and generates culturally authentic images, outperforming DALL-E 3 and Stable Diffusion on cultural alignment.26 December 2024
Model Variant: Serving Multiple Models with Ease
By Jihyun KangA look at the enhanced model service in Backend.AI 23.09, which makes it easy to serve many models, not just one.11 July 2024
![[Featured articles] Scale entanglement](/_next/image?url=https%3A%2F%2Fcdn.lablup.com%2Fscale_entanglement_8b2596633c.jpg&w=2048&q=75)
