Fine-tuning LLMs with trade domain data using Backend.AI FastTrack 3
Developing a trade code recommendation that reduces human-in-the-loop
“askyour.trade 2.0 is an intelligent trade workspace where AI understands and makes autonomous decisions on documents. teamreboott, in collaboration with Lablup, is accelerating the digital transformation in trade operations.”
— CEO Sungchul Choi
Automate MLOps with Backend.AI FastTrack 3, anywhere, anytime, at any scale.
Team aimed to develop a large language model trained on relevant domain knowledge, capable of delivering accurate classifications automatically. Teamreboott leveraged Lablup’s reliable Backend.AI Cloud infrastructure and NVIDIA H100 AI accelerators to fine-tune a large language model optimized for the trade using Backend.AI FastTrack 3.
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Backend.AI is a vendor-agnostic accelerated workload hosting platform based on our own home-grown orchestration and job scheduler, running on top of either cloud or on-premises (air-gapped) clusters.
Explore service →A MLOps pipeline platform for LLM fine-tuning and serving that simplifies the entire lifecycle of large language model customization. Prepare data, train models, validate performance, and deploy as a REST API—all managed within a single pipeline.
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