Large Media Company
Customer: Finland, confidential
Status: Ongoing 3/2023 ->
Softlandia team has helped a customer to achieve their strategic goals, focusing on developing and applying machine learning and customer specific LLM solutions. Softlandia’s role has been crucial as consultants and as part of a team of internal and external experts.
Customer needs in project:
Implementing company strategy using data-driven methods (primarily based on text-mining)
Employing generative AI in the daily workflows of technical and non-technical professionals
Understand current large language model (LLM) capabilities and usage possibilities, both commercial and openly published models
Delivered:
Built a natural language processing pipeline using machine learning and statistical methods, including large language models, deployed to cloud infrastructure
Benchmarked commercial and open LLMs (e.g. Llama) on business-specific tasks & proprietary data
Applied LLM quantization & acceleration methods to improve runtime and reduce resource load
Trained and applied state-of-the-art generative audio models
Created education material on machine learning & AI for non-technical persons and evaluated commercial AI services (solutions, TOS, privacy)
