Continuum Knowledge
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About
Continuum is an organization applying technology to translate academic research into practical applications within the generative AI industry. The knowledge repository overviews research and tech for neural language model applications, decomposing the generative AI application value chain into Datasets, Models, Fine Tuning, Inference, Knowledge, Retrieval Augmented Generation, Embedding, AI Agents, Regulation, and Infrastructure. It discusses the disruptive potential on data architecture, search, and recommendation systems. Continuum Labs provides tools and a platform for developing generative AI applications, empowering organizations to harness AI's disruptive potential and create organizational value. The goal is to offer a perspective on how AI can secure competitive edge for businesses.
Platform
Task
Features
• retrieval augmented generation
• embedding and recommendation engines
• ai agents and ai autonomy
• knowledge - vector databases
• inference - optimisation of model inference
• fine tuning - tokenization, embedding, parameter efficient fine tuning, training processes
• models - foundation models, instruction tuned models
• datasets - creation, curation and structuring
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