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Technology

Custom LLM

Custom LLMs fine-tune foundation models (like Llama 3 or GPT-4) on your proprietary data, delivering 99%+ domain-specific accuracy and eliminating public model hallucinations.

This is how you get enterprise-grade AI: a Custom LLM adapts a pre-trained foundation model to your specific workflow. We leverage techniques like fine-tuning and Retrieval-Augmented Generation (RAG) to inject your unique knowledge base (e.g., internal legal documents, 10 years of customer support transcripts) directly into the model's context. The result is a specialized agent that achieves precision on domain tasks; for example, a legal firm can deploy a model to review contracts with 99.5% accuracy, something a general-purpose model cannot touch. This strategy ensures data privacy, reduces operational costs, and moves your AI from a general tool to a mission-critical asset.

https://www.ibm.com/topics/llm-customization
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