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newsDatabricks·July 26, 2023

How We Made a Unified Talent Solution Using Databricks Machine Learning, Fine-Tuned LLM & Dolly 2.0

Summary

Accenture built an AI-powered talent solution on Databricks using Delta Lake, MLflow, and over twenty-five machine learning models to assess workforce skills and labor market data. The platform incorporates a fine-tuned Dolly 2.0 language model integrated with LangChain to securely parse resumes and match candidates to roles.

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