Databricks Fine-Tuning - MLflow Sweep Comparison and Fast Model Serving Demo with Llama and Unsloth
Databricks via YouTube
Overview
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Learn to fine-tune machine learning models using Databricks' serverless GPU compute in this 13-minute demonstration by Solutions Engineer Ryan Cicak. Explore the complete workflow from pulling models from Hugging Face to implementing fine-tuning techniques with MLflow sweep comparison capabilities. Master the integration of Llama and Unsloth frameworks while discovering efficient methods for model serving through API deployment, enabling you to streamline your machine learning model development and deployment process.
Syllabus
Databricks Fine-Tuning: MLflow Sweep Comparison & Fast Model Serving Demo (Llama/ Unsloth)
Taught by
Databricks