Summary: Fine-Tuning Your AI Models with Vertex AI 🌟
Unlock the potential of AI by evaluating and fine-tuning your models effectively! Vertex AI simplifies this journey from model discovery to deployment.
Key Steps to Get Started:
- Early Validation: Use Vertex AI’s Gen AI evaluation service to assess models against your criteria.
- Data Preparation: Efficiently pull datasets from Google Cloud Storage and BigQuery. Automate data-cleaning tasks with Vertex AI Pipelines.
- Fine-Tuning: Access a pre-configured notebook leveraging Axolotl for memory-efficient tuning and enhanced parallelism with techniques like QLoRA and FSDP.
- Scaling Up: Transition to Vertex AI Training for scalable resources and managed infrastructure, ensuring reproducibility and real-time monitoring with TensorBoard.
Join the AI revolution and transform your models into tailor-made solutions!
📣 Interested in deepening your AI expertise? Share your thoughts below and let’s collaborate!
