Anyscale Fine-tuning

5 Steps

1. 1

   Set up Anyscale CLI: Install and configure the Anyscale CLI to interact with the Anyscale platform. Ensure you have an Anyscale account and API key.

2. 2

   Create a Fine-tuning Job Specification: Define a YAML file specifying the model, dataset, and hyperparameter configurations for your fine-tuning job. Refer to Anyscale documentation for the schema.

3. 3

   Submit the Fine-tuning Job: Use the Anyscale CLI to submit the fine-tuning job, referencing the YAML specification file.

4. 4

   Monitor the Job: Track the progress of your fine-tuning job using the Anyscale dashboard or CLI. Monitor metrics such as loss and training time.

5. 5

   Deploy the Fine-tuned Model: Once the job completes successfully, deploy the fine-tuned model for inference. Follow Anyscale's deployment guidelines for optimal performance.