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ChallengesFine-Tuning Pipeline

#098AdvancedAI Agent

10-15 hours

Fine-Tuning Pipeline

Build a UI for the complete model fine-tuning workflow: dataset preparation with labeling, training configuration, job monitoring, and evaluation with test prompts.

fine-tuningtrainingdatasetevaluation

Objectives

Upload and format training datasets (JSONL)
Validate and preview training examples
Configure fine-tuning parameters
Monitor training progress with loss charts
Evaluate the fine-tuned model with test prompts

Hints

Use OpenAI fine-tuning API for the backend
JSONL format with {prompt, completion} pairs
Compare base vs. fine-tuned model outputs

Resources

platform.openai.com/docs/guides/fine-tuning