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Fine-tune gpt 3.5 in seven steps
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Classroom Contents
Fine-Tuning GPT-3.5-Turbo - A 7-Step Crash Course
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- 1 Fine-tune gpt 3.5 in seven steps
- 2 Should I use fine-tuning?
- 3 When does fine-tuning work?
- 4 Step 1 - Preparing data for fine-tuning
- 5 How much data do I need for fine-tuning?
- 6 Fine-tuning on Twitter or blog data
- 7 Step 2 - Using rewinder to automatically generate prompts for fine-tuning
- 8 Step 3 - Prepare messages for OpenAI api
- 9 Step 4 - Data validation for fine-tuning
- 10 How much does fine-tuning cost with OpenAI?
- 11 Step 5 - Running a fine-tuning job
- 12 How long does fine-tuning take?
- 13 Step 6 - Saving and visualising fine-tuning results
- 14 Plotting and analysing fine-tuning results
- 15 Step 7 - Manual inspection of results
- 16 How do I know if fine-tuning worked?
- 17 Where to find scripts for fine-tuning with OpenAi
