You can fine-tune GPT-3 for a specific text generation task using OpenAI's API by referring to the methods below:
- Prepare Dataset
- Upload Dataset
- Fine-tune the Model
- Generate with Fine-tuned Model
Here is the code reference below for above methods:
In the above code, we are using Dataset, which is a properly structured JSONL file with clear prompts and completions; fine-tuning, which uses OpenAI CLI tools to upload and fine-tune; and Generation, which uses the fine-tuned model via API for task-specific text generation.
Hence, referring to the above, you can fine-tune GPT-3 for a specific text generation task using OpenAI's API.