Should we use existing model from hugging face or create our new model for stock market prediction? #106
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Should we use existing model from hugging face or create our new model for stock market prediction? |
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Honestly, for stock market prediction, it depends on your goal and your resources. If you are just starting out or building a prototype, using an existing model from Hugging Face is a practical option. It saves time, reduces development cost, and helps you quickly test whether your idea even works. You can fine-tune a pre-trained model instead of building everything from scratch. But for serious stock market prediction, especially if you want better accuracy and strategy-level performance, creating your own model is usually better. The stock market is very domain-specific, and generic pre-trained models may not capture market behavior, local trends, or your custom indicators properly. A custom-trained model on your own financial data can give more relevant results. |
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Honestly, for stock market prediction, it depends on your goal and your resources.
If you are just starting out or building a prototype, using an existing model from Hugging Face is a practical option. It saves time, reduces development cost, and helps you quickly test whether your idea even works. You can fine-tune a pre-trained model instead of building everything from scratch.
But for serious stock market prediction, especially if you want better accuracy and strategy-level performance, creating your own model is usually better. The stock market is very domain-specific, and generic pre-trained models may not capture market behavior, local trends, or your custom indicators properly. A c…