Project – Foundation Model for the Financial Markets

Hello, I’m at the moment engaged on a basis mannequin startup and would love some suggestions…

Because of the distinctive and sophisticated patterns present in monetary time sequence, I imagine a data-specific basis mannequin for the monetary markets can be wanted. Whereas present pre-trained time sequence fashions are a great place to begin, they nonetheless want additional fine-tuning to be efficient forecasting instruments in unstable markets. I suggest a zero-shot forecasting mannequin particularly constructed for the monetary markets.

The mannequin can predict one-step forward the directional value motion of any exchange-traded instrument from minutes to weeks upfront.

To leverage the mannequin's full potential, a number of time sequence forecasts ought to be mixed to grasp how value is altering holistically e.g. 1 day and 1 week forecasts.

Whereas the mannequin cannot predict Elon Musk's subsequent potential acquisition, it will probably present helpful perception into an instrument's future value volatility.

Utilizing your personal OHLC value knowledge (csv format), you may check the mannequin utilizing the hooked up hyperlink.

I plan to launch the mannequin within the subsequent few weeks, however any suggestions earlier than then could be appreciated.