Show HN: Zero-shot foundation model for instant market trend prediction https://ift.tt/w6axT2i

Show HN: Zero-shot foundation model for instant market trend prediction We've built a financial time series foundation model that provides zero-shot directional trend insights across markets and timeframes. Unlike traditional models that need extensive market-specific training (often requiring weeks of data preparation and training), our pre-trained base model generates predictions immediately without requiring any market-specific training. Key features: Single base model pre-trained to recognise generalised directional patterns across different market conditions and timeframes Universal coverage & flexibility: Analyse any interval (tick to monthly) across bonds, commodities, crypto, equities, indices, forex, and futures markets Adaptive analysis: Dynamically adjusts to changing market conditions and regimes with no re-training requirement Optional enhancement: Further improve performance through fine-tuning with proprietary data or multiple time horizons. We'd love feedback from the HN community. Especially interested in hearing from those working with financial data or time series analysis. Reach out to us for free API credits for testing: team@sumtyme.ai January 29, 2025 at 03:29AM