Can Language Models Trade?

Proof-of-concept demonstrating 7B parameter LLM achieving 1.34 Sharpe ratio on NQ futures with 94% technical pattern recognition accuracy. Comprehensive analysis of fine-tuning methodology, risk management, and performance validation.

December 2024

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Institutional Disclaimer

This research document represents early-stage exploratory work and proprietary intellectual property of Vestige LLC. Vestige does not currently employ Large Language Models (LLMs) for live capital deployment. All data presented is for informational and educational purposes only and does not constitute financial or investment advice.