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Collections including paper arxiv:2603.04791

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 57
MM-DREX: Multimodal-Driven Dynamic Routing of LLM Experts for Financial Trading

Paper • 2509.05080 • Published Sep 5, 2025
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis

Paper • 2508.17565 • Published Aug 25, 2025 • 1
QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learning

Paper • 2508.20467 • Published Aug 28, 2025

Time Series Foundation Models

Pretrained models for intelligent and out-of-the-box time series forecasting

thuml/sundial-base-128m

Time Series Forecasting • 0.1B • Updated Mar 9 • 378k • 77
thuml/timer-base-84m

Time Series Forecasting • 84.1M • Updated Aug 3, 2025 • 3.2k • 65
thuml/UTSD

Viewer • Updated Jun 19, 2025 • 867k • 2.68k • 37
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Paper • 2603.04791 • Published Mar 5 • 21

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 57
MM-DREX: Multimodal-Driven Dynamic Routing of LLM Experts for Financial Trading

Paper • 2509.05080 • Published Sep 5, 2025
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis

Paper • 2508.17565 • Published Aug 25, 2025 • 1
QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learning

Paper • 2508.20467 • Published Aug 28, 2025

Time Series Foundation Models

Pretrained models for intelligent and out-of-the-box time series forecasting

thuml/sundial-base-128m

Time Series Forecasting • 0.1B • Updated Mar 9 • 378k • 77
thuml/timer-base-84m

Time Series Forecasting • 84.1M • Updated Aug 3, 2025 • 3.2k • 65
thuml/UTSD

Viewer • Updated Jun 19, 2025 • 867k • 2.68k • 37
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Paper • 2603.04791 • Published Mar 5 • 21

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