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Kronos-TW-Predictor – AI Model by talant28 | AlphaNeural AI

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talant28/
Kronos-TW-Predictor

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NeoQuasar/Kronos-base

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Kronos-TW-Predictor

Kronos Autoregressive Predictor fine-tuned on Taiwan Stock Exchange (TWSE) daily data.

Base Model

NeoQuasar/Kronos-base

Training Data

Source: TWSE listed stocks (613 stocks after quality filtering)
Period: 2010-01-01 ~ 2024-12-31
Features: open, high, low, close, volume, amount
Predict window: 10 trading days

Training Config

Epochs: 3
Batch size: 8 (effective 256 with gradient accumulation)
Learning rate: 4e-5
Hardware: RTX 4080 Laptop 12GB

Usage

Use with Kronos-TW-Tokenizer

Citation

This model is fine-tuned from Kronos. If you use this work, please cite the original paper:

bibtex

@article{shi2025kronos,
  title={Kronos: A Foundation Model for Time Series},
  author={Shi, Yu and others},
  journal={arXiv preprint arXiv:2504.03249},
  year={2025}
}