metadata
language: zh
license: mit
tags:
- finance
- time-series
- taiwan
- stock
- kronos
base_model: NeoQuasar/Kronos-base
Kronos-TW-Predictor
Kronos Autoregressive Predictor fine-tuned on Taiwan Stock Exchange (TWSE) daily data.
Base Model
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:
@article{shi2025kronos,
title={Kronos: A Foundation Model for Time Series},
author={Shi, Yu and others},
journal={arXiv preprint arXiv:2504.03249},
year={2025}
}