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Kronos-V4-8stocks-5min
Zhouyang626/Kronos-V4-8stocks-5min
Kronos-V4-8stocks-5min is a time series forecasting model from Zhouyang626. Use it for the time series forecasting task on the model card, and read the license before you ship it in a product. It is set up for kronos. The card lists the license as apache-2.0.
基于 NeoQuasar/Kronos-small 微调的 A 股多标的联合预测模型。
Access
Public
Updated Apr 3, 2026
Repo size
115 MB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors115 MB · 100%
At a glance
- Task
- Time Series Forecasting
- Library
- kronos
- License
- apache-2.0
- Access
- Public
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026
- SHA
- 3be9732e
Model card
From the Hugging Face model README
Kronos-V4 8Stocks 5min Joint Model
基于 NeoQuasar/Kronos-small 微调的 A 股多标的联合预测模型。
模型信息
| 项目 | 详情 |
|---|---|
| 基座模型 | NeoQuasar/Kronos-small |
| 微调数据 | 8 只 A 股 × 6 年 5 分钟 K 线 |
| 总数据量 | 461,856 条 |
| 训练方式 | 分块接力续训 (4-Part Sequential Chunking) |
| 训练设备 | CPU (纯 CPU 训练) |
| 训练耗时 | ~60 小时 |
训练标的
| 股票 | 代码 |
|---|---|
| 捷佳伟创 | sz.300724 |
| 帝尔激光 | sz.300776 |
| 迈为股份 | sz.300751 |
| 西藏城投 | sh.600773 |
| 富临精工 | sz.300432 |
| 德业股份 | sh.605117 |
| 艾罗能源 | sh.688717 |
| 拉普拉斯 | sh.688726 |
使用方法
from kronos import Kronos, KronosTokenizer, KronosPredictor
tokenizer = KronosTokenizer.from_pretrained("Zhouyang626/Kronos-V4-8stocks-5min", subfolder="tokenizer/best_model")
model = Kronos.from_pretrained("Zhouyang626/Kronos-V4-8stocks-5min", subfolder="basemodel/best_model")
predictor = KronosPredictor(model, tokenizer, device="cpu", max_context=512)
适用场景
- 最佳: 5 分钟 K 线日内短线预测 (25 分钟 ~ 4 小时)
- 可用: 同类型 A 股中小创科技股的 5 分钟预测
- 不适合: 日线及以上级别的预测
训练配置
- Lookback window: 64
- Predict window: 5
- Max context: 512
- Batch size: 4 (accumulation_steps: 4)
- Learning rate: 8e-6 (predictor), 3e-4 (tokenizer)
- Task
- Time Series Forecasting
- Library
- kronos
- License
- apache-2.0
- Languages
- zh
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026