From 9f946dec6b9d7ea1f7666fae39a6d8b8a17606e9 Mon Sep 17 00:00:00 2001 From: shiyu-coder <3122067540@qq.com> Date: Tue, 1 Jul 2025 10:57:41 +0800 Subject: [PATCH] initial --- README.md | 168 ++ examples/data/XSHG_5min_600977.csv | 2501 +++++++++++++++++++++++++ examples/prediction_example.py | 80 + examples/prediction_wo_vol_example.py | 68 + figures/logo.jpeg | Bin 0 -> 42608 bytes figures/overview.png | Bin 0 -> 201679 bytes figures/prediction_example.png | Bin 0 -> 193945 bytes model/__init__.py | 17 + model/kronos.py | 521 +++++ model/module.py | 577 ++++++ requirements.txt | 9 + 11 files changed, 3941 insertions(+) create mode 100644 README.md create mode 100644 examples/data/XSHG_5min_600977.csv create mode 100644 examples/prediction_example.py create mode 100644 examples/prediction_wo_vol_example.py create mode 100644 figures/logo.jpeg create mode 100644 figures/overview.png create mode 100644 figures/prediction_example.png create mode 100644 model/__init__.py create mode 100644 model/kronos.py create mode 100644 model/module.py create mode 100644 requirements.txt diff --git a/README.md b/README.md new file mode 100644 index 0000000..cf74c5d --- /dev/null +++ b/README.md @@ -0,0 +1,168 @@ +
+

Kronos: A Foundation Model for the Language of Financial Markets

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+ + + +Hugging Face + + +Last Commit + + +GitHub Stars + + +GitHub Forks + + +License + + +
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+ +> Kronos is the **first open-source foundation model** for financial candlesticks (K-lines), +> trained on data from over **40 global exchanges**. + + +## πŸ“œ Introduction + +**Kronos** is a family of decoder-only foundation models, pre-trained specifically for the "language" of financial marketsβ€”K-line sequences. Unlike general-purpose TSFMs, Kronos is designed to handle the unique, high-noise characteristics of financial data. It leverages a novel two-stage framework: +1. A specialized tokenizer first quantizes continuous, multi-dimensional K-line data (OHLCV) into **hierarchical discrete tokens**. +2. A large, autoregressive Transformer is then pre-trained on these tokens, enabling it to serve as a unified model for diverse quantitative tasks. + +

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+ +## πŸ“¦ Model Zoo +We release a family of pre-trained models with varying capacities to suit different computational and application needs. All models are readily accessible from the Hugging Face Hub. + +| Model | Tokenizer | Context length | Param | Open-source | +|--------------|---------------------------------------------------------------------------------| -------------- | ------ |---------------------------------------------------------------------------| +| Kronos-mini | Kronos-Tokenizer-2k | 2048 | 4.1M | βœ… | +| Kronos-small | [Kronos-Tokenizer-base](https://huggingface.co/NeoQuasar/Kronos-Tokenizer-base) | 512 | 24.7M | βœ… [NeoQuasar/Kronos-small](https://huggingface.co/NeoQuasar/Kronos-small) | +| Kronos-base | [Kronos-Tokenizer-base](https://huggingface.co/NeoQuasar/Kronos-Tokenizer-base) | 512 | 102.3M | βœ… [NeoQuasar/Kronos-base](https://huggingface.co/NeoQuasar/Kronos-base) | +| Kronos-large | [Kronos-Tokenizer-base](https://huggingface.co/NeoQuasar/Kronos-Tokenizer-base) | 512 | 499.2M | ❌ | + + +## πŸš€ Getting Started + +### Installation + +1. Install Python 3.10+, and then install the dependencies: + +```shell +pip install -r requirements.txt +``` + +### πŸ“ˆ Making Forecasts + +Forecasting with Kronos is straightforward using the `KronosPredictor` class. It handles data preprocessing, normalization, prediction, and inverse normalization, allowing you to get from raw data to forecasts in just a few lines of code. + +**Important Note**: The `max_context` for `Kronos-small` and `Kronos-base` is **512**. This is the maximum sequence length the model can process. For optimal performance, it is recommended that your input data length (i.e., `lookback`) does not exceed this limit. The `KronosPredictor` will automatically handle truncation for longer contexts. + +Here is a step-by-step guide to making your first forecast. + +#### 1. Load the Tokenizer and Model + +First, load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub. + +```python +from model import Kronos, KronosTokenizer, KronosPredictor + +# Load from Hugging Face Hub +tokenizer = KronosTokenizer.from_pretrained("NeoQuasar/Kronos-Tokenizer-base") +model = Kronos.from_pretrained("NeoQuasar/Kronos-small") +``` + +#### 2. Instantiate the Predictor + +Create an instance of `KronosPredictor`, passing the model, tokenizer, and desired device. + +```python +# Initialize the predictor +predictor = KronosPredictor(model, tokenizer, device="cuda:0", max_context=512) +``` + +#### 3. Prepare Input Data + +The `predict` method requires three main inputs: +- `df`: A pandas DataFrame containing the historical K-line data. It must include columns `['open', 'high', 'low', 'close']`. `volume` and `amount` are optional. +- `x_timestamp`: A pandas Series of timestamps corresponding to the historical data in `df`. +- `y_timestamp`: A pandas Series of timestamps for the future periods you want to predict. + +```python +import pandas as pd + +# Load your data +df = pd.read_csv("./data/XSHG_5min_600977.csv") +df['timestamps'] = pd.to_datetime(df['timestamps']) + +# Define context window and prediction length +lookback = 400 +pred_len = 120 + +# Prepare inputs for the predictor +x_df = df.loc[:lookback-1, ['open', 'high', 'low', 'close', 'volume', 'amount']] +x_timestamp = df.loc[:lookback-1, 'timestamps'] +y_timestamp = df.loc[lookback:lookback+pred_len-1, 'timestamps'] +``` + +#### 4. Generate Forecasts + +Call the `predict` method to generate forecasts. You can control the sampling process with parameters like `T`, `top_p`, and `sample_count` for probabilistic forecasting. + +```python +# Generate predictions +pred_df = predictor.predict( + df=x_df, + x_timestamp=x_timestamp, + y_timestamp=y_timestamp, + pred_len=pred_len, + T=1.0, # Temperature for sampling + top_p=0.9, # Nucleus sampling probability + sample_count=1 # Number of forecast paths to generate and average +) + +print("Forecasted Data Head:") +print(pred_df.head()) +``` + +The `predict` method returns a pandas DataFrame containing the forecasted values for `open`, `high`, `low`, `close`, `volume`, and `amount`, indexed by the `y_timestamp` you provided. + +#### 5. Example and Visualization + +For a complete, runnable script that includes data loading, prediction, and plotting, please see [`examples/prediction_example.py`](examples/prediction_example.py). + +Running this script will generate a plot comparing the ground truth data against the model's forecast, similar to the one shown below: + +

+ Forecast Example +

+ +## πŸ“– Citation + +If you use Kronos in your research, we would appreciate a citation to our work. The research paper is currently in preparation. + +**Paper coming soon!** + +## πŸ“œ License +This project is licensed under the [MIT License](./LICENSE). + + + + + + diff --git a/examples/data/XSHG_5min_600977.csv b/examples/data/XSHG_5min_600977.csv new file mode 100644 index 0000000..37ed89d --- /dev/null +++ b/examples/data/XSHG_5min_600977.csv @@ -0,0 +1,2501 @@ +timestamps,open,high,low,close,volume,amount +2024-06-18 11:15:00,11.27,11.28,11.26,11.27,379.0,427161.0 +2024-06-18 11:20:00,11.27,11.28,11.27,11.27,277.0,312192.0 +2024-06-18 11:25:00,11.27,11.27,11.26,11.27,380.0,427954.0 +2024-06-18 11:30:00,11.26,11.27,11.26,11.27,761.0,856971.0 +2024-06-18 13:05:00,11.27,11.27,11.25,11.26,1439.0,1620733.0 +2024-06-18 13:10:00,11.26,11.26,11.25,11.25,529.0,595311.0 +2024-06-18 13:15:00,11.26,11.27,11.25,11.26,389.0,438017.0 +2024-06-18 13:20:00,11.26,11.32,11.26,11.32,4459.0,5037553.0 +2024-06-18 13:25:00,11.32,11.32,11.3,11.31,2551.0,2886053.0 +2024-06-18 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11:25:00,9.86,9.89,9.86,9.86,625.0,617074.0 +2024-08-29 11:30:00,9.87,9.89,9.87,9.88,349.0,344735.0 diff --git a/examples/prediction_example.py b/examples/prediction_example.py new file mode 100644 index 0000000..0304848 --- /dev/null +++ b/examples/prediction_example.py @@ -0,0 +1,80 @@ +import pandas as pd +import matplotlib.pyplot as plt +import sys +sys.path.append("../") +from model import Kronos, KronosTokenizer, KronosPredictor + + +def plot_prediction(kline_df, pred_df): + pred_df.index = kline_df.index[-pred_df.shape[0]:] + sr_close = kline_df['close'] + sr_pred_close = pred_df['close'] + sr_close.name = 'Ground Truth' + sr_pred_close.name = "Prediction" + + sr_volume = kline_df['volume'] + sr_pred_volume = pred_df['volume'] + sr_volume.name = 'Ground Truth' + sr_pred_volume.name = "Prediction" + + close_df = pd.concat([sr_close, sr_pred_close], axis=1) + volume_df = pd.concat([sr_volume, sr_pred_volume], axis=1) + + fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(8, 6), sharex=True) + + ax1.plot(close_df['Ground Truth'], label='Ground Truth', color='blue', linewidth=1.5) + ax1.plot(close_df['Prediction'], label='Prediction', color='red', linewidth=1.5) + ax1.set_ylabel('Close Price', fontsize=14) + ax1.legend(loc='lower left', fontsize=12) + ax1.grid(True) + + ax2.plot(volume_df['Ground Truth'], label='Ground Truth', color='blue', linewidth=1.5) + ax2.plot(volume_df['Prediction'], label='Prediction', color='red', linewidth=1.5) + ax2.set_ylabel('Volume', fontsize=14) + ax2.legend(loc='upper left', fontsize=12) + ax2.grid(True) + + plt.tight_layout() + plt.show() + + +# 1. Load Model and Tokenizer +tokenizer = KronosTokenizer.from_pretrained("NeoQuasar/Kronos-Tokenizer-base") +model = Kronos.from_pretrained("NeoQuasar/Kronos-small") + +# 2. Instantiate Predictor +predictor = KronosPredictor(model, tokenizer, device="cuda:0", max_context=512) + +# 3. Prepare Data +df = pd.read_csv("./data/XSHG_5min_600977.csv") +df['timestamps'] = pd.to_datetime(df['timestamps']) + +lookback = 400 +pred_len = 120 + +x_df = df.loc[:lookback-1, ['open', 'high', 'low', 'close', 'volume', 'amount']] +x_timestamp = df.loc[:lookback-1, 'timestamps'] +y_timestamp = df.loc[lookback:lookback+pred_len-1, 'timestamps'] + +# 4. Make Prediction +pred_df = predictor.predict( + df=x_df, + x_timestamp=x_timestamp, + y_timestamp=y_timestamp, + pred_len=pred_len, + T=1.0, + top_p=0.9, + sample_count=1, + verbose=True +) + +# 5. Visualize Results +print("Forecasted Data Head:") +print(pred_df.head()) + +# Combine historical and forecasted data for plotting +kline_df = df.loc[:lookback+pred_len-1] + +# visualize +plot_prediction(kline_df, pred_df) + diff --git a/examples/prediction_wo_vol_example.py b/examples/prediction_wo_vol_example.py new file mode 100644 index 0000000..3e5624e --- /dev/null +++ b/examples/prediction_wo_vol_example.py @@ -0,0 +1,68 @@ +import pandas as pd +import matplotlib.pyplot as plt +import sys +sys.path.append("../") +from model import Kronos, KronosTokenizer, KronosPredictor + + +def plot_prediction(kline_df, pred_df): + pred_df.index = kline_df.index[-pred_df.shape[0]:] + sr_close = kline_df['close'] + sr_pred_close = pred_df['close'] + sr_close.name = 'Ground Truth' + sr_pred_close.name = "Prediction" + + close_df = pd.concat([sr_close, sr_pred_close], axis=1) + + fig, ax = plt.subplots(1, 1, figsize=(8, 4)) + + ax.plot(close_df['Ground Truth'], label='Ground Truth', color='blue', linewidth=1.5) + ax.plot(close_df['Prediction'], label='Prediction', color='red', linewidth=1.5) + ax.set_ylabel('Close Price', fontsize=14) + ax.legend(loc='lower left', fontsize=12) + ax.grid(True) + + plt.tight_layout() + plt.show() + + +# 1. Load Model and Tokenizer +tokenizer = KronosTokenizer.from_pretrained("NeoQuasar/Kronos-Tokenizer-base") +model = Kronos.from_pretrained("NeoQuasar/Kronos-small") + +# 2. Instantiate Predictor +predictor = KronosPredictor(model, tokenizer, device="cuda:0", max_context=512) + +# 3. Prepare Data +df = pd.read_csv("./data/XSHG_5min_600977.csv") +df['timestamps'] = pd.to_datetime(df['timestamps']) + +lookback = 400 +pred_len = 120 + +x_df = df.loc[:lookback-1, ['open', 'high', 'low', 'close']] +x_timestamp = df.loc[:lookback-1, 'timestamps'] +y_timestamp = df.loc[lookback:lookback+pred_len-1, 'timestamps'] + +# 4. Make Prediction +pred_df = predictor.predict( + df=x_df, + x_timestamp=x_timestamp, + y_timestamp=y_timestamp, + pred_len=pred_len, + T=1.0, + top_p=0.9, + sample_count=1, + verbose=True +) + +# 5. 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