Apple MLX port of NeoQuasar/Kronos-Tokenizer-base — the BSQ (Binary Spherical Quantizer) tokenizer that compresses OHLCV candlestick sequences into hierarchical discrete tokens for the Kronos family of forecasting models.

Use it together with one of the MLX-native Kronos predictors, e.g. gxcsoccer/kronos-mlx-small.

Usage

python

from kronos_mlx import Kronos, KronosTokenizer, KronosPredictor

tokenizer = KronosTokenizer.from_pretrained("gxcsoccer/kronos-mlx-tokenizer-base")
model     = Kronos.from_pretrained("gxcsoccer/kronos-mlx-small")

predictor = KronosPredictor(model, tokenizer, max_context=512)

Original

Upstream: shiyu-coder/Kronos
PyTorch weights: NeoQuasar/Kronos-Tokenizer-base