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gxcsoccer/kronos-mlx-base

sourceHugging Facemitupdated 5mo agoView on Hugging Face
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Kronos-base (MLX)

Apple MLX port of `NeoQuasar/Kronos-base` — the 102M-parameter Kronos variant. dmodel=832, nlayers=12, max_context=512. Pair with `gxcsoccer/kronos-mlx-tokenizer-base`.

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-base")
predictor = KronosPredictor(model, tokenizer, max_context=512)

For 8-bit Linear weight quantization (390 MB → ~115 MB, -71 %):

python
model = Kronos.from_pretrained("gxcsoccer/kronos-mlx-base", bits=8)

8-bit on Kronos-base is much higher fidelity than on Kronos-small thanks to the larger model's redundancy — recommended for memory-constrained Apple Silicon.

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