How to use from the
Use from the
Transformers library
# Load model directly
from transformers import AutoTokenizer, TimesFMForHF

tokenizer = AutoTokenizer.from_pretrained("FinText/TimesFM_8M_2010_Augmented")
model = TimesFMForHF.from_pretrained("FinText/TimesFM_8M_2010_Augmented")
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TimesFM-8M (TSFM) β€” Augmented (2010)

This is the Time Series Foundation Model (TSFM), pre-trained on augmented financial time series data up to the year 2010 using the TimesFM architecture (8M). The dataset spans from 1990–2010 and includes augmented data.

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8.04M params
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F32
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