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StandardThinking
/
StandardOne-3B-SH

Text Classification
Transformers
Safetensors
English
mistral3
image-text-to-text
decision-model
typed-decisions
schema-head
jev
calibration
decode-free
Model card Files Files and versions
xet
Community

Instructions to use StandardThinking/StandardOne-3B-SH with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use StandardThinking/StandardOne-3B-SH with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="StandardThinking/StandardOne-3B-SH")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoProcessor, AutoModelForMultimodalLM
    
    processor = AutoProcessor.from_pretrained("StandardThinking/StandardOne-3B-SH")
    model = AutoModelForMultimodalLM.from_pretrained("StandardThinking/StandardOne-3B-SH", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
StandardOne-3B-SH / assets /charts
1.71 MB
Ctrl+K
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  • 1 contributor
History: 1 commit
MyeongHoJeong's picture
MyeongHoJeong
v3 card: benchmark charts from the Decision Index guide
257ab62 verified 27 days ago
  • 01-index-vs-size.png
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    xet
    v3 card: benchmark charts from the Decision Index guide 27 days ago
  • 02-retrieval-classification.png
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    v3 card: benchmark charts from the Decision Index guide 27 days ago
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    v3 card: benchmark charts from the Decision Index guide 27 days ago
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    v3 card: benchmark charts from the Decision Index guide 27 days ago
  • 05-claim-verification.png
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    v3 card: benchmark charts from the Decision Index guide 27 days ago
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    v3 card: benchmark charts from the Decision Index guide 27 days ago
  • 07-contract-nli.png
    203 kB
    xet
    v3 card: benchmark charts from the Decision Index guide 27 days ago
  • 08-chords.png
    200 kB
    xet
    v3 card: benchmark charts from the Decision Index guide 27 days ago