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richardyoung
/
Bev-9B-inverted

Text Classification
Transformers
Safetensors
English
qwen3_5
image-text-to-text
decision-model
jev
nimble
qwen3.5
calibration
negative-control
structured-prediction
Model card Files Files and versions
xet
Community

Instructions to use richardyoung/Bev-9B-inverted with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use richardyoung/Bev-9B-inverted with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="richardyoung/Bev-9B-inverted")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoProcessor, AutoModelForMultimodalLM
    
    processor = AutoProcessor.from_pretrained("richardyoung/Bev-9B-inverted")
    model = AutoModelForMultimodalLM.from_pretrained("richardyoung/Bev-9B-inverted", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Bev-9B-inverted / art
2.36 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
richardyoung's picture
richardyoung
Two more pictures on the card, each captioned with what the real model does
b654c9c verified 3 days ago
  • bev-banner.jpg
    204 kB
    xet
    Model card, charts, art, licence, notice and the unmerged adapter 3 days ago
  • bev-benchmarks.jpg
    400 kB
    xet
    Two more pictures on the card, each captioned with what the real model does 3 days ago
  • bev-blame.jpg
    379 kB
    xet
    Model card, charts, art, licence, notice and the unmerged adapter 3 days ago
  • bev-training.jpg
    380 kB
    xet
    Model card, charts, art, licence, notice and the unmerged adapter 3 days ago
  • bev-vs-jev.jpg
    274 kB
    xet
    Model card, charts, art, licence, notice and the unmerged adapter 3 days ago
  • bev-warning.jpg
    399 kB
    xet
    Model card, charts, art, licence, notice and the unmerged adapter 3 days ago
  • bev-what-she-does.jpg
    328 kB
    xet
    Two more pictures on the card, each captioned with what the real model does 3 days ago