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Ethan33X
/
Ventus-2B

Text Classification
Transformers
Safetensors
English
qwen3_5_text
text-generation
decision-model
system-one
single-pass
calibrated
structured-outputs
multi-choice-qa
Model card Files Files and versions
xet
Community

Instructions to use Ethan33X/Ventus-2B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Ethan33X/Ventus-2B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Ethan33X/Ventus-2B")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForCausalLM
    
    tokenizer = AutoTokenizer.from_pretrained("Ethan33X/Ventus-2B")
    model = AutoModelForCausalLM.from_pretrained("Ethan33X/Ventus-2B", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Ventus-2B
3.79 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
Ethan33X's picture
Ethan33X
docs: update LICENSE to standard Apache-2.0
c4afe6f verified 27 days ago
  • .gitattributes
    273 Bytes
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • LICENSE
    10.8 kB
    docs: update LICENSE to standard Apache-2.0 27 days ago
  • README.md
    16.8 kB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • chat_template.jinja
    7.76 kB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • config.json
    1.79 kB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • generation_config.json
    116 Bytes
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • merges.txt
    3.35 MB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • model.safetensors
    3.76 GB
    xet
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • tokenizer.json
    20 MB
    xet
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • tokenizer_config.json
    1.47 kB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago
  • vocab.json
    6.72 MB
    Initial release of Ventus-2B: calibrated 2.3B single-pass decision foundation model 27 days ago