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vllm-sr
/
Vela-1.0-Encoder-307M

Fill-Mask
Transformers
Safetensors
modernbert
vela
multilingual
long-context
Model card Files Files and versions
xet
Community

Instructions to use vllm-sr/Vela-1.0-Encoder-307M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use vllm-sr/Vela-1.0-Encoder-307M with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("fill-mask", model="vllm-sr/Vela-1.0-Encoder-307M")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForMaskedLM
    
    tokenizer = AutoTokenizer.from_pretrained("vllm-sr/Vela-1.0-Encoder-307M")
    model = AutoModelForMaskedLM.from_pretrained("vllm-sr/Vela-1.0-Encoder-307M", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Vela-1.0-Encoder-307M
1.27 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 12 commits
Xunzhuo's picture
Xunzhuo
Update Hugging Face org references: llm-semantic-router โ†’ vllm-sr
720ab37 verified 8 days ago
  • .gitattributes
    1.57 kB
    Release Vela 1.0 Encoder 307M with reproducible continued-pretraining evidence 28 days ago
  • README.md
    2.01 kB
    Update Hugging Face org references: llm-semantic-router โ†’ vllm-sr 8 days ago
  • config.json
    1.43 kB
    Simplify Vela quick starts and model cards 27 days ago
  • model.safetensors
    1.23 GB
    xet
    Release Vela Encoder with improved multilingual 32K foundation 27 days ago
  • special_tokens_map.json
    1.05 kB
    Release Vela 1.0 Encoder 307M with reproducible continued-pretraining evidence 28 days ago
  • tokenizer.json
    34.4 MB
    xet
    Release Vela 1.0 Encoder 307M with reproducible continued-pretraining evidence 28 days ago
  • tokenizer_config.json
    46.5 kB
    Release Vela 1.0 Encoder 307M with reproducible continued-pretraining evidence 28 days ago