Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

llm-semantic-router
/
Vela-1.0-Encoder-307M-Reranker

Text Classification
Transformers
ONNX
Safetensors
modernbert
feature-extraction
semantic-router
vela
matryoshka
custom_code
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • Transformers

    How to use llm-semantic-router/Vela-1.0-Encoder-307M-Reranker with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="llm-semantic-router/Vela-1.0-Encoder-307M-Reranker", trust_remote_code=True)
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("llm-semantic-router/Vela-1.0-Encoder-307M-Reranker", trust_remote_code=True)
    model = AutoModel.from_pretrained("llm-semantic-router/Vela-1.0-Encoder-307M-Reranker", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Vela-1.0-Encoder-307M-Reranker
2.51 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 15 commits
Xunzhuo's picture
Xunzhuo
Improve Vela Reranker compact heads and refresh evaluation scores
3c97e12 verified 5 days ago
  • onnx
    Improve Vela Reranker compact heads and refresh evaluation scores 5 days ago
  • .gitattributes
    1.74 kB
    Add portable FP32 ONNX models 7 days ago
  • README.md
    3.53 kB
    Improve Vela Reranker compact heads and refresh evaluation scores 5 days ago
  • classification_heads.safetensors
    7.54 MB
    xet
    Improve Vela Reranker compact heads and refresh evaluation scores 5 days ago
  • config.json
    1.84 kB
    Load Vela Reranker directly with Transformers 7 days ago
  • matryoshka_config.json
    389 Bytes
    Release Vela on the unified Encoder base 7 days ago
  • model.safetensors
    1.23 GB
    xet
    Improve multilingual and long-context reranking 7 days ago
  • modeling_vela_reranker.py
    11.5 kB
    Keep ROCm efficient attention inputs contiguous in the Vela loader 5 days ago
  • modernbert_sdpa_layout.py
    3.37 kB
    Keep ROCm efficient attention inputs contiguous in the Vela loader 5 days ago
  • special_tokens_map.json
    1.05 kB
    Release Vela 1.0 Reranker 8 days ago
  • tokenizer.json
    34.4 MB
    xet
    Release Vela on the unified Encoder base 7 days ago
  • tokenizer_config.json
    46.5 kB
    Release Vela on the unified Encoder base 7 days ago