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
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

hyperspaceai
/
matrix-v6-reranker

Transformers
Safetensors
English
matrix-v6-reranker
reranker
cross-encoder
capability-routing
agent-skills
retrieval
Model card Files Files and versions
xet
Community

Instructions to use hyperspaceai/matrix-v6-reranker with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use hyperspaceai/matrix-v6-reranker with Transformers:

    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("hyperspaceai/matrix-v6-reranker", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
matrix-v6-reranker
2.4 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
varunmathur's picture
varunmathur
fix: canonical trained input format (query:/capability: labels, 1200 chars, left-pad last-token); drop leaked retriever Instruct prompt
c6ae01f verified 17 days ago
  • .gitattributes
    1.57 kB
    Upload folder using huggingface_hub 17 days ago
  • README.md
    3.09 kB
    Upload folder using huggingface_hub 17 days ago
  • config.json
    1.39 kB
    fix: canonical trained input format (query:/capability: labels, 1200 chars, left-pad last-token); drop leaked retriever Instruct prompt 17 days ago
  • final.pt

    Detected Pickle imports (4)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch.BFloat16Storage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    1.19 GB
    xet
    Upload folder using huggingface_hub 17 days ago
  • generation_config.json
    239 Bytes
    Upload folder using huggingface_hub 17 days ago
  • merges.txt
    1.67 MB
    Upload folder using huggingface_hub 17 days ago
  • model.safetensors
    1.19 GB
    xet
    Upload folder using huggingface_hub 17 days ago
  • modeling_matrix_reranker.py
    3.63 kB
    fix: canonical trained input format (query:/capability: labels, 1200 chars, left-pad last-token); drop leaked retriever Instruct prompt 17 days ago
  • tokenizer.json
    11.4 MB
    xet
    Upload folder using huggingface_hub 17 days ago
  • tokenizer_config.json
    9.73 kB
    Upload folder using huggingface_hub 17 days ago
  • vocab.json
    2.78 MB
    Upload folder using huggingface_hub 17 days ago