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

digitalpathologybern
/
Lumen

Feature Extraction
Transformers
Safetensors
lumen
pathology
vision-language
histopathology
lora
zero-shot
custom_code
Model card Files Files and versions
xet
Community

Instructions to use digitalpathologybern/Lumen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use digitalpathologybern/Lumen with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="digitalpathologybern/Lumen", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("digitalpathologybern/Lumen", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Lumen
12 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 8 commits
DPbutler's picture
DPbutler
Rename the model to Lumen: registry key and checkpoint path in provenance
b89e805 verified 16 days ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    2.44 kB
    Update README.md 26 days ago
  • SHA256SUMS
    84 Bytes
    Lumen alignment: rank-4 LoRA adapters, projection heads, logit scale about 2 months ago
  • adapter_provenance.json
    910 Bytes
    Rename the model to Lumen: registry key and checkpoint path in provenance 16 days ago
  • config.json
    448 Bytes
    Lumen alignment: rank-4 LoRA adapters, projection heads, logit scale about 2 months ago
  • model.safetensors
    12 MB
    xet
    Lumen alignment: rank-4 LoRA adapters, projection heads, logit scale about 2 months ago
  • modeling_lumen.py
    11 kB
    Rename the model to Lumen: registry key and checkpoint path in provenance 16 days ago