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

FrontiersMind
/
Lumma-fev-4b

Text Classification
Transformers
Safetensors
English
fev
feature-extraction
lumma-fev
decision-model
typesafe-compatible
custom_code
Model card Files Files and versions
xet
Community
1

Instructions to use FrontiersMind/Lumma-fev-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use FrontiersMind/Lumma-fev-4b with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="FrontiersMind/Lumma-fev-4b", trust_remote_code=True)
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("FrontiersMind/Lumma-fev-4b", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Lumma-fev-4b
8.44 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 16 commits
ramshakhann's picture
ramshakhann
Update README.md
6fea60a verified 13 days ago
  • .gitattributes
    1.57 kB
    Lumma-fev-4b Kev adapter on Qwen3.5-4B-Base 18 days ago
  • LICENSE
    11.3 kB
    Merged full weights and model code 18 days ago
  • NOTICE
    178 Bytes
    Merged full weights and model code 18 days ago
  • README.md
    5.13 kB
    Update README.md 13 days ago
  • config.json
    2.63 kB
    Merged full weights and model code 18 days ago
  • configuration_fev.py
    1.44 kB
    Merged full weights and model code 18 days ago
  • configuration_fev_backbone.py
    7.8 kB
    Merged full weights and model code 18 days ago
  • fev_backbone.py
    312 Bytes
    Merged full weights and model code 18 days ago
  • model.safetensors
    8.42 GB
    xet
    Merged full weights and model code 18 days ago
  • modeling_fev.py
    12.1 kB
    Merged full weights and model code 18 days ago
  • modeling_fev_backbone.py
    95.6 kB
    Merged full weights and model code 18 days ago
  • tokenizer.json
    20 MB
    xet
    Lumma-fev-4b Kev adapter on Qwen3.5-4B-Base 18 days ago
  • tokenizer_config.json
    1.13 kB
    Merged full weights and model code 18 days ago