Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets
  • 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

crh225
/
plumb-4b

Multiple Choice
Transformers
Safetensors
English
qwen3_5_text
text-generation
decision-model
decision-making
classification
calibration
jevbench
qwen3.5
Model card Files Files and versions
xet
Community

Instructions to use crh225/plumb-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use crh225/plumb-4b with Transformers:

    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForCausalLM
    
    tokenizer = AutoTokenizer.from_pretrained("crh225/plumb-4b")
    model = AutoModelForCausalLM.from_pretrained("crh225/plumb-4b", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
plumb-4b
8.43 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
crh225's picture
crh225
Model card: v5.2 readout for JevBench v1.5 (weights unchanged)
24f7bf7 verified about 1 month ago
  • .gitattributes
    1.57 kB
    Plumb-4B v5 about 1 month ago
  • LICENSE
    11.6 kB
    Plumb-4B v5 about 1 month ago
  • NOTICE
    701 Bytes
    Plumb-4B v5 about 1 month ago
  • NOTICE-jevk5
    1.42 kB
    Plumb-4B v5 about 1 month ago
  • README.md
    5.4 kB
    Model card: v5.2 readout for JevBench v1.5 (weights unchanged) about 1 month ago
  • chat_template.jinja
    7.76 kB
    Plumb-4B v5 about 1 month ago
  • config.json
    1.98 kB
    Plumb-4B v5 about 1 month ago
  • generation_config.json
    116 Bytes
    Plumb-4B v5 about 1 month ago
  • jevk5_config.json
    22 Bytes
    Plumb-4B v5 about 1 month ago
  • model.safetensors
    8.41 GB
    xet
    Plumb-4B v5 about 1 month ago
  • tokenizer.json
    20 MB
    xet
    Plumb-4B v5 about 1 month ago
  • tokenizer_config.json
    1.13 kB
    Plumb-4B v5 about 1 month ago