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mertkayacs
/
Deem-4B

Text Classification
Transformers
Safetensors
English
Turkish
German
qwen3_5
image-text-to-text
decision-model
calibration
conformal-prediction
uncertainty
reasoning
routing
triage
jev
typesafe
qwen3.5
english
Model card Files Files and versions
xet
Community
1

Instructions to use mertkayacs/Deem-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use mertkayacs/Deem-4B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="mertkayacs/Deem-4B")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoProcessor, AutoModelForMultimodalLM
    
    processor = AutoProcessor.from_pretrained("mertkayacs/Deem-4B")
    model = AutoModelForMultimodalLM.from_pretrained("mertkayacs/Deem-4B", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Deem-4B
9.36 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 24 commits
mertkayacs's picture
mertkayacs
Update JevAlt card and game media
3c13f85 verified about 15 hours ago
  • assets
    card: comparisons name Kev-4B and Laya, option order dropped (it was not fixed), live test recounted to 130 requests about 23 hours ago
  • lora
    LoRA adapter (for the Space and for PEFT users) 4 days ago
  • .gitattributes
    1.78 kB
    card: results as charts (Jev 1.13, Kev-4B, Laya), 4K share card 4 days ago
  • README.md
    15.3 kB
    Update JevAlt card and game media about 15 hours ago
  • calibration.json
    1.56 kB
    calibration fitted on the held-out calibration splits 4 days ago
  • chat_template.jinja
    7.76 kB
    merged weights 4 days ago
  • config.json
    2.92 kB
    merged weights 4 days ago
  • generation_config.json
    116 Bytes
    merged weights 4 days ago
  • model.safetensors
    9.08 GB
    xet
    merged weights 4 days ago
  • preprocessor_config.json
    390 Bytes
    merged weights 4 days ago
  • tokenizer.json
    20 MB
    xet
    merged weights 4 days ago
  • tokenizer_config.json
    1.2 kB
    merged weights 4 days ago
  • video_preprocessor_config.json
    385 Bytes
    merged weights 4 days ago