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davidburhans
/
gevva-e4b

Text Classification
Transformers
Safetensors
gemma4
gevva
cross-encoder
nli
gemma-4
system1
decision-engine
fast-inference
multimodal
vision
long-context
128k
zero-shot
tool-routing
reranking
hallucination-detection
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use davidburhans/gevva-e4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use davidburhans/gevva-e4b with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="davidburhans/gevva-e4b")
    # Load model directly
    from transformers import AutoProcessor, AutoModelForSequenceClassification
    
    processor = AutoProcessor.from_pretrained("davidburhans/gevva-e4b")
    model = AutoModelForSequenceClassification.from_pretrained("davidburhans/gevva-e4b", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
gevva-e4b
15.9 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
davidburhans's picture
davidburhans
docs: remove unverified competitor table and report measured benchmarks
257dc0e verified 6 days ago
  • .gitattributes
    1.57 kB
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • README.md
    7.01 kB
    docs: remove unverified competitor table and report measured benchmarks 6 days ago
  • calibration.json
    444 Bytes
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • chat_template.jinja
    18.6 kB
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • config.json
    5.62 kB
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • eval_report.json
    518 Bytes
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • head_weights.pt
    22.5 kB
    xet
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • model.safetensors
    15.9 GB
    xet
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • qat_config.json
    170 Bytes
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • tokenizer.json
    32.2 MB
    xet
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago
  • tokenizer_config.json
    3.73 kB
    Initial release of Gevva e4b Flagship Decision Engine 6 days ago