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jaredpalmer
/
kev-4b

Text Classification
PEFT
Safetensors
English
decision-model
calibration
lora
multiple-choice
typesafe
qwen3.5
Eval Results (legacy)
Model card Files Files and versions
xet
Community
4

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

  • Libraries
  • PEFT

    How to use jaredpalmer/kev-4b with PEFT:

    from peft import PeftModel
    from transformers import AutoModel
    
    base_model = AutoModel.from_pretrained("Qwen/Qwen3.5-4B-Base")
    model = PeftModel.from_pretrained(base_model, "jaredpalmer/kev-4b")
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

[Paper & SOTA Benchmark] Kev-4B (/v1/systemone) achieves #1 Leaderboard SOTA as an Online RL Reward Judge across 5 MuJoCo v5 Benchmarks (DC-Jev-RL)

2
#4 opened about 8 hours ago by
huanguang

Smaller GGUF for stock llama.cpp (2.5 GB)

#3 opened 4 days ago by
mike18

Add paper and code links to model card

#2 opened 11 days ago by
nielsr

Demo for this model on Spaces

3
#1 opened 27 days ago by
multimodalart
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