Text Classification
PEFT
Safetensors
English
decision-model
calibration
lora
multiple-choice
typesafe
qwen3.5
Eval Results (legacy)
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
[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