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SimpleJev
/
JevAny-Robotics-4B-LoRA

Robotics
PEFT
Safetensors
jevany
lora
decision-model
pointer
reward-model
judge
Model card Files Files and versions
xet
Community

Instructions to use SimpleJev/JevAny-Robotics-4B-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use SimpleJev/JevAny-Robotics-4B-LoRA with PEFT:

    from peft import PeftModel
    from transformers import AutoModel
    
    base_model = AutoModel.from_pretrained("Qwen/Qwen3.5-4B")
    model = PeftModel.from_pretrained(base_model, "SimpleJev/JevAny-Robotics-4B-LoRA")
  • Notebooks
  • Google Colab
  • Kaggle
JevAny-Robotics-4B-LoRA / eval
107 kB
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  • 1 contributor
History: 2 commits
HuanxinSheng's picture
HuanxinSheng
model card: full baseline comparison (same harness) + paired CIs; add eval/comparison reports
a52d6ed verified about 19 hours ago
  • comparison
    model card: full baseline comparison (same harness) + paired CIs; add eval/comparison reports about 19 hours ago
  • jevbench.md
    534 Bytes
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • jevjudge-public-v0.4.md
    2.96 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • jjrobotics.md
    9.49 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • robopulse.md
    1.82 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • robopulsepp.md
    1.43 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • roboreward.md
    3.69 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • training_eval_history.jsonl
    14.2 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago
  • transfer.md
    2.19 kB
    robojudge-4b-v02 SFT final (step 5780) about 20 hours ago