Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

kgutd
/
Qwen3-4B-Tenacious-Critic-SimPO

PEFT
Safetensors
simpo
alignment
text-generation-inference
sales-automation
judge
Model card Files Files and versions
xet
Community
2

Instructions to use kgutd/Qwen3-4B-Tenacious-Critic-SimPO with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use kgutd/Qwen3-4B-Tenacious-Critic-SimPO with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-4B-unsloth-bnb-4bit")
    model = PeftModel.from_pretrained(base_model, "kgutd/Qwen3-4B-Tenacious-Critic-SimPO")
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Where the KV cache actually saves you - and where the "unique prompt" intuition gets it wrong

#2 opened 18 days ago by
kgutd

Beyond Retail Benchmarks: Building Tenacious-Bench and Aligning a B2B Sales Agent via SimPO

#1 opened 21 days ago by
kgutd
Company
TOS Privacy About Careers
Website
Models Datasets Spaces Pricing Docs