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
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