Text Classification
PEFT
Safetensors
English
intent-classification
ecommerce
lora
qlora
function-calling
Instructions to use while-ai/ecommerce-0.5b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use while-ai/ecommerce-0.5b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/qwen2.5-0.5b-instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "while-ai/ecommerce-0.5b") - Notebooks
- Google Colab
- Kaggle
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0.5B model card: Qwen2.5-0.5B QLoRA, class-balanced 2b3043a verified
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