Text Classification
PEFT
Safetensors
English
intent-classification
ecommerce
lora
qlora
function-calling
Instructions to use while-ai/ecommerce-1b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use while-ai/ecommerce-1b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-3-1b-it-bnb-4bit") model = PeftModel.from_pretrained(base_model, "while-ai/ecommerce-1b") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Release verified best 17k checkpoint
Zero Proof AIVerified signaturePublish run 20260716-165442, evaluated on 1,977 held-out conversations with zero train/eval overlap.b196c09
-
Refresh adapter_config.json
Zero Proof AIVerified signatureafd2305
-
Refresh adapter config
Zero Proof AIVerified signatured293434
-
v0.1: gemma-3-1b QLoRA adapter + model card + rubric (private preview)
Zero Proof AIVerified signature7f08d3b
-
Model 0 v0 — gemma-3-1b QLoRA intent adapter + card + eval figure
Zero Proof AIVerified signaturec7f5d8a