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Qwen 7B Product Taxonomy

Published by @catalog-logic · Community adapter

text-generation #catalog#taxonomy#classification

Maps inconsistent product titles into controlled categories, attributes, and normalized catalog labels.

Usage

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-7B-Instruct")
base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct")
model = PeftModel.from_pretrained(base, "loradock/qwen7b-product-taxonomy")

inputs = tokenizer("Your prompt here", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

Compatibility

  • peft>=0.10
  • transformers>=4.44

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