affiliate

Affiliate Screening LLM

This is a LoRA adapter fine-tuned on unsloth/gemma-3-4b-it for affiliate screening tasks. It acts as an AI Manager that screens affiliate applications, verifies answers, and enforces network policies.

🚀 Quick Start

from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
import torch

# বেস মডেল লোড করুন
base_model = AutoModelForCausalLM.from_pretrained(
    "unsloth/gemma-3-4b-it",
    torch_dtype=torch.float16,
    device_map="auto"
)

# LoRA অ্যাডাপ্টার লোড করুন
model = PeftModel.from_pretrained(
    base_model,
    "imonetizeitbd/affiliate"
)

tokenizer = AutoTokenizer.from_pretrained("unsloth/gemma-3-4b-it")

# টেস্ট
prompt = "You are AI Manager, the affiliate screening assistant. What is your name?"
inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))