SireIQ-Scripts 🧠✍️

SireIQ-Scripts is an instruction-tuned AI model for generating viral content scripts, including:

• Short-form video scripts (Reels, TikTok, Shorts)
• Marketing & ad copy
• Image/video storytelling scripts
• Hook-based social media content

This model is fine-tuned using LoRA on top of Mistral-7B-Instruct.

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🔧 Model Details

• Base Model: mistralai/Mistral-7B-Instruct-v0.2
• Fine-tuning: LoRA / QLoRA
• Training Type: Instruction-following
• Framework: Hugging Face Transformers
• Environment: Single GPU (Colab / Ubuntu)

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📥 How to Use

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model = "mistralai/Mistral-7B-Instruct-v0.2"
lora_model = "your-username/SireIQ-Scripts"

tokenizer = AutoTokenizer.from_pretrained(base_model)
model = AutoModelForCausalLM.from_pretrained(
    base_model,
    device_map="auto",
    load_in_4bit=True
)

model = PeftModel.from_pretrained(model, lora_model)

prompt = """Write a viral Instagram reel script about AI replacing jobs."""

inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=200)

print(tokenizer.decode(outputs[0], skip_special_tokens=True))