marketing-lora-tinyllama – AI Model by Doers97 | AlphaNeural AI

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Doers97/
marketing-lora-tinyllama

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TinyLlama/TinyLlama-1.1B-Chat-v1.0

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Marketing LoRA — TinyLlama 1.1B

Fine-tuned with LoRA (PEFT) on 500+ marketing KPI examples to generate domain-specific campaign recommendations.

GitHub: marketing-ai-analytics-platform
Live App: marketing-ai-platform-alpha.streamlit.app

Results

Metric	Value
Base model	TinyLlama-1.1B-Chat
Technique	LoRA (r=8, alpha=16)
Trainable params	0.10%
Val loss	0.24
Training time	5 min (T4 GPU)

Example

ROI = -20% → REVIEW immediately ✅
ROI = +381% → SCALE immediately ✅

Usage

from peft import PeftModel from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Doers97/marketing-lora-tinyllama") base = AutoModelForCausalLM.from_pretrained("TinyLlama/TinyLlama-1.1B-Chat-v1.0") model = PeftModel.from_pretrained(base, "Doers97/marketing-lora-tinyllama")