llama3-8b-ecom-copywriter-lora

Llama-3 8B E-Commerce Copywriter (LoRA Adapter)

This is a fine-tuned LoRA adapter for the llama-3-8b-Instruct model, specifically trained to generate highly engaging, SEO-friendly, and marketing-optimized product descriptions for e-commerce platforms.

Model Details

• Base Model: unsloth/llama-3-8b-Instruct-bnb-4bit
• Training Data: 2,207 synthetic e-commerce product entries (Titles and Features) generated and curated for high-quality marketing copy.
• Language: Turkish (Primary), English
• Task: Text Generation / Copywriting
• Format: Safetensors / GGUF (Available for Ollama)

Intended Use

This model is designed to assist e-commerce sellers, marketers, and developers in automating the creation of product descriptions. It takes a short product title and a list of features as input, and outputs a structured, persuasive product description.

Prompt Format

The model uses the standard Llama-3 Chat template.

Training Configuration

• Method: QLoRA (via Unsloth)
• Rank (r): 16
• Alpha: 32
• Target Modules: q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj
• Batch Size: 8
• Learning Rate: 2e-4
• Optimizer: adamw_8bit
• Epochs: 1

Example Output

Input:

Title: Neutrogena Hydro Boost Water Gel, 1.7 oz
Features:
- Oil-free face moisturizer with hyaluronic acid
- Instantly quenches dry skin
- Non-comedogenic, dye-free
- For extra-dry skin

Output:

**Replenish Your Skin's Thirst in an Instant**

Say goodbye to parched skin with Neutrogena Hydro Boost Water Gel. This lightweight, oil-free moisturizer is infused with powerful hyaluronic acid that instantly quenches dryness, leaving your complexion feeling refreshed and revitalized...