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.
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...