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damBruh/skyyrose-brand-voice-llm

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face
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Model Card

SkyyRose Brand Voice LLM

Fine-tuned brand voice model for SkyyRose luxury streetwear. Uses LoRA adapters on Qwen/Qwen2.5-0.5B-Instruct.

Model Details

  • —Base Model: Qwen/Qwen2.5-0.5B-Instruct (494M parameters)
  • —Method: LoRA (r=16, alpha=32)
  • —Trainable Params: 2.2M (0.44%)
  • —Training Data: 20 brand voice examples
  • —Final Loss: 1.15

Brand Guidelines

  • —Tone: Sophisticated yet accessible, bold yet elegant
  • —Style: Poetic, evocative, with street culture authenticity
  • —Colors: Rose gold (#B76E79), black (#1A1A1A), pastels
  • —Tagline: "Where Love Meets Luxury"
  • —Collections: Signature (classic), Black Rose (dark romantic), Love Hurts (edgy)

Usage

python
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

# Load base model and LoRA adapter
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-0.5B-Instruct")
model = PeftModel.from_pretrained(base_model, "damBruh/skyyrose-brand-voice-llm")
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-0.5B-Instruct")

# Generate SkyyRose brand voice content
prompt = """<|im_start|>system
You are SkyyRose's brand voice - a luxury streetwear brand from Oakland, California.
<|im_end|>
<|im_start|>user
Write a product description for a rose gold hoodie.
<|im_end|>
<|im_start|>assistant
"""

inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=300, temperature=0.7)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

Training Details

  • —Device: CPU (Apple Silicon M1)
  • —Batch Size: 1
  • —Gradient Accumulation: 4
  • —Epochs: 5
  • —Learning Rate: 3e-4
  • —Max Sequence Length: 256
  • —Training Time: ~11 minutes

Examples

Product Description

Prompt: "Write a product description for rose gold joggers."

Output: "Introducing the SkyyRose Signature Joggers - where Oakland street culture meets luxury comfort. Crafted in our iconic rose gold hue, these premium joggers embody effortless sophistication..."

Social Media

Prompt: "Write an Instagram caption for a new collection drop."

Output: "New pieces. Same soul. The latest from SkyyRose - where Oakland authenticity meets global luxury. Limited quantities. Timeless style. 🌹 #WhereloveMeetsLuxury"

License

Apache 2.0

Contact

  • —Brand: SkyyRose
  • —Website: https://skyyrose.co
  • —HuggingFace: https://huggingface.co/damBruh