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omniRecsysLLM_fasion
zjkarina/omniRecsysLLM_fasion
omniRecsysLLM_fasion is a machine learning model from zjkarina. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Multimodal Large Language Model for Amazon Fashion recommendations.
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At a glance
- License
- mit
- Model type
- multimodal
- Access
- Public
- Created
- Sep 16, 2025
- Updated
- Sep 16, 2025
- SHA
- bdb03f77
Base models
Model card
From the Hugging Face model README
zjkarina/omniRecsysLLM_fasion
Multimodal Large Language Model for Amazon Fashion recommendations.
Description
This model is trained on a multitask Amazon Fashion dataset and can perform the following tasks:
- Product analysis
- Next-purchase recommendations
- Product comparison
- Personalized recommendations
- Review generation
Architecture
- Base model: Qwen2.5-7B-Instruct
- Visual encoder: CLIP-ViT-Large-Patch14
- Projection layer: MLP (1024 hidden units, 2 layers)
- Maximum sequence length: 4096 tokens
Usage
from transformers import AutoTokenizer, AutoModel
import torch
# Load model
model = AutoModel.from_pretrained("zjkarina/omniRecsysLLM_fasion")
tokenizer = AutoTokenizer.from_pretrained("zjkarina/omniRecsysLLM_fasion")
# Example usage
text = "Analyze this fashion product"
# Add code to handle both images and text
Training
The model was trained on the Amazon Fashion dataset using Any2Any Trainer.
- Type
- multimodal
- License
- mit
- Languages
- en
- Created
- Sep 16, 2025
- Updated
- Sep 16, 2025