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col_qwen_xtrloss_prunedv1_adapter
DungND1107/col_qwen_xtrloss_prunedv1_adapter
col_qwen_xtrloss_prunedv1_adapter is a machine learning model from DungND1107. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for colpali. The card lists the license as apache-2.0.
Fine-tuned with XTR Loss + LoRA + Token Pruning
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At a glance
- Library
- colpali
- License
- apache-2.0
- Access
- Public
- Created
- Dec 28, 2025
- Updated
- Dec 28, 2025
- SHA
- e6d53dcb
Model card
From the Hugging Face model README
ColQwen2.5 XTR Pruned
Fine-tuned with XTR Loss + LoRA + Token Pruning
Training Info
- Epoch: 1
- Global Step: 136
- Final Loss: 0.1882
- LoRA rank: 32
- LoRA alpha: 64
- Pruning ratio: 0.65
Usage
from peft import PeftModel
from colpali_engine.models import ColQwen2, ColQwen2Processor
# Load base model
base_model = ColQwen2.from_pretrained("vidore/colqwen2-v0.1")
# Load LoRA adapter
model = PeftModel.from_pretrained(base_model, "DungND1107/colqwen2_5_xtr_pruned")
# Load processor
processor = ColQwen2Processor.from_pretrained("DungND1107/colqwen2_5_xtr_pruned")
- Library
- colpali
- License
- apache-2.0
- Languages
- en
- Created
- Dec 28, 2025
- Updated
- Dec 28, 2025