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PrathamMMallya99/
textilenet-qwen-lora

Name: textilenet-qwen-lora
Availability: InStock

Qwen/Qwen2-VL-2B-Instruct

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Usage

To use this model, run the following code cell:

python

import torch
from peft import PeftModel
from transformers import Qwen2VLForConditionalGeneration

# 1. Load the Base Vision-Language Model
base_model = Qwen2VLForConditionalGeneration.from_pretrained(
    "Qwen/Qwen2-VL-2B-Instruct",
    torch_dtype=torch.float16,  # Recommended to save memory
    device_map="auto"           # Automatically dispatches to GPU
)

# 2. Apply your trained LoRA adapter
model = PeftModel.from_pretrained(base_model, "PrathamMMallya99/textilenet-qwen-lora")
model.eval()

print("Successfully loaded VLM and LoRA adapter!")