Image Classification
Transformers
Safetensors
English
qwen3_5
image-text-to-text
video-text-to-text
hpsv3
multimodal
qwen3
Instructions to use deepcrayon/LibreHPS-4B-v1.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use deepcrayon/LibreHPS-4B-v1.1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="deepcrayon/LibreHPS-4B-v1.1") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoProcessor, AutoModelForImageTextToText processor = AutoProcessor.from_pretrained("deepcrayon/LibreHPS-4B-v1.1") model = AutoModelForImageTextToText.from_pretrained("deepcrayon/LibreHPS-4B-v1.1") - Notebooks
- Google Colab
- Kaggle
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