Any-to-Any
Transformers
Safetensors
Chinese
English
gemma4
image-text-to-text
tool-calling
traditional-chinese
taiwan
Instructions to use APMIC/ACE-3-E4B-Preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use APMIC/ACE-3-E4B-Preview with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("APMIC/ACE-3-E4B-Preview") model = AutoModelForMultimodalLM.from_pretrained("APMIC/ACE-3-E4B-Preview", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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The community tab is the place to discuss and collaborate with the HF community!