Feature Extraction
Transformers
Safetensors
qwen3_5
image-text-to-text
multimodal-embedding
retrieval
evaluation
custom_code
Instructions to use woooooz/WeMM-Embedding-9B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use woooooz/WeMM-Embedding-9B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="woooooz/WeMM-Embedding-9B", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("woooooz/WeMM-Embedding-9B", trust_remote_code=True) model = AutoModelForMultimodalLM.from_pretrained("woooooz/WeMM-Embedding-9B", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download evaluation/vendor/transformers/utils/backbone_utils.py from woooooz/WeMM-Embedding-9B: direct link, hf CLI and curl.
- Browser
- Download file 699 Bytes
-
https://huggingface.co/woooooz/WeMM-Embedding-9B/resolve/main/evaluation/vendor/transformers/utils/backbone_utils.py
- Command line
-
hf download hf://woooooz/WeMM-Embedding-9B/evaluation/vendor/transformers/utils/backbone_utils.py
-
curl -L -o backbone_utils.py https://huggingface.co/woooooz/WeMM-Embedding-9B/resolve/main/evaluation/vendor/transformers/utils/backbone_utils.py
699 Bytes
| import warnings | |
| from ..backbone_utils import BackboneConfigMixin, BackboneMixin | |
| class BackboneConfigMixin(BackboneConfigMixin): | |
| warnings.warn( | |
| "Importing `BackboneConfigMixin` from `utils/backbone_utils.py` is deprecated and will be removed in " | |
| "Transformers v5.10. Import as `from transformers.backbone_utils import BackboneConfigMixin` instead.", | |
| FutureWarning, | |
| ) | |
| class BackboneMixin(BackboneMixin): | |
| warnings.warn( | |
| "Importing `BackboneMixin` from `utils/backbone_utils.py` is deprecated and will be removed in " | |
| "Transformers v5.10. Import as `from transformers.backbone_utils import BackboneMixin` instead.", | |
| FutureWarning, | |
| ) | |