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/models/align/processing_align.py from woooooz/WeMM-Embedding-9B: direct link, hf CLI and curl.
- Browser
- Download file 1.24 kB
-
https://huggingface.co/woooooz/WeMM-Embedding-9B/resolve/main/evaluation/vendor/transformers/models/align/processing_align.py
- Command line
-
hf download hf://woooooz/WeMM-Embedding-9B/evaluation/vendor/transformers/models/align/processing_align.py
-
curl -L -o processing_align.py https://huggingface.co/woooooz/WeMM-Embedding-9B/resolve/main/evaluation/vendor/transformers/models/align/processing_align.py
1.24 kB
| # Copyright 2023 The HuggingFace Inc. team. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| """ | |
| Image/Text processor class for ALIGN | |
| """ | |
| from ...processing_utils import ProcessingKwargs, ProcessorMixin | |
| from ...utils import auto_docstring | |
| class AlignProcessorKwargs(ProcessingKwargs, total=False): | |
| # see processing_utils.ProcessingKwargs documentation for usage. | |
| _defaults = { | |
| "text_kwargs": { | |
| "padding": "max_length", | |
| "max_length": 64, | |
| }, | |
| } | |
| class AlignProcessor(ProcessorMixin): | |
| valid_processor_kwargs = AlignProcessorKwargs | |
| def __init__(self, image_processor, tokenizer): | |
| super().__init__(image_processor, tokenizer) | |
| __all__ = ["AlignProcessor"] | |