Instructions to use BAAI/llm-embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use BAAI/llm-embedder with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BAAI/llm-embedder")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("BAAI/llm-embedder") model = AutoModel.from_pretrained("BAAI/llm-embedder", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
-
Add new SentenceTransformer model with an openvino backend
Verified signatureHello! *This pull request has been automatically generated from the [`push_to_hub`](https://sbert.net/docs/package_reference/sentence_transformer/SentenceTransformer.html#sentence_transformers.SentenceTransformer.push_to_hub) method from the Sentence Transformers library.* ## Full Model Architecture: ``` SentenceTransformer( (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: OVModelForFeatureExtraction (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) (2): Normalize() ) ``` ## Tip: Consider testing this pull request before merging by loading the model from this PR with the `revision` argument: ```python from sentence_transformers import SentenceTransformer # TODO: Fill in the PR number pr_number = …48e9394
-
Adding `safetensors` variant of this model (#8)
- Adding `safetensors` variant of this model (a8ac50516d12b468a8ec7ccd06a2ad64d8e0e69a) Co-authored-by: Metal Whale <metalwhale@users.noreply.huggingface.co>c3e8ac8
-
Update README.md (#7)
- Update README.md (32cfcafcfdd5c16479bf9995da7e3db3d209630c) Co-authored-by: namespace-Pt <namespace-Pt@users.noreply.huggingface.co>b635676 -
Update README.md (#6)
- Update README.md (1661329696483c2d43fae5f241c862deaa8b9dc6) Co-authored-by: namespace-Pt <namespace-Pt@users.noreply.huggingface.co>31a500a
-
Update README.md (#4)
- Update README.md (c5a80429b472525af5f9bd6a5ff4f10ff4cf63b1) Co-authored-by: namespace-Pt <namespace-Pt@users.noreply.huggingface.co>f20d0dd
-
update
46636b5
-
upload
01fe9c0 -
initial commit
59ebfa5