Feature Extraction
sentence-transformers
Safetensors
Transformers
mistral
sentence-similarity
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use BAAI/bge-en-icl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use BAAI/bge-en-icl with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("BAAI/bge-en-icl") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use BAAI/bge-en-icl with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BAAI/bge-en-icl")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("BAAI/bge-en-icl") model = AutoModel.from_pretrained("BAAI/bge-en-icl", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Make compatible to sentence-transformers (#10)
Verified signature- Create 1_Pooling/config.json (0f70498f958347edab17f3b8779f9ecdcd1eeadc) - Update 1_Pooling/config.json (a67fee46332d9fdc30942ae03ed1f6b0b032547a) - Create sentence_bert_config.json (a2d0739b4e768032c2d0d1829ad1d5379bdda27c) - Create modules.json (be17b6f9ac568ce4a977495f80968e53b999c3a8) - Update sentence_bert_config.json (0eb14a491b64ce772c9def7f0ef3087b9f7e4588) - Update tokenizer_config.json (d1a50b3624e901f12f9f4808126c30f6b01247a0) - Update modules.json (807090377c246ba0eb0c6340fb6bbf7cca224a8a) Co-authored-by: Michael <michaelfeil@users.noreply.huggingface.co>971c7e1
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