Feature Extraction
sentence-transformers
PyTorch
ONNX
Safetensors
Transformers
English
bert
sentence-similarity
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use BAAI/bge-base-en-v1.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use BAAI/bge-base-en-v1.5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("BAAI/bge-base-en-v1.5") 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-base-en-v1.5 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BAAI/bge-base-en-v1.5")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("BAAI/bge-base-en-v1.5") model = AutoModel.from_pretrained("BAAI/bge-base-en-v1.5", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Internal model structure preview
2
#17 opened about 1 month ago
by
svetoviz
Multilingual powerhouse — testing for mobile deployment
#16 opened 3 months ago
by
3morixd
VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]
#15 opened 4 months ago
by
vigneshwar234
VORTEXRAG: 7-Layer RAG — Causal Drift Filtering + Context Poison Guard [paper + code + demo]
#14 opened 4 months ago
by
vigneshwar234
Add exported onnx model 'model_qint8_avx512_vnni.onnx'
#13 opened almost 2 years ago
by
tomaarsen
Add exported onnx model 'model_O4.onnx'
#12 opened almost 2 years ago
by
tomaarsen
Add exported openvino model 'openvino_model_qint8_quantized.xml'
#11 opened almost 2 years ago
by
tomaarsen
Add exported openvino model 'openvino_model.xml'
#10 opened almost 2 years ago
by
tomaarsen
Update infinity section in readme
#9 opened almost 2 years ago
by
michaelfeil
Retrieval instruction
#5 opened over 2 years ago
by
austinmw
Normalization of outputs
2
#2 opened almost 3 years ago
by
skirres