Instructions to use BAAI/bge-m3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use BAAI/bge-m3 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("BAAI/bge-m3") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Inference
- Notebooks
- Google Colab
- Kaggle
Cannot use the model following the ReadMe instructions
Hi everyone,
I'm a beginner trying to use the BGE-M3 embedding model so I closely followed the ReadMe instructions, pasting the Python code for Dense embedding generation. I already downloaded required libraries.
However when I run the coe without changing anything, I get this error :
OSError: Error no file named pytorch_model.bin, model.safetensors, tf_model.h5, model.ckpt.index or flax_model.msgpack found in directory C:\Users\0104894R.cache\huggingface\hub\models--BAAI--bge-m3\snapshots\babcf60cae0a1f438d7ade582983d4ba462303c2.
After having searched for it on the Internet, I couldn't find anything. Could someone please help me and tell me how to make it work ?
Thanks !
Alright it's working now thanks !