Sentence Similarity
sentence-transformers
PyTorch
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use Neokun004/Testbge with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Neokun004/Testbge with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Neokun004/Testbge") 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] - Transformers
How to use Neokun004/Testbge with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("Neokun004/Testbge") model = AutoModel.from_pretrained("Neokun004/Testbge", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Adding `safetensors` variant of this model
Verified signatureThis is an automated PR created with https://huggingface.co/spaces/safetensors/convert This new file is equivalent to `pytorch_model.bin` but safe in the sense that no arbitrary code can be put into it. These files also happen to load much faster than their pytorch counterpart: https://colab.research.google.com/github/huggingface/notebooks/blob/main/safetensors_doc/en/speed.ipynb The widgets on your model page will run using this model even if this is not merged making sure the file actually works. If you find any issues: please report here: https://huggingface.co/spaces/safetensors/convert/discussions Feel free to ignore this PR.0851a22
-
uploaded pooling
04fa5fa -
Upload folder using huggingface_hub
4bbcb99 -
Upload folder using huggingface_hub
868a2f3 -
Upload README.md with huggingface_hub
532c08c -
Upload modules.json with huggingface_hub
5cab3c2 -
Upload sentence_bert_config.json with huggingface_hub
30331ad -
Upload tokenizer.json with huggingface_hub
e2dad2a -
Upload vocab.txt with huggingface_hub
2165ad5 -
Upload special_tokens_map.json with huggingface_hub
a8e311c -
Upload tokenizer_config.json with huggingface_hub
b6d7b0a -
Upload pytorch_model.bin with huggingface_hub
604b706 -
Upload config.json with huggingface_hub
6176116 -
Upload config_sentence_transformers.json with huggingface_hub
93c90d0 -
Upload config.json with huggingface_hub
f6c2a5a -
initial commit
9430f32