Feature Extraction
sentence-transformers
Safetensors
modernbert
code-search
code-embedding
retrieval
dense
text-embeddings-inference
Instructions to use Shuu12121/NightOwl-CodeEmbedding-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Shuu12121/NightOwl-CodeEmbedding-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Shuu12121/NightOwl-CodeEmbedding-v2") 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] - Notebooks
- Google Colab
- Kaggle
Download mteb.csv from Shuu12121/NightOwl-CodeEmbedding-v2: direct link, hf CLI and curl.
- Browser
- Download file 1.46 kB
-
https://huggingface.co/Shuu12121/NightOwl-CodeEmbedding-v2/resolve/main/mteb.csv
- Command line
-
hf download hf://Shuu12121/NightOwl-CodeEmbedding-v2/mteb.csv
-
curl -L -o mteb.csv https://huggingface.co/Shuu12121/NightOwl-CodeEmbedding-v2/resolve/main/mteb.csv
1.46 kB
| task,subset,ndcg_at_10 | |
| AppsRetrieval,default,0.51811 | |
| CodeFeedbackMT,default,0.88555 | |
| CodeFeedbackST,default,0.85353 | |
| CodeTransOceanContest,default,0.80383 | |
| CodeTransOceanDL,default,0.3765 | |
| CodeSearchNetRetrieval,python,0.92472 | |
| CodeSearchNetRetrieval,javascript,0.80594 | |
| CodeSearchNetRetrieval,go,0.95975 | |
| CodeSearchNetRetrieval,ruby,0.85914 | |
| CodeSearchNetRetrieval,java,0.91123 | |
| CodeSearchNetRetrieval,php,0.88004 | |
| CodeSearchNetCCRetrieval,python,0.90395 | |
| CodeSearchNetCCRetrieval,javascript,0.93166 | |
| CodeSearchNetCCRetrieval,go,0.9309 | |
| CodeSearchNetCCRetrieval,ruby,0.88812 | |
| CodeSearchNetCCRetrieval,java,0.91327 | |
| CodeSearchNetCCRetrieval,php,0.88782 | |
| CodeEditSearchRetrieval,python,0.7795 | |
| CodeEditSearchRetrieval,javascript,0.75545 | |
| CodeEditSearchRetrieval,typescript,0.78784 | |
| CodeEditSearchRetrieval,go,0.78013 | |
| CodeEditSearchRetrieval,ruby,0.78944 | |
| CodeEditSearchRetrieval,java,0.74674 | |
| CodeEditSearchRetrieval,php,0.73615 | |
| CodeEditSearchRetrieval,c,0.66254 | |
| CodeEditSearchRetrieval,c++,0.71411 | |
| CodeEditSearchRetrieval,rust,0.70859 | |
| CodeEditSearchRetrieval,swift,0.74133 | |
| CodeEditSearchRetrieval,scala,0.79722 | |
| CodeEditSearchRetrieval,shell,0.72468 | |
| COIRCodeSearchNetRetrieval,python,0.98316 | |
| COIRCodeSearchNetRetrieval,javascript,0.74197 | |
| COIRCodeSearchNetRetrieval,go,0.8874 | |
| COIRCodeSearchNetRetrieval,ruby,0.76882 | |
| COIRCodeSearchNetRetrieval,java,0.81295 | |
| COIRCodeSearchNetRetrieval,php,0.83416 | |
| StackOverflowQA,default,0.86793 | |
| CosQA,default,0.43326 | |
| SyntheticText2SQL,default,0.703 | |