Instructions to use naver/v-splade-quality with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use naver/v-splade-quality with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("naver/v-splade-quality", trust_remote_code=True) 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
Demo for this model on Spaces
Hi @naver 🤗
I'm Apolinario, from the open-source team at Hugging Face. Congrats and thanks for open-sourcing naver/v-splade-quality on the Hub! We were excited about this work and built with an agent an interactive demo app of it on Hugging Face Spaces, running on a free ZeroGPU infrastructure.
Here's a link to the demo: https://huggingface.co/spaces/hugging-apps/v-splade-document-retrieval
We would love to transfer this demo to you or your organization. Would you like this demo to live under your own account or organization? If so just let me know here which username to transfer to, and we'll transfer the Space over to you, we hope it can give your work more visibility, discoverability and allows folks to try it out.
(If you have any questions or just want to chat more about this, you can find me on Twitter, LinkedIn or apolinario @ huggingface.co)
Cheers,
Poli
Dear Apolinario (@multimodalart ),
Thank you so much for building such a great app — we really appreciate it!
Instead of transferring the Space for now, would it be okay if we introduce the current app link in our model card with proper credit?
For example, we added it like this:
“An interactive demo is available as a Hugging Face Space, kindly contributed by Apolinário / the Hugging Face open-source team.”
We’ve updated the model card this way for now. Please let us know if this looks okay to you.
Thanks again!
Sincerely,
Gyu-Hwung Cho
Hi! yes, that works out!
Although our initiative for building this demos would like to reward folks to have their demos living officially on their profiles/orgs, so they can claim ownership, modify and use it as a blueprint for new models. So we'd be more than happy to transfer it for you when you are ready