Feature Extraction
sentence-transformers
PyTorch
ONNX
English
bert
splade++
document-expansion
sparse representation
bag-of-words
passage-retrieval
knowledge-distillation
document encoder
sparse-encoder
sparse
splade
text-embeddings-inference
Instructions to use seerware/Splade_PP_en_v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use seerware/Splade_PP_en_v2 with sentence-transformers:
from sentence_transformers import SparseEncoder model = SparseEncoder("seerware/Splade_PP_en_v2") queries = ["Which planet is known as the Red Planet?"] documents = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", ] query_embeddings = model.encode_query(queries) document_embeddings = model.encode_document(documents) similarities = model.similarity(query_embeddings, document_embeddings) print(similarities) - 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.7a7b277
-
Added fp16 quant
chrsbats2514f4d
-
Track binaries with LFS
chrsbats9c3938c -
Onnx models compatible with sentence_transformers
chrsbats0852c97 -
Add sentence_transformers compatible ONNX models in fp32 and int8 format
chrsbats167e9bb
-
sentence_transformers_support (#2)
Unverified signature- Add support for Sentence Transformer (fd892c44ece765cd2eea98f34a84a52cda185d3c) - Update README.md (2a36dcec5365886f4487325e059223f9b5c65e0b)08a1083
-
Upload dost_logo.png
Unverified signature4267c19 -
Update README.md
Unverified signatured161b2e
-
Rename splade_v2_model.onnx to onnx/model.onnx
Unverified signature1cb4733 -
Upload splade_v2_model.onnx
Unverified signature9327282
-
Update README.md
Unverified signature4681e09
-
config from latest checkpoint
Prithivi Da087ba02 -
updated config
Prithivi Da99bc1ce -
Add backlink to V1
Unverified signature6c243db
-
added OOD to top
Unverified signaturefaf1337 -
Update config.json
Unverified signature6234925
-
Merge branch 'main' of https://huggingface.co/prithivida/Splade_PP_en_v2
Prithivi Da0702065 -
OOD metrics
Prithivi Daa298429 -
Update README.md
Unverified signature48a2b83 -
Update config.json
Unverified signaturec945152
-
Update README.md
Unverified signaturedcfd4b6 -
OOD metrics
Prithivi Dadd0211b -
updated metrics
Prithivi Da391d911 -
Delete ID.png
Unverified signature62e94c9 -
updated metrics
Prithivi Da2fb4839 -
Delete Metrics.png
Unverified signature9c285eb -
Merge branch 'main' of https://huggingface.co/prithivida/Splade_PP_en_v2
Prithivi Da752cb18 -
add metrics
Prithivi Da1c81c38 -
Update README.md
Unverified signature8e3dc3b -
fleshed ID
Prithivi Da128ccfc -
Update README.md
Unverified signature91d0a17 -
Update README.md
Unverified signature2686577 -
Merge branch 'main' of https://huggingface.co/prithivida/Splade_PP_en_v2
Prithivi Da6efc6a2 -
Initial Commit
Prithivi Da0b16ee3 -
Delete .DS_Store
Unverified signaturede9b050 -
Initial Commit
Prithivi Da780823c -
initial commit
Unverified signatured91d031