Feature Extraction
sentence-transformers
Safetensors
English
bert
sparse-encoder
sparse
splade
Generated from Trainer
dataset_size:1000000
loss:SpladeLoss
loss:SparseMarginMSELoss
loss:FlopsLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use rasyosef/splade-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use rasyosef/splade-mini with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("rasyosef/splade-mini") 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] - Inference
- Notebooks
- Google Colab
- Kaggle
Update README.md
Browse files
README.md
CHANGED
|
@@ -211,7 +211,7 @@ You can finetune this model on your own dataset.
|
|
| 211 |
|
| 212 |
### Model Description
|
| 213 |
- **Model Type:** SPLADE Sparse Encoder
|
| 214 |
-
- **Base model:** [
|
| 215 |
- **Maximum Sequence Length:** 512 tokens
|
| 216 |
- **Output Dimensionality:** 30522 dimensions
|
| 217 |
- **Similarity Function:** Dot Product
|
|
@@ -533,4 +533,6 @@ SparseEncoder(
|
|
| 533 |
## Model Card Contact
|
| 534 |
|
| 535 |
*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
|
| 536 |
-
-->
|
|
|
|
|
|
|
|
|
| 211 |
|
| 212 |
### Model Description
|
| 213 |
- **Model Type:** SPLADE Sparse Encoder
|
| 214 |
+
- **Base model:** [prajjwal1/bert-mini](https://huggingface.co/prajjwal1/bert-mini)
|
| 215 |
- **Maximum Sequence Length:** 512 tokens
|
| 216 |
- **Output Dimensionality:** 30522 dimensions
|
| 217 |
- **Similarity Function:** Dot Product
|
|
|
|
| 533 |
## Model Card Contact
|
| 534 |
|
| 535 |
*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
|
| 536 |
+
-->
|
| 537 |
+
|
| 538 |
+
</details>
|