Sentence Similarity
Safetensors
sentence-transformers
English
PyLate
bert
ColBERT
feature-extraction
Generated from Trainer
dataset_size:983844
loss:Contrastive
Eval Results (legacy)
text-embeddings-inference
Instructions to use rasyosef/ColBERT-Mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use rasyosef/ColBERT-Mini with sentence-transformers:
from pylate import models queries = [ "Which planet is known as the Red Planet?", "What is the largest planet in our solar system?", ] documents = [ ["Mars is the Red Planet.", "Venus is Earth's twin."], ["Jupiter is the largest planet.", "Saturn has rings."], ] model = models.ColBERT(model_name_or_path="rasyosef/ColBERT-Mini") queries_emb = model.encode(queries, is_query=True) docs_emb = model.encode(documents, is_query=False) - Notebooks
- Google Colab
- Kaggle
Update README.md
Browse files
README.md
CHANGED
|
@@ -10,7 +10,7 @@ tags:
|
|
| 10 |
- loss:Contrastive
|
| 11 |
base_model: prajjwal1/bert-mini
|
| 12 |
datasets:
|
| 13 |
-
-
|
| 14 |
pipeline_tag: sentence-similarity
|
| 15 |
library_name: PyLate
|
| 16 |
metrics:
|
|
@@ -28,6 +28,8 @@ model-index:
|
|
| 28 |
- type: accuracy
|
| 29 |
value: 0.817924976348877
|
| 30 |
name: Accuracy
|
|
|
|
|
|
|
| 31 |
---
|
| 32 |
|
| 33 |
# PyLate model based on prajjwal1/bert-mini
|
|
@@ -484,4 +486,4 @@ year={2024}
|
|
| 484 |
## Model Card Contact
|
| 485 |
|
| 486 |
*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
|
| 487 |
-
-->
|
|
|
|
| 10 |
- loss:Contrastive
|
| 11 |
base_model: prajjwal1/bert-mini
|
| 12 |
datasets:
|
| 13 |
+
- microsoft/ms_marco
|
| 14 |
pipeline_tag: sentence-similarity
|
| 15 |
library_name: PyLate
|
| 16 |
metrics:
|
|
|
|
| 28 |
- type: accuracy
|
| 29 |
value: 0.817924976348877
|
| 30 |
name: Accuracy
|
| 31 |
+
language:
|
| 32 |
+
- en
|
| 33 |
---
|
| 34 |
|
| 35 |
# PyLate model based on prajjwal1/bert-mini
|
|
|
|
| 486 |
## Model Card Contact
|
| 487 |
|
| 488 |
*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
|
| 489 |
+
-->
|