Feature Extraction
Transformers
Safetensors
French
xlm-roberta
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use OrdalieTech/Solon-embeddings-large-0.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use OrdalieTech/Solon-embeddings-large-0.1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="OrdalieTech/Solon-embeddings-large-0.1")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("OrdalieTech/Solon-embeddings-large-0.1") model = AutoModel.from_pretrained("OrdalieTech/Solon-embeddings-large-0.1", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Add "sentence-transformers" library name
#6
by tomaarsen HF Staff - opened
README.md
CHANGED
|
@@ -13,24 +13,24 @@ model-index:
|
|
| 13 |
config: french
|
| 14 |
split: validation
|
| 15 |
metrics:
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
- task:
|
| 35 |
type: Clustering
|
| 36 |
dataset:
|
|
@@ -767,6 +767,7 @@ model-index:
|
|
| 767 |
license: mit
|
| 768 |
language:
|
| 769 |
- fr
|
|
|
|
| 770 |
---
|
| 771 |
|
| 772 |
# Solon Embeddings — large 0.1
|
|
|
|
| 13 |
config: french
|
| 14 |
split: validation
|
| 15 |
metrics:
|
| 16 |
+
- type: recall_at_500
|
| 17 |
+
name: Recall@500
|
| 18 |
+
value: 92.7
|
| 19 |
+
- type: recall_at_100
|
| 20 |
+
name: Recall@100
|
| 21 |
+
value: 82.7
|
| 22 |
+
- type: recall_at_10
|
| 23 |
+
name: Recall@10
|
| 24 |
+
value: 55.5
|
| 25 |
+
- type: map_at_10
|
| 26 |
+
name: MAP@10
|
| 27 |
+
value: 29.4
|
| 28 |
+
- type: ndcg_at_10
|
| 29 |
+
name: nDCG@10
|
| 30 |
+
value: 35.8
|
| 31 |
+
- type: mrr_at_10
|
| 32 |
+
name: MRR@10
|
| 33 |
+
value: 29.9
|
| 34 |
- task:
|
| 35 |
type: Clustering
|
| 36 |
dataset:
|
|
|
|
| 767 |
license: mit
|
| 768 |
language:
|
| 769 |
- fr
|
| 770 |
+
library_name: sentence-transformers
|
| 771 |
---
|
| 772 |
|
| 773 |
# Solon Embeddings — large 0.1
|