Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
Transformers
English
roberta
feature-extraction
language
granite
embeddings
mteb
Eval Results (legacy)
Eval Results
text-embeddings-inference
Instructions to use ibm-granite/granite-embedding-125m-english with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ibm-granite/granite-embedding-125m-english with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ibm-granite/granite-embedding-125m-english") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use ibm-granite/granite-embedding-125m-english with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("ibm-granite/granite-embedding-125m-english") model = AutoModel.from_pretrained("ibm-granite/granite-embedding-125m-english", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
List both Sentence Transformers and Transformers as compatible libraries (#2)
Browse files- List both Sentence Transformers and Transformers as compatible libraries (9951d8457da5110ffbd0e9f414fee0cbe3955e25)
README.md
CHANGED
|
@@ -2,12 +2,13 @@
|
|
| 2 |
language:
|
| 3 |
- en
|
| 4 |
license: apache-2.0
|
| 5 |
-
library_name: transformers
|
| 6 |
tags:
|
| 7 |
- language
|
| 8 |
- granite
|
| 9 |
- embeddings
|
| 10 |
- mteb
|
|
|
|
| 11 |
model-index:
|
| 12 |
- name: ibm-granite/granite-embedding-125m-english
|
| 13 |
results:
|
|
|
|
| 2 |
language:
|
| 3 |
- en
|
| 4 |
license: apache-2.0
|
| 5 |
+
library_name: sentence-transformers
|
| 6 |
tags:
|
| 7 |
- language
|
| 8 |
- granite
|
| 9 |
- embeddings
|
| 10 |
- mteb
|
| 11 |
+
- transformers
|
| 12 |
model-index:
|
| 13 |
- name: ibm-granite/granite-embedding-125m-english
|
| 14 |
results:
|