Sentence Similarity
sentence-transformers
PyTorch
Rust
ONNX
Safetensors
OpenVINO
Transformers
English
bert
feature-extraction
Eval Results
text-embeddings-inference
Instructions to use sentence-transformers/all-MiniLM-L12-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers/all-MiniLM-L12-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers/all-MiniLM-L12-v2") 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 sentence-transformers/all-MiniLM-L12-v2 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers/all-MiniLM-L12-v2") model = AutoModel.from_pretrained("sentence-transformers/all-MiniLM-L12-v2") - Inference
- Notebooks
- Google Colab
- Kaggle
Add evaluation results for model sentence-transformers/all-MiniLM-L12-v2 revision 364dd28d28dcd3359b537f3cf1f5348ba679da62
#21 opened 2 months ago
by
Samoed
Adding ONNX file of this model
#19 opened 6 months ago
by
Nishzkr
speed all-MiniLM-L12-v2
1
#18 opened 8 months ago
by
kalle07
Local_embedding
#17 opened about 1 year ago
by
Gogo579
Adding ONNX file of this model
#16 opened over 1 year ago
by
TaeYeon39
[AUTOMATED] Model Memory Requirements
ππ 2
#15 opened almost 2 years ago
by
model-sizer-bot
Created Apache license based on tag
#14 opened about 2 years ago
by
iamankit
Request: DOI
π 1
#13 opened about 2 years ago
by
adflkajf
Different Input Lengths
1
#9 opened over 2 years ago
by
ShivanshMathur007
Fine-tuning the model
π 2
1
#6 opened over 2 years ago
by
amordad
Can your model be fine-tuned again?
π 1
#5 opened over 2 years ago
by
Magic0324
max token length question
#3 opened almost 3 years ago
by
ColinKhan
Add MTEB metadata
#2 opened over 3 years ago
by
Muennighoff