Sentence Similarity
Transformers
PyTorch
ONNX
sentence-transformers
Arabic
bert
feature-extraction
miniDense
passage-retrieval
knowledge-distillation
middle-training
text-embeddings-inference
Instructions to use prithivida/miniDense_arabic_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use prithivida/miniDense_arabic_v1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("prithivida/miniDense_arabic_v1") model = AutoModel.from_pretrained("prithivida/miniDense_arabic_v1", device_map="auto") - sentence-transformers
How to use prithivida/miniDense_arabic_v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("prithivida/miniDense_arabic_v1") sentences = [ "هذا شخص سعيد", "هذا كلب سعيد", "هذا شخص سعيد جدا", "اليوم هو يوم مشمس" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Commit History
-
Update README.md
Verified signaturefb24fbe -
Upload dost_logo.png
Verified signaturecd3c2f3 -
Delete logo.png
Verified signature5bd6997
-
Delete model.safetensors
Verified signature503f153
-
Update README.md
Verified signaturec24b1d8 -
Upload logo.png
Verified signature27a1981
-
Upload model.safetensors
Verified signature6ca9600
-
Update README.md
Verified signature8682aca
-
Update README.md
Verified signature7ebf9a8 -
Update README.md
Verified signature26a8db0 -
Upload ar_metrics_1.png
Verified signaturec525250 -
Update README.md
Verified signature5f2951d
-
Update code snippet
Verified signature24d520f -
Upload ar_metrics_6.png
Verified signaturefa32d5a -
Update README.md
Verified signature4f8d184
-
Upload ar_metrics_2.png
Verified signatureb5fdbac -
Update README.md
Verified signaturebfcc611 -
updated latest OOD metrics
Verified signature161a8f9
-
Update README.md
Verified signature0bd3af2 -
Update README.md
Verified signature835ba8f -
Update README.md
Verified signature1458f66
-
Upload ar_intro.png
Verified signature1e66d4e -
Update README.md
Verified signaturebf447a4 -
Update README.md
Verified signatureb0cc527 -
Update README.md
Verified signaturecd1ad1f -
add retrieval benchmarks
Verified signature1dc6fd8
-
update hybrid numbers
Verified signature609049d
-
Delete onnx/dummy.txt
Verified signature5070b69 -
add f16 ONNX
Verified signaturec3501e3 -
Create ONNX folder
Verified signature59cd80e -
update sample code from chinese
Verified signatureb1b5fbf -
Upload model
Verified signaturec8a3577 -
update model files
Verified signatured37edae -
Create 1_Pooling/config.json
Verified signature42d46fc -
Update README.md
Verified signature240b512 -
Update README.md
Verified signature0c1d199 -
Update README.md
Verified signature3e58fbe -
update all ref of chinese to arabic
Verified signature8887186 -
Upload 2 files
Verified signature0b94bf6 -
Upload 5 files
Verified signature33783b5 -
Update README.md
Verified signaturef572c1f -
initial commit
Verified signatureba95c14