Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:5000000
loss:combine_dstilationLoss_studentLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1") sentences = [ "ما هو كور يعني", "تعريف cor . : وحدة قياس سعة عبرية وفينيقية قديمة .", "رفعت منظمة صندوق ادخار الموظفين ( EPFO ) الحد الأدنى للراتب إلى 15000 روبية من 6500 روبية في وقت سابق .", "شكل الجمع بين الجلطة - o يعني _ _ . صيغة الجمع embol - o تعني _ _ . اللاحقة التي تعني أداة قياس الضغط هي _ _ . لاحقة غير كلها تعني صغيرة هي _ _ . اللاحقة التي تعني التصلب هي _ _ ." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Download tokenizer.json from hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1: direct link, hf CLI and curl.
- Browser
- Download file 17.1 MB
-
https://huggingface.co/hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1/resolve/22f8c3bed37be148b359a18e5ba34f4aba074857/tokenizer.json
- Command line
-
hf download hf://hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1@22f8c3bed37be148b359a18e5ba34f4aba074857/tokenizer.json
-
curl -L -o tokenizer.json https://huggingface.co/hatemestinbejaia/R3mmarco-Arabic-mMiniLML-bi-encoder-KD-v1/resolve/22f8c3bed37be148b359a18e5ba34f4aba074857/tokenizer.json
17.1 MB
- Xet hash:
- c9abfbcdb4ffc00d355a5aceeb3df3cad5ed9f079223b9434115e96b6423ffb1
- Size of remote file:
- 17.1 MB
- SHA256:
- cad551d5600a84242d0973327029452a1e3672ba6313c2a3c3d69c4310e12719
·
Xet efficiently stores Large Files inside Git, intelligently splitting files into unique chunks and accelerating uploads and downloads. More info.