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sifat-febo
/
banglish-embed-tiny

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
Bengali
English
bert
feature-extraction
bangla
banglish
bengali
romanized-bengali
embeddings
retrieval
cross-script-retrieval
code-switching
low-resource-languages
cpu
from-scratch
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use sifat-febo/banglish-embed-tiny with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sifat-febo/banglish-embed-tiny with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sifat-febo/banglish-embed-tiny")
    
    sentences = [
        "সে একজন সুখী ব্যক্তি",
        "সে হ্যাপি কুকুর",
        "সে খুব সুখী মানুষ",
        "আজ একটি রৌদ্রোজ্জ্বল দিন"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers.js

    How to use sifat-febo/banglish-embed-tiny with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('sentence-similarity', 'sifat-febo/banglish-embed-tiny');
  • Notebooks
  • Google Colab
  • Kaggle
banglish-embed-tiny
24 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
sifat-febo's picture
sifat-febo
Upload README.md
e6cf335 verified about 11 hours ago
  • 1_Pooling
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • 2_Normalize
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • onnx
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • .gitattributes
    1.52 kB
    initial commit about 12 hours ago
  • README.md
    4.03 kB
    Upload README.md about 11 hours ago
  • config.json
    623 Bytes
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • config_sentence_transformers.json
    98 Bytes
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • model.safetensors
    11.4 MB
    xet
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • modules.json
    350 Bytes
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • sentence_bert_config.json
    107 Bytes
    Upload sentence_bert_config.json about 11 hours ago
  • special_tokens_map.json
    125 Bytes
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • tokenizer.json
    1.06 MB
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago
  • tokenizer_config.json
    240 Bytes
    banglish-embed-tiny: 12 MB, from scratch, ONNX included about 11 hours ago