ne-embed
Multilingual text embeddings for Northeast Indian languages.
10 languages · 768 dimensions · Built on LaBSE · CC-BY-4.0
Install
pip install ne-embed
Usage
from ne_embed import NEEmbed
model = NEEmbed() # downloads from HuggingFace on first run
sentences = [
'Where is the nearest hospital?',
'Ngi la pynjot ia ki shnong baroh', # Khasi
'Pilakchin an senganiko man na.', # Garo
]
embeddings = model.encode(sentences)
print(embeddings.shape) # (3, 768)
model.languages() # print supported languages
Supported Languages
| Code | Language | Tier |
|---|---|---|
| asm | Assamese | Supported |
| brx | Bodo | Supported |
| grt | Garo | Supported |
| kha | Khasi | Supported |
| lus | Mizo | Supported |
| mni | Meitei | Supported |
| njz | Nyishi | Supported |
| trp | Kokborok | Limited |
| pbv | Pnar | Limited |
| nag | Nagamese | Limited |
Links
1 maintainer
Metadata
1 maintainer
Release files for ne-embed 1.0.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| ne_embed-1.0.0.tar.gz | 2.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ne_embed-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.4 kB
Release files / ne_embed-1.0.0.tar.gz
| Download URL | ne_embed-1.0.0.tar.gz |
|---|---|
| Size | 2.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
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twine/6.2.0 CPython/3.11.10
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Release files / ne_embed-1.0.0-py3-none-any.whl
| Download URL | ne_embed-1.0.0-py3-none-any.whl |
|---|---|
| Size | 2.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.10
|
Security for ne-embed 1.0.0
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