kornwtp/SCT-model-phayathaibert

Model

0

stars

5

commits

2

linked in READMEs

Mar 7, 2024

updated

camembert
endpoints_compatible
feature-extraction
pytorch
sentence-similarity
sentence-transformers
text-embeddings-inference
transformers
Browse cluster: Semantic Search & Sentence Embeddings

README

{kornwtp/SCT-model-phayathaibert}

This is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.

We use SCT here and training the model with Thai Wikipedia here

Usage (Sentence-Transformers)

Using this model becomes easy when you have sentence-transformers installed:

pip install -U sentence-transformers

Then you can use the model like this:

from sentence_transformers import SentenceTransformer
sentences = ["กลุ่มผู้ชายเล่นฟุตบอลบนชายหาด", "กลุ่มเด็กชายกำลังเล่นฟุตบอลบนชายหาด"]

model = SentenceTransformer('{MODEL_NAME}')
embeddings = model.encode(sentences)
print(embeddings)

Contributors

kornwtp

5 commits

kornwtp/SCT-model-phayathaibert

Model

0

stars

5

commits

2

linked in READMEs

Mar 7, 2024

updated

camembert
endpoints_compatible
feature-extraction
pytorch
sentence-similarity
sentence-transformers
text-embeddings-inference
transformers
Browse cluster: Semantic Search & Sentence Embeddings

README

{kornwtp/SCT-model-phayathaibert}

This is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.

We use SCT here and training the model with Thai Wikipedia here

Usage (Sentence-Transformers)

Using this model becomes easy when you have sentence-transformers installed:

pip install -U sentence-transformers

Then you can use the model like this:

from sentence_transformers import SentenceTransformer
sentences = ["กลุ่มผู้ชายเล่นฟุตบอลบนชายหาด", "กลุ่มเด็กชายกำลังเล่นฟุตบอลบนชายหาด"]

model = SentenceTransformer('{MODEL_NAME}')
embeddings = model.encode(sentences)
print(embeddings)

Contributors

kornwtp

5 commits