cnmoro / micro-bertim-embeddings

huggingface.co
Total runs: 79
24-hour runs: 1
7-day runs: -10
30-day runs: -30
Model's Last Updated: January 17 2025
sentence-similarity

Introduction of micro-bertim-embeddings

Model Details of micro-bertim-embeddings

A manually pruned version of distilbert-portuguese-cased , finetuned to produce high quality embeddings in a lightweight form factor.

Model Trained Using AutoTrain

  • Problem type: Sentence Transformers
Validation Metrics

loss: 0.3181200921535492

cosine_accuracy: 0.8921948650328134

Usage
Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the Hugging Face Hub
model = SentenceTransformer("cnmoro/micro-bertim-embeddings")
# Run inference
sentences = [
    'O pôr do sol pinta o céu com tons de laranja e vermelho',
    'Joana adora estudar matemática nas tardes de sábado',
    'Os pássaros voam em formação, criando um espetáculo no horizonte',
]
embeddings = model.encode(sentences)
print(embeddings.shape)

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)

Runs of cnmoro micro-bertim-embeddings on huggingface.co

79
Total runs
1
24-hour runs
5
3-day runs
-10
7-day runs
-30
30-day runs

More Information About micro-bertim-embeddings huggingface.co Model

More micro-bertim-embeddings license Visit here:

https://choosealicense.com/licenses/apache-2.0

micro-bertim-embeddings huggingface.co

micro-bertim-embeddings huggingface.co is an AI model on huggingface.co that provides micro-bertim-embeddings's model effect (), which can be used instantly with this cnmoro micro-bertim-embeddings model. huggingface.co supports a free trial of the micro-bertim-embeddings model, and also provides paid use of the micro-bertim-embeddings. Support call micro-bertim-embeddings model through api, including Node.js, Python, http.

micro-bertim-embeddings huggingface.co Url

https://huggingface.co/cnmoro/micro-bertim-embeddings

cnmoro micro-bertim-embeddings online free

micro-bertim-embeddings huggingface.co is an online trial and call api platform, which integrates micro-bertim-embeddings's modeling effects, including api services, and provides a free online trial of micro-bertim-embeddings, you can try micro-bertim-embeddings online for free by clicking the link below.

cnmoro micro-bertim-embeddings online free url in huggingface.co:

https://huggingface.co/cnmoro/micro-bertim-embeddings

micro-bertim-embeddings install

micro-bertim-embeddings is an open source model from GitHub that offers a free installation service, and any user can find micro-bertim-embeddings on GitHub to install. At the same time, huggingface.co provides the effect of micro-bertim-embeddings install, users can directly use micro-bertim-embeddings installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

micro-bertim-embeddings install url in huggingface.co:

https://huggingface.co/cnmoro/micro-bertim-embeddings

Url of micro-bertim-embeddings

micro-bertim-embeddings huggingface.co Url

Provider of micro-bertim-embeddings huggingface.co

cnmoro
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