mrm8488 / convbert-small-spanish

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Total runs: 79
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7-day runs: 0
30-day runs: -34
Model's Last Updated: March 23 2023
feature-extraction

Introduction of convbert-small-spanish

Model Details of convbert-small-spanish

ConvBERT small pre-trained on large_spanish_corpus

The ConvBERT architecture is presented in the "ConvBERT: Improving BERT with Span-based Dynamic Convolution" paper.

Metrics on evaluation set
disc_accuracy = 0.95163906
disc_auc = 0.9405496
disc_loss = 0.13658184
disc_precision = 0.80829453
disc_recall = 0.49316448
global_step = 1000000
loss = 9.12079
masked_lm_accuracy = 0.53505784
masked_lm_loss = 2.3028736
sampled_masked_lm_accuracy = 0.44047198
Usage
from transformers import AutoModel, AutoTokenizer
model_name = "mrm8488/convbert-small-spanish"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModel.from_pretrained(model_name)

Created by Manuel Romero/@mrm8488 with the support of Narrativa

Made with in Spain

Runs of mrm8488 convbert-small-spanish on huggingface.co

79
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0
24-hour runs
-5
3-day runs
0
7-day runs
-34
30-day runs

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convbert-small-spanish huggingface.co

convbert-small-spanish huggingface.co is an AI model on huggingface.co that provides convbert-small-spanish's model effect (), which can be used instantly with this mrm8488 convbert-small-spanish model. huggingface.co supports a free trial of the convbert-small-spanish model, and also provides paid use of the convbert-small-spanish. Support call convbert-small-spanish model through api, including Node.js, Python, http.

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convbert-small-spanish install

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

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