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bangla-electra

monsoon-nlp / bangla-electra

Run on huggingface.co
huggingface.co
Total runs: 431
24-hour runs: -12
7-day runs: -46
30-day runs: 144
Model's Last Updated: December 12 2024

Introduction of bangla-electra

Model Details of bangla-electra

Bangla-Electra

This is a second attempt at a Bangla/Bengali language model trained with Google Research's ELECTRA .

As of 2022 I recommend Google's MuRIL model trained on English, Bangla, and other major Indian languages, both in their script and latinized script : https://huggingface.co/google/muril-base-cased and https://huggingface.co/google/muril-large-cased

For causal language models, I would suggest https://huggingface.co/sberbank-ai/mGPT , though this is a large model

Tokenization and pre-training CoLab: https://colab.research.google.com/drive/1gpwHvXAnNQaqcu-YNx1kafEVxz07g2jL

V1 - 120,000 steps; V2 - 190,000 steps

Classification

Classification with SimpleTransformers: https://colab.research.google.com/drive/1vltPI81atzRvlALv4eCvEB0KdFoEaCOb

On Soham Chatterjee's news classification task : (Random: 16.7%, mBERT: 72.3%, Bangla-Electra: 82.3%)

Similar to mBERT on some tasks and configurations described in https://arxiv.org/abs/2004.07807

Question Answering

This model can be used for Question Answering - this notebook uses Bangla questions from Google's TyDi dataset: https://colab.research.google.com/drive/1i6fidh2tItf_-IDkljMuaIGmEU6HT2Ar

Corpus

Trained on a web crawl from https://oscar-corpus.com/ (deduped version, 5.8GB) and 1 July 2020 dump of bn.wikipedia.org (414MB)

Vocabulary

Included as vocab.txt in the upload - vocab_size is 29898

Runs of monsoon-nlp bangla-electra on huggingface.co

431
Total runs
-12
24-hour runs
-12
3-day runs
-46
7-day runs
144
30-day runs

More Information About bangla-electra huggingface.co Model

bangla-electra huggingface.co

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

bangla-electra huggingface.co Url

https://huggingface.co/monsoon-nlp/bangla-electra

monsoon-nlp bangla-electra online free

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

monsoon-nlp bangla-electra online free url in huggingface.co:

https://huggingface.co/monsoon-nlp/bangla-electra

bangla-electra install

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

bangla-electra install url in huggingface.co:

https://huggingface.co/monsoon-nlp/bangla-electra

Url of bangla-electra

bangla-electra huggingface.co Url

Provider of bangla-electra huggingface.co

monsoon-nlp
ORGANIZATIONS
huggingface.co

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