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Curadoria dos melhores links compartilhados no grupo https://t.me/nlpbr no Telegram.

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# Awesome NLPBR

Curadoria dos melhores links compartilhados no grupo [nlpbr](https://t.me/nlpbr) no telegram.

## Datasets

- [Corpus do Português](https://www.corpusdoportugues.org)
- [Hate Speech BR](https://github.com/franciellevargas/HateBR)
- [Análise de Sentimentos](https://www.kaggle.com/datasets/fredericods/ptbr-sentiment-analysis-datasets)
- [dominguesm/Canarim-Instruct-PTBR-Dataset](https://huggingface.co/datasets/dominguesm/Canarim-Instruct-PTBR-Dataset)
- [dominguesm/alpaca-data-pt-br](https://huggingface.co/datasets/dominguesm/alpaca-data-pt-br)

## Modelos pré-treinados

- [Open Cabrita-3B](https://huggingface.co/22h/open-cabrita3b)
- [Open Cabrita-3B Quantizado](https://huggingface.co/lucianosb/open-cabrita3b-GGUF)
- [Canarim-7B](https://huggingface.co/dominguesm/canarim-7b)
- [Canarim-7B Quantizado](https://huggingface.co/lucianosb/canarim-7B-GGUF)
- [Canarim-7B Instruct](https://huggingface.co/dominguesm/Canarim-7B-Instruct)
- [Canarim-7B Instruct Quantizado](https://huggingface.co/lucianosb/canarim-7B-instruct-GGUF)
- [Sabiá-7B](https://huggingface.co/maritaca-ai/sabia-7b)
- [Sabiá-7B Quantizado](https://huggingface.co/lucianosb/sabia-7b-GGUF)
- [OPT - Alpa](https://opt.alpa.ai)
- [Bloom](https://huggingface.co/bigscience/bloom)
- [Legal BERTimbau](https://huggingface.co/stjiris/bert-large-portuguese-cased-legal-mlm)
- [T5 base QA](https://huggingface.co/pierreguillou/t5-base-qa-squad-v1.1-portuguese)
- [BERTimbau Base](https://huggingface.co/neuralmind/bert-base-portuguese-cased)
- [Repositório de Word Embeddings do NILC](http://nilc.icmc.usp.br/nilc/index.php/repositorio-de-word-embeddings-do-nilc)
- [dominguesm/canarim-7b-vestibulaide](https://huggingface.co/dominguesm/canarim-7b-vestibulaide)
- [dominguesm/alpaca-lora-ptbr-7b](https://huggingface.co/dominguesm/alpaca-lora-ptbr-7b)

## Ferramentas

- [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
- [Doccano Annotation Tool](https://github.com/doccano/doccano)
- [Label Studio](https://labelstud.io)
- [Google Colab - Naive Bayes para Análise de Sentimento](https://colab.research.google.com/drive/1q-kxE7Vi9lmvDc7nzfELiJn0qkKuqh2q?usp=sharing)
- [Parsr - Extração de PDFs](https://github.com/axa-group/Parsr)
- [Lemmatizer](https://portulanclarin.net/workbench/lx-lemmatizer/)
- [stopwords para uso em jurimetria](https://github.com/jjesusfilho/justop)
- [Prompts Royale](https://github.com/meistrari/prompts-royale)

## Tutoriais e Cursos

- [Livro Processamento de Linguagem Natural - Brasileiras PLN](https://brasileiraspln.com/livro-pln/)
- [NLPortuguês - Coursera](https://nlportugues.ime.usp.br/)
- [The Transformer Family Version 2.0](https://lilianweng.github.io/posts/2023-01-27-the-transformer-family-v2/)

## Outros

- [Portuguese-NLP](https://github.com/ajdavidl/Portuguese-NLP)

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