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README.md
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model-index:
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- name: flan-t5-base
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# flan-t5-
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.6541
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- Rouge1: 16.3352
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- Rouge2: 6.2366
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- Rougelsum: 15.2755
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- Gen Len: 19.0
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## Model description
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More information needed
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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model-index:
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- name: flan-t5-base
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results: []
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datasets:
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- recogna-nlp/recognasumm
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language:
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- pt
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library_name: transformers
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pipeline_tag: summarization
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# flan-t5-portuguese-small
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This model aims to help supply the needs of models in the Portuguese language for certain tasks. The model presents a good performance for summary tasks.
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Some errors due to word accentuation may occasionally occur due to the small version of the model.
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model_max_length = 512
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- Loss: 1.6541
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- Rouge1: 16.3352
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- Rouge2: 6.2366
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- Rougelsum: 15.2755
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- Gen Len: 19.0
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GPU: RTX 3060, 12GB, =~3500 cuda cores
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```python
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!pip install transformers
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from transformers import pipeline
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summarization = pipeline("summarization", model="rhaymison/flan-t5-portuguese-summarization", tokenizer="rhaymison/flan-t5-portuguese-summarization")
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prompt =f"""
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sumarize: Na segunda disputa estadual para escolher o candidato do partido republicano para as eleições de novembro nos Estados Unidos, o ex-presidente Donald Trump teve mais uma vitória. Ele venceu as primárias em New Hampshire, que ocorreram na terça-feira (23/01). Antes disso, o favoritismo de Trump, apontado por diversas pesquisas, foi visto em sua vitória na primeira prévia do calendário eleitoral americano, em Iowa. Naquele Estado, Trump registrou 51% dos votos e vantagem de 30 pontos sobre o segundo colocado, o governador da Flórida, Ron DeSantis. No domingo (21/1), DeSantis anunciou sua desistência da corrida presidencial de 2024 e manifestou apoio a Trump. O movimento deixou Nikki Haley, ex-embaixadora dos Estados Unidos nas Nações Unidas, como a única rival significativa de Trump no partido.
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"""
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output = summarization(prompt)
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#Trump vence as primárias em New Hampshire, que ocorreram na terça-feira (23/01).
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#Antes disso, o favoritismo de Trump, apontado por diversas pesquisas, foi visto ao segundo colocado, governador da Flórida, Ron DeSantis.
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```
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## Model description
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More information needed
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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### Comments
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Any idea, help or report will always be welcome.
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email: rhaymisoncristian@gmail.com
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<div style="display:flex; flex-direction:row; justify-content:left">
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<a href="https://www.linkedin.com/in/heleno-betini-2b3016175/" target="_blank">
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<img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white">
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</a>
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<a href="https://github.com/rhaymisonbetini" target="_blank">
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<img src="https://img.shields.io/badge/GitHub-100000?style=for-the-badge&logo=github&logoColor=white">
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</a>
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</div>
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