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license: openrail datasets:

  • multi_news language:
  • en

Model Card for Model ID

Model Details

This is developed for the TLDR project of ANLP.

This is fine-tuned T5 small model with the Multi_news dataset, with adam optimiser.

Aim to summarise long articles into shorten summaries

Model Description

  • Developed by: Li, T
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  • Finetuned from model [optional]: https://huggingface.co/t5-small

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Uses

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Bias, Risks, and Limitations

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Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

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Training Details

Training Data

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Training Procedure

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Evaluation

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Results

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Summary

Model Examination [optional]

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

  • Hardware Type: NVIDIA GeForce RTX 3060 Laptop GPU
  • Hours used: 3:06:45 Hr
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Technical Specifications [optional]

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Dataset used to train TinaLiHF/fined-tuned-T5small

Evaluation results