rishavranaut / flanT5_base_Task2_Fact_updates_without_time

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Model's Last Updated: August 07 2024

Introduction of flanT5_base_Task2_Fact_updates_without_time

Model Details of flanT5_base_Task2_Fact_updates_without_time

flanT5_base_Task2_Fact_updates_without_time

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1170
  • Accuracy: 0.8688
  • Weighted F1: 0.8685
  • Micro F1: 0.8688
  • Macro F1: 0.8686
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Accuracy Validation Loss Macro F1 Micro F1 Weighted F1
0.5375 1.0 5793 0.8384 0.7201 0.8379 0.8384 0.8377
0.3627 2.0 11586 0.8771 0.5442 0.8771 0.8771 0.8771
0.2226 3.0 17379 0.8646 0.8292 0.8645 0.8646 0.8644
0.2253 4.0 23172 0.8715 1.0168 0.8714 0.8715 0.8713
0.143 5.0 28965 1.1170 0.8688 0.8685 0.8688 0.8686
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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flanT5_base_Task2_Fact_updates_without_time huggingface.co

flanT5_base_Task2_Fact_updates_without_time huggingface.co is an AI model on huggingface.co that provides flanT5_base_Task2_Fact_updates_without_time's model effect (), which can be used instantly with this rishavranaut flanT5_base_Task2_Fact_updates_without_time model. huggingface.co supports a free trial of the flanT5_base_Task2_Fact_updates_without_time model, and also provides paid use of the flanT5_base_Task2_Fact_updates_without_time. Support call flanT5_base_Task2_Fact_updates_without_time model through api, including Node.js, Python, http.

flanT5_base_Task2_Fact_updates_without_time huggingface.co Url

https://huggingface.co/rishavranaut/flanT5_base_Task2_Fact_updates_without_time

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flanT5_base_Task2_Fact_updates_without_time huggingface.co is an online trial and call api platform, which integrates flanT5_base_Task2_Fact_updates_without_time's modeling effects, including api services, and provides a free online trial of flanT5_base_Task2_Fact_updates_without_time, you can try flanT5_base_Task2_Fact_updates_without_time online for free by clicking the link below.

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https://huggingface.co/rishavranaut/flanT5_base_Task2_Fact_updates_without_time

flanT5_base_Task2_Fact_updates_without_time install

flanT5_base_Task2_Fact_updates_without_time is an open source model from GitHub that offers a free installation service, and any user can find flanT5_base_Task2_Fact_updates_without_time on GitHub to install. At the same time, huggingface.co provides the effect of flanT5_base_Task2_Fact_updates_without_time install, users can directly use flanT5_base_Task2_Fact_updates_without_time installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/rishavranaut/flanT5_base_Task2_Fact_updates_without_time

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