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Text_Summarization

ThirdEyeData / Text_Summarization

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: June 13 2023
text-generation

Introduction of Text_Summarization

Model Details of Text_Summarization

Text_Summarization

This model is a fine-tuned version of t5-small on the billsum dataset. It achieves the following results on the evaluation set:

  • Loss: 2.7235
  • Rouge1: 0.1324
  • Rouge2: 0.0397
  • Rougel: 0.1114
  • Rougelsum: 0.111
  • Gen Len: 19.0
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
No log 1.0 74 2.8406 0.1286 0.04 0.1087 0.1088 19.0
No log 2.0 148 2.7235 0.1324 0.0397 0.1114 0.111 19.0
Framework versions
  • Transformers 4.29.2
  • Pytorch 2.0.0
  • Datasets 2.1.0
  • Tokenizers 0.13.3

Runs of ThirdEyeData Text_Summarization on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About Text_Summarization huggingface.co Model

More Text_Summarization license Visit here:

https://choosealicense.com/licenses/apache-2.0

Text_Summarization huggingface.co

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

Text_Summarization huggingface.co Url

https://huggingface.co/ThirdEyeData/Text_Summarization

ThirdEyeData Text_Summarization online free

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

ThirdEyeData Text_Summarization online free url in huggingface.co:

https://huggingface.co/ThirdEyeData/Text_Summarization

Text_Summarization install

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

Text_Summarization install url in huggingface.co:

https://huggingface.co/ThirdEyeData/Text_Summarization

Url of Text_Summarization

Text_Summarization huggingface.co Url

Provider of Text_Summarization huggingface.co

ThirdEyeData
ORGANIZATIONS
huggingface.co

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