RishuD7 / t5_number_v4

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Model's Last Updated: August 21 2023
text-generation

Introduction of t5_number_v4

Model Details of t5_number_v4

t5_number_v4

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: 0.0049
  • Cer: 0.4112
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: 4e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Cer
No log 1.0 197 0.0116 0.6320
4.7961 2.0 394 0.0071 0.5152
0.0136 3.0 591 0.0063 0.5
0.0095 4.0 788 0.0058 0.4569
0.0074 5.0 985 0.0056 0.4518
0.0067 6.0 1182 0.0052 0.4365
0.0063 7.0 1379 0.0051 0.4315
0.006 8.0 1576 0.0050 0.4162
0.0056 9.0 1773 0.0049 0.4112
0.0053 10.0 1970 0.0049 0.4112
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.11.0
  • Tokenizers 0.13.3

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t5_number_v4 huggingface.co

t5_number_v4 huggingface.co is an AI model on huggingface.co that provides t5_number_v4's model effect (), which can be used instantly with this RishuD7 t5_number_v4 model. huggingface.co supports a free trial of the t5_number_v4 model, and also provides paid use of the t5_number_v4. Support call t5_number_v4 model through api, including Node.js, Python, http.

t5_number_v4 huggingface.co Url

https://huggingface.co/RishuD7/t5_number_v4

RishuD7 t5_number_v4 online free

t5_number_v4 huggingface.co is an online trial and call api platform, which integrates t5_number_v4's modeling effects, including api services, and provides a free online trial of t5_number_v4, you can try t5_number_v4 online for free by clicking the link below.

RishuD7 t5_number_v4 online free url in huggingface.co:

https://huggingface.co/RishuD7/t5_number_v4

t5_number_v4 install

t5_number_v4 is an open source model from GitHub that offers a free installation service, and any user can find t5_number_v4 on GitHub to install. At the same time, huggingface.co provides the effect of t5_number_v4 install, users can directly use t5_number_v4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

t5_number_v4 install url in huggingface.co:

https://huggingface.co/RishuD7/t5_number_v4

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