WillHeld / t5-small-pointer-cstop_artificial

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 06 2022
text2text-generation

Introduction of t5-small-pointer-cstop_artificial

Model Details of t5-small-pointer-cstop_artificial

t5-small-pointer-cstop_artificial

This model is a fine-tuned version of google/mt5-small on the cstop_artificial dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0816
  • Exact Match: 0.8050
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: 0.001
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 512
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 3000
Training results
Training Loss Epoch Step Validation Loss Exact Match
2.08 28.5 200 0.3320 0.0376
0.272 57.13 400 0.1084 0.2630
0.0789 85.63 600 0.0830 0.3184
0.0355 114.25 800 0.0816 0.3363
0.0207 142.75 1000 0.0868 0.3292
0.014 171.38 1200 0.0952 0.3399
0.0099 199.88 1400 0.1089 0.3381
0.0076 228.5 1600 0.1104 0.3381
0.0057 257.13 1800 0.1153 0.3292
0.0048 285.63 2000 0.1153 0.3327
0.004 314.25 2200 0.1206 0.3363
0.0032 342.75 2400 0.1229 0.3363
0.0028 371.38 2600 0.1268 0.3381
0.0023 399.88 2800 0.1288 0.3399
0.002 428.5 3000 0.1292 0.3399
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.13.0+cu117
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of WillHeld t5-small-pointer-cstop_artificial on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About t5-small-pointer-cstop_artificial huggingface.co Model

More t5-small-pointer-cstop_artificial license Visit here:

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

t5-small-pointer-cstop_artificial huggingface.co

t5-small-pointer-cstop_artificial huggingface.co is an AI model on huggingface.co that provides t5-small-pointer-cstop_artificial's model effect (), which can be used instantly with this WillHeld t5-small-pointer-cstop_artificial model. huggingface.co supports a free trial of the t5-small-pointer-cstop_artificial model, and also provides paid use of the t5-small-pointer-cstop_artificial. Support call t5-small-pointer-cstop_artificial model through api, including Node.js, Python, http.

t5-small-pointer-cstop_artificial huggingface.co Url

https://huggingface.co/WillHeld/t5-small-pointer-cstop_artificial

WillHeld t5-small-pointer-cstop_artificial online free

t5-small-pointer-cstop_artificial huggingface.co is an online trial and call api platform, which integrates t5-small-pointer-cstop_artificial's modeling effects, including api services, and provides a free online trial of t5-small-pointer-cstop_artificial, you can try t5-small-pointer-cstop_artificial online for free by clicking the link below.

WillHeld t5-small-pointer-cstop_artificial online free url in huggingface.co:

https://huggingface.co/WillHeld/t5-small-pointer-cstop_artificial

t5-small-pointer-cstop_artificial install

t5-small-pointer-cstop_artificial is an open source model from GitHub that offers a free installation service, and any user can find t5-small-pointer-cstop_artificial on GitHub to install. At the same time, huggingface.co provides the effect of t5-small-pointer-cstop_artificial install, users can directly use t5-small-pointer-cstop_artificial installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

t5-small-pointer-cstop_artificial install url in huggingface.co:

https://huggingface.co/WillHeld/t5-small-pointer-cstop_artificial

Url of t5-small-pointer-cstop_artificial

t5-small-pointer-cstop_artificial huggingface.co Url

Provider of t5-small-pointer-cstop_artificial huggingface.co

WillHeld
ORGANIZATIONS

Other API from WillHeld

huggingface.co

Total runs: 96
Run Growth: 91
Growth Rate: 94.79%
Updated:April 21 2024
huggingface.co

Total runs: 13
Run Growth: 1
Growth Rate: 7.69%
Updated:November 12 2024
huggingface.co

Total runs: 4
Run Growth: -133
Growth Rate: -3325.00%
Updated:October 23 2025
huggingface.co

Total runs: 2
Run Growth: -1
Growth Rate: -50.00%
Updated:March 27 2024
huggingface.co

Total runs: 1
Run Growth: 0
Growth Rate: 0.00%
Updated:April 11 2024
huggingface.co

Total runs: 1
Run Growth: 0
Growth Rate: 0.00%
Updated:April 05 2024