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coedit-small

jbochi / coedit-small

Run on huggingface.co
huggingface.co
Total runs: 97
24-hour runs: 0
7-day runs: -3
30-day runs: 9
Model's Last Updated: December 11 2023
text-generation

Introduction of coedit-small

Model Details of coedit-small

coedit-small

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

  • Loss: 0.8242
  • Rouge1: 58.7504
  • Rouge2: 45.1374
  • Rougel: 55.4161
  • Rougelsum: 55.4599
  • Gen Len: 16.5245
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: 1e-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: 5
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
0.9482 1.0 4317 0.8878 58.4501 44.2623 54.4468 54.51 16.5088
0.9155 2.0 8634 0.8485 58.6609 44.7759 54.9844 55.0503 16.5339
0.8964 3.0 12951 0.8402 58.712 44.9838 55.2171 55.2697 16.5251
0.9049 4.0 17268 0.8305 58.7767 45.1325 55.3955 55.4522 16.5181
0.8948 5.0 21585 0.8242 58.7504 45.1374 55.4161 55.4599 16.5245
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.7
  • Tokenizers 0.15.0

Runs of jbochi coedit-small on huggingface.co

97
Total runs
0
24-hour runs
-4
3-day runs
-3
7-day runs
9
30-day runs

More Information About coedit-small huggingface.co Model

More coedit-small license Visit here:

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

coedit-small huggingface.co

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

coedit-small huggingface.co Url

https://huggingface.co/jbochi/coedit-small

jbochi coedit-small online free

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

jbochi coedit-small online free url in huggingface.co:

https://huggingface.co/jbochi/coedit-small

coedit-small install

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

coedit-small install url in huggingface.co:

https://huggingface.co/jbochi/coedit-small

Url of coedit-small

coedit-small huggingface.co Url

Provider of coedit-small huggingface.co

jbochi
ORGANIZATIONS
huggingface.co

Other API from jbochi

 huggingface.co
jbochi/coedit-base

Total runs: 271
Run Growth: 143
Growth Rate: 52.77%
Updated:December 11 2023