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coedit-base

jbochi / coedit-base

Run on huggingface.co
huggingface.co
Total runs: 247
24-hour runs: -16
7-day runs: 20
30-day runs: 152
Model's Last Updated: December 11 2023
text-generation

Introduction of coedit-base

Model Details of coedit-base

coedit-base

This model is a fine-tuned version of google/flan-t5-base on the CoEdIT dataset .

It achieves the following results on the evaluation set:

  • Loss: 0.5978
  • Rouge1: 60.5931
  • Rouge2: 48.0165
  • Rougel: 57.8997
  • Rougelsum: 57.9335
  • Gen Len: 16.6729
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: 10
  • eval_batch_size: 10
  • 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
0.7478 1.0 6908 0.6452 59.7569 46.3099 56.4301 56.4464 16.6268
0.7127 2.0 13816 0.6086 60.2082 47.27 57.2356 57.2531 16.6513
0.7136 3.0 20724 0.6059 60.3747 47.6257 57.595 57.6184 16.6349
0.7038 4.0 27632 0.5999 60.5075 47.7856 57.7316 57.7698 16.6735
0.6911 5.0 34540 0.5978 60.5931 48.0165 57.8997 57.9335 16.6729
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.7
  • Tokenizers 0.15.0

Runs of jbochi coedit-base on huggingface.co

247
Total runs
-16
24-hour runs
0
3-day runs
20
7-day runs
152
30-day runs

More Information About coedit-base huggingface.co Model

More coedit-base license Visit here:

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

coedit-base huggingface.co

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

coedit-base huggingface.co Url

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

jbochi coedit-base online free

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

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

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

coedit-base install

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

coedit-base install url in huggingface.co:

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

Url of coedit-base

coedit-base huggingface.co Url

Provider of coedit-base huggingface.co

jbochi
ORGANIZATIONS
huggingface.co

Other API from jbochi

 huggingface.co
jbochi/coedit-small

Total runs: 95
Run Growth: 18
Growth Rate: 18.95%
Updated:December 11 2023