gokuls / add_BERT_48_sst2

huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 7
30-day runs: 12
Model's Last Updated: June 16 2023
text-classification

Introduction of add_BERT_48_sst2

Model Details of add_BERT_48_sst2

add_BERT_48_sst2

This model is a fine-tuned version of gokuls/add_bert_12_layer_model_complete_training_new_48 on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4410
  • Accuracy: 0.8028
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: 128
  • eval_batch_size: 128
  • seed: 10
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4532 1.0 527 0.4410 0.8028
0.2621 2.0 1054 0.4674 0.8073
0.2037 3.0 1581 0.4985 0.8005
0.1699 4.0 2108 0.5998 0.7959
0.1441 5.0 2635 0.6110 0.7821
0.1238 6.0 3162 0.6674 0.8165
Framework versions
  • Transformers 4.30.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.13.0
  • Tokenizers 0.13.3

Runs of gokuls add_BERT_48_sst2 on huggingface.co

20
Total runs
0
24-hour runs
0
3-day runs
7
7-day runs
12
30-day runs

More Information About add_BERT_48_sst2 huggingface.co Model

add_BERT_48_sst2 huggingface.co

add_BERT_48_sst2 huggingface.co is an AI model on huggingface.co that provides add_BERT_48_sst2's model effect (), which can be used instantly with this gokuls add_BERT_48_sst2 model. huggingface.co supports a free trial of the add_BERT_48_sst2 model, and also provides paid use of the add_BERT_48_sst2. Support call add_BERT_48_sst2 model through api, including Node.js, Python, http.

add_BERT_48_sst2 huggingface.co Url

https://huggingface.co/gokuls/add_BERT_48_sst2

gokuls add_BERT_48_sst2 online free

add_BERT_48_sst2 huggingface.co is an online trial and call api platform, which integrates add_BERT_48_sst2's modeling effects, including api services, and provides a free online trial of add_BERT_48_sst2, you can try add_BERT_48_sst2 online for free by clicking the link below.

gokuls add_BERT_48_sst2 online free url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_48_sst2

add_BERT_48_sst2 install

add_BERT_48_sst2 is an open source model from GitHub that offers a free installation service, and any user can find add_BERT_48_sst2 on GitHub to install. At the same time, huggingface.co provides the effect of add_BERT_48_sst2 install, users can directly use add_BERT_48_sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

add_BERT_48_sst2 install url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_48_sst2

Url of add_BERT_48_sst2

add_BERT_48_sst2 huggingface.co Url

Provider of add_BERT_48_sst2 huggingface.co

gokuls
ORGANIZATIONS

Other API from gokuls

huggingface.co

Total runs: 9.7K
Run Growth: 9.6K
Growth Rate: 98.90%
Updated:September 25 2022
huggingface.co

Total runs: 28
Run Growth: 16
Growth Rate: 59.26%
Updated:March 02 2023
huggingface.co

Total runs: 27
Run Growth: 18
Growth Rate: 66.67%
Updated:March 02 2023
huggingface.co

Total runs: 24
Run Growth: 8
Growth Rate: 33.33%
Updated:March 02 2023
huggingface.co

Total runs: 22
Run Growth: 4
Growth Rate: 18.18%
Updated:March 02 2023