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ernietask1

MohammadKarami / ernietask1

Run on huggingface.co
huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: June 10 2024
text-classification

Introduction of ernietask1

Model Details of ernietask1

Model

This model is a fine-tuned version of susnato/ernie-m-base_pytorch on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6189
  • F1: 0.9294
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: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
0.2019 1.0 1500 0.1825 0.9304
0.1199 2.0 3000 0.3103 0.8986
0.085 3.0 4500 0.2546 0.9268
0.0516 4.0 6000 0.3140 0.9387
0.0281 5.0 7500 0.6603 0.9022
0.0142 6.0 9000 0.8612 0.8931
0.0068 7.0 10500 0.5700 0.9332
0.002 8.0 12000 0.6189 0.9294
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1

Runs of MohammadKarami ernietask1 on huggingface.co

1
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About ernietask1 huggingface.co Model

More ernietask1 license Visit here:

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

ernietask1 huggingface.co

ernietask1 huggingface.co is an AI model on huggingface.co that provides ernietask1's model effect (), which can be used instantly with this MohammadKarami ernietask1 model. huggingface.co supports a free trial of the ernietask1 model, and also provides paid use of the ernietask1. Support call ernietask1 model through api, including Node.js, Python, http.

ernietask1 huggingface.co Url

https://huggingface.co/MohammadKarami/ernietask1

MohammadKarami ernietask1 online free

ernietask1 huggingface.co is an online trial and call api platform, which integrates ernietask1's modeling effects, including api services, and provides a free online trial of ernietask1, you can try ernietask1 online for free by clicking the link below.

MohammadKarami ernietask1 online free url in huggingface.co:

https://huggingface.co/MohammadKarami/ernietask1

ernietask1 install

ernietask1 is an open source model from GitHub that offers a free installation service, and any user can find ernietask1 on GitHub to install. At the same time, huggingface.co provides the effect of ernietask1 install, users can directly use ernietask1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ernietask1 install url in huggingface.co:

https://huggingface.co/MohammadKarami/ernietask1

Url of ernietask1

Provider of ernietask1 huggingface.co

MohammadKarami
ORGANIZATIONS
huggingface.co

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