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tiny-classification-fast

Elytum / tiny-classification-fast

Run on huggingface.co
huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: February 10 2023
text-classification

Introduction of tiny-classification-fast

Model Details of tiny-classification-fast

tiny-classification-fast

This model is a fine-tuned version of cross-encoder/ms-marco-TinyBERT-L-2-v2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8673
  • Accuracy: 0.7786
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: 2e-05
  • train_batch_size: 64
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.9077 1.0 785 1.0466 0.7482
1.0061 2.0 1570 0.8673 0.7786
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu117
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of Elytum tiny-classification-fast on huggingface.co

2
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
-1
30-day runs

More Information About tiny-classification-fast huggingface.co Model

More tiny-classification-fast license Visit here:

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

tiny-classification-fast huggingface.co

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

tiny-classification-fast huggingface.co Url

https://huggingface.co/Elytum/tiny-classification-fast

Elytum tiny-classification-fast online free

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

Elytum tiny-classification-fast online free url in huggingface.co:

https://huggingface.co/Elytum/tiny-classification-fast

tiny-classification-fast install

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

tiny-classification-fast install url in huggingface.co:

https://huggingface.co/Elytum/tiny-classification-fast

Url of tiny-classification-fast

tiny-classification-fast huggingface.co Url

Provider of tiny-classification-fast huggingface.co

Elytum
ORGANIZATIONS
huggingface.co

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