lenguist / longformer-coherence-synthetic-classifier

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Total runs: 149
24-hour runs: -3
7-day runs: 5
30-day runs: 125
Model's Last Updated: Diciembre 15 2023
text-classification

Introduction of longformer-coherence-synthetic-classifier

Model Details of longformer-coherence-synthetic-classifier

longformer-coherence-synthetic-classifier

This model is a fine-tuned version of allenai/longformer-base-4096 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0289
  • Accuracy: 0.9945
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: 1
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 4
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.0646 1.0 2000 0.0289 0.9945
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of lenguist longformer-coherence-synthetic-classifier on huggingface.co

149
Total runs
-3
24-hour runs
-8
3-day runs
5
7-day runs
125
30-day runs

More Information About longformer-coherence-synthetic-classifier huggingface.co Model

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longformer-coherence-synthetic-classifier huggingface.co

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

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lenguist longformer-coherence-synthetic-classifier online free

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longformer-coherence-synthetic-classifier install

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

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