aomar85 / Marbert_concatenatewithPrompt-fold4

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Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: -16
Model's Last Updated: January 27 2026
text-classification

Introduction of Marbert_concatenatewithPrompt-fold4

Model Details of Marbert_concatenatewithPrompt-fold4

Marbert_concatenatewithPrompt-fold4

This model is a fine-tuned version of UBC-NLP/MARBERTv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4593
  • Accuracy: 0.8512
  • Macro F1: 0.8513
  • Weighted F1: 0.8511
  • F1 Pro: 0.8772
  • F1 Against: 0.8276
  • F1 Neutral: 0.8491
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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Macro F1 Weighted F1 F1 Pro F1 Against F1 Neutral
1.0382 1.1628 50 0.7479 0.75 0.7498 0.7488 0.8077 0.6857 0.7559
0.6566 2.3256 100 0.5272 0.8333 0.8312 0.8302 0.8644 0.7843 0.8448
0.4143 3.4884 150 0.4593 0.8512 0.8513 0.8511 0.8772 0.8276 0.8491
0.2816 4.6512 200 0.4628 0.8393 0.8393 0.8389 0.875 0.8036 0.8393
Framework versions
  • Transformers 4.57.6
  • Pytorch 2.9.0+cu126
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 Marbert_concatenatewithPrompt-fold4 on huggingface.co

4
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More Information About Marbert_concatenatewithPrompt-fold4 huggingface.co Model

Marbert_concatenatewithPrompt-fold4 huggingface.co

Marbert_concatenatewithPrompt-fold4 huggingface.co is an AI model on huggingface.co that provides Marbert_concatenatewithPrompt-fold4's model effect (), which can be used instantly with this aomar85 Marbert_concatenatewithPrompt-fold4 model. huggingface.co supports a free trial of the Marbert_concatenatewithPrompt-fold4 model, and also provides paid use of the Marbert_concatenatewithPrompt-fold4. Support call Marbert_concatenatewithPrompt-fold4 model through api, including Node.js, Python, http.

Marbert_concatenatewithPrompt-fold4 huggingface.co Url

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aomar85 Marbert_concatenatewithPrompt-fold4 online free

Marbert_concatenatewithPrompt-fold4 huggingface.co is an online trial and call api platform, which integrates Marbert_concatenatewithPrompt-fold4's modeling effects, including api services, and provides a free online trial of Marbert_concatenatewithPrompt-fold4, you can try Marbert_concatenatewithPrompt-fold4 online for free by clicking the link below.

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https://huggingface.co/aomar85/Marbert_concatenatewithPrompt-fold4

Marbert_concatenatewithPrompt-fold4 install

Marbert_concatenatewithPrompt-fold4 is an open source model from GitHub that offers a free installation service, and any user can find Marbert_concatenatewithPrompt-fold4 on GitHub to install. At the same time, huggingface.co provides the effect of Marbert_concatenatewithPrompt-fold4 install, users can directly use Marbert_concatenatewithPrompt-fold4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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