BEE-spoke-data / roberta-base-description2genre

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: -2
30-day runs: 1
Model's Last Updated: December 29 2025
text-classification

Introduction of roberta-base-description2genre

Model Details of roberta-base-description2genre

BEE-spoke-data/roberta-base-description2genre

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2130
  • F1: 0.6717
Model description

This classifies one or more genre labels in a multi-label setting for a given book description .

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 4e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-10
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.04
  • num_epochs: 6.0
Training results
Training Loss Epoch Step Validation Loss F1
0.3118 1.0 62 0.2885 0.3362
0.2676 2.0 124 0.2511 0.4882
0.2325 3.0 186 0.2272 0.6093
0.2127 4.0 248 0.2181 0.6591
0.1978 5.0 310 0.2140 0.6686
0.1817 6.0 372 0.2130 0.6717
Framework versions
  • Transformers 4.33.3
  • Pytorch 2.2.0.dev20231001+cu121
  • Datasets 2.14.5
  • Tokenizers 0.13.3

Runs of BEE-spoke-data roberta-base-description2genre on huggingface.co

17
Total runs
0
24-hour runs
1
3-day runs
-2
7-day runs
1
30-day runs

More Information About roberta-base-description2genre huggingface.co Model

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roberta-base-description2genre huggingface.co is an AI model on huggingface.co that provides roberta-base-description2genre's model effect (), which can be used instantly with this BEE-spoke-data roberta-base-description2genre model. huggingface.co supports a free trial of the roberta-base-description2genre model, and also provides paid use of the roberta-base-description2genre. Support call roberta-base-description2genre model through api, including Node.js, Python, http.

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https://huggingface.co/BEE-spoke-data/roberta-base-description2genre

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https://huggingface.co/BEE-spoke-data/roberta-base-description2genre

roberta-base-description2genre install

roberta-base-description2genre is an open source model from GitHub that offers a free installation service, and any user can find roberta-base-description2genre on GitHub to install. At the same time, huggingface.co provides the effect of roberta-base-description2genre install, users can directly use roberta-base-description2genre installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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