BEE-spoke-data / language-perceiver-title2genre

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 0
30-day runs: 3
Model's Last Updated: December 29 2025
text-classification

Introduction of language-perceiver-title2genre

Model Details of language-perceiver-title2genre

language-perceiver for title-genre classification

This model is a fine-tuned version of deepmind/language-perceiver on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2832
  • F1: 0.5108
Model description

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

The 'standard' way of interpreting the predictions is that the predicted labels for a given example are only the ones with a greater than 50% probability.

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8.0
Training results
Training Loss Epoch Step Validation Loss F1
0.3059 1.0 62 0.2893 0.3263
0.2879 2.0 124 0.2795 0.4290
0.2729 3.0 186 0.2730 0.4356
0.2606 4.0 248 0.2722 0.4590
0.2433 5.0 310 0.2747 0.4775
0.227 6.0 372 0.2777 0.4976
0.207 7.0 434 0.2814 0.5088
0.1969 8.0 496 0.2832 0.5108
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 language-perceiver-title2genre on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
3
30-day runs

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language-perceiver-title2genre huggingface.co is an AI model on huggingface.co that provides language-perceiver-title2genre's model effect (), which can be used instantly with this BEE-spoke-data language-perceiver-title2genre model. huggingface.co supports a free trial of the language-perceiver-title2genre model, and also provides paid use of the language-perceiver-title2genre. Support call language-perceiver-title2genre model through api, including Node.js, Python, http.

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language-perceiver-title2genre install

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