ajrayman / Imagination_binary

huggingface.co
Total runs: 131
24-hour runs: 0
7-day runs: 3
30-day runs: 124
Model's Last Updated: September 03 2026
text-classification

Introduction of Imagination_binary

Model Details of Imagination_binary

Imagination_binary

This model is a fine-tuned version of roberta-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6546
  • Accuracy: 0.6489
  • Precision: 0.6081
  • Recall: 0.5240
  • F1: 0.5629
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 157 0.6573 0.6162 0.6136 0.2989 0.4020
No log 2.0 314 0.6398 0.6346 0.6407 0.3487 0.4516
No log 3.0 471 0.6546 0.6489 0.6081 0.5240 0.5629
Framework versions
  • Transformers 4.44.1
  • Pytorch 1.11.0
  • Datasets 2.12.0
  • Tokenizers 0.19.1

Runs of ajrayman Imagination_binary on huggingface.co

131
Total runs
0
24-hour runs
1
3-day runs
3
7-day runs
124
30-day runs

More Information About Imagination_binary huggingface.co Model

More Imagination_binary license Visit here:

https://choosealicense.com/licenses/mit

Imagination_binary huggingface.co

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

Imagination_binary huggingface.co Url

https://huggingface.co/ajrayman/Imagination_binary

ajrayman Imagination_binary online free

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

ajrayman Imagination_binary online free url in huggingface.co:

https://huggingface.co/ajrayman/Imagination_binary

Imagination_binary install

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

Imagination_binary install url in huggingface.co:

https://huggingface.co/ajrayman/Imagination_binary

Url of Imagination_binary

Imagination_binary huggingface.co Url

Provider of Imagination_binary huggingface.co

ajrayman
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