adriansanz / 2504v2

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: 1
Model's Last Updated: April 25 2024
text-classification

Introduction of 2504v2

Model Details of 2504v2

2504v2

This model is a fine-tuned version of projecte-aina/roberta-base-ca-v2-cased-te on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6769
  • Accuracy: 0.8655
  • Precision: 0.8660
  • Recall: 0.8655
  • F1: 0.8655
  • Ratio: 0.5168
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 3
  • total_train_batch_size: 48
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.06
  • lr_scheduler_warmup_steps: 4
  • num_epochs: 10
  • label_smoothing_factor: 0.2
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Ratio
4.1824 0.3896 10 2.4179 0.5084 0.3727 0.3389 0.3212 0.7479
1.997 0.7792 20 1.6877 0.5462 0.5489 0.5462 0.5398 0.3824
1.4096 1.1688 30 1.2832 0.5924 0.5939 0.5924 0.5908 0.5630
1.1296 1.5584 40 1.1040 0.6176 0.6187 0.6176 0.6168 0.5462
1.0408 1.9481 50 0.9666 0.7227 0.7292 0.7227 0.7207 0.5840
0.9242 2.3377 60 0.8829 0.7815 0.7816 0.7815 0.7815 0.4916
0.8948 2.7273 70 0.8146 0.7899 0.7940 0.7899 0.7892 0.4412
0.842 3.1169 80 0.7745 0.7941 0.8101 0.7941 0.7914 0.6134
0.7715 3.5065 90 0.7244 0.8277 0.8279 0.8277 0.8277 0.4874
0.7361 3.8961 100 0.7224 0.8151 0.8243 0.8151 0.8138 0.5840
0.7115 4.2857 110 0.7004 0.8403 0.8407 0.8403 0.8403 0.5168
0.7076 4.6753 120 0.6940 0.8403 0.8407 0.8403 0.8403 0.4832
0.7026 5.0649 130 0.6936 0.8487 0.8491 0.8487 0.8487 0.5168
0.6717 5.4545 140 0.6912 0.8571 0.8581 0.8571 0.8571 0.4748
0.7166 5.8442 150 0.6867 0.8571 0.8575 0.8571 0.8571 0.5168
0.6606 6.2338 160 0.6812 0.8613 0.8616 0.8613 0.8613 0.4874
0.6939 6.6234 170 0.6747 0.8613 0.8614 0.8613 0.8613 0.4958
0.6609 7.0130 180 0.6744 0.8613 0.8616 0.8613 0.8613 0.5126
0.6388 7.4026 190 0.6790 0.8529 0.8532 0.8529 0.8529 0.5126
0.6435 7.7922 200 0.6840 0.8571 0.8572 0.8571 0.8571 0.5084
0.6534 8.1818 210 0.6828 0.8571 0.8571 0.8571 0.8571 0.5
0.6552 8.5714 220 0.6818 0.8655 0.8660 0.8655 0.8655 0.5168
0.646 8.9610 230 0.6788 0.8655 0.8660 0.8655 0.8655 0.5168
0.6443 9.3506 240 0.6770 0.8655 0.8660 0.8655 0.8655 0.5168
0.6418 9.7403 250 0.6769 0.8655 0.8660 0.8655 0.8655 0.5168
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz 2504v2 on huggingface.co

9
Total runs
0
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0
3-day runs
1
7-day runs
1
30-day runs

More Information About 2504v2 huggingface.co Model

2504v2 huggingface.co

2504v2 huggingface.co is an AI model on huggingface.co that provides 2504v2's model effect (), which can be used instantly with this adriansanz 2504v2 model. huggingface.co supports a free trial of the 2504v2 model, and also provides paid use of the 2504v2. Support call 2504v2 model through api, including Node.js, Python, http.

adriansanz 2504v2 online free

2504v2 huggingface.co is an online trial and call api platform, which integrates 2504v2's modeling effects, including api services, and provides a free online trial of 2504v2, you can try 2504v2 online for free by clicking the link below.

adriansanz 2504v2 online free url in huggingface.co:

https://huggingface.co/adriansanz/2504v2

2504v2 install

2504v2 is an open source model from GitHub that offers a free installation service, and any user can find 2504v2 on GitHub to install. At the same time, huggingface.co provides the effect of 2504v2 install, users can directly use 2504v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

2504v2 install url in huggingface.co:

https://huggingface.co/adriansanz/2504v2

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Provider of 2504v2 huggingface.co

adriansanz
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