adriansanz / test23042024

huggingface.co
Total runs: 31
24-hour runs: 0
7-day runs: 4
30-day runs: 16
Model's Last Updated: April 24 2024
zero-shot-classification

Introduction of test23042024

Model Details of test23042024

stocks

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: 0.7709
  • Accuracy: 0.7875
  • Precision: 0.5276
  • Recall: 0.5256
  • F1: 0.5261
  • Ratio: 0.5083
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: 4
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 8
  • 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: 2
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Ratio
3.4508 0.1429 10 1.7714 0.5625 0.3772 0.3755 0.3758 0.5167
1.3131 0.2857 20 1.2703 0.6083 0.6073 0.6066 0.6066 0.4542
1.0393 0.4286 30 0.9366 0.6625 0.6623 0.6603 0.6604 0.4417
0.8129 0.5714 40 0.8434 0.7167 0.7179 0.7179 0.7167 0.5208
0.816 0.7143 50 0.9037 0.7042 0.7447 0.7122 0.6961 0.6833
0.7914 0.8571 60 0.7575 0.7583 0.7586 0.7569 0.7573 0.4542
0.7873 1.0 70 0.7795 0.75 0.7709 0.7555 0.7475 0.6208
0.6177 1.1429 80 0.7027 0.7917 0.7914 0.7910 0.7911 0.4708
0.5429 1.2857 90 0.7100 0.7917 0.7915 0.792 0.7915 0.4958
0.5314 1.4286 100 0.7451 0.7875 0.5276 0.5256 0.5261 0.5083
0.5945 1.5714 110 0.7605 0.8 0.5358 0.5324 0.5338 0.4542
0.661 1.7143 120 0.7722 0.7792 0.5215 0.5195 0.5204 0.4917
0.6144 1.8571 130 0.7688 0.7875 0.5273 0.5253 0.5260 0.5
0.5695 2.0 140 0.7709 0.7875 0.5276 0.5256 0.5261 0.5083
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.1.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz test23042024 on huggingface.co

31
Total runs
0
24-hour runs
2
3-day runs
4
7-day runs
16
30-day runs

More Information About test23042024 huggingface.co Model

More test23042024 license Visit here:

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test23042024 huggingface.co

test23042024 huggingface.co is an AI model on huggingface.co that provides test23042024's model effect (), which can be used instantly with this adriansanz test23042024 model. huggingface.co supports a free trial of the test23042024 model, and also provides paid use of the test23042024. Support call test23042024 model through api, including Node.js, Python, http.

adriansanz test23042024 online free

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adriansanz test23042024 online free url in huggingface.co:

https://huggingface.co/adriansanz/test23042024

test23042024 install

test23042024 is an open source model from GitHub that offers a free installation service, and any user can find test23042024 on GitHub to install. At the same time, huggingface.co provides the effect of test23042024 install, users can directly use test23042024 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

test23042024 install url in huggingface.co:

https://huggingface.co/adriansanz/test23042024

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adriansanz
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