adriansanz / 2404v3

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

Introduction of 2404v3

Model Details of 2404v3

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: 0.6453
  • Accuracy: 0.8309
  • Precision: 0.8362
  • Recall: 0.8309
  • F1: 0.8302
  • Ratio: 0.5631
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: 10
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 20
  • 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: 1
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Ratio
0.5106 0.1626 10 0.6599 0.8289 0.8500 0.8289 0.8262 0.3772
0.5228 0.3252 20 0.5642 0.8517 0.8517 0.8517 0.8517 0.5020
0.5035 0.4878 30 0.5669 0.8544 0.8554 0.8544 0.8543 0.4725
0.4325 0.6504 40 0.6077 0.8403 0.8442 0.8403 0.8398 0.4463
0.4902 0.8130 50 0.6391 0.8322 0.8369 0.8322 0.8316 0.5591
0.4774 0.9756 60 0.6453 0.8309 0.8362 0.8309 0.8302 0.5631
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz 2404v3 on huggingface.co

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

More Information About 2404v3 huggingface.co Model

2404v3 huggingface.co

2404v3 huggingface.co is an AI model on huggingface.co that provides 2404v3's model effect (), which can be used instantly with this adriansanz 2404v3 model. huggingface.co supports a free trial of the 2404v3 model, and also provides paid use of the 2404v3. Support call 2404v3 model through api, including Node.js, Python, http.

adriansanz 2404v3 online free

2404v3 huggingface.co is an online trial and call api platform, which integrates 2404v3's modeling effects, including api services, and provides a free online trial of 2404v3, you can try 2404v3 online for free by clicking the link below.

adriansanz 2404v3 online free url in huggingface.co:

https://huggingface.co/adriansanz/2404v3

2404v3 install

2404v3 is an open source model from GitHub that offers a free installation service, and any user can find 2404v3 on GitHub to install. At the same time, huggingface.co provides the effect of 2404v3 install, users can directly use 2404v3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

2404v3 install url in huggingface.co:

https://huggingface.co/adriansanz/2404v3

Url of 2404v3

Provider of 2404v3 huggingface.co

adriansanz
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