luigisaetta / sentiment_ita

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 0
30-day runs: -5
Model's Last Updated: November 26 2023
text-classification

Introduction of sentiment_ita

Model Details of sentiment_ita

sentiment_ita

This model is a fine-tuned version of neuraly/bert-base-italian-cased-sentiment on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6301
  • Accuracy: 0.6903
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: 48
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 600
  • num_epochs: 14
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.5002 1.67 100 0.9894 0.6460
0.6959 3.33 200 0.7681 0.6726
0.5325 5.0 300 0.7615 0.6962
0.349 6.67 400 0.8867 0.6932
0.1798 8.33 500 1.1361 0.6873
0.0983 10.0 600 1.3994 0.6962
0.0412 11.67 700 1.5411 0.7109
0.0293 13.33 800 1.6301 0.6903
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.0.1
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of luigisaetta sentiment_ita on huggingface.co

10
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
-5
30-day runs

More Information About sentiment_ita huggingface.co Model

More sentiment_ita license Visit here:

https://choosealicense.com/licenses/mit

sentiment_ita huggingface.co

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

luigisaetta sentiment_ita online free

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

luigisaetta sentiment_ita online free url in huggingface.co:

https://huggingface.co/luigisaetta/sentiment_ita

sentiment_ita install

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

sentiment_ita install url in huggingface.co:

https://huggingface.co/luigisaetta/sentiment_ita

Url of sentiment_ita

Provider of sentiment_ita huggingface.co

luigisaetta
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