adriansanz / 2404v1

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: 2024年4月24日
text-classification

Introduction of 2404v1

Model Details of 2404v1

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: 0.6733
  • Accuracy: 0.8109
  • Precision: 0.8127
  • Recall: 0.8109
  • F1: 0.8107
  • Ratio: 0.5378
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: 2
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1 Ratio
3.8156 0.1626 10 1.9553 0.5378 0.5507 0.5378 0.5064 0.7521
1.3339 0.3252 20 1.2090 0.5546 0.5548 0.5546 0.5543 0.5252
1.103 0.4878 30 0.9577 0.5588 0.5588 0.5588 0.5588 0.5042
0.9108 0.6504 40 0.8881 0.5714 0.5770 0.5714 0.5635 0.6345
0.8716 0.8130 50 0.8426 0.6387 0.6563 0.6387 0.6282 0.6681
0.844 0.9756 60 0.7948 0.7017 0.7233 0.7017 0.6943 0.3445
0.7816 1.1382 70 0.7715 0.7227 0.7660 0.7227 0.7109 0.7017
0.7406 1.3008 80 0.7040 0.8067 0.8099 0.8067 0.8062 0.5504
0.6764 1.4634 90 0.6954 0.8025 0.8104 0.8025 0.8013 0.5798
0.7306 1.6260 100 0.6933 0.8109 0.8209 0.8109 0.8094 0.5882
0.6736 1.7886 110 0.6763 0.8067 0.8089 0.8067 0.8064 0.5420
0.714 1.9512 120 0.6733 0.8109 0.8127 0.8109 0.8107 0.5378
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of adriansanz 2404v1 on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
2
30-day runs

More Information About 2404v1 huggingface.co Model

2404v1 huggingface.co

2404v1 huggingface.co is an AI model on huggingface.co that provides 2404v1's model effect (), which can be used instantly with this adriansanz 2404v1 model. huggingface.co supports a free trial of the 2404v1 model, and also provides paid use of the 2404v1. Support call 2404v1 model through api, including Node.js, Python, http.

adriansanz 2404v1 online free

2404v1 huggingface.co is an online trial and call api platform, which integrates 2404v1's modeling effects, including api services, and provides a free online trial of 2404v1, you can try 2404v1 online for free by clicking the link below.

adriansanz 2404v1 online free url in huggingface.co:

https://huggingface.co/adriansanz/2404v1

2404v1 install

2404v1 is an open source model from GitHub that offers a free installation service, and any user can find 2404v1 on GitHub to install. At the same time, huggingface.co provides the effect of 2404v1 install, users can directly use 2404v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

2404v1 install url in huggingface.co:

https://huggingface.co/adriansanz/2404v1

Url of 2404v1

Provider of 2404v1 huggingface.co

adriansanz
ORGANIZATIONS

Other API from adriansanz

huggingface.co

Total runs: 101
Run Growth: 0
Growth Rate: 0.00%
Updated:2024年8月30日
huggingface.co

Total runs: 89
Run Growth: 31
Growth Rate: 29.81%
Updated:2024年9月3日
huggingface.co

Total runs: 85
Run Growth: 0
Growth Rate: 0.00%
Updated:2024年9月12日
huggingface.co

Total runs: 79
Run Growth: 9
Growth Rate: 11.39%
Updated:2024年9月12日
huggingface.co

Total runs: 24
Run Growth: 5
Growth Rate: 20.00%
Updated:2024年4月22日
huggingface.co

Total runs: 24
Run Growth: 5
Growth Rate: 20.00%
Updated:2024年4月18日
huggingface.co

Total runs: 22
Run Growth: 4
Growth Rate: 16.67%
Updated:2024年4月18日
huggingface.co

Total runs: 17
Run Growth: 10
Growth Rate: 62.50%
Updated:2024年10月22日
huggingface.co

Total runs: 15
Run Growth: 10
Growth Rate: 66.67%
Updated:2024年10月24日
huggingface.co

Total runs: 14
Run Growth: 8
Growth Rate: 50.00%
Updated:2024年4月24日
huggingface.co

Total runs: 13
Run Growth: 9
Growth Rate: 69.23%
Updated:2024年10月22日
huggingface.co

Total runs: 12
Run Growth: 5
Growth Rate: 41.67%
Updated:2024年6月9日
huggingface.co

Total runs: 12
Run Growth: 0
Growth Rate: 0.00%
Updated:2024年10月1日
huggingface.co

Total runs: 11
Run Growth: 2
Growth Rate: 16.67%
Updated:2024年11月12日
huggingface.co

Total runs: 11
Run Growth: 4
Growth Rate: 36.36%
Updated:2024年4月24日
huggingface.co

Total runs: 11
Run Growth: -9
Growth Rate: -75.00%
Updated:2024年9月30日
huggingface.co

Total runs: 9
Run Growth: 3
Growth Rate: 33.33%
Updated:2024年5月21日
huggingface.co

Total runs: 9
Run Growth: 4
Growth Rate: 44.44%
Updated:2024年4月24日
huggingface.co

Total runs: 9
Run Growth: 1
Growth Rate: 11.11%
Updated:2024年10月24日
huggingface.co

Total runs: 9
Run Growth: 4
Growth Rate: 44.44%
Updated:2024年11月12日
huggingface.co

Total runs: 8
Run Growth: -2
Growth Rate: -22.22%
Updated:2024年4月24日