adriansanz / test11_balanced_50ep

huggingface.co
Total runs: 9
24-hour runs: 4
7-day runs: 4
30-day runs: 4
Model's Last Updated: April 09 2024
text-classification

Introduction of test11_balanced_50ep

Model Details of test11_balanced_50ep

test11_balanced_50ep

This model is a fine-tuned version of ibaucells/RoBERTa-ca-CaWikiTC on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0764
  • Accuracy: 0.5294
  • F1: 0.5256
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: 10
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
2.8494 1.0 70 2.8328 0.0588 0.0065
2.8418 2.0 140 2.8317 0.0588 0.0067
2.8254 3.0 210 2.8274 0.0647 0.0110
2.8363 4.0 280 2.8299 0.0529 0.0233
2.8395 5.0 350 2.8267 0.0765 0.0465
2.8157 6.0 420 2.8273 0.0824 0.0654
2.7264 7.0 490 2.7849 0.1059 0.0680
2.6251 8.0 560 2.7422 0.1529 0.0842
2.5134 9.0 630 2.6863 0.1412 0.0848
2.4186 10.0 700 2.6497 0.1765 0.1244
2.3482 11.0 770 2.6209 0.1471 0.0887
2.1749 12.0 840 2.6347 0.1529 0.1056
2.1659 13.0 910 2.5642 0.2176 0.1774
1.9836 14.0 980 2.5690 0.2294 0.1915
1.9313 15.0 1050 2.5759 0.2588 0.2225
1.7556 16.0 1120 2.5060 0.2529 0.2016
1.6241 17.0 1190 2.3977 0.3353 0.3119
1.5035 18.0 1260 2.4009 0.3059 0.2652
1.4646 19.0 1330 2.2717 0.3824 0.3651
1.3803 20.0 1400 2.3232 0.3529 0.3405
1.2347 21.0 1470 2.2476 0.3941 0.3904
1.1416 22.0 1540 2.2397 0.3706 0.3551
1.0879 23.0 1610 2.2348 0.3588 0.3546
0.9444 24.0 1680 2.1676 0.4118 0.4154
0.8462 25.0 1750 2.0285 0.4824 0.4928
0.7912 26.0 1820 2.0156 0.4765 0.4724
0.7106 27.0 1890 2.0294 0.4882 0.4871
0.6734 28.0 1960 2.0707 0.4588 0.4588
0.571 29.0 2030 1.9563 0.5059 0.5114
0.5605 30.0 2100 1.9666 0.5176 0.5124
0.474 31.0 2170 1.9746 0.5118 0.5187
0.4498 32.0 2240 2.0250 0.5059 0.5016
0.3727 33.0 2310 1.9343 0.5294 0.5366
0.4182 34.0 2380 1.9686 0.5176 0.5163
0.3712 35.0 2450 1.9111 0.5294 0.5329
0.3055 36.0 2520 1.8849 0.5353 0.5365
0.2612 37.0 2590 2.0725 0.5235 0.5175
0.2258 38.0 2660 1.9393 0.5294 0.5290
0.175 39.0 2730 1.9869 0.5294 0.5265
0.1632 40.0 2800 2.0229 0.5118 0.5090
0.2105 41.0 2870 1.9864 0.5176 0.5151
0.173 42.0 2940 2.0138 0.5294 0.5278
0.1341 43.0 3010 2.0270 0.5529 0.5473
0.1599 44.0 3080 2.0372 0.5412 0.5376
0.1529 45.0 3150 2.0411 0.5412 0.5353
0.1248 46.0 3220 2.0776 0.5235 0.5213
0.1761 47.0 3290 2.0376 0.5294 0.5271
0.134 48.0 3360 2.0721 0.5294 0.5256
0.1014 49.0 3430 2.0854 0.5294 0.5247
0.1106 50.0 3500 2.0764 0.5294 0.5256
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of adriansanz test11_balanced_50ep on huggingface.co

9
Total runs
4
24-hour runs
4
3-day runs
4
7-day runs
4
30-day runs

More Information About test11_balanced_50ep huggingface.co Model

More test11_balanced_50ep license Visit here:

https://choosealicense.com/licenses/apache-2.0

test11_balanced_50ep huggingface.co

test11_balanced_50ep huggingface.co is an AI model on huggingface.co that provides test11_balanced_50ep's model effect (), which can be used instantly with this adriansanz test11_balanced_50ep model. huggingface.co supports a free trial of the test11_balanced_50ep model, and also provides paid use of the test11_balanced_50ep. Support call test11_balanced_50ep model through api, including Node.js, Python, http.

test11_balanced_50ep huggingface.co Url

https://huggingface.co/adriansanz/test11_balanced_50ep

adriansanz test11_balanced_50ep online free

test11_balanced_50ep huggingface.co is an online trial and call api platform, which integrates test11_balanced_50ep's modeling effects, including api services, and provides a free online trial of test11_balanced_50ep, you can try test11_balanced_50ep online for free by clicking the link below.

adriansanz test11_balanced_50ep online free url in huggingface.co:

https://huggingface.co/adriansanz/test11_balanced_50ep

test11_balanced_50ep install

test11_balanced_50ep is an open source model from GitHub that offers a free installation service, and any user can find test11_balanced_50ep on GitHub to install. At the same time, huggingface.co provides the effect of test11_balanced_50ep install, users can directly use test11_balanced_50ep installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

test11_balanced_50ep install url in huggingface.co:

https://huggingface.co/adriansanz/test11_balanced_50ep

Url of test11_balanced_50ep

test11_balanced_50ep huggingface.co Url

Provider of test11_balanced_50ep huggingface.co

adriansanz
ORGANIZATIONS

Other API from adriansanz

huggingface.co

Total runs: 85
Run Growth: 0
Growth Rate: 0.00%
Updated:September 12 2024
huggingface.co

Total runs: 85
Run Growth: -6
Growth Rate: -7.14%
Updated:September 03 2024
huggingface.co

Total runs: 66
Run Growth: -17
Growth Rate: -26.56%
Updated:September 12 2024
huggingface.co

Total runs: 29
Run Growth: 19
Growth Rate: 59.38%
Updated:April 22 2024
huggingface.co

Total runs: 29
Run Growth: 22
Growth Rate: 66.67%
Updated:April 18 2024
huggingface.co

Total runs: 16
Run Growth: 12
Growth Rate: 75.00%
Updated:November 12 2024
huggingface.co

Total runs: 16
Run Growth: 12
Growth Rate: 70.59%
Updated:April 24 2024
huggingface.co

Total runs: 16
Run Growth: -10
Growth Rate: -66.67%
Updated:September 30 2024
huggingface.co

Total runs: 12
Run Growth: 0
Growth Rate: 0.00%
Updated:October 01 2024
huggingface.co

Total runs: 10
Run Growth: 6
Growth Rate: 60.00%
Updated:June 09 2024
huggingface.co

Total runs: 10
Run Growth: 5
Growth Rate: 50.00%
Updated:October 24 2024
huggingface.co

Total runs: 9
Run Growth: 6
Growth Rate: 60.00%
Updated:April 25 2024
huggingface.co

Total runs: 9
Run Growth: -3
Growth Rate: -30.00%
Updated:April 24 2024
huggingface.co

Total runs: 9
Run Growth: 1
Growth Rate: 10.00%
Updated:April 25 2024
huggingface.co

Total runs: 9
Run Growth: 4
Growth Rate: 44.44%
Updated:November 12 2024
huggingface.co

Total runs: 9
Run Growth: 5
Growth Rate: 55.56%
Updated:November 12 2024
huggingface.co

Total runs: 8
Run Growth: 3
Growth Rate: 33.33%
Updated:April 24 2024
huggingface.co

Total runs: 7
Run Growth: 3
Growth Rate: 42.86%
Updated:March 25 2024
huggingface.co

Total runs: 7
Run Growth: 2
Growth Rate: 28.57%
Updated:April 24 2024
huggingface.co

Total runs: 7
Run Growth: 1
Growth Rate: 14.29%
Updated:April 24 2024