alex2awesome / newsdiscourse-model

huggingface.co
Total runs: 17
24-hour runs: 1
7-day runs: 4
30-day runs: 6
Model's Last Updated: November 17 2023

Introduction of newsdiscourse-model

Model Details of newsdiscourse-model

newsdiscourse-model

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9458
  • F1: 0.5610
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: 1e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0
Training results
Training Loss Epoch Step Validation Loss F1
No log 0.14 100 1.4843 0.2881
No log 0.28 200 1.3307 0.3841
No log 0.43 300 1.2427 0.3991
No log 0.57 400 1.2590 0.4899
1.2399 0.71 500 1.2648 0.4658
1.2399 0.85 600 1.2064 0.4988
1.2399 1.0 700 1.2564 0.4668
1.2399 1.14 800 1.2062 0.4912
1.2399 1.28 900 1.1202 0.4904
0.9315 1.42 1000 1.1924 0.5188
0.9315 1.57 1100 1.1627 0.5034
0.9315 1.71 1200 1.1093 0.5111
0.9315 1.85 1300 1.1332 0.5166
0.9315 1.99 1400 1.1558 0.5285
0.8604 2.14 1500 1.2531 0.5122
0.8604 2.28 1600 1.2830 0.5414
0.8604 2.42 1700 1.2550 0.5335
0.8604 2.56 1800 1.1928 0.5120
0.8604 2.71 1900 1.2441 0.5308
0.7406 2.85 2000 1.2791 0.5400
0.7406 2.99 2100 1.2354 0.5485
0.7406 3.13 2200 1.3047 0.5258
0.7406 3.28 2300 1.3636 0.5640
0.7406 3.42 2400 1.2963 0.5747
0.6355 3.56 2500 1.2897 0.5123
0.6355 3.7 2600 1.3225 0.5481
0.6355 3.85 2700 1.3197 0.5467
0.6355 3.99 2800 1.2346 0.5353
0.6355 4.13 2900 1.3397 0.5629
0.5698 4.27 3000 1.4259 0.5622
0.5698 4.42 3100 1.3702 0.5607
0.5698 4.56 3200 1.4294 0.5584
0.5698 4.7 3300 1.5041 0.5459
0.5698 4.84 3400 1.4156 0.5394
0.5069 4.99 3500 1.4384 0.5527
0.5069 5.13 3600 1.5322 0.5439
0.5069 5.27 3700 1.4899 0.5557
0.5069 5.41 3800 1.4526 0.5391
0.5069 5.56 3900 1.5027 0.5607
0.4127 5.7 4000 1.5458 0.5662
0.4127 5.84 4100 1.5080 0.5537
0.4127 5.98 4200 1.5936 0.5483
0.4127 6.13 4300 1.7079 0.5401
0.4127 6.27 4400 1.5939 0.5521
0.3574 6.41 4500 1.5588 0.5702
0.3574 6.55 4600 1.6363 0.5568
0.3574 6.7 4700 1.6629 0.5535
0.3574 6.84 4800 1.6523 0.5662
0.3574 6.98 4900 1.7245 0.5461
0.3417 7.12 5000 1.6766 0.5629
0.3417 7.26 5100 1.8219 0.5450
0.3417 7.41 5200 1.7422 0.5533
0.3417 7.55 5300 1.8250 0.5564
0.3417 7.69 5400 1.7744 0.5600
0.2852 7.83 5500 1.7919 0.5549
0.2852 7.98 5600 1.7604 0.5639
0.2852 8.12 5700 1.7660 0.5599
0.2852 8.26 5800 1.7323 0.5600
0.2852 8.4 5900 1.9174 0.5529
0.2606 8.55 6000 1.8664 0.5611
0.2606 8.69 6100 1.9191 0.5568
0.2606 8.83 6200 1.8900 0.5565
0.2606 8.97 6300 1.9376 0.5524
0.2606 9.12 6400 1.9220 0.5594
0.2274 9.26 6500 1.9188 0.5585
0.2274 9.4 6600 1.9459 0.5527
0.2274 9.54 6700 1.9439 0.5543
0.2274 9.69 6800 1.9437 0.5596
0.2274 9.83 6900 1.9484 0.5581
0.2258 9.97 7000 1.9458 0.5610
Framework versions
  • Transformers 4.30.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of alex2awesome newsdiscourse-model on huggingface.co

17
Total runs
1
24-hour runs
1
3-day runs
4
7-day runs
6
30-day runs

More Information About newsdiscourse-model huggingface.co Model

More newsdiscourse-model license Visit here:

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newsdiscourse-model huggingface.co

newsdiscourse-model huggingface.co is an AI model on huggingface.co that provides newsdiscourse-model's model effect (), which can be used instantly with this alex2awesome newsdiscourse-model model. huggingface.co supports a free trial of the newsdiscourse-model model, and also provides paid use of the newsdiscourse-model. Support call newsdiscourse-model model through api, including Node.js, Python, http.

newsdiscourse-model huggingface.co Url

https://huggingface.co/alex2awesome/newsdiscourse-model

alex2awesome newsdiscourse-model online free

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

alex2awesome newsdiscourse-model online free url in huggingface.co:

https://huggingface.co/alex2awesome/newsdiscourse-model

newsdiscourse-model install

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

newsdiscourse-model install url in huggingface.co:

https://huggingface.co/alex2awesome/newsdiscourse-model

Url of newsdiscourse-model

newsdiscourse-model huggingface.co Url

Provider of newsdiscourse-model huggingface.co

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