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rtm_roBERTa_5E

Etelis / rtm_roBERTa_5E

Run on huggingface.co
huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 3
30-day runs: 1
Model's Last Updated: November 29 2022
text-classification

Introduction of rtm_roBERTa_5E

Model Details of rtm_roBERTa_5E

rtm_roBERTa_5E

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

  • Loss: 0.6545
  • Accuracy: 0.8667
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: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6955 0.09 50 0.6752 0.7867
0.5362 0.19 100 0.4314 0.8333
0.4065 0.28 150 0.4476 0.8533
0.3563 0.37 200 0.3454 0.8467
0.3729 0.47 250 0.3421 0.86
0.3355 0.56 300 0.3253 0.8467
0.338 0.66 350 0.3859 0.8733
0.2875 0.75 400 0.3537 0.8533
0.3477 0.84 450 0.3636 0.8467
0.3259 0.94 500 0.3115 0.88
0.3204 1.03 550 0.4295 0.8333
0.2673 1.12 600 0.3369 0.88
0.2479 1.22 650 0.3620 0.8667
0.2821 1.31 700 0.3582 0.8733
0.2355 1.4 750 0.3130 0.8867
0.2357 1.5 800 0.3229 0.86
0.2725 1.59 850 0.3035 0.88
0.2425 1.69 900 0.3146 0.8533
0.1977 1.78 950 0.4079 0.86
0.2557 1.87 1000 0.4132 0.8733
0.2395 1.97 1050 0.3336 0.86
0.1951 2.06 1100 0.5068 0.84
0.1631 2.15 1150 0.5209 0.8867
0.2192 2.25 1200 0.4766 0.8733
0.1725 2.34 1250 0.3962 0.8667
0.2215 2.43 1300 0.4133 0.8867
0.1602 2.53 1350 0.5564 0.8533
0.1986 2.62 1400 0.5826 0.86
0.1972 2.72 1450 0.5412 0.8667
0.2299 2.81 1500 0.4636 0.8733
0.2028 2.9 1550 0.5096 0.8667
0.2591 3.0 1600 0.3790 0.8467
0.1197 3.09 1650 0.5704 0.8467
0.174 3.18 1700 0.5904 0.8467
0.1499 3.28 1750 0.6066 0.86
0.1687 3.37 1800 0.6353 0.8533
0.1463 3.46 1850 0.6434 0.8467
0.1373 3.56 1900 0.6507 0.8533
0.1339 3.65 1950 0.6014 0.86
0.1488 3.75 2000 0.7245 0.84
0.1725 3.84 2050 0.6214 0.86
0.1443 3.93 2100 0.6446 0.8533
0.1619 4.03 2150 0.6223 0.8533
0.1153 4.12 2200 0.6579 0.8333
0.1159 4.21 2250 0.6760 0.8667
0.0948 4.31 2300 0.7172 0.8467
0.1373 4.4 2350 0.7346 0.8467
0.1463 4.49 2400 0.6453 0.8533
0.0758 4.59 2450 0.6579 0.86
0.16 4.68 2500 0.6556 0.8667
0.112 4.78 2550 0.6490 0.88
0.1151 4.87 2600 0.6525 0.8667
0.2152 4.96 2650 0.6545 0.8667
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of Etelis rtm_roBERTa_5E on huggingface.co

11
Total runs
0
24-hour runs
3
3-day runs
3
7-day runs
1
30-day runs

More Information About rtm_roBERTa_5E huggingface.co Model

More rtm_roBERTa_5E license Visit here:

https://choosealicense.com/licenses/mit

rtm_roBERTa_5E huggingface.co

rtm_roBERTa_5E huggingface.co is an AI model on huggingface.co that provides rtm_roBERTa_5E's model effect (), which can be used instantly with this Etelis rtm_roBERTa_5E model. huggingface.co supports a free trial of the rtm_roBERTa_5E model, and also provides paid use of the rtm_roBERTa_5E. Support call rtm_roBERTa_5E model through api, including Node.js, Python, http.

rtm_roBERTa_5E huggingface.co Url

https://huggingface.co/Etelis/rtm_roBERTa_5E

Etelis rtm_roBERTa_5E online free

rtm_roBERTa_5E huggingface.co is an online trial and call api platform, which integrates rtm_roBERTa_5E's modeling effects, including api services, and provides a free online trial of rtm_roBERTa_5E, you can try rtm_roBERTa_5E online for free by clicking the link below.

Etelis rtm_roBERTa_5E online free url in huggingface.co:

https://huggingface.co/Etelis/rtm_roBERTa_5E

rtm_roBERTa_5E install

rtm_roBERTa_5E is an open source model from GitHub that offers a free installation service, and any user can find rtm_roBERTa_5E on GitHub to install. At the same time, huggingface.co provides the effect of rtm_roBERTa_5E install, users can directly use rtm_roBERTa_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

rtm_roBERTa_5E install url in huggingface.co:

https://huggingface.co/Etelis/rtm_roBERTa_5E

Url of rtm_roBERTa_5E

rtm_roBERTa_5E huggingface.co Url

Provider of rtm_roBERTa_5E huggingface.co

Etelis
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