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source-type-model

alex2awesome / source-type-model

Run on huggingface.co
huggingface.co
Total runs: 11
24-hour runs: 1
7-day runs: 0
30-day runs: 7
Model's Last Updated: July 11 2023

Introduction of source-type-model

Model Details of source-type-model

source-type-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: 0.6271
  • F1: 0.6772

Classifies the following tags: 

    'Cannot Determine'
    'Report/Document'
    'Named Individual'
    'Unnamed Individual'
    'Database'
    'Unnamed Group'
    'Named Group'
    'Vote/Poll'
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: 5e-05
  • train_batch_size: 5
  • eval_batch_size: 5
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss F1
No log 0.12 100 0.7192 0.3792
No log 0.25 200 0.7716 0.4005
No log 0.37 300 0.7565 0.5297
No log 0.49 400 0.5788 0.5806
0.8223 0.62 500 0.5402 0.5933
0.8223 0.74 600 0.5032 0.6666
0.8223 0.86 700 0.4658 0.6754
0.8223 0.99 800 0.5359 0.6441
0.8223 1.11 900 0.5295 0.6442
0.6009 1.23 1000 0.6077 0.6597
0.6009 1.35 1100 0.6169 0.6360
0.6009 1.48 1200 0.6014 0.6277
0.6009 1.6 1300 0.6382 0.6327
0.6009 1.72 1400 0.5226 0.6787
0.5644 1.85 1500 0.4922 0.6485
0.5644 1.97 1600 0.6181 0.6517
0.5644 2.09 1700 0.6106 0.6781
0.5644 2.22 1800 0.6652 0.6760
0.5644 2.34 1900 0.6252 0.6739
0.3299 2.46 2000 0.6620 0.6606
0.3299 2.59 2100 0.6317 0.6772
0.3299 2.71 2200 0.6170 0.6726
0.3299 2.83 2300 0.6400 0.6773
0.3299 2.96 2400 0.6271 0.6772
Framework versions
  • Transformers 4.30.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of alex2awesome source-type-model on huggingface.co

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

More Information About source-type-model huggingface.co Model

More source-type-model license Visit here:

https://choosealicense.com/licenses/mit

source-type-model huggingface.co

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

source-type-model huggingface.co Url

https://huggingface.co/alex2awesome/source-type-model

alex2awesome source-type-model online free

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

alex2awesome source-type-model online free url in huggingface.co:

https://huggingface.co/alex2awesome/source-type-model

source-type-model install

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

source-type-model install url in huggingface.co:

https://huggingface.co/alex2awesome/source-type-model

Url of source-type-model

source-type-model huggingface.co Url

Provider of source-type-model huggingface.co

alex2awesome
ORGANIZATIONS
huggingface.co

Other API from alex2awesome