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bart-finetuned-conala-3

celinelee / bart-finetuned-conala-3

Run on huggingface.co
huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -23
30-day runs: -24
Model's Last Updated: April 20 2022
text-generation

Introduction of bart-finetuned-conala-3

Model Details of bart-finetuned-conala-3

bart-finetuned-conala-3

This model is a fine-tuned version of facebook/bart-large on an CoNaLa. It achieves the following results on the evaluation set:

  • Loss: 1.8253
  • Rouge1: 47.4345
  • Rouge2: 23.8936
  • Rougel: 45.317
  • Rougelsum: 45.4339
  • Bleu: 0.0657
  • Gen Len: 58.0
Model description

More information needed

Intended uses & limitations

Code snippet -> NL intent

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: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Bleu Gen Len
No log 0.08 50 2.7823 35.8458 12.1898 33.7466 33.8377 0.0041 58.0
No log 0.17 100 2.4223 37.2633 13.429 34.4943 34.5533 0.0087 58.0
No log 0.25 150 2.2696 40.6963 16.5785 38.1213 38.16 0.0167 58.0
No log 0.34 200 2.3168 41.3324 17.292 39.0117 39.113 0.0173 58.0
No log 0.42 250 2.3187 41.1345 16.6829 38.8514 38.891 0.0237 58.0
No log 0.5 300 2.1701 41.0145 17.5601 39.166 39.249 0.0206 58.0
No log 0.59 350 2.2035 41.7506 17.7251 39.4856 39.5647 0.0292 58.0
No log 0.67 400 2.1006 43.0324 19.9801 40.8704 40.9399 0.0319 58.0
No log 0.76 450 2.0563 43.2151 18.7409 40.4183 40.502 0.0244 58.0
2.4902 0.84 500 2.0468 43.2215 18.3484 40.9498 41.0682 0.0317 58.0
2.4902 0.92 550 2.0222 44.9934 19.8389 42.4478 42.5687 0.0372 58.0
2.4902 1.01 600 2.1095 43.8293 19.5682 40.882 40.9518 0.0311 58.0
2.4902 1.09 650 2.0124 43.6928 19.6878 39.6602 39.7368 0.0417 58.0
2.4902 1.18 700 2.0027 46.2115 21.9475 43.5869 43.6713 0.0477 58.0
2.4902 1.26 750 1.9599 45.9388 22.0368 43.4731 43.5656 0.043 58.0
2.4902 1.34 800 1.9467 44.7518 20.4755 42.489 42.6274 0.0394 58.0
2.4902 1.43 850 1.9643 44.1584 20.8833 41.8848 41.9733 0.0441 58.0
2.4902 1.51 900 1.8926 47.3789 22.9104 45.0164 45.0822 0.0445 58.0
2.4902 1.6 950 1.8855 46.8329 22.1133 44.1788 44.2666 0.0431 58.0
1.8023 1.68 1000 1.9160 47.1319 22.9792 44.4807 44.6103 0.0475 58.0
1.8023 1.76 1050 1.8498 48.8005 24.4785 46.4564 46.5427 0.0576 58.0
1.8023 1.85 1100 1.8611 47.8327 23.2086 45.5999 45.6868 0.0487 58.0
1.8023 1.93 1150 1.8497 47.7267 23.2021 45.5104 45.546 0.0512 58.0
1.8023 2.02 1200 1.8335 47.1502 22.8336 44.7614 44.7927 0.0566 58.0
1.8023 2.1 1250 1.8779 46.6645 22.9162 44.0086 44.2021 0.0539 58.0
1.8023 2.18 1300 1.8514 48.1544 24.7977 45.949 46.0254 0.0719 58.0
1.8023 2.27 1350 1.8658 46.7655 23.4813 44.5872 44.6907 0.069 58.0
1.8023 2.35 1400 1.8400 46.2749 23.6528 44.3149 44.4056 0.0572 58.0
1.8023 2.44 1450 1.8343 46.6169 23.8005 44.5486 44.6125 0.0547 58.0
1.3851 2.52 1500 1.8220 47.4739 24.3457 45.4959 45.6216 0.0662 58.0
1.3851 2.61 1550 1.8333 47.6311 24.3616 45.5904 45.6146 0.0666 58.0
1.3851 2.69 1600 1.8091 47.4633 24.0785 45.2493 45.2845 0.0645 58.0
1.3851 2.77 1650 1.8085 47.6495 23.8386 45.5077 45.5848 0.0639 58.0
1.3851 2.86 1700 1.8377 46.9721 23.4325 44.8386 44.9003 0.0647 58.0
1.3851 2.94 1750 1.8238 47.5266 23.9843 45.3897 45.473 0.0653 58.0
Framework versions
  • Transformers 4.16.2
  • Pytorch 1.10.2+cu102
  • Datasets 2.1.0
  • Tokenizers 0.10.3

Runs of celinelee bart-finetuned-conala-3 on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
-23
7-day runs
-24
30-day runs

More Information About bart-finetuned-conala-3 huggingface.co Model

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bart-finetuned-conala-3 huggingface.co is an AI model on huggingface.co that provides bart-finetuned-conala-3's model effect (), which can be used instantly with this celinelee bart-finetuned-conala-3 model. huggingface.co supports a free trial of the bart-finetuned-conala-3 model, and also provides paid use of the bart-finetuned-conala-3. Support call bart-finetuned-conala-3 model through api, including Node.js, Python, http.

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https://huggingface.co/celinelee/bart-finetuned-conala-3

celinelee bart-finetuned-conala-3 online free

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https://huggingface.co/celinelee/bart-finetuned-conala-3

bart-finetuned-conala-3 install

bart-finetuned-conala-3 is an open source model from GitHub that offers a free installation service, and any user can find bart-finetuned-conala-3 on GitHub to install. At the same time, huggingface.co provides the effect of bart-finetuned-conala-3 install, users can directly use bart-finetuned-conala-3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bart-finetuned-conala-3 install url in huggingface.co:

https://huggingface.co/celinelee/bart-finetuned-conala-3

Url of bart-finetuned-conala-3

bart-finetuned-conala-3 huggingface.co Url

Provider of bart-finetuned-conala-3 huggingface.co

celinelee
ORGANIZATIONS
huggingface.co

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