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codet5-small-tac-v2
ayeshgk/codet5-small-tac-v2
codet5-small-tac-v2 is a machine learning model from ayeshgk. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Dec 5, 2023
- Updated
- Dec 5, 2023
- SHA
- 7efa745b
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
codet5-small-tac-v2
This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1037
- Rouge1: 65.3342
- Rouge2: 61.2821
- Rougel: 65.0424
- Rougelsum: 65.1699
- Gen Len: 18.8855
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.1385 | 1.0 | 2918 | 0.1154 | 65.2178 | 61.0354 | 64.906 | 65.0335 | 18.8811 |
| 0.1224 | 2.0 | 5836 | 0.1065 | 65.2332 | 61.0846 | 64.9253 | 65.0505 | 18.9008 |
| 0.1183 | 3.0 | 8754 | 0.1037 | 65.3342 | 61.2821 | 65.0424 | 65.1699 | 18.8855 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Dec 5, 2023
- Updated
- Dec 5, 2023