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codet5p-220m
dtruong46me/codet5p-220m
codet5p-220m is a machine learning model from dtruong46me. 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 bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- bsd-3-clause
- Model type
- t5
- Access
- Public
- Created
- Jul 9, 2024
- Updated
- Jul 9, 2024
- SHA
- a0d050f0
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. -->
codet5p-220m
This model is a fine-tuned version of Salesforce/codet5p-220m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1124
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: 12
- eval_batch_size: 12
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 24
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1963 | 1.0 | 175 | 0.1280 |
| 0.1385 | 2.0 | 350 | 0.1227 |
| 0.1329 | 3.0 | 525 | 0.1201 |
| 0.1288 | 4.0 | 700 | 0.1179 |
| 0.126 | 5.0 | 875 | 0.1166 |
| 0.1234 | 6.0 | 1050 | 0.1158 |
| 0.1216 | 7.0 | 1225 | 0.1145 |
| 0.1201 | 8.0 | 1400 | 0.1141 |
| 0.1187 | 9.0 | 1575 | 0.1133 |
| 0.1177 | 10.0 | 1750 | 0.1130 |
| 0.1165 | 11.0 | 1925 | 0.1129 |
| 0.1158 | 12.0 | 2100 | 0.1125 |
| 0.1151 | 13.0 | 2275 | 0.1125 |
| 0.1146 | 14.0 | 2450 | 0.1124 |
| 0.1146 | 15.0 | 2625 | 0.1124 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- License
- bsd-3-clause
- Created
- Jul 9, 2024
- Updated
- Jul 9, 2024