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codet5p-770m-lora
dtruong46me/codet5p-770m-lora
codet5p-770m-lora 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 peft. 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
- peft
- License
- bsd-3-clause
- Access
- Public
- Created
- Jul 10, 2024
- Updated
- Jul 1, 2026
- SHA
- dfeefc76
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-770m-lora
This model is a fine-tuned version of Salesforce/codet5p-770m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1024
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: 3
- eval_batch_size: 3
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 12
- 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 |
|---|---|---|---|
| 0.3504 | 0.9979 | 349 | 0.1097 |
| 0.1159 | 1.9986 | 699 | 0.1053 |
| 0.1101 | 2.9993 | 1049 | 0.1035 |
| 0.1077 | 4.0 | 1399 | 0.1027 |
| 0.1064 | 4.9893 | 1745 | 0.1024 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- bsd-3-clause
- Created
- Jul 10, 2024
- Updated
- Jul 1, 2026