Downloads · 30 days
23
8% of all-time downloads
codet5-small-ft-v6
ayeshgk/codet5-small-ft-v6
codet5-small-ft-v6 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. --
All-time downloads
273
Public
Parameters
60.5M
242 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors242 MB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jan 22, 2024
- Updated
- Jan 22, 2024
- SHA
- 9e242621
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-ft-v6
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: 1.5863
- Rouge1: 71.8559
- Rouge2: 60.5888
- Rougel: 71.8854
- Rougelsum: 72.4012
- Gen Len: 11.3611
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: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 8 | 2.3812 | 55.4108 | 40.7913 | 55.1318 | 55.507 | 12.0556 |
| No log | 2.0 | 16 | 1.8744 | 68.0982 | 55.7308 | 67.6019 | 68.3046 | 10.8889 |
| No log | 3.0 | 24 | 1.6721 | 70.6333 | 59.7463 | 70.6679 | 71.2205 | 11.0833 |
| No log | 4.0 | 32 | 1.5863 | 71.8559 | 60.5888 | 71.8854 | 72.4012 | 11.3611 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jan 22, 2024
- Updated
- Jan 22, 2024