Downloads · 30 days
18
5% of all-time downloads
SFTCodeBertbase-mlm-APPS5k
AdnanRiaz107/SFTCodeBertbase-mlm-APPS5k
SFTCodeBertbase-mlm-APPS5k is a text generation model from AdnanRiaz107. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
392
Public
Parameters
125M
5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors499 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- phi3
- Access
- Public
- Created
- May 2, 2024
- Updated
- Sep 11, 2024
- SHA
- b9b345fc
Try a prompt
Base models
Datasets
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. -->
SFTCodeBertbase-mlm-APPS5k
This model is a fine-tuned version of microsoft/codebert-base-mlm on the apps dataset. It achieves the following results on the evaluation set:
- Loss: 1.9251
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.2308 | 1.61 | 500 | 2.3196 |
| 2.1364 | 3.22 | 1000 | 2.1168 |
| 1.9211 | 4.83 | 1500 | 2.0125 |
| 1.776 | 6.44 | 2000 | 1.9736 |
| 1.6872 | 8.05 | 2500 | 1.9470 |
| 1.6137 | 9.65 | 3000 | 1.9344 |
| 1.5724 | 11.26 | 3500 | 1.9288 |
| 1.533 | 12.87 | 4000 | 1.9267 |
| 1.5211 | 14.48 | 4500 | 1.9246 |
| 1.5115 | 16.09 | 5000 | 1.9251 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- phi3
- Created
- May 2, 2024
- Updated
- Sep 11, 2024