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santacoder-finetuned-xlcost-python
mrm8488/santacoder-finetuned-xlcost-python
santacoder-finetuned-xlcost-python is a text generation model from mrm8488. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as openrail.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- openrail
- Model type
- gpt2
- Access
- Public
- Created
- Jan 29, 2023
- Updated
- Jan 30, 2023
- SHA
- a251ab6e
Try a prompt
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. -->
santacoder-finetuned-xlcost-python
This model is a fine-tuned version of bigcode/santacoder on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4779
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: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- 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 |
|---|---|---|---|
| 0.6748 | 0.1 | 500 | 0.8333 |
| 0.3933 | 0.2 | 1000 | 0.9118 |
| 0.2243 | 0.3 | 1500 | 1.0523 |
| 0.1497 | 0.4 | 2000 | 1.1595 |
| 0.1099 | 0.5 | 2500 | 1.2568 |
| 0.0852 | 0.6 | 3000 | 1.2997 |
| 0.0761 | 0.7 | 3500 | 1.3693 |
| 0.0757 | 0.8 | 4000 | 1.3683 |
| 0.0545 | 0.9 | 4500 | 1.4053 |
| 0.0634 | 1.0 | 5000 | 1.4150 |
Framework versions
- Transformers 4.26.0
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- openrail
- Created
- Jan 29, 2023
- Updated
- Jan 30, 2023