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santacoder-finetuned-the-stack-bash
Huamin/santacoder-finetuned-the-stack-bash
santacoder-finetuned-the-stack-bash is a text generation model from Huamin. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bigcode-openrail-m.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bigcode-openrail-m
- Model type
- gpt2
- Access
- Public
- Created
- Jul 8, 2023
- Updated
- Jul 14, 2023
- SHA
- c572f41f
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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-the-stack-bash
This model is a fine-tuned version of bigcode/santacoder on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3174
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- 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 |
|---|---|---|---|
| 3.6951 | 0.1 | 500 | 1.8041 |
| 1.69 | 0.2 | 1000 | 1.5214 |
| 1.3821 | 0.3 | 1500 | 1.5855 |
| 1.5861 | 0.4 | 2000 | 1.4657 |
| 1.6196 | 0.5 | 2500 | 1.4089 |
| 1.6839 | 0.6 | 3000 | 1.3801 |
| 1.3929 | 0.7 | 3500 | 1.3493 |
| 1.471 | 0.8 | 4000 | 1.3278 |
| 1.3222 | 0.9 | 4500 | 1.3203 |
| 1.4529 | 1.0 | 5000 | 1.3174 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- bigcode-openrail-m
- Created
- Jul 8, 2023
- Updated
- Jul 14, 2023