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distilgpt2-finetuned-python_code_instructions_18k_alpaca
Spooke/distilgpt2-finetuned-python_code_instructions_18k_alpaca
distilgpt2-finetuned-python_code_instructions_18k_alpaca is a text generation model from Spooke. Use it when you need the model to write or continue text. 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. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Oct 6, 2024
- Updated
- Oct 6, 2024
- SHA
- d7bfd604
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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. -->
distilgpt2-finetuned-python_code_instructions_18k_alpaca
This model is a fine-tuned version of distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4143
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7118 | 1.0 | 3862 | 1.5780 |
| 1.5838 | 2.0 | 7724 | 1.4955 |
| 1.4914 | 3.0 | 11586 | 1.4615 |
| 1.4532 | 4.0 | 15448 | 1.4364 |
| 1.4292 | 5.0 | 19310 | 1.4241 |
| 1.4136 | 6.0 | 23172 | 1.4171 |
| 1.3778 | 7.0 | 27034 | 1.4143 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Oct 6, 2024
- Updated
- Oct 6, 2024