Training complete
Browse files- README.md +74 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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license: mit
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base_model: gpt2
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tags:
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- text-generation
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- generated_from_trainer
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model-index:
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- name: gpt2-small-finetuned-codeparrot-ds_nlp-course-chapter7-section5
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# gpt2-small-finetuned-codeparrot-ds_nlp-course-chapter7-section5
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0606
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0005
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 256
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 2.5691 | 0.08 | 5000 | 1.7463 |
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| 1.6818 | 0.15 | 10000 | 1.5248 |
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| 1.5328 | 0.23 | 15000 | 1.4226 |
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| 1.4521 | 0.31 | 20000 | 1.3569 |
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| 1.3944 | 0.38 | 25000 | 1.3030 |
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| 1.3422 | 0.46 | 30000 | 1.2558 |
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| 1.2976 | 0.54 | 35000 | 1.2129 |
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| 1.2514 | 0.61 | 40000 | 1.1714 |
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| 1.2089 | 0.69 | 45000 | 1.1321 |
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| 1.1737 | 0.77 | 50000 | 1.0990 |
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| 1.1427 | 0.84 | 55000 | 1.0758 |
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| 1.1242 | 0.92 | 60000 | 1.0636 |
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| 1.1142 | 1.0 | 65000 | 1.0606 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 1.11.0+cu102
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 496984704
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version https://git-lfs.github.com/spec/v1
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oid sha256:160bc17c8dcbe8ccad534dbfa399978b646d41a13149b0d714c3d0fdce52fc0f
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size 496984704
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