Commit
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Training complete
Browse files- README.md +66 -0
- generation_config.json +6 -0
- pytorch_model.bin +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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- code-completion
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- generated_from_trainer
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model-index:
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- name: codeparrot-ds
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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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# codeparrot-ds
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9622
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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: 128
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- eval_batch_size: 128
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 1024
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 6.5115 | 0.15 | 200 | 4.8032 |
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| 4.3012 | 0.3 | 400 | 3.6027 |
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| 3.3162 | 0.45 | 600 | 2.8147 |
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| 2.742 | 0.6 | 800 | 2.4321 |
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| 2.4234 | 0.75 | 1000 | 2.2029 |
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| 2.1911 | 0.9 | 1200 | 1.9622 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.1.0a0+29c30b1
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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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": "4.34.0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 497018202
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version https://git-lfs.github.com/spec/v1
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oid sha256:32f6fa539f832100e5c2a4008f2f52b32bacd083c59ad4573ca6ca76b421a455
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size 497018202
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