Model save
Browse files- README.md +79 -0
- generation_config.json +6 -0
README.md
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---
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license: bigcode-openrail-m
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base_model: bigcode/santacoder
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tags:
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- generated_from_trainer
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model-index:
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- name: '10032023'
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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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# 10032023
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This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2642
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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: 5e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 4
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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: 100
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- training_steps: 4000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.6282 | 0.05 | 200 | 0.4105 |
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| 1.7635 | 0.1 | 400 | 0.5228 |
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| 1.7029 | 0.15 | 600 | 0.8193 |
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| 1.6817 | 0.2 | 800 | 1.6320 |
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| 1.6822 | 0.25 | 1000 | 2.8463 |
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| 1.671 | 0.3 | 1200 | 3.4860 |
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| 1.6698 | 0.35 | 1400 | 4.1775 |
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| 1.6631 | 0.4 | 1600 | 5.2973 |
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| 1.663 | 0.45 | 1800 | 5.8655 |
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| 1.6599 | 0.5 | 2000 | 5.8967 |
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| 1.6595 | 0.55 | 2200 | 0.2873 |
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| 1.6586 | 0.6 | 2400 | 0.3041 |
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| 1.6564 | 0.65 | 2600 | 0.3210 |
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| 1.658 | 0.7 | 2800 | 0.3262 |
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| 1.6549 | 0.75 | 3000 | 0.3136 |
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| 1.6498 | 0.8 | 3200 | 0.3232 |
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| 1.6462 | 0.85 | 3400 | 0.3195 |
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| 1.6454 | 0.9 | 3600 | 0.3216 |
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| 0.2173 | 0.95 | 3800 | 0.2726 |
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| 1.6619 | 1.0 | 4000 | 0.2642 |
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### Framework versions
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- Transformers 4.33.3
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- Pytorch 2.0.1
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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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": 49152,
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"eos_token_id": 49152,
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"transformers_version": "4.33.3"
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}
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