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README.md ADDED
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+ ---
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+ license: openrail
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: santacoder-finetuned-the-stack-bash-shell
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+ results: []
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+ ---
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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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+
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+ # santacoder-finetuned-the-stack-bash-shell
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+
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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: 1.2272
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 2
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+ - eval_batch_size: 2
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 8
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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: 10000
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:-----:|:---------------:|
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+ | 1.6101 | 0.05 | 500 | 1.5078 |
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+ | 1.6156 | 0.1 | 1000 | 1.4687 |
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+ | 1.4916 | 0.15 | 1500 | 1.4728 |
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+ | 1.4027 | 0.2 | 2000 | 1.4237 |
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+ | 1.499 | 0.25 | 2500 | 1.4067 |
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+ | 1.4378 | 0.3 | 3000 | 1.3838 |
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+ | 1.3698 | 0.35 | 3500 | 1.3767 |
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+ | 1.3021 | 0.4 | 4000 | 1.3562 |
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+ | 4.0521 | 0.45 | 4500 | 1.3433 |
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+ | 0.9722 | 0.5 | 5000 | 1.3461 |
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+ | 1.3836 | 0.55 | 5500 | 1.2955 |
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+ | 1.3727 | 0.6 | 6000 | 1.2809 |
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+ | 1.3332 | 0.65 | 6500 | 1.2665 |
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+ | 1.2232 | 0.7 | 7000 | 1.2573 |
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+ | 1.2373 | 0.75 | 7500 | 1.2463 |
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+ | 1.3759 | 0.8 | 8000 | 1.2391 |
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+ | 1.3021 | 0.85 | 8500 | 1.2325 |
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+ | 1.369 | 0.9 | 9000 | 1.2292 |
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+ | 1.4911 | 0.95 | 9500 | 1.2275 |
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+ | 1.1677 | 1.0 | 10000 | 1.2272 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.26.0.dev0
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+ - Pytorch 1.13.1+cu116
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+ - Datasets 2.7.1
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+ - Tokenizers 0.13.2
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