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@@ -10,9 +10,11 @@ datasets:
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  - samsum
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  ---
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- ## bart-base-samsum
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  This model was trained using Amazon SageMaker and the new Hugging Face Deep Learning container.
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  For more information look at:
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  - [🤗 Transformers Documentation: Amazon SageMaker](https://huggingface.co/transformers/sagemaker.html)
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  - [Example Notebooks](https://github.com/huggingface/notebooks/tree/master/sagemaker)
@@ -21,10 +23,38 @@ For more information look at:
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  - [Deep Learning Container](https://github.com/aws/deep-learning-containers/blob/master/available_images.md#huggingface-training-containers)
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  ## Result
 
 
 
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  | key | value |
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  | --- | ----- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | key | value |
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- | key | value |
 
 
 
 
 
 
 
 
 
 
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  ## Usage
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  ```python
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  - samsum
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  ---
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+ ## `bart-base-samsum`
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  This model was trained using Amazon SageMaker and the new Hugging Face Deep Learning container.
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+ You can find the notebook [here]() and the referring blog post [here]().
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+
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  For more information look at:
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  - [🤗 Transformers Documentation: Amazon SageMaker](https://huggingface.co/transformers/sagemaker.html)
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  - [Example Notebooks](https://github.com/huggingface/notebooks/tree/master/sagemaker)
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  - [Deep Learning Container](https://github.com/aws/deep-learning-containers/blob/master/available_images.md#huggingface-training-containers)
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  ## Result
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+
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+ ### Training
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+
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  | key | value |
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  | --- | ----- |
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+ | epoch | 3 |
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+ | init_mem_cpu_alloc_delta | 180190 |
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+ | init_mem_cpu_peaked_delta | 18282 |
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+ | init_mem_gpu_alloc_delta | 558658048 |
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+ | init_mem_gpu_peaked_delta | 0 |
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+ | train_mem_cpu_alloc_delta | 6658519 |
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+ | train_mem_cpu_peaked_delta | 642937 |
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+ | train_mem_gpu_alloc_delta | 2267624448 |
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+ | train_mem_gpu_peaked_delta | 10355728896 |
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+ | train_runtime | 98.4931 |
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+ | train_samples | 14732 |
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+ | train_samples_per_second | 3.533 |
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+
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+ ### Evaluation
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+
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  | key | value |
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+ | --- | ----- |
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+ | epoch | 3 |
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+ | eval_loss | 1.5356481075286865 |
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+ | eval_mem_cpu_alloc_delta | 659047 |
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+ | eval_mem_cpu_peaked_delta | 18254 |
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+ | eval_mem_gpu_alloc_delta | 0 |
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+ | eval_mem_gpu_peaked_delta | 300285440 |
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+ | eval_runtime | 0.3116 |
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+ | eval_samples | 818 |
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+ | eval_samples_per_second | 2625.337 |
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+
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  ## Usage
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  ```python