Path	Lines of Code
sagemaker/01_getting_started_pytorch/scripts/train.py	66
sagemaker/02_getting_started_tensorflow/scripts/train.py	77
sagemaker/04_distributed_training_model_parallelism/sagemaker-notebook.ipynb	392
sagemaker/05_spot_instances/sagemaker-notebook.ipynb	369
sagemaker/05_spot_instances/scripts/train.py	87
sagemaker/06_sagemaker_metrics/scripts/train.py	66
sagemaker/07_tensorflow_distributed_training_data_parallelism/scripts/train.py	125
sagemaker/08_distributed_summarization_bart_t5/sagemaker-notebook.ipynb	570
sagemaker/09_image_classification_vision_transformer/scripts/train.py	106
sagemaker/10_deploy_model_from_s3/deploy_transformer_model_from_s3.ipynb	272
sagemaker/11_deploy_model_from_hf_hub/deploy_transformer_model_from_hf_hub.ipynb	249
sagemaker/12_batch_transform_inference/sagemaker-notebook.ipynb	320
sagemaker/13_deploy_and_autoscaling_transformers/sagemaker-notebook.ipynb	418
sagemaker/14_train_and_push_to_hub/scripts/train.py	94
sagemaker/15_training_compiler/scripts/train.py	84
sagemaker/16_async_inference_hf_hub/sagemaker-notebook.ipynb	500
sagemaker/17_custom_inference_script/code/inference.py	20
sagemaker/18_inferentia_inference/code/inference.py	26
sagemaker/18_inferentia_inference/sagemaker-notebook.ipynb	497
sagemaker/19_serverless_inference/sagemaker-notebook.ipynb	257
sagemaker/20_automatic_speech_recognition_inference/sagemaker-notebook.ipynb	368
sagemaker/22_accelerate_sagemaker_examples/src/seq2seq/accelerate_config.yaml	14
sagemaker/22_accelerate_sagemaker_examples/src/seq2seq/run_seq2seq_no_trainer.py	752
sagemaker/22_accelerate_sagemaker_examples/src/text-classification/accelerate_config.yaml	16
sagemaker/22_accelerate_sagemaker_examples/src/text-classification/train_using_s3_data.py	184
sagemaker/23_stable_diffusion_inference/code/inference.py	20
sagemaker/24_train_bloom_peft_lora/sagemaker-notebook.ipynb	473
sagemaker/24_train_bloom_peft_lora/scripts/inference.py	17
sagemaker/24_train_bloom_peft_lora/scripts/run_clm.py	127
sagemaker/25_pytorch_fsdp_model_parallelism/sagemaker-notebook.ipynb	364
sagemaker/25_pytorch_fsdp_model_parallelism/scripts/run_clm.py	107
sagemaker/26_document_ai_donut/scripts/inference.py	29
sagemaker/26_document_ai_donut/scripts/train.py	103
sagemaker/27_deploy_large_language_models/sagemaker-notebook.ipynb	512
sagemaker/28_train_llms_with_qlora/sagemaker-notebook.ipynb	401
sagemaker/28_train_llms_with_qlora/scripts/run_clm.py	143
sagemaker/29_deploy_llms_on_inferentia2/sagemaker-notebook.ipynb	392
sagemaker/30_evaluate_llms_with_lighteval/sagemaker-notebook.ipynb	290
sagemaker/32_train_deploy_embedding_models/sagemaker-notebook.ipynb	419
sagemaker/32_train_deploy_embedding_models/scripts/run_mnr.py	135