AWS Machine Learning

OCTOBER 5, 2023

We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw. For example, to use the RedPajama dataset, use the following command: wget [link] python nemo/scripts/nlp_language_modeling/preprocess_data_for_megatron.py

Scripts 123

Scripts Big data Engineering SaaS 123

AWS Machine Learning

DECEMBER 12, 2023

After downloading the latest Neuron NeMo package, use the provided neox and pythia pre-training and fine-tuning scripts with optimized hyper-parameters and execute the following for a four node training. Huan works on AI and Data Science. He has published more than 180 peer-reviewed papers in leading conferences and journals.

Scripts 122

Scripts Engineering Big data Management 122

AWS Machine Learning

NOVEMBER 7, 2022

We first fetch any additional packages, as well as scripts to handle training and inference for the selected task. You can use any number of models pre-trained on the same task with a single inference script. Finally, the pre-trained model artifacts are separately fetched with model_uris , which provides flexibility to the platform.

APIs 100

APIs Scripts Enterprise Big data 100

AWS Machine Learning

NOVEMBER 7, 2022

We first fetch any additional packages, as well as scripts to handle training and inference for the selected task. You can use any number of models pre-trained on the same task with a single inference script. Finally, the pre-trained model artifacts are separately fetched with model_uris , which provides flexibility to the platform.

APIs 104

APIs Scripts Enterprise Big data 104

AWS Machine Learning

JULY 15, 2024

We use the custom terminology dictionary to compile frequently used terms within video transcription scripts. Yaoqi Zhang is a Senior Big Data Engineer at Mission Cloud. Adrian Martin is a Big Data/Machine Learning Lead Engineer at Mission Cloud. Here’s an example. Cristian Torres is a Sr.

Engineering 121

Engineering Entertainment Big data APIs 121

AWS Machine Learning

MARCH 15, 2024

To create these packages, run the following script found in the root directory: /build_mlops_pkg.sh He entered the big data space in 2013 and continues to explore that area. He is actively working on projects in the ML space and has presented at numerous conferences, including Strata and GlueCon.

Healthcare 128

Healthcare Big data Engineering Accountability 128

AWS Machine Learning

AUGUST 26, 2022

We fetch any additional packages, as well as scripts to handle training and inference for the selected task. You can use any number of models pre-trained for the same task with a single training or inference script. Fine-tune the pre-trained model.

APIs 96

APIs Scripts Enterprise Big data 96