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distributed-workloads's Introduction

Distributed Workloads

Examples

  • Fine-Tune Llama 2 Models with Ray and DeepSpeed on OpenShift AI

Integration Tests

Prerequisites

  • Admin access to an OpenShift cluster (CRC is fine)

  • Installed OpenDataHub or RHOAI, enabled all Distributed Workload components

  • Installed Go 1.21

Common environment variables

  • CODEFLARE_TEST_OUTPUT_DIR - Output directory for test logs
  • CODEFLARE_TEST_TIMEOUT_SHORT - Timeout duration for short tasks
  • CODEFLARE_TEST_TIMEOUT_MEDIUM - Timeout duration for medium tasks
  • CODEFLARE_TEST_TIMEOUT_LONG - Timeout duration for long tasks

Environment variables for Training operator test suite

  • FMS_HF_TUNING_IMAGE - Image tag used in PyTorchJob CR for model training

Environment variables for ODH integration test suite

  • ODH_NAMESPACE - Namespace where ODH components are installed to
  • NOTEBOOK_IMAGE_STREAM_NAME - Name of the image stream used for running Workbench
  • NOTEBOOK_USER_NAME - Username of user used for running Workbench
  • NOTEBOOK_USER_TOKEN - Login token of user used for running Workbench

Running Tests

Execute tests like standard Go unit tests.

go test -timeout 60m ./tests/kfto/

distributed-workloads's People

Contributors

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