Initial Llama 3.1 405B support (#108) #77
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| name: E2E tests | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| schedule: | |
| - cron: "0 8 * * *" # Run daily at 12AM PST (adjusted for UTC) | |
| jobs: | |
| tp-run: | |
| name: Submit workloads | |
| runs-on: ubuntu-22.04 | |
| env: | |
| ARTIFACT_DIR: gs://torchprime-e2e-tests/${{ github.job }}/${{ github.run_id }}-${{ github.run_attempt }} | |
| outputs: | |
| llama-3-8b-name: ${{ steps.run-llama-3-8b.outputs.name }} | |
| mixtral-8x7b-name: ${{ steps.run-mixtral-8x7b.outputs.name }} | |
| artifact-dir: ${{ steps.artifacts.outputs.artifact_dir }} | |
| steps: | |
| - name: Record artifact dir | |
| id: artifacts | |
| run: | | |
| echo "Artifact dir: $ARTIFACT_DIR" | |
| echo "artifact_dir=$ARTIFACT_DIR" >> "$GITHUB_OUTPUT" | |
| - name: Maximize build space | |
| uses: AdityaGarg8/remove-unwanted-software@v4.1 | |
| with: | |
| remove-dotnet: 'true' | |
| remove-android: 'true' | |
| remove-haskell: 'true' | |
| remove-codeql: 'true' | |
| - uses: actions/checkout@v4 | |
| - uses: ./.github/actions/e2e-setup | |
| with: | |
| gcp_project: ${{ vars.GCP_PROJECT }} | |
| gcp_zone: ${{ vars.GCP_ZONE }} | |
| xpk_cluster_name: ${{ vars.XPK_CLUSTER_NAME }} | |
| tpu_type: ${{ vars.TPU_TYPE }} | |
| artifact_dir: ${{ env.ARTIFACT_DIR }} | |
| gcp_sa_key: ${{ secrets.GCP_SA_KEY }} | |
| - name: Run Llama 3.0 8B | |
| id: run-llama-3-8b | |
| env: | |
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | |
| XLA_IR_DEBUG: 1 | |
| XLA_HLO_DEBUG: 1 | |
| run: | | |
| name=$(e2e_testing/gen_name.py llama-3-8b) | |
| echo "name=$name" >> "$GITHUB_OUTPUT" | |
| tp run \ | |
| --name $name \ | |
| torchprime/torch_xla_models/train.py \ | |
| model=llama-3-8b \ | |
| global_batch_size=8 \ | |
| mesh.fsdp=4 \ | |
| dataset_config_name=wikitext-2-raw-v1 \ | |
| profile_step=3 \ | |
| max_steps=15 | |
| - name: Run Mixtral 8x7B | |
| id: run-mixtral-8x7b | |
| env: | |
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | |
| XLA_IR_DEBUG: 1 | |
| XLA_HLO_DEBUG: 1 | |
| run: | | |
| name=$(e2e_testing/gen_name.py mixtral-8x7b) | |
| echo "name=$name" >> "$GITHUB_OUTPUT" | |
| tp run \ | |
| --name $name \ | |
| torchprime/torch_xla_models/train.py \ | |
| model=mixtral-8x7b \ | |
| model.num_hidden_layers=16 \ | |
| global_batch_size=8 \ | |
| mesh.fsdp=4 \ | |
| dataset_config_name=wikitext-2-raw-v1 \ | |
| profile_step=3 \ | |
| max_steps=15 | |
| llama-3-8b: | |
| name: Llama 3.0 8B | |
| needs: tp-run | |
| uses: ./.github/workflows/reusable_e2e_check.yml | |
| with: | |
| jobset_name: ${{ needs.tp-run.outputs.llama-3-8b-name }} | |
| artifact_dir: ${{ needs.tp-run.outputs.artifact-dir }} | |
| secrets: inherit | |
| mixtral-8x7b: | |
| name: Mixtral 8x7B | |
| needs: tp-run | |
| uses: ./.github/workflows/reusable_e2e_check.yml | |
| with: | |
| jobset_name: ${{ needs.tp-run.outputs.mixtral-8x7b-name }} | |
| artifact_dir: ${{ needs.tp-run.outputs.artifact-dir }} | |
| secrets: inherit |