GH Task Runner (Few Shot Tasks) #5
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| name: GH Task Runner (Few Shot Tasks) | ||
| on: | ||
| workflow_dispatch: | ||
| inputs: | ||
| approval_notice: | ||
| description: 'WARNING: This will spin up a large number of tasks - get approval from admin before running' | ||
| required: false | ||
| default: 'NOT_APPROVED' | ||
| type: choice | ||
| options: | ||
| - NOT_APPROVED | ||
| - APPROVED | ||
| model_hf_repo: | ||
| description: 'Model Hugging Face Repository' | ||
| required: true | ||
| default: 'RWKV/rwkv-5-world-1b5' | ||
| model_args: | ||
| description: 'Model Arguments (ie: dtype="float16")' | ||
| required: false | ||
| default: 'dtype=bfloat16,trust_remote_code=True' | ||
| batch_size: | ||
| description: 'Batch Size' | ||
| required: true | ||
| default: 'auto' | ||
| backend: | ||
| description: 'Backend to use' | ||
| required: true | ||
| default: 'nvidia-gpu' | ||
| type: choice | ||
| options: | ||
| - nvidia-gpu | ||
| - intel-gpu | ||
| - amd-gpu | ||
| - any-gpu | ||
| gpu_vram: | ||
| description: 'Minimum GPU VRAM (ignored for MPS)' | ||
| required: true | ||
| default: '24' | ||
| type: choice | ||
| options: | ||
| - 16 | ||
| - 24 | ||
| - 40 | ||
| - 48 | ||
| - 80 | ||
| upload_output: | ||
| description: 'Upload to HF / B2' | ||
| required: false | ||
| default: true | ||
| type: boolean | ||
| env: | ||
| # Get the final task | ||
| RUN_TASK: ${{ github.event.inputs.custom_task || github.event.inputs.run_task }} | ||
| # HF repo to sync to | ||
| HF_REPO_SYNC: rwkv-x-dev/lm-eval-output | ||
| # Model HF repo | ||
| MODEL_HF_REPO: ${{ github.event.inputs.model_hf_repo }} | ||
| # HF / B2 sync settings | ||
| HUGGING_FACE_HUB_TOKEN: ${{secrets.HUGGING_FACE_HUB_TOKEN}} | ||
| B2_APPLICATION_KEY_ID: ${{secrets.B2_APPLICATION_KEY_ID}} | ||
| B2_APPLICATION_KEY: ${{secrets.B2_APPLICATION_KEY}} | ||
| B2_PATH_LM_EVAL_OUTPUT: ${{vars.B2_PATH_LM_EVAL_OUTPUT}} | ||
| jobs: | ||
| gh-task-runner: | ||
| # Check for approval notice | ||
| if: ${{ github.event.inputs.approval_notice == 'APPROVED' }} | ||
| # Strategy Matrix | ||
| strategy: | ||
| # Disable fail-fast behavior | ||
| fail-fast: false | ||
| matrix: | ||
| # NOTE: There is a matrix limit of 256 on github | ||
| run_task: | ||
| ### Few shot tasks | ||
| ### ---------------------------------------------------------------------------- | ||
| - arc_challenge | ||
| - hellaswag | ||
| - truthfulqa_mc2 | ||
| - winogrande | ||
| # - mmlu | ||
| # - kmmlu_* | ||
| num_fewshot: | ||
| - 1 | ||
| - 2 | ||
| - 5 | ||
| - 10 | ||
| - 25 | ||
| include: | ||
|
Check failure on line 97 in .github/workflows/gh-task-runner-Few-Shot.yml
|
||
| # Include mmlu with <= 5 fewshot | ||
| # As it does not work with > 5 fewshot | ||
| - run_task: mmlu | ||
| num_fewshot: 1 | ||
| - run_task: mmlu | ||
| num_fewshot: 2 | ||
| - run_task: mmlu | ||
| num_fewshot: 5 | ||
| # Name of the job | ||
| name: "[${{ matrix.run_task }} - fs:${{ matrix.num_fewshot }}] ${{ github.event.inputs.model_hf_repo }} - ${{ github.event.inputs.model_args }}" | ||
| # Due to github worker hard limitation, of 24 hours | ||
| # we apply a timeout of 23 hours instead. | ||
| timeout-minutes: 1380 | ||
| # Select the type of runner that the job will run on | ||
| runs-on: | ||
| - ${{ github.event.inputs.backend }} | ||
| - gpu-vram-${{ github.event.inputs.gpu_vram }} | ||
| # - gpu-count-any | ||
| # Actual task setup, and run steps | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v3 | ||
| - name: Run the task | ||
| uses: ./.github/actions/gh-task-runner-composite | ||
| with: | ||
| run_task: ${{ matrix.run_task }} | ||
| num_fewshot: ${{ matrix.num_fewshot }} | ||
| model_hf_repo: ${{ github.event.inputs.model_hf_repo }} | ||
| model_args: ${{ github.event.inputs.model_args }} | ||
| batch_size: ${{ github.event.inputs.batch_size }} | ||
| # upload_output: False | ||
| upload_output: | ||
| name: "Upload to HF / B2" | ||
| needs: gh-task-runner | ||
| runs-on: ubuntu-latest | ||
| if: ${{ github.event.inputs.upload_output }} | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v3 | ||
| - name: Run the task | ||
| uses: ./.github/actions/gh-upload-output | ||
| with: | ||
| num_fewshot: ${{ github.event.inputs.num_fewshot }} | ||
| model_hf_repo: ${{ github.event.inputs.model_hf_repo }} | ||
| model_args: ${{ github.event.inputs.model_args }} | ||
| batch_size: ${{ github.event.inputs.batch_size }} | ||
| backend: ${{ github.event.inputs.backend }} | ||
