GH Task Runner (RWKV-x-dev focused suite) #95
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: GH Task Runner (RWKV-x-dev focused suite) | |
| 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 | |
| rwkv5_file_url: | |
| description: 'Model file URL (for rwkv5 .pth eval)' | |
| default: '' | |
| required: false | |
| rwkv5_test_name: | |
| description: 'Model dev test name (for test)' | |
| default: 'TEST_MODEL_FILE' | |
| required: false | |
| num_fewshot: | |
| description: 'num_fewshot setting (ignored if < 0)' | |
| required: true | |
| default: -1 | |
| upload_output: | |
| description: 'Upload to HF / B2' | |
| required: false | |
| default: true | |
| type: boolean | |
| env: | |
| # 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: ${{ github.event.inputs.approval_notice == 'APPROVED' }} | |
| # Strategy Matrix | |
| strategy: | |
| # Disable fail-fast behavior | |
| fail-fast: false | |
| matrix: | |
| # NOTE: There is a matrix limit of 256 on github | |
| run_task: | |
| ### Main suite metrics to include | |
| ### ---------------------------------------------------------------------------- | |
| - anli | |
| - glue | |
| - truthfulqa | |
| - cmmlu | |
| - lambada | |
| - pythia | |
| - mmlu | |
| - blimp | |
| - ai2_arc | |
| # - arc_easy | |
| # - arc_challenge | |
| - logiqa | |
| - winogrande | |
| - openbookqa | |
| - hellaswag | |
| - copa | |
| - sciq | |
| - piqa | |
| ### Slow suite metrics to include | |
| ### ---------------------------------------------------------------------------- | |
| # - triviaqa | |
| - record | |
| ### Various multilang tasks | |
| ### ---------------------------------------------------------------------------- | |
| - xcopa | |
| # - xcopa_* | |
| - xnli | |
| # - xnli_* | |
| - xstorycloze | |
| # - xstorycloze_* | |
| - xwinograd | |
| # - xwinograd_* | |
| - lambada_multilingual | |
| # - lambada_openai_* | |
| - pawsx | |
| # - paws_* | |
| # Name of the job | |
| name: "[${{ matrix.run_task }}] ${{ github.event.inputs.rwkv5_file_url && github.event.inputs.rwkv5_test_name || github.event.inputs.model_hf_repo }} - ${{ github.event.inputs.model_args }}" | |
| # Due to github worker hard limitation, of 24 hours | |
| # we apply a timeout of 23 hours instead. | |
| timeout-minutes: 1380 | |
| # Select the type of runner that the job will run on | |
| runs-on: | |
| - nvidia-gpu | |
| - gpu-vram-${{ 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: ${{ 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 }} | |
| rwkv5_file_url: ${{ github.event.inputs.rwkv5_file_url }} | |
| rwkv5_test_name: ${{ github.event.inputs.rwkv5_test_name }} | |
| upload_output: ${{ github.event.inputs.upload_output }} | |
| # 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: nvidia-gpu | |