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--- |
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license: mit |
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language: |
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- en |
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pretty_name: minimal-distribution |
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--- |
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# Run distributed programs on the HF infra |
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This is a collection of scripts that showcase minimal examples of distributed programming. All the scripts are taken from [The Ultra-Scale Playbook](https://huggingface.co/spaces/nanotron/ultrascale-playbook) |
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## Run the scripts |
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To run an example on HF's infra use the following: |
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``` |
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hf jobs run --detach --flavor l4x4 ghcr.io/astral-sh/uv:debian /bin/bash -c \ |
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"uv venv .venv --python 3.12 && \ |
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source .venv/bin/activate && \ |
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uv pip install --upgrade torch numpy && \ |
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wget https://huggingface.co/datasets/ariG23498/distributed/raw/main/<SCRIPT_NAME> && \ |
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torchrun --nproc-per-node=4 <SCRIPT_NAME>" |
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``` |
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Rememeber to replace the `<SCRIPT_NAME>` with the script that you want to run. |
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You would need a Pro account to run the script on Hugging Face's Infra. To know more: https://huggingface.co/docs/huggingface_hub/guides/jobs |
