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# Docker Compose Example (GPT3 175B)
A Docker compose example for GPT3 175B. To enable passwordless ssh, the `docker-compose.yml` mounts the `ssh` directory
that contains a pre-generated ssh rsa key. Copying this same key to all running containers in the cluster allows
passwordless ssh between containers.
Example yaml configuration for GPT3 175B. It builds the docker image based off the dockerfile and mounts necessary
models and datasets.
``` [yaml]
version: '3.3'
services:
gpt3:
image: gpt3-pytorch-installer-1.13.1
build:
context: .
network: host
args:
BASE_IMAGE: "${BASE_IMAGE}"
container_name: gpt3_demo
runtime: habana
environment:
- HABANA_VISIBLE_DEVICES=all
- OMPI_MCA_btl_vader_single_copy_mechanism=none
- MODEL_GARDEN_ROOT=/model_garden/
cap_add:
- SYS_NICE
ipc: host
network_mode: host
working_dir: /launch
volumes:
- ./ssh:/root/.ssh/
- ./launch:/launch
- ./launch/.deepspeed_env:/root/.deepspeed_env
- /data/preprocessed_c4_spm:/software/data/datasets/c4_mlperf_19_12_2022/preprocessed_c4_spm
- /data/model_garden:/model_garden
tty: true
```
## Example Launch Scripts
I have constructed a few examples in the `launch` folder for hccl_demo, and PyTorch MNIST. To run these
scripts, download the necessary repos (hccl_demo, model_garden, deepspeed-fork, etc...)
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