add beaker script

allenai · Dec 7, 2023 · eb1f523 · eb1f523
1 parent a44217a
commit eb1f523
Showing 1 changed file with 30 additions and 0 deletions.
diff --git a/scripts/beaker/mitch-ish-7b.sh b/scripts/beaker/mitch-ish-7b.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+
+set -ex
+
+CONFIG_PATH=configs/v1_5-mix-medium-mitch-ish-s3.yaml
+NUM_NODES=4
+ARGS='--activation_checkpointing=fine_grained wandb.name=v1_5-mix-mitch-ish-mcli-final --epoch=1 --optimizer.learning_rate=0.000023 --scheduler.t_warmup=556000 --scheduler.t_max=557000 --scheduler.alpha_f=0.001 --stop_at=557000'
+
+gantry run \
+  --allow-dirty \
+  --workspace ai2/llm-testing \
+  --task-name mitchish-mcli-final \
+  --description mitchish-mcli-final \
+  --priority high \
+  --beaker-image olmo-torch2-gantry \
+  --cluster ai2/general-cirrascale-a100-80g-ib \
+  --gpus 8 \
+  --replicas "${NUM_NODES}" \
+  --nfs \
+  --mount /net/nfs.cirrascale/allennlp/petew/cache:/root/.cache \
+  --env LOG_FILTER_TYPE=local_rank0_only \
+  --env OMP_NUM_THREADS=8 \
+  --env OLMO_TASK=model \
+  --env-secret WANDB_API_KEY=WANDB_API_KEY \
+  --env-secret AWS_ACCESS_KEY_ID=AWS_ACCESS_KEY_ID \
+  --env-secret AWS_SECRET_ACCESS_KEY=AWS_SECRET_ACCESS_KEY \
+  --shared-memory 10GiB \
+  --venv base \
+  --yes \
+  -- /bin/bash -c "torchrun --nnodes ${NUM_NODES}:${NUM_NODES} --nproc-per-node 8 --rdzv_id=101 --rdzv_backend=c10d --rdzv_endpoint=\$BEAKER_LEADER_REPLICA_HOSTNAME:29400 scripts/train.py ${CONFIG_PATH} ${ARGS}"