Script to launch annealing jobs.

scripts/beaker/annealing/launch_annealing.sh

@@ -0,0 +1,53 @@
+#!/usr/bin/env bash
+# Invoke from project root like `bash scripts/beaker/annealing/launch_annealing.sh`.
+
+set -ex
+
+NUM_NODES=8
+
+function launch {
+  CONFIG_NAME=$1
+  NUM_NODES=$2
+  CLUSTER=$3
+
+  CONFIG_DIR=configs/annealing/
+  CONFIG_PATH=${CONFIG_DIR}/${CONFIG_NAME}.yaml
+
+  echo $CONFIG_NAME
+  echo $NUM_NODES
+  echo $CLUSTER
+
+  gantry run \
+    --allow-dirty \
+    --workspace ai2/davidw-oe-annealing \
+    --task-name ${CONFIG_NAME} \
+    --description ${CONFIG_NAME} \
+    --priority high \
+    --beaker-image petew/olmo-torch2-gantry \
+    --cluster ai2/pluto-cirrascale \
+    --gpus 8 \
+    --replicas "${NUM_NODES}" \
+    --leader-selection \
+    --host-networking \
+    --nfs \
+    --mount /net/nfs.cirrascale/allennlp/petew/cache:/root/.cache \
+    --budget ai2/oe-training \
+    --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 \
+    --env-secret R2_ACCESS_KEY_ID=R2_ACCESS_KEY_ID \
+    --env-secret R2_SECRET_ACCESS_KEY=R2_SECRET_ACCESS_KEY \
+    --env-secret R2_ENDPOINT_URL=R2_ENDPOINT_URL \
+    --shared-memory 10GiB \
+    --venv base \
+    --yes \
+    -- /bin/bash -c "source scripts/beaker/warm_hf_cache.sh && 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}"
+}
+
+
+####################
+
+launch v1.7-step_2T-resume_optimizer-steps_50B 8 ai2/pluto-cirrascale