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Kick off anealing run for new 7b model at 2T.
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dwadden committed Apr 9, 2024
1 parent 1bec77f commit 4ee0089
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run_name: v0-new_7b-step_1T-warmup_true-steps_50B
run_name: v1.7-step_2T-warmup_true-steps_50B
seed: 61394
dry_run: false

wandb:
name: ${run_name}
project: olmo-annealing
group: v0-new_7b-step_1T-warmup_true-steps_50B
group: v1.7-step_2T-warmup_true-steps_50B

model:
d_model: 4096
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restore_dataloader: false

# 1T token checkpoint for new 7B model
load_path: s3://ai2-llm/checkpoints/OLMo-medium/mitchish7/step239000-unsharded
# 2T token checkpoint for new 7B model; we call this v1.7 to match the Dolma data.
load_path: s3:///ai2-llm/checkpoints/OLMo-medium/mitchish7/step477000-unsharded

no_pre_train_checkpoint: true
reset_optimizer_state: true
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set -ex

CONFIG_PATH=configs/annealing/v0-new_7b-step_1T-warmup_true-steps_50B.yaml
NUM_NODES=8
CONFIG_PATH=configs/annealing/v1.7-step_2T-warmup_true-steps_50B.yaml
NUM_NODES=4

gantry run \
--allow-dirty \
--workspace ai2/davidw-oe-annealing \
--task-name v0-new_7b-step_1T-warmup_true-steps_50B \
--description v0-new_7b-step_1T-warmup_true-steps_50B \
--priority normal \
--task-name v1.7-step_2T-warmup_true-steps_50B \
--description v1.7-step_2T-warmup_true-steps_50B \
--priority high \
--beaker-image petew/olmo-torch2-gantry \
--cluster ai2/pluto-cirrascale \
--cluster ai2/general-cirrascale-a100-80g-ib \
--gpus 8 \
--replicas "${NUM_NODES}" \
--leader-selection \
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