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Adjust paths for Python scripts inside the deepspeed-trainer container in ilab-training-launcher. #25

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Adjust paths for Python scripts inside the deepspeed-trainer container in ilab-training-launcher. #25

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Adjust paths for Python scripts inside the deepspeed-trainer containe…
ibaldonl Jul 4, 2024
79368f1
There was one missing Python script path correction.
ibaldonl Jul 9, 2024
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8 changes: 4 additions & 4 deletions training/ilab-wrapper/ilab-training-launcher
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Original file line number Diff line number Diff line change
Expand Up @@ -28,15 +28,15 @@ PODMAN_COMMAND=("podman" "run" "--device" "${CONTAINER_DEVICE}" \
"${CONTAINER_NAME}")
# Convert ilab generate output to match SDG output format for train and test data
mkdir -p ${SDG_OUTPUT_PATH}/training
"${PODMAN_COMMAND[@]}" bash -c "python /training/ilab_to_sdg.py \"${TRAINING_DATA_PATH}\" train \"${DATASET_NAME}\"; mv sdg_out.jsonl /instructlab/training/train.jsonl"
"${PODMAN_COMMAND[@]}" bash -c "python /training/ilab_to_sdg.py \"${TESTING_DATA_PATH}\" test \"${DATASET_NAME}\"; mv sdg_out.jsonl /instructlab/training/test.jsonl"
"${PODMAN_COMMAND[@]}" bash -c "python /training/src/instructlab/training/ilab_to_sdg.py \"${TRAINING_DATA_PATH}\" train \"${DATASET_NAME}\"; mv sdg_out.jsonl /instructlab/training/train.jsonl"
"${PODMAN_COMMAND[@]}" bash -c "python /training/src/instructlab/training/ilab_to_sdg.py \"${TESTING_DATA_PATH}\" test \"${DATASET_NAME}\"; mv sdg_out.jsonl /instructlab/training/test.jsonl"

# Add curated subset of taxonomy
"${PODMAN_COMMAND[@]}" bash -c "cat /training/sample-data/train_all_pruned_SDG.jsonl >> /instructlab/training/train.jsonl"

# Pre-process generated data before training
"${PODMAN_COMMAND[@]}" bash -c \
"python data_process.py --logging_level INFO \
"python /training/src/instructlab/training/data_process.py --logging_level INFO \
--data_path /instructlab/training/train.jsonl \
--data_output_path=/instructlab/training \
--max_seq_len 4096 \
Expand All @@ -55,7 +55,7 @@ torchrun \
--node_rank 0 \
--nproc_per_node ${NPROC_PER_NODE} \
--rdzv_id 101 \
--rdzv_endpoint 0.0.0.0:8888 /training/main_ds.py \
--rdzv_endpoint 0.0.0.0:8888 /training/src/instructlab/training/main_ds.py \
--model_name_or_path /instructlab/models/ibm/granite-7b-base \
--data_path /instructlab/training/data.jsonl \
--output_dir="/instructlab/training_output" \
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