Datasets:
| # Launch one jupiter-tasktrove-dapo arm on Jupiter (JSC) via the OT-Agent HPC launcher. | |
| # Runs ON JUPITER, not from the Mac: hpc.launch and the config must be on the cluster. | |
| # ./launch.sh d1 [--dry-run] | |
| set -uo pipefail | |
| ARM="${1:?usage: $0 <arm> e.g. $0 d1}" | |
| DRY="${2:-}" | |
| DCFT_DIR=/e/scratch/jureap59/feuer1/OpenThoughts-Agent | |
| CFG_ROOT=/e/scratch/jureap59/feuer1/jupiter-tasktrove-dapo/configs | |
| PY=/e/scratch/jureap59/feuer1/miniforge3/envs/otagent/bin/python | |
| MODEL=Qwen/Qwen3-Coder-30B-A3B-Instruct | |
| # laion/codeforces-v2 was deleted from HF; the versioned replacement lives in | |
| # open-thoughts/TaskTrove at laion__codeforces-v3/tasks.parquet (repo sha 71217c0f4a2f, | |
| # tasks declare [environment] storage_mb = 4096 so Daytona sandboxes stop hitting ENOSPC). | |
| # resolve_rl_train_data does not understand org/repo::subdir selectors (escalated | |
| # 2026-08-30), so the subdir is pre-extracted on Jupiter and passed as a local path, | |
| # which the launcher forwards verbatim. Extracted on a COMPUTE node to /e/data1, not | |
| # $SCRATCH/tasks: login-node small-file creates serialize at ~1.3 s/file (cxiWaitEventWait). | |
| TRAIN_DATA='["/e/data1/datasets/playground/ot-baf/tasks/laion__codeforces-v3"]' | |
| EXPERIMENTS_DIR=/e/data1/datasets/playground/ot-baf | |
| # 6 by default; D3/D4 launch with NODES=8 (owner 2026-08-28: 8 inference engines at TP2 = 4 | |
| # inference nodes on top of the fixed 4 policy nodes). | |
| NODES="${NODES:-6}" | |
| # WORKDIR guard: universal_rl.sbatch resolves WORKDIR from DCFT_PRIVATE -> DCFT -> $PWD. | |
| cd "$DCFT_DIR" || { echo "cannot cd to $DCFT_DIR" >&2; exit 1; } | |
| export DCFT="$PWD" | |
| # otagent env, NOT the RL venv: task extraction imports google.cloud.storage. | |
| [ -x "$PY" ] || { echo "otagent python missing at $PY" >&2; exit 1; } | |
| # Resolve arm -> config by prefix, not by a hardcoded objective suffix: arms are named for what | |
| # they are (jtd_d1_codeforces_dapo, jtd_d0_codeforces_grpo), so the suffix varies per arm. | |
| CFG="$(ls "$CFG_ROOT"/jtd_${ARM}_codeforces_*.yaml 2>/dev/null | head -1)" | |
| [ -n "$CFG" ] && [ -f "$CFG" ] || { echo "no config matching $CFG_ROOT/jtd_${ARM}_codeforces_*.yaml — rsync artifacts/ to Jupiter first" >&2; exit 1; } | |
| [ "$(ls "$CFG_ROOT"/jtd_${ARM}_codeforces_*.yaml 2>/dev/null | wc -l)" -eq 1 ] || { echo "arm '$ARM' matches more than one config; disambiguate" >&2; exit 1; } | |
| echo "arm: $ARM" | |
| echo "repo HEAD: $(git rev-parse --short HEAD) ($(git rev-parse --abbrev-ref HEAD))" | |
| echo "SkyRL HEAD: $(cd SkyRL && git rev-parse --short HEAD) ($(cd SkyRL && git rev-parse --abbrev-ref HEAD))" | |
| echo "config: $CFG" | |
| # NO --reservation: reformo is an ACCOUNT, already hardwired via #SBATCH --account. | |
| cmd=( "$PY" -m hpc.launch --job_type rl | |
| --rl_config "$CFG" | |
| --model_path "$MODEL" | |
| --train_data "$TRAIN_DATA" | |
| --num_nodes "$NODES" | |
| --time_limit 11:59:00 | |
| --max_restarts 5 | |
| --experiments_dir "$EXPERIMENTS_DIR" | |
| --job_name "jtd-${ARM}" ) | |
| printf 'command: '; printf '%q ' "${cmd[@]}"; printf '\n' | |
| [ "$DRY" = "--dry-run" ] && { echo "--dry-run: not submitting"; exit 0; } | |
| "${cmd[@]}" | |