Giorgio Gilestro
84124de143
Clarity pass over the main text (36-item audit), Discussion rewrite and cut, acknowledgements, Souly et al. as ref 62, lettered SI panels, model section moved under Results; plus the untracked curriculum/society/compose/smol configs, runners, figures, stats and tests that the SI already cites. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
23 lines
1 KiB
Bash
Executable file
23 lines
1 KiB
Bash
Executable file
#!/bin/bash
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# Module-level union-preserving recombination (llm_moe) on an L40S (46 GB) — route/max-merge vs fusion.
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# Reuses the specialist adapters trained by the llm_merge_hpc run if models/llm/spec_* is present on
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# the node; otherwise trains them fresh. Same env as hpc/llm_merge.pbs (see hpc/README.md):
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# `uv sync --extra dev --extra neural --extra llm` on the login node + pre-download the 7B base.
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# submit: qsub hpc/llm_moe.pbs status: qstat -u $USER
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#PBS -l select=1:ncpus=8:mem=64gb:ngpus=1:gpu_type=L40S
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#PBS -l walltime=02:00:00
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#PBS -N lam_llm_moe
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cd "$PBS_O_WORKDIR"
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export HF_HOME="$EPHEMERAL/hf_cache"
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export TOKENIZERS_PARALLELISM=false
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export UV_CACHE_DIR="$EPHEMERAL/uvcache"
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source .venv/bin/activate
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nvidia-smi --query-gpu=name,memory.total,driver_version --format=csv,noheader
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python -m llm.experiment configs/llm/moe_hpc.yaml
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# results/llm_moe_hpc/ written in-place (parquet gitignored). Sync back to plot:
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# rsync -avz hpc:'…/LamarckianAI/results/llm_moe_hpc/' results/llm_moe_hpc/
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echo "done: $(date)"
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