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
22 lines
991 B
Bash
Executable file
22 lines
991 B
Bash
Executable file
#!/bin/bash
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# Directed sex (llm_directed) on an L40S (46 GB) — breed recombinant offspring + select on the verifier.
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# Reuses the cached 7B specialist adapters (models/llm/spec_*) if present. Same env as the other LLM
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# jobs (see hpc/README.md): uv sync --extra dev --extra neural --extra llm + pre-download the 7B base.
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# submit: qsub hpc/llm_directed.pbs status: qstat -u $USER
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#PBS -l select=1:ncpus=8:mem=64gb:ngpus=1:gpu_type=L40S
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#PBS -l walltime=02:00:00
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#PBS -N lam_llm_directed
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cd "$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/directed_hpc.yaml
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# results/llm_directed_hpc/ written in-place (parquet gitignored). Sync back to plot:
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# rsync -avz hpc:'…/LamarckianAI/results/llm_directed_hpc/' results/llm_directed_hpc/
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echo "done: $(date)"
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