experiment: llm_merge_hpc kind: llm_merge seed: 1 n_replicates: 1 # Scaled version of configs/llm/merge.yaml for an L40S (48 GB): a bigger, more capable base so the # specialists decorrelate cleanly and the "recombined model exceeds any single specialist" sign is # less noisy than the 0.5B local prototype (where it was only marginal on overall accuracy). # NOTE (code TODOs for the *definitive* run, not yet built): loop several seeds and report mean±CI; # add more task families; and add a dilution-resistant / offspring-selected ("directed sex") merge. base_model: Qwen/Qwen2.5-7B-Instruct # ~15 GB bf16 + LoRA fits the L40S; fallback: 3B-Instruct families: [lists, strings, arith] n_train: 800 n_test: 200 epochs: 3 lora: {r: 16, alpha: 32} merges: [soup, ties] output: {dir: results/llm_merge_hpc}