# Drums generation comparison: Metallica – Master of Puppets (measures 0–16)

Settings: `decoding=parallel`, `temperature=0.0`, `guidance=1.0`, `seed=42`, range `start_measure=0`, `end_measure=16`.

| model | checkpoint | notes | kick | crash | snare |
|---|---:|---:|---:|---:|---:|
| latest_ep005 | `drums_artic_v1_cvae_pretrain_ep065_w768_s384_density_hyper1_epoch005.pt` | 37 | 20 | 15 | 2 |
| stage_candidate_final | `drums_artic_v1_cvae_pretrain_ep005_w768_s384_wd0_50ep_hyper3.pt` | 39 | 21 | 15 | 3 |
| old_best_epoch001 | `drums_artic_v1_cvae_pretrain_ep005_w768_s384_wd0_50ep_hyper3_20260430_epoch001.pt` | 42 | 22 | 15 | 5 |

Files:
- `/Users/gfuntusov/Development/songsterr/tab-ml/out/compare/drums_master_of_puppets_latest_ep005_m0_16.json`
- `/Users/gfuntusov/Development/songsterr/tab-ml/out/compare/drums_master_of_puppets_stage_candidate_final_m0_16.json`
- `/Users/gfuntusov/Development/songsterr/tab-ml/out/compare/drums_master_of_puppets_old_best_epoch001_m0_16.json`