world-model-qa-atari

Archive of trained weights, configs and small evaluation artifacts for the Atari H.E.R.O. experiments (f-series F1-F8x, s-series S1-S6) of the private world-model-qa repository (Miraiyochi, inc.).

  • Source code / experiment READMEs: world-model-qa commit fef0deeaf2179d273392d1def10341301e39a6f9 (each experiment lives in experiments/<name>/; its README is the canonical record).
  • Moved here from Runpod network volumes on 2026-11-09 UTC; every file was SHA-256 hashed on the volume before upload and re-checked against the Hub LFS hash (SHA256SUMS.volume).
  • Excluded on purpose: optimizer-bearing intermediate checkpoints, public datasets, regenerable latent caches, Python environments.
  • Public archive (made public 2026-11-09). The UniReps 2026 H3 weights live in the public repo Miraiyochi/hierarchical-latent-subgoals; identical files are not duplicated here.

Notes

  • Atari runs came from two volumes: qwdnh26ixm (EUR-IS-3) and fhkh85lzmf (EUR-NO-2). 64 files present on both were byte-identical (incl. the F3d codec checkpoint_030000.pt) and are stored once.
  • Two files differed between the volumes; the EUR-NO-2 copy is stored next to the EUR-IS-3 one as *.from_fhkh85lzmf.json (atari_f2_a2a_fm_hero/Hero/progress, atari_f3a_dinov3_hero/Hero/latents_manifest). Per experiments/atari_f8_hierarchy_hero/README.md, the EUR-IS-3 f3a root was regenerated on 2026-08-27, while the EUR-NO-2 copy is the original F3d-era data.

Experiment → experiments/<name>/ → files in this repo

experiment (experiments/…) folder in this repo files size source volume
(EUR-NO-2 pod root: replay outputs and launch logs) pod_root_eur-no-2/ 125 0.07 GB fhkh85lzmf
REGEN_DONE.json wm-diamond_results/REGEN_DONE.json/ 1 0.00 GB qwdnh26ixm
REGEN_STARTED.json wm-diamond_results/REGEN_STARTED.json/ 1 0.00 GB qwdnh26ixm
atari_death_labels_hero wm-diamond_results/atari_death_labels_hero/ 3 0.00 GB fhkh85lzmf
atari_f1_offline_flat wm-diamond_experiments/atari_f1_offline_flat/ 70 0.01 GB fhkh85lzmf, qwdnh26ixm
atari_f2_a2a_fm_hero wm-diamond_experiments/atari_f2_a2a_fm_hero/ 17 0.01 GB fhkh85lzmf, qwdnh26ixm
atari_f2_a2a_fm_hero wm-diamond_results/atari_f2_a2a_fm_hero/ 32 0.70 GB fhkh85lzmf, qwdnh26ixm
atari_f3a_dinov3_hero wm-diamond_experiments/atari_f3a_dinov3_hero/ 17 0.00 GB fhkh85lzmf, qwdnh26ixm
atari_f3a_dinov3_hero wm-diamond_results/atari_f3a_dinov3_hero/ 21 0.68 GB fhkh85lzmf, qwdnh26ixm
atari_f3b_transformer_hero wm-diamond_experiments/atari_f3b_transformer_hero/ 17 0.00 GB fhkh85lzmf
atari_f3b_transformer_hero wm-diamond_results/atari_f3b_transformer_hero/ 19 0.64 GB fhkh85lzmf
atari_f3c_context32_hero wm-diamond_experiments/atari_f3c_context32_hero/ 17 0.00 GB fhkh85lzmf
atari_f3c_context32_hero wm-diamond_results/atari_f3c_context32_hero/ 19 0.64 GB fhkh85lzmf
atari_f3d_dinov3_transformer_hero wm-diamond_experiments/atari_f3d_dinov3_transformer_hero/ 17 0.00 GB fhkh85lzmf, qwdnh26ixm
atari_f3d_dinov3_transformer_hero wm-diamond_results/atari_f3d_dinov3_transformer_hero/ 25 0.64 GB fhkh85lzmf, qwdnh26ixm
atari_f4_scale10_hero wm-diamond_experiments/atari_f4_scale10_hero/ 17 0.00 GB fhkh85lzmf
atari_f4_scale10_hero wm-diamond_results/atari_f4_scale10_hero/ 29 0.68 GB fhkh85lzmf
atari_f5_fusion_ab_hero wm-diamond_experiments/atari_f5_fusion_ab_hero/ 51 0.01 GB qwdnh26ixm
atari_f5_fusion_ab_hero wm-diamond_results/atari_f5_fusion_ab_hero/ 124 4.30 GB qwdnh26ixm
atari_f6_horizon_xy_hero wm-diamond_experiments/atari_f6_horizon_xy_hero/ 50 0.02 GB qwdnh26ixm
atari_f6_horizon_xy_hero wm-diamond_results/atari_f6_horizon_xy_hero/ 116 3.96 GB qwdnh26ixm
atari_f7_latent_rollout_hero wm-diamond_results/atari_f7_latent_rollout_hero/ 3 0.01 GB qwdnh26ixm
atari_f8_hierarchy_hero wm-diamond_experiments/atari_f8_hierarchy_hero/ 21 0.00 GB qwdnh26ixm
atari_f8_hierarchy_hero wm-diamond_results/atari_f8_hierarchy_hero/ 28 1.17 GB qwdnh26ixm
atari_f8x_anchor_xattn_hero wm-diamond_results/atari_f8x_anchor_xattn_hero/ 12 0.59 GB qwdnh26ixm
atari_s1_scale_hero wm-diamond_results/atari_s1_scale_hero/ 83 7.32 GB fhkh85lzmf
atari_s2_repetition_hero wm-diamond_results/atari_s2_repetition_hero/ 72 14.33 GB fhkh85lzmf
atari_s3_slow_memory_hero wm-diamond_experiments/atari_s3_slow_memory_hero/ 20 0.00 GB fhkh85lzmf
atari_s3_slow_memory_hero wm-diamond_results/atari_s3_slow_memory_hero/ 53 6.17 GB fhkh85lzmf
atari_s4_frozen_l2_fused_hero wm-diamond_experiments/atari_s4_frozen_l2_fused_hero/ 47 0.03 GB fhkh85lzmf
atari_s4_frozen_l2_fused_hero wm-diamond_results/atari_s4_frozen_l2_fused_hero/ 54 7.24 GB fhkh85lzmf
atari_s5_rollout_clock_hero wm-diamond_experiments/atari_s5_rollout_clock_hero/ 14 0.00 GB fhkh85lzmf
atari_s5_rollout_clock_hero wm-diamond_results/atari_s5_rollout_clock_hero/ 17 2.51 GB fhkh85lzmf
atari_s5b_rollout_clock_fm_hero wm-diamond_experiments/atari_s5b_rollout_clock_fm_hero/ 14 0.00 GB fhkh85lzmf
atari_s5b_rollout_clock_fm_hero wm-diamond_results/atari_s5b_rollout_clock_fm_hero/ 23 5.13 GB fhkh85lzmf
atari_s6_keyframe_hier_hero wm-diamond_results/atari_s6_keyframe_hier_hero/ 34 3.94 GB fhkh85lzmf
regen.log wm-diamond_results/regen.log/ 1 0.00 GB qwdnh26ixm
regen_progress.json wm-diamond_results/regen_progress.json/ 1 0.00 GB qwdnh26ixm

Weight files (final / EMA checkpoints)

path size sha256
wm-diamond_results/atari_f2_a2a_fm_hero/Hero/train/checkpoint_030000.pt 678 MB a421025d95e14a9b…
wm-diamond_results/atari_f3a_dinov3_hero/Hero/train/checkpoint_030000.pt 678 MB 7282e4a069379d4c…
wm-diamond_results/atari_f3b_transformer_hero/Hero/train/checkpoint_030000.pt 643 MB 77095c6ba645629b…
wm-diamond_results/atari_f3c_context32_hero/Hero/train/checkpoint_030000.pt 643 MB 368ff946eee9cf89…
wm-diamond_results/atari_f3d_dinov3_transformer_hero/Hero/train/checkpoint_030000.pt 643 MB 1d022a10fb9eda94…
wm-diamond_results/atari_f4_scale10_hero/Hero/train/checkpoint_030000.pt 678 MB 714902c391245e38…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armA/seed_42/train/checkpoint_030000.pt 714 MB 7bc6d1522772f8a4…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armA/seed_43/train/checkpoint_030000.pt 714 MB 9f4c6cc449ccf454…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armA/seed_44/train/checkpoint_030000.pt 714 MB d5f3bae132acf54e…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armB/seed_42/train/checkpoint_030000.pt 714 MB 661d2a7c9c82ba45…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armB/seed_43/train/checkpoint_030000.pt 714 MB 4e23df14aa996917…
wm-diamond_results/atari_f5_fusion_ab_hero/Hero_armB/seed_44/train/checkpoint_030000.pt 714 MB ccc76c869b61562b…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armX/seed42/train/checkpoint_030000.pt 657 MB 637a615ccee3217a…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armX/seed43/train/checkpoint_030000.pt 657 MB 4fcf22faeb687b5a…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armX/seed44/train/checkpoint_030000.pt 657 MB 86089820530b32a8…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armY/seed42/train/checkpoint_030000.pt 657 MB 780a21103cfbff1f…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armY/seed43/train/checkpoint_030000.pt 657 MB 58fd53ebc1d924d5…
wm-diamond_results/atari_f6_horizon_xy_hero/Hero_armY/seed44/train/checkpoint_030000.pt 657 MB f2bfc8f1f85037ea…
wm-diamond_results/atari_f8_hierarchy_hero/decoder/checkpoint_030000.pt 159 MB 6f0c1943e3871d0a…
wm-diamond_results/atari_f8_hierarchy_hero/multi16/train/checkpoint_030000.pt 504 MB 6239149c9a28fe84…
wm-diamond_results/atari_f8_hierarchy_hero/multi8/train/checkpoint_030000.pt 504 MB ad3f50d9294639bf…
wm-diamond_results/atari_f8x_anchor_xattn_hero/multi16_cross/train/checkpoint_030000.pt 588 MB d54c0d50976e490c…
wm-diamond_results/atari_s1_scale_hero/decoder/checkpoint_030000.pt 159 MB a38be269704c6824…
wm-diamond_results/atari_s1_scale_hero/flat/train/checkpoint_060000.pt 3774 MB ccfa151107668562…
wm-diamond_results/atari_s1_scale_hero/hier/train/checkpoint_060000.pt 3380 MB ab551c239f7fa6e8…
wm-diamond_results/atari_s2_repetition_hero/a_flat/train/checkpoint_117000.pt 3774 MB c377244373f474a2…
wm-diamond_results/atari_s2_repetition_hero/a_hier/train/checkpoint_117000.pt 3380 MB 6d39494e6ae47b6b…
wm-diamond_results/atari_s2_repetition_hero/b_flat/train/checkpoint_312000.pt 3774 MB 05c1b34b8a1d814f…
wm-diamond_results/atari_s2_repetition_hero/b_hier/train/checkpoint_312000.pt 3380 MB 8cb21452e96a4eda…
wm-diamond_results/atari_s3_slow_memory_hero/flat32/train/checkpoint_117000.pt 1419 MB 632fa4ebdbc08052…
wm-diamond_results/atari_s3_slow_memory_hero/flat8/train/checkpoint_117000.pt 1418 MB 0d08b9cf34b95881…
wm-diamond_results/atari_s3_slow_memory_hero/hier_mem/train/checkpoint_117000.pt 3328 MB 189b47d78003a8ef…
wm-diamond_results/atari_s4_frozen_l2_fused_hero/b200/s4_hier_fused/anchor_supply.pt 6 MB 1ea642ceffeda985…
wm-diamond_results/atari_s4_frozen_l2_fused_hero/b200/s4_hier_fused/train/checkpoint_117000.pt 2211 MB 7db4e5c1457f589f…
wm-diamond_results/atari_s4_frozen_l2_fused_hero/b200/s4_l2/train/checkpoint_117000.pt 1663 MB da2a6ddc2deaa1c5…
wm-diamond_results/atari_s4_frozen_l2_fused_hero/s4_flat8_fused/train/checkpoint_117000.pt 1662 MB 5cb6e208a2440ada…
wm-diamond_results/atari_s4_frozen_l2_fused_hero/s4_l2/train/checkpoint_090000.pt 1663 MB cbdf8df957675057…
wm-diamond_results/atari_s5_rollout_clock_hero/flat/train/checkpoint_020000.pt 1239 MB e5c28343df19e1f9…
wm-diamond_results/atari_s5_rollout_clock_hero/hier/train/checkpoint_020000.pt 1252 MB a6c0760ee106d0bc…
wm-diamond_results/atari_s5b_rollout_clock_fm_hero/flat/train/checkpoint_010000.pt 2173 MB 50749b6370e50f1a…
wm-diamond_results/atari_s5b_rollout_clock_fm_hero/hier/train/checkpoint_010000.pt 2930 MB 6addd86650966e8a…
wm-diamond_results/atari_s6_keyframe_hier_hero/s6_hier_k4/anchor_supply.pt 25 MB 51591231dbe0129d…
wm-diamond_results/atari_s6_keyframe_hier_hero/s6_hier_k4/train/checkpoint_117000.pt 2211 MB 767e05e878e0d0bf…
wm-diamond_results/atari_s6_keyframe_hier_hero/s6_l2k/train/checkpoint_117000.pt 1663 MB 72b7c5981f52af90…
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