Index libero-all-suites/init_variants/core16_21
Browse files- README.md +10 -1
- checkpoint_index.json +36 -1
README.md
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# LoopWAM final checkpoints
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Final trained policy weights from the LoopWAM experiments. This repository contains **
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## October 9 additions: all-loop KV
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Dense-S12 / Dense-S30 trained on all four suites with the same data, normalization, initialization and schedule as `libero-all-suites/v0-video4-action4` (21,700 updates, global batch 128, seed 42) on two B200 GPUs. Not evaluated.
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## Checkpoint index
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| Directory | Model | Video/action loops | Parameters | Final evaluation |
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| [libero-all-suites/dense-s30](libero-all-suites/dense-s30) | dense_s30 | 1/1 | 1,416,114,247 | Training only; evaluation not run |
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| [libero-all-suites/dense-s12](libero-all-suites/dense-s12) | dense_s12 | 1/1 | 584,536,135 | Training only; evaluation not run |
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| [libero-all-suites/v0-video1-action4](libero-all-suites/v0-video1-action4) | v0 aligned | 1/4 | 584536135 | Not evaluated (training only) |
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# LoopWAM final checkpoints
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Final trained policy weights from the LoopWAM experiments. This repository contains **20 checkpoints**, separated by training data scope. Both original and repeated 4/4 runs are retained. All production checkpoints are from completed ten-epoch runs with global batch 128 and training seed 42.
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## October 9 additions: all-loop KV
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Dense-S12 / Dense-S30 trained on all four suites with the same data, normalization, initialization and schedule as `libero-all-suites/v0-video4-action4` (21,700 updates, global batch 128, seed 42) on two B200 GPUs. Not evaluated.
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## October 2026 additions: v0 initialization variants
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| Directory | Model | Video/action loops | Parameters | Evaluation |
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|---|---|---:|---:|---|
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| [libero-all-suites/init_variants/core16_21](libero-all-suites/init_variants/core16_21) | v0 init `core16_21` | 4/4 | 584,536,135 | Training only; evaluation not run |
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v0 (video 4 / action 4) retrained on all four suites with the same data, normalization, schedule and precision as `libero-all-suites/v0-video4-action4` (21,700 updates, global batch 128, seed 42) on two B200 GPUs; only the student initialization differs (see each directory's README and `init_variant_manifest.json`). Not evaluated.
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## Checkpoint index
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| Directory | Model | Video/action loops | Parameters | Final evaluation |
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|---|---|---|---:|---|
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| [libero-all-suites/init_variants/core16_21](libero-all-suites/init_variants/core16_21) | v0 init `core16_21` | 4/4 | 584,536,135 | Training only; evaluation not run |
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| [libero-all-suites/dense-s30](libero-all-suites/dense-s30) | dense_s30 | 1/1 | 1,416,114,247 | Training only; evaluation not run |
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| [libero-all-suites/dense-s12](libero-all-suites/dense-s12) | dense_s12 | 1/1 | 584,536,135 | Training only; evaluation not run |
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| [libero-all-suites/v0-video1-action4](libero-all-suites/v0-video1-action4) | v0 aligned | 1/4 | 584536135 | Not evaluated (training only) |
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checkpoint_index.json
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"gpu": "NVIDIA B200",
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"world_size": 2,
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"created_utc": "2026-10-26T18:32:27.508039+00:00"
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}
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],
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"updated_utc": "2026-10-
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}
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"gpu": "NVIDIA B200",
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"world_size": 2,
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"created_utc": "2026-10-26T18:32:27.508039+00:00"
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},
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{
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"id": "v0_core16_21_full_libero_hpg",
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"repo_path": "libero-all-suites/init_variants/core16_21",
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"training_path": "/blue/yu954774.ucf/an221229.ucf/checkpoints/LoopWAM/runs/v0_init_variants/core16_21/train",
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"source_sha256": "e1d4a1951d04b94fc1be93e25507db3bbc2d9b1fa7923495b5f8a89cc3053f15",
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"source_bytes": 7015638231,
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"export_sha256": "7810a43430d3bd2845a216bb7db42d9266aefac741a599f3e9dfbda7453e60b2",
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"export_bytes": 2338711947,
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"format": "loopwam-s-v1",
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"optimizer_included": false,
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"step": 21700,
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"version": "v0",
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"video_loops": 4,
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"action_loops": 4,
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"parameters": 584536135,
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"init_variant": "core16_21",
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"initialization_sha256": "3eb17dcb6e76904ff1dc0d00a224d71028336f65e2887a00a35c57769780bd2d",
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"initialization_mode": "wan_init_variant_core16_21_fresh_optimizer",
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"dataset_scope": "full_libero",
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"epochs": 10,
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"global_batch": 128,
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"training_seed": 42,
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"evaluation_status": "not_run_training_only",
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"success_rate": null,
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"successes": null,
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"episodes": 0,
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"training_seconds": 45906.3459946448,
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"tensor_equality_verified": true,
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"source_revision": "4ebf38a3c65aa5cc9d6c07d94c52f91c51551b57",
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"normalization_sha256": "d5ad351eb3272f416d34082e8af5483ba1118ceca355a37d9f268fdb269fb3e4",
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"fairness_check_passed": true,
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"gpu": "NVIDIA B200",
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"world_size": 2,
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"created_utc": "2026-10-27T15:22:03.001353+00:00"
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}
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],
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"updated_utc": "2026-10-27T15:22:03.001353+00:00"
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}
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