forma3d-tiny-3 / training.json
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Publish evaluated Forma3D Tiny 3 ABO continuation
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{
"base_model": "Lucasgitguy-co/forma3d-tiny-2",
"base_revision": "1648582b07a0f7f9d482a8c0f4cf89e6ecd86972",
"base_sha256": "c051b3f93d874f7c638588c9d0381754d3f954b1cd271121a033b2478d36bb1a",
"parameters": 306321,
"device": "mps",
"torch": "2.15.0",
"dataset": "codepawl/abo-glb",
"dataset_revision": "c7c8293fed3b7ab122ef5d7896521a187e0962d7",
"steps_requested": 6000,
"batch_size": 4,
"learning_rate": 5e-05,
"seed": 44,
"teacher_models_run": [],
"contains_synthetic": false,
"rendered_mesh_proxies": true,
"optimizer": "fresh AdamW, resumed on interruption",
"data": {
"dataset": "codepawl/abo-glb",
"revision": "c7c8293fed3b7ab122ef5d7896521a187e0962d7",
"objects": 512,
"views": 2048,
"groups": {
"train": 348,
"validation": 87,
"test": 77
},
"split_views": {
"train": 1392,
"validation": 348,
"test": 308
},
"manifest_sha256": {
"train": "65af1c16cefde7e9cd411af055ccdee36c183382db18a4fd9a9d4ea82fb248ee",
"validation": "65ca208e5b7d59d398056c997751b12a18ce05c9361e37f4160f3b1420cbe52a",
"test": "c8f927c42ba2ccecd960536de8c7c7431c8fe674401e1fbe7d7613d18cab860d"
},
"grouping": "object IDs, shared Amazon item IDs, exact mesh/image/target hashes",
"limitations": "Near duplicates can remain. Cross-dataset overlap with ancestor training is not fully known; only recorded exact source hashes were excluded."
},
"baseline_validation": {
"occupancy": 0.5408538651877436,
"position": 0.0941663452948647,
"colour": 0.046021819156333646,
"scale": 0.002074153210627231,
"rotation": 1.2924113261747727e-05,
"opacity": 0.0002730773832950192,
"geometry": 0.0,
"loss": 0.7275456369950853,
"occupancy_iou": 0.2717048296217817
}
}