Friedrich-M
Claude Opus 5.5
Release unimate_uniml3d_f60_v3_cross_attn trained to 150k steps with checkpoints 100k-150k and add it to the model card and index; stop distributing training logs and samples for every model
174fc75 | { | |
| "name": "UniMate", | |
| "code": "https://github.com/Friedrich-M/UniMate", | |
| "paper": "https://arxiv.org/abs/2609.05415", | |
| "models": { | |
| "unimate_uniml3d_f60_v3": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "configs/uniml3d_60frames_graph_adaln.json", | |
| "attention": "graph", | |
| "text_cond": "adaln", | |
| "num_layers": 10, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 150000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_150000.pt", | |
| "status": "recommended", | |
| "dataset_revision": "d0f19d943038fb782a26c2a615bd9b3d4f3a8728" | |
| }, | |
| "unimate_uniml3d_f60_v3_cross_attn": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "configs/uniml3d_60frames_full_cross_attn.json", | |
| "attention": "full", | |
| "text_cond": "cross_attn", | |
| "num_layers": 10, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 150000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_150000.pt", | |
| "status": "variant", | |
| "dataset_revision": "d0f19d943038fb782a26c2a615bd9b3d4f3a8728" | |
| }, | |
| "unimate_uniml3d_f60_v2": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "unimate_uniml3d_f60_v2/config.json", | |
| "attention": "graph", | |
| "text_cond": "adaln", | |
| "num_layers": 10, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 100000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_100000.pt", | |
| "status": "previous", | |
| "dataset_revision": "faaa81773b315247b03f183548e3898dbec2ce80" | |
| }, | |
| "unimate_uniml3d_f60_v2_cross_attn": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "unimate_uniml3d_f60_v2_cross_attn/config.json", | |
| "attention": "full", | |
| "text_cond": "cross_attn", | |
| "num_layers": 10, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 100000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_100000.pt", | |
| "status": "previous", | |
| "dataset_revision": "faaa81773b315247b03f183548e3898dbec2ce80" | |
| }, | |
| "unimate_mixamo_f60_v2": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "configs/mixamo_60frames_graph_adaln.json", | |
| "attention": "graph", | |
| "text_cond": "adaln", | |
| "num_layers": 6, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 120000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_120000.pt", | |
| "status": "recommended_for_mixamo", | |
| "dataset_revision": "faaa81773b315247b03f183548e3898dbec2ce80" | |
| }, | |
| "unimate_truebones_f60_v2": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "configs/truebones_60frames_graph_adaln.json", | |
| "attention": "graph", | |
| "text_cond": "adaln", | |
| "num_layers": 6, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 80000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_80000.pt", | |
| "status": "recommended_for_truebones", | |
| "dataset_revision": "faaa81773b315247b03f183548e3898dbec2ce80" | |
| }, | |
| "unimate_uniml3d_f60_v1_preview": { | |
| "dataset": "Linzhan/UniML3D", | |
| "train_config": "unimate_uniml3d_f60_v1_preview/config.json", | |
| "attention": "graph", | |
| "text_cond": "adaln", | |
| "num_layers": 10, | |
| "latent_dim": 512, | |
| "num_frames": 60, | |
| "fps": 30, | |
| "steps": 120000, | |
| "recommended_checkpoint": "checkpoints/checkpoint_step_120000.pt", | |
| "status": "superseded" | |
| } | |
| } | |
| } | |