| defaults: | |
| - df_base | |
| n_frames: ${dataset.n_frames} | |
| frame_skip: ${dataset.frame_skip} | |
| metadata: ${dataset.metadata} | |
| # training hyperparameters | |
| weight_decay: 2e-3 | |
| warmup_steps: 1000 | |
| optimizer_beta: [0.9, 0.99] | |
| action_cond_dim: 25 | |
| use_plucker: true | |
| diffusion: | |
| # training | |
| beta_schedule: sigmoid | |
| objective: pred_v | |
| use_fused_snr: True | |
| cum_snr_decay: 0.96 | |
| clip_noise: 20. | |
| # sampling | |
| sampling_timesteps: 20 | |
| ddim_sampling_eta: 0.0 | |
| stabilization_level: 15 | |
| # architecture | |
| architecture: | |
| network_size: 64 | |
| attn_heads: 4 | |
| attn_dim_head: 64 | |
| dim_mults: [1, 2, 4, 8] | |
| resolution: ${dataset.resolution} | |
| attn_resolutions: [16, 32, 64, 128] | |
| use_init_temporal_attn: True | |
| use_linear_attn: True | |
| time_emb_type: rotary | |
| _name: df_video_worldmemminecraft |