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Browse files- .ipynb_checkpoints/config-checkpoint.yaml +54 -0
- checkpoint-1500/audio_proj/config.json +5 -0
- checkpoint-1500/audio_proj/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1500/diffusion_net/config.json +88 -0
- checkpoint-1500/diffusion_net/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1500/image_proj/config.json +5 -0
- checkpoint-1500/image_proj/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1500/optimizer.bin +3 -0
- checkpoint-1500/random_states_0.pkl +3 -0
- checkpoint-1500/reference_net/config.json +66 -0
- checkpoint-1500/reference_net/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1500/scheduler.bin +3 -0
- config.yaml +54 -0
.ipynb_checkpoints/config-checkpoint.yaml
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tracker_project_name: memo
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output_dir: outputs/finetune
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resume_from_checkpoint: null
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model_name_or_path: memoavatar/memo
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vae: stabilityai/sd-vae-ft-mse
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gradient_checkpointing: true
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gradient_accumulation_steps: 1
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train_batch_size: 1
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max_train_steps: 1500
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enable_xformers_memory_efficient_attention: true
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checkpoints_total_limit: 20
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robust_training: true
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learning_rate: 1.0e-05
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max_grad_norm: 1.0
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scale_lr: false
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lr_scheduler: constant
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lr_warmup_steps: 0
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seed: 42
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mixed_precision: bf16
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use_8bit_adam: false
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allow_tf32: true
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use_ema: false
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_weight_decay: 0.01
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adam_epsilon: 1.0e-08
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dataloader_num_workers: 16
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prefetch_factor: 4
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checkpointing_steps: 5000
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data:
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width: 512
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height: 512
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num_past_frames: 16
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dynamic_past_frames: false
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n_sample_frames: 16
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audio_margin: 2
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metadata_paths:
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- data/embedding/metadata.jsonl
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weighting_scheme: logit_normal
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logit_mean: 0.0
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logit_std: 1.0
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mode_scale: 1.29
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noise_scheduler_kwargs:
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num_train_timesteps: 1000
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train_reference_net: false
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train_diffusion_net: true
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train_image_proj: false
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train_audio_proj: false
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trainable_modules:
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- motion_modules
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- audio_modules
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uncond_img_ratio: 0.05
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uncond_audio_ratio: 0.05
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start_ratio: 0.05
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checkpoint-1500/audio_proj/config.json
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{
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"_class_name": "AudioProjModel",
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"_diffusers_version": "0.31.0",
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"_name_or_path": "memoavatar/memo"
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}
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checkpoint-1500/audio_proj/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc1c7d4583571f4648f5bf82b70246671d4576837154be38436327f3e8c0e8cc
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size 72930976
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checkpoint-1500/diffusion_net/config.json
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{
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"_center_input_sample": false,
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"_class_name": "UNet3DConditionModel",
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"_diffusers_version": "0.31.0",
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"_name_or_path": "memoavatar/memo",
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"_out_channels": 4,
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": 8,
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"attention_type": "default",
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"audio_attention_dim": 768,
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"cross_attention_dim": 768,
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"down_block_types": [
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"CrossAttnDownBlock3D",
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"CrossAttnDownBlock3D",
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"CrossAttnDownBlock3D",
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"DownBlock3D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"emo_drop_rate": 0.05,
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"encoder_hid_dim": null,
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"encoder_hid_dim_type": null,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock3DCrossAttn",
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"motion_module_kwargs": {
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"attention_block_types": [
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"Temporal_Self",
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"Temporal_Self"
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],
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"num_attention_heads": 8,
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"num_transformer_block": 1,
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"temporal_attention_dim_div": 1,
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"temporal_position_encoding": true,
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"temporal_position_encoding_max_len": 32
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},
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"motion_module_resolutions": [
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1,
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2,
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4,
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8
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],
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": null,
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"resnet_time_scale_shift": "default",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"unet_use_cross_frame_attention": false,
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"unet_use_temporal_attention": false,
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"up_block_types": [
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"UpBlock3D",
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"CrossAttnUpBlock3D",
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"CrossAttnUpBlock3D",
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"CrossAttnUpBlock3D"
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],
|
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"upcast_attention": false,
|
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"use_inflated_groupnorm": true,
|
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"use_linear_projection": false
|
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}
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checkpoint-1500/diffusion_net/diffusion_pytorch_model.safetensors
ADDED
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1 |
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version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:2711322f4317dd996274cac8f555b315b781c58405b4ce9e70ce64d501838f4a
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+
size 3356369240
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checkpoint-1500/image_proj/config.json
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{
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"_class_name": "ImageProjModel",
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"_diffusers_version": "0.31.0",
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"_name_or_path": "memoavatar/memo"
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}
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checkpoint-1500/image_proj/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9855dabf683d8c17b265567737bc90e5a0b032db7551b78f028cd9b03439abe5
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size 3155280
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checkpoint-1500/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b247356a5bec7597bcf105176559d94fa25a02aa24f2bcab6b9bcb00397eab0
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size 3270385552
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checkpoint-1500/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:3f05c5624b7fde6d9291790f7bea93920bbaa08d64c02d2066696ce0990ec07b
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size 14344
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checkpoint-1500/reference_net/config.json
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{
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"_center_input_sample": false,
|
3 |
+
"_class_name": "UNet2DConditionModel",
|
4 |
+
"_diffusers_version": "0.31.0",
|
5 |
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"_name_or_path": "memoavatar/memo",
|
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"_out_channels": 4,
|
7 |
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"act_fn": "silu",
|
8 |
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"addition_embed_type": null,
|
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"addition_embed_type_num_heads": 64,
|
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"addition_time_embed_dim": null,
|
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"attention_head_dim": 8,
|
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"attention_type": "default",
|
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"block_out_channels": [
|
14 |
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320,
|
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640,
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16 |
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1280,
|
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1280
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],
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"center_input_sample": false,
|
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"class_embed_type": null,
|
21 |
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"class_embeddings_concat": false,
|
22 |
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"conv_in_kernel": 3,
|
23 |
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"cross_attention_dim": 768,
|
24 |
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"down_block_types": [
|
25 |
+
"CrossAttnDownBlock2D",
|
26 |
+
"CrossAttnDownBlock2D",
|
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+
"CrossAttnDownBlock2D",
|
28 |
+
"DownBlock2D"
|
29 |
+
],
|
30 |
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"downsample_padding": 1,
|
31 |
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"dropout": 0.0,
|
32 |
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"dual_cross_attention": false,
|
33 |
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"encoder_hid_dim": null,
|
34 |
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"encoder_hid_dim_type": null,
|
35 |
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"flip_sin_to_cos": true,
|
36 |
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"freq_shift": 0,
|
37 |
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"in_channels": 4,
|
38 |
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"layers_per_block": 2,
|
39 |
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"mid_block_only_cross_attention": null,
|
40 |
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"mid_block_scale_factor": 1,
|
41 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
42 |
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"norm_eps": 1e-05,
|
43 |
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"norm_num_groups": 32,
|
44 |
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"num_attention_heads": null,
|
45 |
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"num_class_embeds": null,
|
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"only_cross_attention": false,
|
47 |
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"out_channels": 4,
|
48 |
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"projection_class_embeddings_input_dim": null,
|
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"resnet_time_scale_shift": "default",
|
50 |
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"reverse_transformer_layers_per_block": null,
|
51 |
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"sample_size": 64,
|
52 |
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"time_cond_proj_dim": null,
|
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"time_embedding_act_fn": null,
|
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"time_embedding_dim": null,
|
55 |
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"time_embedding_type": "positional",
|
56 |
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"timestep_post_act": null,
|
57 |
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"transformer_layers_per_block": 1,
|
58 |
+
"up_block_types": [
|
59 |
+
"UpBlock2D",
|
60 |
+
"CrossAttnUpBlock2D",
|
61 |
+
"CrossAttnUpBlock2D",
|
62 |
+
"CrossAttnUpBlock2D"
|
63 |
+
],
|
64 |
+
"upcast_attention": false,
|
65 |
+
"use_linear_projection": false
|
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}
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checkpoint-1500/reference_net/diffusion_pytorch_model.safetensors
ADDED
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1 |
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version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:0550a76a5df4c295610040f90075b3bbf64f7d6be58cfc93a9722be1377b2486
|
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size 1714214152
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checkpoint-1500/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:dcdd883061f8f3514731c51041dc7231d10951713a9abbd57d4f968a9c567ce3
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size 1000
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config.yaml
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tracker_project_name: memo
|
2 |
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output_dir: outputs/finetune
|
3 |
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resume_from_checkpoint: null
|
4 |
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model_name_or_path: memoavatar/memo
|
5 |
+
vae: stabilityai/sd-vae-ft-mse
|
6 |
+
gradient_checkpointing: true
|
7 |
+
gradient_accumulation_steps: 1
|
8 |
+
train_batch_size: 1
|
9 |
+
max_train_steps: 1500
|
10 |
+
enable_xformers_memory_efficient_attention: true
|
11 |
+
checkpoints_total_limit: 20
|
12 |
+
robust_training: true
|
13 |
+
learning_rate: 1.0e-05
|
14 |
+
max_grad_norm: 1.0
|
15 |
+
scale_lr: false
|
16 |
+
lr_scheduler: constant
|
17 |
+
lr_warmup_steps: 0
|
18 |
+
seed: 42
|
19 |
+
mixed_precision: bf16
|
20 |
+
use_8bit_adam: false
|
21 |
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allow_tf32: true
|
22 |
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use_ema: false
|
23 |
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adam_beta1: 0.9
|
24 |
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adam_beta2: 0.999
|
25 |
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adam_weight_decay: 0.01
|
26 |
+
adam_epsilon: 1.0e-08
|
27 |
+
dataloader_num_workers: 16
|
28 |
+
prefetch_factor: 4
|
29 |
+
checkpointing_steps: 5000
|
30 |
+
data:
|
31 |
+
width: 512
|
32 |
+
height: 512
|
33 |
+
num_past_frames: 16
|
34 |
+
dynamic_past_frames: false
|
35 |
+
n_sample_frames: 16
|
36 |
+
audio_margin: 2
|
37 |
+
metadata_paths:
|
38 |
+
- data/embedding/metadata.jsonl
|
39 |
+
weighting_scheme: logit_normal
|
40 |
+
logit_mean: 0.0
|
41 |
+
logit_std: 1.0
|
42 |
+
mode_scale: 1.29
|
43 |
+
noise_scheduler_kwargs:
|
44 |
+
num_train_timesteps: 1000
|
45 |
+
train_reference_net: false
|
46 |
+
train_diffusion_net: true
|
47 |
+
train_image_proj: false
|
48 |
+
train_audio_proj: false
|
49 |
+
trainable_modules:
|
50 |
+
- motion_modules
|
51 |
+
- audio_modules
|
52 |
+
uncond_img_ratio: 0.05
|
53 |
+
uncond_audio_ratio: 0.05
|
54 |
+
start_ratio: 0.05
|