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configs/generate_distributed.yaml
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__object__:
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path: generate_distributed
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name: VINCIEGenerator
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dit:
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model:
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__object__:
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path: models.dit.nadit
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name: NaDiT
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args: as_params
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vid_in_channels: 33
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vid_out_channels: 16
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vid_dim: 2560
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vid_out_norm: fusedrms
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txt_in_dim: 5120
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txt_in_norm: fusedln
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txt_dim: ${.vid_dim}
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emb_dim: ${eval:'6 * ${.vid_dim}'}
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heads: 20
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head_dim: 128
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expand_ratio: 4
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norm: fusedrms
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norm_eps: 1e-5
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ada: single
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qk_bias: False
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qk_rope: True
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qk_norm: fusedrms
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patch_size: [ 1,2,2 ]
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num_layers: 32 # llm-like
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mm_layers: 10
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mlp_type: swiglu
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block_type: mmdit
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msa_type: mm_full
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rope_type: mmrope3d
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rope_dim: 128
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compile: False
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gradient_checkpoint: True
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checkpoint: /app/ckpt/VINCIE-3B/dit.pth
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fsdp:
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sharding_strategy: _HYBRID_SHARD_ZERO2
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ema:
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decay: 0.9998
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vae:
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model:
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__inherit__: /app/models/vae/s8_c16_t4_inflation_sd3.yaml
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slicing:
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split_size:
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memory_device: same
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checkpoint: /app/ckpt/VINCIE-3B/vae.pth
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scaling_factor: 0.9152
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compile: False
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# grouping: True
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grouping: False
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dtype: bfloat16
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text:
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models:
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- type: llm14b
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path: /app/ckpt/VINCIE-3B/llm14b
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# path: llm14b
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max_length: 150
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layer: last
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mask: True
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dropout: 0.1
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compile: False
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dtype: bfloat16
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fsdp:
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enabled: True
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sharding_strategy: HYBRID_SHARD
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prompt_id_embedding:
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model:
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__object__:
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path: models.embedding.prompt_emb
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name: PromptEmbedding
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args: as_params
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max_num_prompts: 64 # max number of turns or prompts in a session
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embedding_dim: 5120
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fusion_strategy: seq_concat
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# fusion_strategy: dim_add
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diffusion:
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schedule:
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type: lerp
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T: 1000.0
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sampler:
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type: euler
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prediction_type: v_lerp
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timesteps:
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training:
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type: logitnormal
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loc: 0.0
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scale: 1.0
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sampling:
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type: uniform_trailing
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steps: 50
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shift: 12
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loss:
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type: v_lerp
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cfg:
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scale: 7.5
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rescale: 0
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partial: 1.0
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data:
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video:
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type: session_image
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generation:
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seed: 0
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aspect_ratio: keep_ratio
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resolution: 256
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fps: 2
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batch_size: 1
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sequence_parallel: 1
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repeat: 1
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use_img_placehoder: True
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output:
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dir: output/mse_bench
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filename: "{index}_turn{turn_index}_rep{repeat_index}_seed{seed}"
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positive_prompt:
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path: benchmark/mse_bench
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negative_prompt: "Worst quality, Normal quality, Low quality, Low res, Blurry, Jpeg artifacts, Grainy, text, logo, watermark, banner, extra digits, signature, subtitling, Bad anatomy, Bad proportions, Deformed, Disconnected limbs, Disfigured, Extra arms, Extra limbs, Extra hands, Fused fingers, Gross proportions, Long neck, Malformed limbs, Mutated, Mutated hands, Mutated limbs, Missing arms, Missing fingers, Poorly drawn hands, Poorly drawn face, Nsfw, Uncensored, Cleavage, Nude, Nipples, Overexposed, Plain background, Grainy, Underexposed, Deformed structures"
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