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  1. .gitattributes +32 -0
  2. head_swap_magenta_blur_without_mask/checkpoints/lora_weights_step_00250.safetensors +3 -0
  3. head_swap_magenta_blur_without_mask/checkpoints/lora_weights_step_00500.safetensors +3 -0
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  49. head_swap_magenta_blur_without_mask/samples/step_004000_1.mp4 +3 -0
  50. head_swap_magenta_blur_without_mask/training_config.yaml +91 -0
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+ acceleration:
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+ load_text_encoder_in_8bit: false
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+ mixed_precision_mode: bf16
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+ quantization: null
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+ checkpoints:
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+ interval: 250
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+ keep_last_n: -1
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+ precision: bfloat16
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+ data:
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+ num_dataloader_workers: 2
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+ preprocessed_data_root: .precomputed
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+ flow_matching:
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+ timestep_sampling_mode: shifted_logit_normal
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+ timestep_sampling_params: {}
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+ hub:
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+ hub_model_id: null
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+ push_to_hub: false
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+ lora:
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+ alpha: 128
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+ dropout: 0.0
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+ rank: 128
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+ target_modules:
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+ - attn1.to_k
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+ - attn1.to_q
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+ - attn1.to_v
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+ - attn1.to_out.0
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+ - attn2.to_k
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+ - attn2.to_q
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+ - attn2.to_v
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+ - attn2.to_out.0
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+ - ff.net.0.proj
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+ - ff.net.2
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+ model:
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+ load_checkpoint: null
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+ model_path: /workspace/models/ltx-2-19b-dev.safetensors
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+ text_encoder_path: /workspace/models/gemma
37
+ training_mode: lora
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+ optimization:
39
+ batch_size: 1
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+ enable_gradient_checkpointing: true
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+ gradient_accumulation_steps: 1
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+ learning_rate: 1.0
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+ max_grad_norm: 1.0
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+ optimizer_type: prodigy
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+ scheduler_params: {}
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+ scheduler_type: constant
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+ steps: 10000
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+ output_dir: /workspace/LTX-2/packages/ltx-trainer/outputs/head_swap
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+ seed: 42
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+ training_strategy:
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+ background_loss_weight: 0.1
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+ first_frame_conditioning_p: 1.0
53
+ mask_dir: masks
54
+ mask_loss_weight: 2.0
55
+ name: avatar_audio
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+ reference_latents_dir: reference_latents
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+ use_masked_loss: true
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+ validation:
59
+ frame_rate: 25.0
60
+ generate_audio: false
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+ guidance_scale: 3.0
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+ images:
63
+ - /workspace/LTX-2/packages/ltx-trainer/dataset/test/face.png
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+ include_reference_in_output: true
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+ inference_steps: 30
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+ interval: 125
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+ negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
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+ prompts:
69
+ - head_swap
70
+ reference_downscale_factor: 1
71
+ reference_videos:
72
+ - /workspace/LTX-2/packages/ltx-trainer/dataset/test/guide.mp4
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+ seed: 42
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+ skip_initial_validation: true
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+ stg_blocks:
76
+ - 29
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+ stg_mode: stg_av
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+ stg_scale: 1.0
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+ video_dims: !!python/tuple
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+ - 416
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+ - 768
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+ - 121
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+ videos_per_prompt: 1
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+ wandb:
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+ enabled: true
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+ entity: null
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+ log_validation_videos: true
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+ project: head_swap
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+ tags:
90
+ - ltx2
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+ - head_swap