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diff --git a/teste_v2_final/training_config.yaml b/teste_v2_final/training_config.yaml
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+acceleration:
+  load_text_encoder_in_8bit: false
+  mixed_precision_mode: bf16
+  quantization: null
+checkpoints:
+  interval: 100
+  keep_last_n: -1
+  precision: bfloat16
+data:
+  num_dataloader_workers: 2
+  preprocessed_data_root: .precomputed
+flow_matching:
+  timestep_sampling_mode: power_law
+  timestep_sampling_params: {}
+hub:
+  hub_model_id: null
+  push_to_hub: false
+lora:
+  alpha: 128
+  dropout: 0.0
+  rank: 128
+  target_modules:
+  - attn1.to_k
+  - attn1.to_q
+  - attn1.to_v
+  - attn1.to_out.0
+  - attn2.to_k
+  - attn2.to_q
+  - attn2.to_v
+  - attn2.to_out.0
+  - ff.net.0.proj
+  - ff.net.2
+  - adaln_single.linear
+model:
+  load_checkpoint: /workspace/LTX-2/packages/ltx-trainer/new_simple_dataset_adamw_new_dataset_final_test_ga1/ckpt/lora_weights_step_01400.safetensors
+  model_path: /workspace/models/ltx-2-19b-dev.safetensors
+  text_encoder_path: /workspace/models/gemma
+  training_mode: lora
+optimization:
+  batch_size: 1
+  enable_gradient_checkpointing: true
+  gradient_accumulation_steps: 1
+  learning_rate: 0.0001
+  max_grad_norm: 1.0
+  optimizer_type: adamw
+  scheduler_params: {}
+  scheduler_type: cosine
+  steps: 2000
+output_dir: /workspace/LTX-2/packages/ltx-trainer/outputs/head_swap
+seed: 42
+training_strategy:
+  background_loss_weight: 0.1
+  first_frame_conditioning_p: 1.0
+  mask_dir: masks
+  mask_loss_weight: 1.0
+  name: avatar_audio
+  reference_latents_dir: reference_latents
+  use_masked_loss: true
+validation:
+  frame_rate: 25.0
+  generate_audio: false
+  guidance_scale: 3.0
+  images:
+  - /workspace/LTX-2/packages/ltx-trainer/dataset/test/face.png
+  include_reference_in_output: true
+  inference_steps: 30
+  interval: 100
+  negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
+  prompts:
+  - head_swap
+  reference_downscale_factor: 1
+  reference_videos:
+  - /workspace/LTX-2/packages/ltx-trainer/dataset/test/guide.mp4
+  seed: 42
+  skip_initial_validation: true
+  stg_blocks:
+  - 29
+  stg_mode: stg_av
+  stg_scale: 1.0
+  video_dims: !!python/tuple
+  - 416
+  - 768
+  - 121
+  videos_per_prompt: 1
+wandb:
+  enabled: true
+  entity: null
+  log_validation_videos: true
+  project: head_swap
+  tags:
+  - ltx2
+  - head_swap