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BFS-LTX2-Experiments

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  1. .gitattributes +19 -0
  2. ltx2_v2v_ic_lora_head_swap/checkpoints/lora_weights_step_01750.safetensors +3 -0
  3. ltx2_v2v_ic_lora_head_swap/checkpoints/lora_weights_step_02000.safetensors +3 -0
  4. ltx2_v2v_ic_lora_head_swap/checkpoints/lora_weights_step_02250.safetensors +3 -0
  5. ltx2_v2v_ic_lora_head_swap/checkpoints/lora_weights_step_02500.safetensors +3 -0
  6. ltx2_v2v_ic_lora_head_swap/checkpoints/lora_weights_step_02750.safetensors +3 -0
  7. ltx2_v2v_ic_lora_head_swap/samples/step_001750_2.mp4 +3 -0
  8. ltx2_v2v_ic_lora_head_swap/samples/step_001750_3.mp4 +3 -0
  9. ltx2_v2v_ic_lora_head_swap/samples/step_001750_4.mp4 +3 -0
  10. ltx2_v2v_ic_lora_head_swap/samples/step_002000_1.mp4 +3 -0
  11. ltx2_v2v_ic_lora_head_swap/samples/step_002000_2.mp4 +3 -0
  12. ltx2_v2v_ic_lora_head_swap/samples/step_002000_3.mp4 +3 -0
  13. ltx2_v2v_ic_lora_head_swap/samples/step_002000_4.mp4 +3 -0
  14. ltx2_v2v_ic_lora_head_swap/samples/step_002250_1.mp4 +3 -0
  15. ltx2_v2v_ic_lora_head_swap/samples/step_002250_2.mp4 +3 -0
  16. ltx2_v2v_ic_lora_head_swap/samples/step_002250_3.mp4 +3 -0
  17. ltx2_v2v_ic_lora_head_swap/samples/step_002250_4.mp4 +3 -0
  18. ltx2_v2v_ic_lora_head_swap/samples/step_002500_1.mp4 +3 -0
  19. ltx2_v2v_ic_lora_head_swap/samples/step_002500_2.mp4 +3 -0
  20. ltx2_v2v_ic_lora_head_swap/samples/step_002500_3.mp4 +3 -0
  21. ltx2_v2v_ic_lora_head_swap/samples/step_002500_4.mp4 +3 -0
  22. ltx2_v2v_ic_lora_head_swap/samples/step_002750_1.mp4 +3 -0
  23. ltx2_v2v_ic_lora_head_swap/samples/step_002750_2.mp4 +3 -0
  24. ltx2_v2v_ic_lora_head_swap/samples/step_002750_3.mp4 +3 -0
  25. ltx2_v2v_ic_lora_head_swap/samples/step_002750_4.mp4 +3 -0
  26. ltx2_v2v_ic_lora_head_swap_256/training_config.yaml +96 -0
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+ acceleration:
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+ load_text_encoder_in_8bit: false
3
+ mixed_precision_mode: bf16
4
+ quantization: null
5
+ checkpoints:
6
+ interval: 250
7
+ keep_last_n: 10
8
+ precision: bfloat16
9
+ data:
10
+ num_dataloader_workers: 2
11
+ preprocessed_data_root: .precomputed
12
+ flow_matching:
13
+ timestep_sampling_mode: shifted_logit_normal
14
+ timestep_sampling_params: {}
15
+ hub:
16
+ hub_model_id: Alissonerdx/BFS-LTX2
17
+ push_to_hub: true
18
+ lora:
19
+ alpha: 256
20
+ dropout: 0.01
21
+ rank: 256
22
+ target_modules:
23
+ - attn1.to_k
24
+ - attn1.to_q
25
+ - attn1.to_v
26
+ - attn1.to_out.0
27
+ - attn2.to_k
28
+ - attn2.to_q
29
+ - attn2.to_v
30
+ - attn2.to_out.0
31
+ - ff.net.0.proj
32
+ - ff.net.2
33
+ model:
34
+ load_checkpoint: null
35
+ model_path: /train/models/ltx-2-19b-dev.safetensors
36
+ text_encoder_path: /train/models/gemma
37
+ training_mode: lora
38
+ optimization:
39
+ batch_size: 1
40
+ enable_gradient_checkpointing: true
41
+ gradient_accumulation_steps: 1
42
+ learning_rate: 0.0001
43
+ max_grad_norm: 1.0
44
+ optimizer_type: adamw8bit
45
+ scheduler_params: {}
46
+ scheduler_type: cosine_with_restarts
47
+ steps: 10000
48
+ output_dir: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_256
49
+ seed: 42
50
+ training_strategy:
51
+ first_frame_conditioning_p: 1.0
52
+ name: video_to_video
53
+ reference_latents_dir: reference_latents
54
+ validation:
55
+ frame_rate: 25.0
56
+ generate_audio: false
57
+ guidance_scale: 4.0
58
+ images:
59
+ - dataset/test/test_1.jpeg
60
+ - dataset/test/test_2.png
61
+ - dataset/test/test_1_swapped.png
62
+ - dataset/test/test_2_swapped.png
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+ include_reference_in_output: true
64
+ inference_steps: 30
65
+ interval: 250
66
+ negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
67
+ prompts:
68
+ - head_swap
69
+ - head_swap
70
+ - head_swap
71
+ - head_swap
72
+ reference_videos:
73
+ - dataset/test/sample_10138_00001-audio.mp4
74
+ - dataset/test/sample_10139_00001-audio.mp4
75
+ - dataset/test/sample_10138_00001-audio.mp4
76
+ - dataset/test/sample_10139_00001-audio.mp4
77
+ seed: 42
78
+ skip_initial_validation: false
79
+ stg_blocks:
80
+ - 29
81
+ stg_mode: stg_v
82
+ stg_scale: 1.0
83
+ video_dims: !!python/tuple
84
+ - 704
85
+ - 384
86
+ - 73
87
+ videos_per_prompt: 1
88
+ wandb:
89
+ enabled: true
90
+ entity: null
91
+ log_validation_videos: true
92
+ project: ltx-2-trainer-28-01-2026-256
93
+ tags:
94
+ - ltx2
95
+ - ic-lora
96
+ - video-to-video