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Browse files- .gitattributes +10 -0
- adamw8/checkpoints/lora_weights_step_00250.safetensors +3 -0
- adamw8/checkpoints/lora_weights_step_00500.safetensors +3 -0
- adamw8/checkpoints/lora_weights_step_00750.safetensors +3 -0
- adamw8/checkpoints/lora_weights_step_01000.safetensors +3 -0
- adamw8/checkpoints/lora_weights_step_01250.safetensors +3 -0
- adamw8/samples/step_000250_1.mp4 +3 -0
- adamw8/samples/step_000250_2.mp4 +3 -0
- adamw8/samples/step_000500_1.mp4 +3 -0
- adamw8/samples/step_000500_2.mp4 +3 -0
- adamw8/samples/step_000750_1.mp4 +3 -0
- adamw8/samples/step_000750_2.mp4 +3 -0
- adamw8/samples/step_001000_1.mp4 +3 -0
- adamw8/samples/step_001000_2.mp4 +3 -0
- adamw8/samples/step_001250_1.mp4 +3 -0
- adamw8/samples/step_001250_2.mp4 +3 -0
- adamw8/training_config.yaml +99 -0
.gitattributes
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adamw8/training_config.yaml
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acceleration:
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| 2 |
+
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: 128
|
| 20 |
+
dropout: 0.005
|
| 21 |
+
rank: 128
|
| 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 |
+
- adaln_single.linear
|
| 34 |
+
- video_embeddings_connector.transformer_1d_blocks.0.attn1.to_q
|
| 35 |
+
- video_embeddings_connector.transformer_1d_blocks.0.attn1.to_k
|
| 36 |
+
- video_embeddings_connector.transformer_1d_blocks.1.attn1.to_q
|
| 37 |
+
- video_embeddings_connector.transformer_1d_blocks.1.attn1.to_k
|
| 38 |
+
- scale_shift_table
|
| 39 |
+
model:
|
| 40 |
+
load_checkpoint: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_128_prodigy_4/checkpoints/lora_weights_step_03000_128.safetensors
|
| 41 |
+
model_path: /train/models/ltx-2-19b-dev.safetensors
|
| 42 |
+
text_encoder_path: /train/models/gemma
|
| 43 |
+
training_mode: lora
|
| 44 |
+
optimization:
|
| 45 |
+
batch_size: 1
|
| 46 |
+
enable_gradient_checkpointing: true
|
| 47 |
+
gradient_accumulation_steps: 1
|
| 48 |
+
learning_rate: 0.0005
|
| 49 |
+
max_grad_norm: 1.0
|
| 50 |
+
optimizer_type: adamw8bit
|
| 51 |
+
scheduler_params: {}
|
| 52 |
+
scheduler_type: cosine
|
| 53 |
+
steps: 3000
|
| 54 |
+
output_dir: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_128_adamw8_5
|
| 55 |
+
seed: 42
|
| 56 |
+
training_strategy:
|
| 57 |
+
condition_on_last_frame: false
|
| 58 |
+
first_frame_conditioning_p: 1.0
|
| 59 |
+
name: video_to_video
|
| 60 |
+
num_conditioning_frames: 1
|
| 61 |
+
reference_latents_dir: reference_latents
|
| 62 |
+
validation:
|
| 63 |
+
frame_rate: 25.0
|
| 64 |
+
generate_audio: false
|
| 65 |
+
guidance_scale: 4.0
|
| 66 |
+
images:
|
| 67 |
+
- dataset/test/351912466498942.png
|
| 68 |
+
- dataset/test/6403624465969299.png
|
| 69 |
+
include_reference_in_output: true
|
| 70 |
+
inference_steps: 30
|
| 71 |
+
interval: 250
|
| 72 |
+
negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
|
| 73 |
+
prompts:
|
| 74 |
+
- 'head_swap: replace the head in the video.'
|
| 75 |
+
- 'head_swap: replace the head in the video.'
|
| 76 |
+
reference_downscale_factor: 1
|
| 77 |
+
reference_videos:
|
| 78 |
+
- dataset/test/351912466498942.mp4
|
| 79 |
+
- dataset/test/6403624465969299.mp4
|
| 80 |
+
seed: 42
|
| 81 |
+
skip_initial_validation: true
|
| 82 |
+
stg_blocks:
|
| 83 |
+
- 29
|
| 84 |
+
stg_mode: stg_v
|
| 85 |
+
stg_scale: 1.0
|
| 86 |
+
video_dims: !!python/tuple
|
| 87 |
+
- 576
|
| 88 |
+
- 1024
|
| 89 |
+
- 49
|
| 90 |
+
videos_per_prompt: 1
|
| 91 |
+
wandb:
|
| 92 |
+
enabled: true
|
| 93 |
+
entity: null
|
| 94 |
+
log_validation_videos: true
|
| 95 |
+
project: ltx-2-trainer-31-01-2026-v1
|
| 96 |
+
tags:
|
| 97 |
+
- ltx2
|
| 98 |
+
- ic-lora
|
| 99 |
+
- video-to-video
|