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  2. new_simple_dataset_prodigy_again_again_more_data_128/checkpoints/lora_weights_step_00100.safetensors +3 -0
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  23. new_simple_dataset_prodigy_again_again_more_data_128/training_config.yaml +86 -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
7
+ keep_last_n: -1
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+ precision: bfloat16
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+ data:
10
+ num_dataloader_workers: 2
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+ preprocessed_data_root: .precomputed
12
+ flow_matching:
13
+ timestep_sampling_mode: power_law
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+ timestep_sampling_params: {}
15
+ hub:
16
+ 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:
23
+ - to_k
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+ - to_q
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+ - to_v
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+ - to_out.0
27
+ - net.0.proj
28
+ - net.2
29
+ - adaln_single.linear
30
+ model:
31
+ load_checkpoint: /workspace/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_simple_dataset_prodigy_again/checkpoints
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+ model_path: /workspace/models/ltx-2-19b-dev.safetensors
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+ text_encoder_path: /workspace/models/gemma
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+ training_mode: lora
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+ optimization:
36
+ 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_params: {}
42
+ optimizer_type: prodigy
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+ scheduler_params: {}
44
+ scheduler_type: constant
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+ steps: 2000
46
+ output_dir: /workspace/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_simple_dataset_prodigy_again
47
+ seed: 42
48
+ training_strategy:
49
+ first_frame_conditioning_p: 0.95
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+ name: video_to_video
51
+ reference_latents_dir: reference_latents
52
+ validation:
53
+ frame_rate: 25.0
54
+ generate_audio: false
55
+ guidance_scale: 4.0
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+ images:
57
+ - /workspace/LTX-2/packages/ltx-trainer/dataset/test/galocego.jpeg
58
+ include_reference_in_output: true
59
+ inference_steps: 30
60
+ interval: 100
61
+ negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
62
+ prompts:
63
+ - head_swap
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+ reference_downscale_factor: 1
65
+ reference_videos:
66
+ - /workspace/LTX-2/packages/ltx-trainer/dataset/test/AnimateDiff_00003.mp4
67
+ seed: 42
68
+ skip_initial_validation: true
69
+ stg_blocks:
70
+ - 29
71
+ stg_mode: stg_v
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+ stg_scale: 1.0
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+ video_dims: !!python/tuple
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+ - 384
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+ - 704
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+ - 81
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+ videos_per_prompt: 1
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+ wandb:
79
+ enabled: true
80
+ entity: null
81
+ log_validation_videos: true
82
+ project: ltx-2-trainer-simple-dataset
83
+ tags:
84
+ - ltx2
85
+ - ic-lora
86
+ - video-to-video