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@@ -501,3 +501,5 @@ adamw8/samples/step_002000_1.mp4 filter=lfs diff=lfs merge=lfs -text
 adamw8/samples/step_002000_2.mp4 filter=lfs diff=lfs merge=lfs -text
 adamw8/samples/step_002250_1.mp4 filter=lfs diff=lfs merge=lfs -text
 adamw8/samples/step_002250_2.mp4 filter=lfs diff=lfs merge=lfs -text
+adamw8/samples/step_002500_1.mp4 filter=lfs diff=lfs merge=lfs -text
+adamw8/samples/step_002500_2.mp4 filter=lfs diff=lfs merge=lfs -text

adamw8/checkpoints/lora_weights_step_00250.safetensors

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adamw8/training_config.yaml

@@ -10,8 +10,10 @@ data:
   num_dataloader_workers: 2
   preprocessed_data_root: .precomputed
 flow_matching:
-  timestep_sampling_mode: shifted_logit_normal
-  timestep_sampling_params: {}
+  timestep_sampling_mode: uniform
+  timestep_sampling_params:
+    max_value: 0.8
+    min_value: 0.1
 hub:
   hub_model_id: Alissonerdx/BFS-LTX2
   push_to_hub: true
@@ -31,13 +33,8 @@ lora:
   - ff.net.0.proj
   - ff.net.2
   - adaln_single.linear
-  - video_embeddings_connector.transformer_1d_blocks.0.attn1.to_q
-  - video_embeddings_connector.transformer_1d_blocks.0.attn1.to_k
-  - video_embeddings_connector.transformer_1d_blocks.1.attn1.to_q
-  - video_embeddings_connector.transformer_1d_blocks.1.attn1.to_k
-  - scale_shift_table
 model:
-  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
+  load_checkpoint: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_128_adamw8_5/checkpoints
   model_path: /train/models/ltx-2-19b-dev.safetensors
   text_encoder_path: /train/models/gemma
   training_mode: lora
@@ -45,11 +42,11 @@ optimization:
   batch_size: 1
   enable_gradient_checkpointing: true
   gradient_accumulation_steps: 1
-  learning_rate: 0.0005
+  learning_rate: 0.0001
   max_grad_norm: 1.0
   optimizer_type: adamw8bit
   scheduler_params: {}
-  scheduler_type: cosine
+  scheduler_type: linear
   steps: 3000
 output_dir: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_128_adamw8_5
 seed: 42