Upload folder using huggingface_hub

.gitattributes

@@ -923,3 +923,8 @@ muon_v2_64/samples/step_000800_1.mp4 filter=lfs diff=lfs merge=lfs -text
 muon_v2_64/samples/step_001000_1.mp4 filter=lfs diff=lfs merge=lfs -text
 muon_v2_64/samples/step_001200_1.mp4 filter=lfs diff=lfs merge=lfs -text
 muon_v2_64/samples/step_001400_1.mp4 filter=lfs diff=lfs merge=lfs -text
+muon_v2_64/samples/step_000100_1.mp4 filter=lfs diff=lfs merge=lfs -text
+muon_v2_64/samples/step_000300_1.mp4 filter=lfs diff=lfs merge=lfs -text
+muon_v2_64/samples/step_001600_1.mp4 filter=lfs diff=lfs merge=lfs -text
+muon_v2_64/samples/step_001800_1.mp4 filter=lfs diff=lfs merge=lfs -text
+muon_v2_64/samples/step_002000_1.mp4 filter=lfs diff=lfs merge=lfs -text

muon_v2_64/checkpoints/lora_weights_step_00200.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:af5746bc2937ee83d8415865d77a6ea455d990aa4d611abf851e8cf0cf9afc53
+oid sha256:b30396d1251793fcd2f4159ac423d2b9bd8eaed22117b78f127a4cd5605f0fb3
 size 658113704

muon_v2_64/checkpoints/lora_weights_step_01600.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:007a8028c3ccc4b4be8c258366b21f3016e2ddae9f06232e8daeb8379c93a3ea
+size 658113704

muon_v2_64/checkpoints/lora_weights_step_01800.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:441cd5ef00cbd880ffadd61c212a26a2d13ab7234b5886514f4f367facf1f606
+size 658113704

muon_v2_64/checkpoints/lora_weights_step_02000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3ba46a7f5320fc76219dcd7dd92df75ce26d33c5e3189463e0a82eba399bbcf
+size 658113704

muon_v2_64/samples/step_000000_1.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f44e3cb560102bff0c197027259b14b7f8b9775fd4101f4013bb0acbf99b3edd
-size 336279
+oid sha256:65e16004e95a261f9139f0f283716339eaee7498b3b54255846cc711e1b13b1f
+size 495283

muon_v2_64/samples/step_000100_1.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76a5b4004d0e970074189ee5df9dbe452729ae7cff08853b3ffc03a0a67ebea3
+size 497583

muon_v2_64/samples/step_000200_1.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:390d3707623139d6512bd4574ab2cfcccd491ff61e5d4f0b6cbcbb391af19313
-size 341394
+oid sha256:22d48777c78e8a590eb43b613602f1856faea05e606331781d2e8423cfc19d6b
+size 503281

muon_v2_64/samples/step_000300_1.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:989ab1e62d5b1bc130b97c4ce35560a38da31bfa1cffe10764fd5d50ee685c7f
+size 495888

muon_v2_64/samples/step_001600_1.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22b57b54938787fc9c1dc5c0fe85eb3045ab738c79d56f8916a3e012d016e500
+size 337923

muon_v2_64/samples/step_001800_1.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:947344f1e027be9687c58bb11d6c60bdbc80137ee404d6b34451cd70e89e2598
+size 340074

muon_v2_64/samples/step_002000_1.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb0b9e046a2ac383fd3a5db9e7c7c87ab880272ac194b2d8b64e91b2ef18fb9f
+size 341551

muon_v2_64/training_config.yaml

@@ -10,7 +10,7 @@ data:
   num_dataloader_workers: 2
   preprocessed_data_root: .precomputed
 flow_matching:
-  timestep_sampling_mode: high_noise
+  timestep_sampling_mode: balanced
   timestep_sampling_params: {}
 hub:
   hub_model_id: null
@@ -40,12 +40,12 @@ optimization:
   batch_size: 1
   enable_gradient_checkpointing: true
   gradient_accumulation_steps: 4
-  learning_rate: 0.01
+  learning_rate: 1.0
   max_grad_norm: 1.0
   optimizer_params: {}
-  optimizer_type: muon
+  optimizer_type: prodigy
   scheduler_params: {}
-  scheduler_type: linear
+  scheduler_type: constant
   steps: 5000
 output_dir: /workspace/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap_v2_muon
 seed: 42
@@ -61,7 +61,7 @@ validation:
   - /workspace/LTX-2/packages/ltx-trainer/dataset/test/615b11873c1efdd3b00af5dd7ffd4d81.jpg
   include_reference_in_output: true
   inference_steps: 30
-  interval: 200
+  interval: 100
   negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
   prompts:
   - 'head_swap: Elderly man with fair, weathered skin, narrow face, short messy gray
@@ -69,7 +69,7 @@ validation:
     uneven front teeth.'
   reference_downscale_factor: 1
   reference_videos:
-  - /workspace/LTX-2/packages/ltx-trainer/dataset/test/960603795512255429.mp4
+  - /workspace/LTX-2/packages/ltx-trainer/dataset/test/986288387124599476.mp4
   seed: 42
   skip_initial_validation: false
   stg_blocks: