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diff --git a/pp__ft/10000/params/_sharding b/pp__ft/10000/params/_sharding
new file mode 100644
index 0000000000000000000000000000000000000000..924608abdcb99abb3c864bb9d1bfca6eb60f780e
--- /dev/null
+++ b/pp__ft/10000/params/_sharding
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+      "num_frames": 11185
+    }
+  }
+}
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diff --git a/pp__ft/15000/params/_METADATA b/pp__ft/15000/params/_METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..6c718061c06e49e04232f6012c4ddc165fd946d9
--- /dev/null
+++ b/pp__ft/15000/params/_METADATA
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diff --git a/pp__ft/15000/params/_sharding b/pp__ft/15000/params/_sharding
new file mode 100644
index 0000000000000000000000000000000000000000..924608abdcb99abb3c864bb9d1bfca6eb60f780e
--- /dev/null
+++ b/pp__ft/15000/params/_sharding
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diff --git a/pp__ft/19999/params/_sharding b/pp__ft/19999/params/_sharding
new file mode 100644
index 0000000000000000000000000000000000000000..924608abdcb99abb3c864bb9d1bfca6eb60f780e
--- /dev/null
+++ b/pp__ft/19999/params/_sharding
@@ -0,0 +1 @@
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diff --git a/pp__ft/5000/params/_sharding b/pp__ft/5000/params/_sharding
new file mode 100644
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diff --git a/pp__ft/5000/params/ocdbt.process_0/manifest.ocdbt b/pp__ft/5000/params/ocdbt.process_0/manifest.ocdbt
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diff --git a/pp__ft/config.yaml b/pp__ft/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..dcf7d3c3e1d3714d37b9c34ca59ed173c46a4276
--- /dev/null
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+!!python/object:openpi.training.config.TrainConfig
+name: pp__ft
+project_name: openpi
+exp_name: pp__ft
+model: !!python/object:openpi.models.pi0.Pi0Config
+    action_dim: 32
+    action_horizon: 50
+    max_token_len: 48
+    dtype: bfloat16
+    paligemma_variant: gemma_2b
+    action_expert_variant: gemma_300m
+    img_variant: So400m/14
+weight_loader: !!python/object:openpi.training.weight_loaders.CheckpointWeightLoader
+    params_path: s3://openpi-assets/checkpoints/pi0_base/params
+lr_schedule: !!python/object:openpi.training.optimizer.CosineDecaySchedule
+    warmup_steps: 1000
+    peak_lr: 2.5e-05
+    decay_steps: 30000
+    decay_lr: 2.5e-06
+optimizer: !!python/object:openpi.training.optimizer.AdamW
+    b1: 0.9
+    b2: 0.95
+    eps: 1.0e-08
+    weight_decay: 1.0e-10
+    clip_gradient_norm: 1.0
+ema_decay: 0.99
+freeze_filter: !!python/name:flax.nnx.filterlib.Nothing ''
+data: !!python/object:openpi.training.config.LeRobotNomagicURXDataWithFtConfig
+    repo_ids: !!python/tuple
+    - pzal/pp__3
+    - pzal/pp__3__rotations
+    - pzal/pp__3__adversarial_start
+    - pzal/pp__4
+    - pzal/pp__5__adversarial_target
+    assets: !!python/object:openpi.training.config.AssetsConfig
+        assets_dir: null
+        asset_id: ur10e
+    norm_stats_sample_ratio: 1.0
+    base_config: !!python/object:openpi.training.config.DataConfig
+        repo_ids: null
+        asset_id: null
+        norm_stats_data: null
+        norm_stats_sample_ratio: 1.0
+        norm_stats_dir: null
+        repack_transforms: !!python/object:openpi.transforms.Group
+            inputs: !!python/tuple []
+            outputs: !!python/tuple []
+        data_transforms: !!python/object:openpi.transforms.Group
+            inputs: !!python/tuple []
+            outputs: !!python/tuple []
+        model_transforms: !!python/object:openpi.transforms.Group
+            inputs: !!python/tuple []
+            outputs: !!python/tuple []
+        use_quantile_norm: false
+        action_sequence_keys: !!python/tuple
+        - actions
+        prompt_from_task: true
+    default_prompt: null
+    use_poses: true
+    end_effector_frame: true
+assets_base_dir: ./assets
+checkpoint_base_dir: /storage_nvme_1/pzal/checkpoints
+seed: 42
+batch_size: 32
+num_workers: 2
+num_train_steps: 20000
+log_interval: 100
+save_interval: 1000
+keep_period: 5000
+overwrite: false
+resume: true
+wandb_enabled: true
+policy_metadata: null
+fsdp_devices: 1
diff --git a/pp__ft/wandb_id.txt b/pp__ft/wandb_id.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f0e01b037140fc701e31d2aa8e2f8912a6e89b3
--- /dev/null
+++ b/pp__ft/wandb_id.txt
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+9w707lyz
\ No newline at end of file