diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..8b2fe6b1d9aec15e3db974e13e7e33af4f4971c3
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9136841
+3964422045
+0
+23fa152e85cbc500698be194bc704680109acf223728bd0ae5a24ec4880c2dbd
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..9ac8449e20048547c5fff46849fec5acd38e5e4e
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9143796
+3964442641
+0
+dce5344828937ac27b7b79d81d8c042db2b060c8c9450fcd7064acd865d86710
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..3cbdac854ef53f416a0c8fef5c106a3fb91b0c63
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-100/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.90507
+1349
+0
+ee66aa9bfe835fd3bf97eec54026773bad5d47a8e7370b1b7d5ee13af0aa3403
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1100/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1100/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..e62bf0784e8b61b0f698ec2abf2462b58a0ca36a
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9116013
+3964422045
+0
+78a714362948a2918701ddb8b079969f4fd74c54071b79580bf23fc3116bd939
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..31e94090202d1fa499918c7d0b169fa6dea9403b
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9122791
+3964442641
+0
+9ff2265ab6bbc01b63dd03640a08516a09556630729e2ce4013a451daf387400
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..b07710e35afba5aa2cb83a4d5778cb350ce07b4d
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1300/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9018688
+1349
+0
+bbe030e9eb68490d4be63faad942f6a7f7fd0185cbe52202cc3d14f92897fe42
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..d70c11401a4eb2abd4fac640d95f1b74b52c6563
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9011736
+3964422045
+0
+d9b3cf566ad00b15fd82bf6050d9e9b4f228a0a4810a842bd5f38e9f6c0333c7
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..e097cd27b90695bc30eec4e6b80c1a77241b64b3
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9032502
+3964442641
+0
+7f20a7cf138235a0893de45cb8bbeed880be8a8e4dc4c11ea889f8bac7596544
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..8786002a5129438a71f029067121f08ead864518
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-1800/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.89531
+1349
+0
+34d485487b78cd8decf3f55c2dfaf91d193135687a8a9fb1e2d4f6945be106b8
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..17a0e58a0369c14acc35b10be8a74febcfa5c24b
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.8991513
+3964422045
+0
+ab4efbc0b52a8fc2f6e6586a2044b1c41e964d70f89e8feb6ef801e23497744d
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..83f77f427f3cad47c2c606695c36e1ebe6045df0
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.8998137
+3964442641
+0
+fa74382b183a678db3880cd8fcb166af771e88dde019b7ff52bd34817d8d52d8
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..1740c2518bf68549483db9f0ca11d23a3d755b81
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-500/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.893947
+1349
+0
+9d7ed5336f9b1fb095255886c33e160ba2faa24fe335007322fd162b21a1d522
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..aae0c4b6f92819512b3e94c8c0d02fb816f16a25
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.905748
+3964422045
+0
+8f6d3736713281e0958f6db2620fee3294a097c10b5e364685a1a3c57be0d71b
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..ad5907a9bdbc771bada3bbe0710883797465bf33
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.908051
+3964442641
+0
+ba2d491fe7bfca5388a134434248fd697620938da9e2c3a559203884102cddef
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..92c9f2ba368fe202cef76a206ea9d6b3d95f14e7
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-600/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.897734
+1349
+0
+919adb2890b5ef9c61fabafc93fcf851267247d79361e66438eb1a82541783ee
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..d63a4673777e7d99baea76dd5798771104802f0a
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.915737
+3964422045
+0
+283920d70d2e16b6e3c14b85309a9358002c8771aa96e73e922d8d9ddc7702fa
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..533a25b6a25dd61ee28653d3b4fc893cd088bbdd
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9164052
+3964442641
+0
+f385737fa1ff3e0aabfb46bc1d7c56306a17e44a4443a4b42c072e87bdfa54a0
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..9387054745b99084a024a70cbe1807143a0a3197
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-700/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9064758
+1349
+0
+aab6aeaac96b184dc147103642b0be3c35706cc1064347069dd0e330bde98abf
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/aux.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/aux.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/aux.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/aux.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..94a958624b8f2644cb4daab94ff38b51b71d12ef
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/aux.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9087443
+3964422045
+0
+fe77df533633518bff74481c9e53d46cdda7168c3e79d4c1404f7215f5106b73
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/student.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/student.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/student.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/student.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..7efd70d52e12bfaa7e921a0cbcd6cb02e7a1cb79
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/student.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.910146
+3964442641
+0
+f586e5f96458d878b97603868a8622b2112d3aee064fe8fcefb4736376734f8f
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/train_state.pt.lock b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/train_state.pt.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/train_state.pt.metadata b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/train_state.pt.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..e3c48c4c2ba7faa636f2bb5f25938b8335ae47c4
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/checkpoints/checkpoint-800/train_state.pt.metadata
@@ -0,0 +1,8 @@
+1774261125.9005105
+1349
+0
+30f1b44edea18a9ff503c18dd9cc27ea221534e944c1af865b6a10173fbab0c8
+lfs
+
+1
+1
diff --git a/URSA/experiments/distill_dimo_v3/config.yaml.lock b/URSA/experiments/distill_dimo_v3/config.yaml.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/config.yaml.metadata b/URSA/experiments/distill_dimo_v3/config.yaml.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..c198e2c48d7c55122c0ea2d901eb56a065240e18
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/config.yaml.metadata
@@ -0,0 +1,8 @@
+1774257381.8365035
+1505
+0
+940885263abc08ee6b8cfd6db06e2c4f85ba1e8cb2835f12dd9e1c647ea6b1bf
+regular
+
+0
+1
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_135549.log.lock b/URSA/experiments/distill_dimo_v3/logs/20260320_135549.log.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_135549.log.metadata b/URSA/experiments/distill_dimo_v3/logs/20260320_135549.log.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..515e6c044f9d712432fbde475a8423910a6e36d6
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/logs/20260320_135549.log.metadata
@@ -0,0 +1,8 @@
+1774257381.8706703
+2200
+0
+2a8b73bcdef68289ff5c1de918db13062ebcbd82baa2462b585be1991fbc32b5
+regular
+
+0
+1
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140145.log.lock b/URSA/experiments/distill_dimo_v3/logs/20260320_140145.log.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140145.log.metadata b/URSA/experiments/distill_dimo_v3/logs/20260320_140145.log.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..227f668149ded5f19bba4b95fb89f3aec18e029c
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/logs/20260320_140145.log.metadata
@@ -0,0 +1,8 @@
+1774257381.8680594
+1689
+0
+f1b71435ec7f888122ed6c6d25b8c4b3062fb99b76ec24f121ee327e94935aef
+regular
+
+0
+1
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140318.log.lock b/URSA/experiments/distill_dimo_v3/logs/20260320_140318.log.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140318.log.metadata b/URSA/experiments/distill_dimo_v3/logs/20260320_140318.log.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..3057b2da04b27865dcff221a2c22b2c191905efa
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/logs/20260320_140318.log.metadata
@@ -0,0 +1,8 @@
+1774257381.866957
+2199
+0
+f79c2b6e4ab10ee05b2f62a313ccec4299dcc5618db2d02bcad0673ed5926e3f
+regular
+
+0
+1
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140911.log.lock b/URSA/experiments/distill_dimo_v3/logs/20260320_140911.log.lock
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/URSA/experiments/distill_dimo_v3/logs/20260320_140911.log.metadata b/URSA/experiments/distill_dimo_v3/logs/20260320_140911.log.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..fe66601608d663a8a5b990715b339b675a839a16
--- /dev/null
+++ b/URSA/experiments/distill_dimo_v3/logs/20260320_140911.log.metadata
@@ -0,0 +1,8 @@
+1774257381.8691492
+165227
+0
+65151d867774e036553387505529111397fd65d24d5a8123a9d8f894ca90bb2a
+regular
+
+0
+1
diff --git a/URSA/outputs/ab_test/A_official_t2i_320x512.jpg b/URSA/outputs/ab_test/A_official_t2i_320x512.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d7e95ae1f02a3b09cfa95441878be7f43b9312ce
Binary files /dev/null and b/URSA/outputs/ab_test/A_official_t2i_320x512.jpg differ
diff --git a/URSA/outputs/ab_test/B_256x256_25step_cfg7.mp4 b/URSA/outputs/ab_test/B_256x256_25step_cfg7.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9e3225d0f173f36124acce01034868f8152ec309
Binary files /dev/null and b/URSA/outputs/ab_test/B_256x256_25step_cfg7.mp4 differ
diff --git a/URSA/outputs/ab_test/B_256x256_50step_nocfg.mp4 b/URSA/outputs/ab_test/B_256x256_50step_nocfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9f63ee70f2f32476d82f5f7a412284117ad51e36
Binary files /dev/null and b/URSA/outputs/ab_test/B_256x256_50step_nocfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2551ba8201a5e463af8b778ad9728135f03667aa
Binary files /dev/null and b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4 b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..40bed89fbb5a7b74711513afad90c5f3258fc465
Binary files /dev/null and b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_cfg.mp4 b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..17d30b19541abd974e53fa2c10bf4823ee18fd57
Binary files /dev/null and b/URSA/outputs/eval/00_s0_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 b/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..40b303f31da63b2bc3736d5a905cb1ec62caf430
Binary files /dev/null and b/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..18bad28ae1579ff44aa80c168cfa995ca017b3d6
Binary files /dev/null and b/URSA/outputs/eval/00_s1_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4 b/URSA/outputs/eval/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..44cb45493285979dc0389436b95a20a89458d10a
Binary files /dev/null and b/URSA/outputs/eval/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 b/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2d3ba27dc7477976ef185b8789be8e683eedb0f1
Binary files /dev/null and b/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2ca77b4108163ba2075a05723620adc7baac46dd
Binary files /dev/null and b/URSA/outputs/eval/00_s3_a_lone_grizzly_bear_walks_through_a_mist_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s0_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4 b/URSA/outputs/eval/01_s0_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..08bd7d49c4067bd340611f433222032aa41e9b28
Binary files /dev/null and b/URSA/outputs/eval/01_s0_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_baked.mp4 b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..55251f16c35ca7aba67b0bc90f86e06cb0a7ee8f
Binary files /dev/null and b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..55251f16c35ca7aba67b0bc90f86e06cb0a7ee8f
Binary files /dev/null and b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4 b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..50334f2c3a636423b255a169b4d3f3615b0c98d6
Binary files /dev/null and b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..97a292af395eafdad5fd1a83ac6da0d7f34c0e90
Binary files /dev/null and b/URSA/outputs/eval/01_s1_beautiful_fireworks_in_the_sky_with_red__teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s2_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 b/URSA/outputs/eval/01_s2_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..5fe87ba29247f32f2225b6774001ecc1980a474d
Binary files /dev/null and b/URSA/outputs/eval/01_s2_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/01_s3_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 b/URSA/outputs/eval/01_s3_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..51ac5e8b29ca65fd79ce8e6cd0c3e2173e38e939
Binary files /dev/null and b/URSA/outputs/eval/01_s3_beautiful_fireworks_in_the_sky_with_red__student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_no_cfg.mp4 b/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3fa0532fea21f7127847611db475c01ecb6aa43e
Binary files /dev/null and b/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 b/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..688e1cb4501c2c971885af4ef2048a8351f7dc28
Binary files /dev/null and b/URSA/outputs/eval/02_s0_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 b/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e4d069d9bf36332f8808eb2389f8d397af00d477
Binary files /dev/null and b/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 b/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..775dada9cf1ab17227a19334f8bf2dab58f0ea3c
Binary files /dev/null and b/URSA/outputs/eval/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4 b/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..1b6f4fee189d4689d7e53c32673699924a15cb10
Binary files /dev/null and b/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..84127b03dcea417ade2f17b39176ac92a46cf550
Binary files /dev/null and b/URSA/outputs/eval/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4 b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2e22ce12104b0905aadc270219919fb5abe295a3
Binary files /dev/null and b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b09f90b2d245b89d2fc251655179399109a46ce6
Binary files /dev/null and b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3583c6cecd961ea0182a5feebe5b6eacd47a0a2b
Binary files /dev/null and b/URSA/outputs/eval/02_s3_a_wave_crashes_on_a_rocky_shoreline_at_s_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_no_cfg.mp4 b/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6ea9bd067bd256aec6e94b4b79cdeefdb02486fd
Binary files /dev/null and b/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8959c1b1a97752704310a56b08068d8bf839dd2f
Binary files /dev/null and b/URSA/outputs/eval/03_s0_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4 b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fc4b655271907c623f8c663fda4d59bcd5d998da
Binary files /dev/null and b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_cfg.mp4 b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d2a2470d0691908769529cebc873aa33455fcb0a
Binary files /dev/null and b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2deda2d17c78633550fc5f5a6504755c1c17191c
Binary files /dev/null and b/URSA/outputs/eval/03_s1_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4 b/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4eb94efb83562637891f33dcd7bb74fec27a3752
Binary files /dev/null and b/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4 b/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..74e7bd837bab13c33dffa7871c2fb545d3bb1258
Binary files /dev/null and b/URSA/outputs/eval/03_s2_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4 b/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..0a06126d7c3ee0f87a7ece349a8435ce76f7dac2
Binary files /dev/null and b/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e4a05f0c411fdf6956683a2497e1adadccf76431
Binary files /dev/null and b/URSA/outputs/eval/03_s3_a_hummingbird_hovers_in_front_of_a_red_f_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4 b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..a3fdfbe73606ca81643432074abd24332e924e22
Binary files /dev/null and b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4 b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..13057a968821ab82abafe7671d1e211a3b543357
Binary files /dev/null and b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_teacher_25step_cfg.mp4 b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..792f071e7d2c17bb545030c6a72a092fddacc651
Binary files /dev/null and b/URSA/outputs/eval/04_s0_timelapse_of_clouds_rolling_over_mountai_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4 b/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..1f4c97088a7a77fa722bb3d98493099ebe2b9a2a
Binary files /dev/null and b/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..dc453d9e5d028dc7fe96489921e422722b8d8a1c
Binary files /dev/null and b/URSA/outputs/eval/04_s1_timelapse_of_clouds_rolling_over_mountai_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_baked.mp4 b/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f3c8b0e4b59c70b01a58d3bc4c97755b8820cab4
Binary files /dev/null and b/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4 b/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..0de0ce0dc68c873fc48df1f075c332f79e6c2c51
Binary files /dev/null and b/URSA/outputs/eval/04_s3_timelapse_of_clouds_rolling_over_mountai_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/05_s0_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 b/URSA/outputs/eval/05_s0_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..246aedca1c66a0dd497f76c0021d1010f8483875
Binary files /dev/null and b/URSA/outputs/eval/05_s0_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4 b/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2c6646ad5fadaa32900879ed351c1e9af4963448
Binary files /dev/null and b/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 b/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2c6646ad5fadaa32900879ed351c1e9af4963448
Binary files /dev/null and b/URSA/outputs/eval/05_s1_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 b/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..02c4cc2010ae7877b9b7ea332a9af1483a50f6e8
Binary files /dev/null and b/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6f1e1224e0f7898fdf41024f44cda63f6e8ca916
Binary files /dev/null and b/URSA/outputs/eval/05_s2_a_neonlit_city_street_at_night_with_rain_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4 b/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f33b9186b9bcb6d58a691c71815416ea174bc7b4
Binary files /dev/null and b/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 b/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f33b9186b9bcb6d58a691c71815416ea174bc7b4
Binary files /dev/null and b/URSA/outputs/eval/05_s3_a_neonlit_city_street_at_night_with_rain_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4 b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..0123e84bcabfdd3f869277ad0e54d50ba592f8b7
Binary files /dev/null and b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ef4d2caa4a74d5a90c85e392f71641ef4624cf9e
Binary files /dev/null and b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4 b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d41b8960644618293882a3f58748686a48a462a6
Binary files /dev/null and b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8b3b5944d7650a513d88d3b2230ecb08b3c64af1
Binary files /dev/null and b/URSA/outputs/eval/06_s0_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4 b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b227820907f7e98743d985d0c35d38dc594ea03e
Binary files /dev/null and b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4d66283a1faae8167a82174ce7ace8179b0d3a4d
Binary files /dev/null and b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..16fad11e24f09c7da5dc83caa79c11e030fdb8ce
Binary files /dev/null and b/URSA/outputs/eval/06_s1_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s2_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 b/URSA/outputs/eval/06_s2_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..74f3a081d07abaa8fd976f3d879982d45ab7a3a5
Binary files /dev/null and b/URSA/outputs/eval/06_s2_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_no_cfg.mp4 b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2c411d9d247393d605e8b66f38ee5e6bd34efd47
Binary files /dev/null and b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4 b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2f49c3dfd81d6f5fe8ed6fb0c66e6c57c378d35f
Binary files /dev/null and b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..410103f9e37e217b5c12107c1162fa6e81f2679e
Binary files /dev/null and b/URSA/outputs/eval/06_s3_a_kitten_playing_with_a_ball_of_yarn_on__teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/07_s0_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4 b/URSA/outputs/eval/07_s0_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4ede540c402088cffd7f1c391bdd5687328b5f00
Binary files /dev/null and b/URSA/outputs/eval/07_s0_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4 b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ed186f013b7ce13fca1afff5bfeb6d89061b5be6
Binary files /dev/null and b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_student_1step_baked.mp4 differ
diff --git a/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_cfg.mp4 b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fa0e31f531f3fc77bd9bf14077ea8b4f8cd7c824
Binary files /dev/null and b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_no_cfg.mp4 b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3674770c65fbb8cd8cacc78155ad1019bf8bfecd
Binary files /dev/null and b/URSA/outputs/eval/07_s1_astronaut_floating_weightlessly_inside_a_teacher_25step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_cfg.mp4 b/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..eb1659f793483753e692d0b92adf914a882a6660
Binary files /dev/null and b/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_no_cfg.mp4 b/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_no_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6a7b330c63692b7915a521f7dd3b519aa4a59e6c
Binary files /dev/null and b/URSA/outputs/eval/07_s3_astronaut_floating_weightlessly_inside_a_student_1step_no_cfg.mp4 differ
diff --git a/URSA/outputs/eval_distill_v3_100steps_49frames/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 b/URSA/outputs/eval_distill_v3_100steps_49frames/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7bf15ecba86febef5070f28ebdc5707f34ec3d0c
Binary files /dev/null and b/URSA/outputs/eval_distill_v3_100steps_49frames/00_s2_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval_distill_v3_100steps_49frames/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 b/URSA/outputs/eval_distill_v3_100steps_49frames/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..04ee05c8d88b4342cc0c78966df33c3e2af8e309
Binary files /dev/null and b/URSA/outputs/eval_distill_v3_100steps_49frames/00_s3_a_lone_grizzly_bear_walks_through_a_mist_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval_distill_v3_100steps_49frames/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 b/URSA/outputs/eval_distill_v3_100steps_49frames/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..048b7a1a2b03e9fb65a72fd50d8b837cb7c20a6d
Binary files /dev/null and b/URSA/outputs/eval_distill_v3_100steps_49frames/02_s1_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 differ
diff --git a/URSA/outputs/eval_distill_v3_100steps_49frames/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 b/URSA/outputs/eval_distill_v3_100steps_49frames/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..5a022e3ee412cdf1687ac19b37b70ed361f57f97
Binary files /dev/null and b/URSA/outputs/eval_distill_v3_100steps_49frames/02_s2_a_wave_crashes_on_a_rocky_shoreline_at_s_student_1step_cfg.mp4 differ
diff --git a/URSA/src/distill/__pycache__/utils_ursa_inputs.cpython-310.pyc b/URSA/src/distill/__pycache__/utils_ursa_inputs.cpython-310.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..88dc74874886d120cb0dc50fcb51edb2ddef5456
Binary files /dev/null and b/URSA/src/distill/__pycache__/utils_ursa_inputs.cpython-310.pyc differ