diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_category.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_category.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3d1bcba951aaadc8ca793c1f6e5b1659f66edbf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_category.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a32020e6a42a01ec41f128629b46633e56058d373ef7767857b52337c76ca5ef
+size 115891
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_chart.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_chart.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e513122e5636cebe31bfdf7c6462211a4ab9f6d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_chart.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2adab2ba2a3150bbc4ebb0107a2d70c5d6254e7ba7a94a42a239a17b785b18a2
+size 346258
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_group_bars.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_group_bars.png
new file mode 100644
index 0000000000000000000000000000000000000000..f270dd278eb28e5225bb80512cf499d0f0c2fd01
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_group_bars.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb6c85d2497b2578e64f9146902e828929a2172337359f133a8a76e626f472b
+size 80165
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_trajectory.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..b63d98dea915271ba2a7aa9f7c77edf77b08e5dc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/accuracy_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53df87573fd5d7299ea4d2a90753d0c1d2cced20bdaf1c7bc849710048a4070e
+size 212872
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_2m.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..64b5be910c43513deb9fadb620a77531f2b4068f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fbc8a19c4e65b72a05d3ed5cbd2d05ebed52004faa4376614fc65f5a3206632
+size 90660
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_400k.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc4e77358412656ffe5358ca4dabc5f04801e110
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5edccf945af14a82dcb2c7842c73e29288129c20ac3d39e1fdfb9cb020c31d98
+size 95677
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_800k.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb7150077693ad80d08a1167e07bfa13f7970b3a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:361907e502309f6190d73837d09cf3a84a10fad43e8fffe9ebce0bfe3f92c432
+size 96680
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_80k.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..c08473298757eec5eddc362141ee71c88e2fb8d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3da4909fd2f85e93802fd192afe22818730c1ba2768dbfc9073213502e48a295
+size 91862
diff --git a/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..c97ce1fbfdcb5b8af08e6d9eff166ee45e6cc32c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/accuracy/category_accuracy_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db86b6fad67664c7eb23cedb7eec46dddff7687475df2f66772ac50175572533
+size 96191
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_2m.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c3e73cfee7ac97c74b7e821bb62c777cf613be1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:985c7b35a7abb20dab4e9c9b697a3bbddae325f934ae40fb931b3621843b8089
+size 246566
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_400k.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d5240ccbb7b2ba1dbc77bd1ca96607ced0dea35
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6adc6ca1276761876bc16128b4d3ebbb9567e1d2e47387437cbb287cfbad9332
+size 237337
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_800k.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..afefc591556214558d77c1eff03b29d7abee008e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb256b647638eacf05f9a938673716e69e69dd118e2afd6732d97c61610c687
+size 243378
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_80k.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..b0358d3e1e4280d5ce449458d8028cca25aea41d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3d3220f9c71477807a64706781f4fcb904306ef752a1490ddbd5eac27943d3e
+size 234783
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..daea8fd71142a89183da6b81c728494cd8c99c57
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_alignment_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd011b6096bae39b764b74a3813d37298c180683defbedf242e31e59ff3681d1
+size 237325
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_alignment.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_alignment.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c7eeb6cbd6bf1188ae8efd14a3ff5a846618c37
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_alignment.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8314ad76623cdee6ced0d10dd2046cd2e7cac7c1ae36754fbc931d6d3f679d0
+size 330496
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_sign_corrected.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_sign_corrected.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a66a38e953aa021e55507a3aa158393970b747a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_sign_corrected.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:729b2e5b8ba31fe5de34865636777553444829a71d6dec7a36914b5b90844063
+size 688396
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_within_cat.png b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_within_cat.png
new file mode 100644
index 0000000000000000000000000000000000000000..c5f3409843a50960a713aadc604cb45cca35d606
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/cross_scale_within_cat.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55949d3c11a5325f117a2abd552e50187cd9f4a07fdd9930d9e8913774ebf8b9
+size 1341017
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..de150599db86aa3eae819b286fd123a2d198d583
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a70fc7c4c44701f871e68ec1cfeb93bda31dfa114f2207667f29a96682b41e07
+size 264646
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..47a3b875fdace8854ac2fac49cfdf31356e770a7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06303514a63f691d1a50a26fb49fe96964946c84d1e8560101275b598267e34b
+size 260158
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..d7c25d0ce46bcce8adf1d3a004b9f43e9696db5f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24f2ad1e451feb6987bd64c9e6ddb580dc8eb2934636b92b850ba1e7223b86b0
+size 266960
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..8b68025034741a6f55387c425160f6da27cfb130
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b19221c38d998e403e667c35df94e0469062f5fe3071f93d800bcc0e57b20c5d
+size 257706
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..c212a22615ba555fa4d34372c1d4256c7c8dcd63
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f1d49c0725616bbf8754fc85356046cebf9d225d8bcd0fb4a587c8ac599ea47
+size 250334
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..30386afb227497950a1f9204a99305865659ca61
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b03f3292efe586b4c0dfdd68af7a534f5658048d35f46322415f47dcd1dee9f
+size 248083
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c8772b7e75cca7b95f005ba785a40bec8986ea9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4576d22e7e4a235e30f86fb347d71a32035c56e322fa0cb65cf4b5a074f2a25e
+size 262942
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..289c68cf6c52e8ceb9741e007c44793e49fc8808
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0767ec71b9140d2578a68e7ebd93eadb3971f368b61130fd423a6a4642cf07fe
+size 252936
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..570aa80f391262997a2ac354dd8f3b71147d7f39
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d62f1c18d80ecd4eeb734caff3cd4066aa4c68376f86d09caeddbb7a6ace5d8
+size 247835
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..23f53b58bb08a64f3083ede05c62bd7e6a8a705d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0506de07ec51c5276dd32d9dbd4f0acd7d5c313618e79bfd1a263252fa59bb4
+size 261272
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c41325c68aa437d2cce274445b612e4ffd85880
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f29a4ce966b83401bea842448d2539137e435cda516e825d3a48eeb6a4223baf
+size 245566
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..c8278a26e612e549aa4e5c4b216d75b130bb6a86
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22e80cbbfcd65a3bfeb02ecf1d203a2feb945af9e374d9e8e9645220d3fb128a
+size 250690
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c859b93746b20b5e9468bf49f14d5ac0f63c4d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8335df79cc4b34ed7a93b0cf3efe2bf5ecf75f70ea7876815e726c49bfa7390
+size 261597
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..f93e6879ba2fb1e7854a8d30c3eae3d47662bcb4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fcddcaff5abea3af42eb1baa8f9d196071247ab0a0f18f8dce0db0b40307c61
+size 256843
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..50523bf81d1f02a067b80cad123373b6ac64a711
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7558bd102fb312f9af2aa196b0d3c9c1bc3fb97aa4efa4b4580d1420680dfded
+size 262768
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..0026a42c44cb960896eb311f7087cca6be4cf14e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83003bcb7c05b08a5297a2ba8a96b583e7617312459ded57bc72b996454cb0f9
+size 248786
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba882ba9507b72c1467c53a6f9594607a3f98e62
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54238975b4a88f822a59c1acf66dcffe3c67c8c3df45747c9c166f0e6863bdb8
+size 261313
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..86746d4b2b4cb3ed9c3c52a83d0d525a929fcaa0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8aa2057a641f5814965cfcbd0d4d94de68f155f16fe01e939329de8afe73701
+size 262997
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c240a5672b4023c8d4495ce1b7313ab13a704d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3c97cfaef5df311914781ee798f79773696579eb88e1305059bcfb0543d3776
+size 254816
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7f6ae8a14448d71c69811c1e61e881ea4890b58
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b3c9363b3d239b5f0db47ccdb79477014dfde9430ff86f057e542f79c51100e
+size 243525
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..70eed9c68599f09c77398540bc8b8a7f30b25d2a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a10dbccb8effd9895fb4231aa258df567e030a92245fa701b2a6b4afc251732f
+size 249609
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd005171c601fe38f2e2f422addfe6d409d35160
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63442d87720f3fdb3550546d7ed2f09120a53e4d6b6311ae34e7170b2a498210
+size 253336
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..687a28a7fb963ccb536ec268ab830d07f322ecbc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c48c9f36841e339f1361a079686d4b1237b08efa10e2f2c8da50a3373c56554a
+size 257007
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..49fb2bdd90e0d863aacc7d5ed6e547f692373402
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e9b304ca940f5351e283ae346016af94a960316bd129d990169353055aebf93
+size 261796
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f52c8994b7bfa35b8015a57272bf45e322c71db
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_heatmap_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1c16857204a80660c7c345a1fbbc51076504c6da55f735e98dc34c6dbe6cbe4
+size 262042
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/delta_trajectory.png b/swap_analysis/results_short_answer/molmo/plots/all/delta_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..36157caff4edcbd7f5d123803533e992c37d384e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/delta_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4ea5922474eceec5c944a509bbc58a18ab7764b65e9244fae62e4d621d88fd0
+size 737950
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..3caa92e172e12d89a251ab8845235a9a7110a8e4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db2da27dde881dcef5b6deae46b0a3551c0d4513094bbad047e9696c5cdeefc0
+size 281799
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb08b2de5756523a41d0ceb6470d17da2005ea44
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L0_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:229cd80b0e91772bb223efa788ae9a055aea4288e7571e0e0525cf6ca9bd06df
+size 266104
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..696a88ee219a07fd65b4fc1b7815cd3642e133aa
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e95f52d5ffe3e15252cae85b16df08b83ffe9dbdae271b620cbb95cc374a4f11
+size 281106
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe0426af989c3f66c56e5071204bc9348a1a6de9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L10_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55030898c15782dbe6a3da746f7e657090bec679150e1451d124848637097e3d
+size 261409
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..17b47758357061176c7d1ec9a6694cb480d8d705
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb309ad93042b3f8a04558b80c3eb7b97847ad1cb226b860bdf581a05d7ab07b
+size 278941
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3b293a6282ef83a2dec5c936f08b61ac40cf20cd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L11_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a493d2168b0e02567d910d34d4e079282eea86073b3576305cd9cd29199be3c
+size 252058
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1106bcae3b729f12fbbe9963119a6d852e36eacf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be21f97f229a810c246f0501fc4bf0c34871d0c69c991028fdd06ce9001c641
+size 272534
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..20d952e0ccd4e7ce01e7d3c1fbfd665ef323e63d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L12_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08dc5768b79378ae376ae72ffbd574ce226c2eb372f42cf2039f9586df6a109b
+size 259488
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..432f8a0c49551c183e41596e11fa0fceb8e90cd8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:942e476facb32e003577d1e136af34c5e24387ec30cb440cebef8449783acd68
+size 277670
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..090de256c198bba554d9e7af91f24dc81287600b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L13_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0817bd575c1db3fab80484e08ec0002e907632b933f26def534547a9669551b7
+size 260546
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..92d94007e8c6d7a0077866c2b7ff0d98e06f2ac0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d996bc041b4b9cc5477ccc31fd15bd5167e522cd06d46a7cba69ea7901be4266
+size 283912
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..26a773e65e8a2666a4839e2a7bd2a291cdcf7884
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L14_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c26f7898792c1c4215af2f91dafae109ad44c43b1f5369b2c71a05dc1c56118f
+size 261978
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..86be31f50b6a5ea1eb0f2f1182e997c810de2802
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99677b5a14059e94d5277c5c32dabf9cf6d70f950b6e01e18e3c40446b8a44da
+size 278475
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..6565167aaaabc5803deacd22859be7615ba6a439
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L15_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25919c7b8ec0f20b853a6392eaa1e98ea4552c507756bca3dfb28373114986bb
+size 271444
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..12f0867fc2a66a0d4e89f71531bd30c55ce98f38
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac5c4d81a09f66b7c14767e63c6ffe3320b979274a84bafac152c713e801abeb
+size 281463
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..35fd41188efd26d03f9c2b0383491875497fe15f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L16_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d21591a22f5e941b5acdbc02edcf4b1ac0dfe92665b86c6ab03c650c7439adde
+size 259430
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..745cac5e5c371e21204f197a7e5f0477190881d2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea6050129fc57b084e547fc6473db0dd6a020330ae8695ac6b2752da522f85f8
+size 278162
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b099a4b7a502aa8f70ec61b8e7b63e5f6aabfab
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L17_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d78e349b4e6280e30188de037f93689c9b7300048e26c3403e9e4c3abfe283de
+size 263652
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d92fa135e7ded772ad02832798019b8c748dd6c2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa74f4e53844a0d492a8e73b9b1004390ee149b8e21d4c0f4d3930999c24ff38
+size 271890
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..518953188ef4f056cad73bc2aa814dfb2bb0bd4f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L18_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c494e16e410e6e17b51f15403a99acae1bbb686f51a46b7c76e4a7ed164fd4d2
+size 257946
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b5e3cd1ea44a6b54e2fdde4e8cd307f0f770938
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c70563f75a24b7ebb0c9445b66a9560eca2e373db47b290d462974e22c6efdcf
+size 272104
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b88a043bf1ebd032447680095a6604455502628
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L19_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b53eb766389f4aaeb36e1c178760dae6faca9244f18e709890dec3ce4736df4
+size 271157
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5214d142e66e9f6ac1c92af76a98887b3c60398e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f72c84d406ec9b3ee8b961efbd24f453d0cd3dac87a04a291d82dd7e9d77f7da
+size 275063
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e204338c84d377223a7bc1bc9bffc2914041a4a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L1_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef2d4af8baf5d020b47b2b9823ef12d0845d126ccfd664f3eadbf0bd162c477
+size 255211
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..008a8db5c996580608d393a423839fa30a6a1440
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7790ed36a1048fad32d39d5b489d4a4ff64851826982fc5d06f125d591274cf
+size 270631
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..f22500f2d4e40f027c7216fd4271b9b44c9924ca
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L20_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e84d90a6bb5c5986fc356972940d22806a739c120aea4a010654271c27e61443
+size 260969
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..203430835b24a9e99e66f55abcb28de256f9883e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38b293c76451250e3420171d6b026bfefe6423f60b038d6607c9b15f9ede0ab2
+size 270816
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3a377cff13e8709b896d9937ca14d35438fa6522
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L21_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d3a17dd6da3144cc069f6074e9d1310c7cd437bbeddd532bd79c26fd4df6a52
+size 260891
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..3017c2ec8df19cfc6a4f3e257cfba08131b0c501
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e78369bfde5c138b85f8bf2af6598aa180df706b0fd208819be45e48e166e72
+size 274854
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a5a5fecfd1697b30eb3eb6d78223d7450f8a190
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L22_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b305b650ff6801191dca36ace9db5cfa81cc6a2aa7483ffcf2b947e31178b67
+size 266757
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a1429505c651255ac357f37c8437dde43b336f9d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8803846afcedcdf6f4622c43088b2ba0507d1fa4a14c2b072fe5c77d850c32c3
+size 284449
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cd34aa0ed8794f2f7cafcf12d499e018c7e629cc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L23_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f4ebd1e295a138860c28f2b2dc8d5bb08cba8d4eb8d2f3e9bd9e740be2bac57
+size 271351
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1170ec919fa4632a33f7963eae9caeadcbf41894
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21df68901c08ea327389f2aefd5432cd7d401166b239b2fa1b2dcab3fbcc8b60
+size 268455
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..b1c47e0cbeb5d88b52c953d4807b4afe240b8711
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L24_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87cf68584387d79057f3a31881cc8d807d23f6d241f95e10675c865e12c9bea9
+size 260565
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1d93ff834967167921026c528818c15a18035bea
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d02774ee4184251ac596ed906c0871df8917519fb5c583983218547fbb596462
+size 271435
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..33d6e0d1f95d141d66a8e68a34f700b7627aa5e3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L25_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85d84dfbc187a0be68b6ce3f491b7f1989f553c687877525fb3551cbdb64020a
+size 266837
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1019f62ed7932831e25fa585b42b1fdc2a71e534
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae498ae0cb95757c72ac1402909c8764f7c4d8996c06ef68160ca228a69ad56a
+size 266105
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cced6e4cc77017188629bb291c009ca40ae9bf71
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L26_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d20271dbb8d6a80e76f6580ed5563f63dd551ae98b7f4d7e82ba6330342e8181
+size 263967
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3637fb240e93f3f1782b8823b49d9e8707f922b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79131726b07329bc50fb4689e7f93e2ebd67416b834c3b1651bc68e3b54c327e
+size 269696
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..f46ef394fbc1662c164b2254e08cdb6d6a56429e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L27_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63f1c9591000ad51433f340dc0e5c12d97b1b21b30cd920ae5bb1a8103396210
+size 258288
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb6736505d6d93e7d796fafeb4f33e558fdae8e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c5ea6182e4dfe8ff6dd32651a89c6a8ec2003ad68c143a023c4e52bb5ab31f1
+size 267128
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..09b88e5bcea8edfc796c3d829815b13300b4804f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L28_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6699f694543c972020ba469455c1bd97fc7192f97268719d50e3401a270aa344
+size 260187
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..206c751480294f7a7f16fb73b7c2d901c2425435
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c02de7d0f0bf7e42bab12db9454f2d8ef4c6928999a551c03fa911373ffa9c78
+size 268666
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..5eebb3af9ee284831a039d91c85fff86d0d97387
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L29_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3410d09052c475c3ee77dbc16a4f68e9c70143c325fbb13918e193f59ad6fc6f
+size 263073
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a4cec8965d07e268682a1a2c24d5907d0afaa43
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea7a486314d1710d9716e23cb401fd6ae086e7a7dc65755a7d7f5d8ce56acfed
+size 270402
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..988cd5edc4da48dfdd498a19f4254580481eb432
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L2_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e29f37944d1c4306cc99b8311e3bc7930f0ea4bf93b680c9b3da219ce188b32
+size 255598
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..28cb3a3f25707257967ebbee3df2e8fe6ede0d43
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:037247165459db5a0080154c6684dfff9b7e3f8a17675ef33fb39794b7c9773f
+size 279975
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..d65c8df5c7da6b051979f0a7279394a6c5012a03
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L30_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8261118942ea25f6a572e7724aaeac95b40e684553c7f818c324981a46ec5f1
+size 267789
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f60c3e9ddc4a3baba7aa695558bff24e1905bed3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac599a98f1d7b0a4831d7f4c188ff9bae37553ac79741f0f678e72b7b9e6a4e7
+size 274941
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..09808981d928092a54686a4996242a942f32b0a8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L31_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d338d3d0686fccc26565d4632a4f2eda1c4c7925992a90506fbc51d125fb17a
+size 271499
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb98d35026eae607e4f60d15ecd9c09337210b55
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9624d731b79c37ef172ba7363f0a654f7296c124764258c98489d321fbf132
+size 277139
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..15fdb9c730dce62f647ac58d8125dffc3b3cf7be
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L3_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1af0fce73e8ed8a6981e4a82ad5e1c5bb0d59a11c37a734b1b921617a063f076
+size 257216
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4d2a040604d6981d966f7b43ee83bfbeef9e70c6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ee6f026af6560956d4a7a1bd49d82bb304cc697f037c74839c6c6374d6b5bb2
+size 273752
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e789b89a0c2bb026ee749e16a0d9c2a0fc755de3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L4_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d1f8abfe1481a41ada44773e5bf1c012958c1b88d35c4f796ad5e33a720cfd0
+size 248163
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..2515021278bb8be7821ec297b6703ce828d88495
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:588036da44e291ffe75954e07a1ef099ef576b137557221bbeaf918c4709f105
+size 270197
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbf4bed9ab43c88c01b5b0d72ba30f6de4e4bb5f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L5_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5155c26f744197ca190021ecb08e5204204748534b9f041c62e13b0bfc90ce8d
+size 256779
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f797772858e72557142a8500c5b929c885f16bd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7de23eae9da39d58ac7d7c879e6ded6a76c4a399d8cdfdf5e403bdfc4f1d588c
+size 278187
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..409bfa5badf3ab340311507149ba96eeeafcc3ef
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L6_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b92d184527b5692d9d104813dff0e72ec45c3432daf23d73e2431f0dea60ee6d
+size 257505
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..971877d6d1a139fc64fd0731ad139c292f2855c5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c94c2c2d756ae53f5c28257c453bb1ad98edb794afcb146b2c774928a402f4a
+size 268024
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..a10aa67b78b42bec595a956ad438935eb4c64105
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L7_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:085bca6060d027480c007623cd7bf2967fc6c92925417fc68ad4c15a2233f288
+size 252052
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..565ad1a0ab784c7e9379b9618437c0f0b9385182
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc3f79103189547dc0d272759e9d49bfc4c037fe22ec1463267a421a07a3563f
+size 270048
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e19bf1c88df466cedef246c6f0e8974867920f8d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L8_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3df2495d4ac87aa04615ec258a71199e967a612190df5ae3112981572dc6601c
+size 256234
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c44ded42750ae3e7995c9c0db82af8aa6a7348d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cc2ae7066c227b6a9c627c5dfdc5f0e4e8bcc6be83ab06b06ea01ad7e28d582
+size 272902
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..86a1b108c8eba5a62237d36a40c5bb666b4f0a57
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_2m_L9_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20d17eaff9239ca9df311e617e46c652861fec38b0ce9ac6ba66ecdaafbab095
+size 266391
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f2ccbf3efdc1717e38d0f0eb38ad5ffc75a9629e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8688a2c4696b1894943fe5bf955a157a23eafb1bb4cfa783abc68fd9ba6ba491
+size 264218
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2dc0a31f6317d6e9c4a0bf4b4fa1c917a14fc7e9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L0_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e12a2f5d2cd21aa6246a57aaad5bfa79c6271cf7caa9a9a604c53f6728a937c
+size 181713
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..771d39312f4c1513aee7298492b53de2f5ba3224
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbec2d47b7bd4db534a2bb9215d4d16d55c4dc3167b1927e843ae83ec7b9fd69
+size 269859
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..724cced5afdc429729b1b1f8a71afc7af7713905
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L10_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35cc3aa866c2e0a7ee9277fe49109688445bc0fdaa972d0f94e6e81c1fec78cf
+size 183343
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7a2cc7bfd14e8d2362e5d8e2527fb1b14417d39
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a73b4b594156680f78d329be71bfbd7e083305f08df7607ae5f17bc03e428f3e
+size 267200
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..11523bfb42e5b3aa52fbb7af45c63fa4be57c12c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L11_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0065b1aa35c7d29c2f911bd596c27c21d737276a1380ce49d25f6727c4258fbc
+size 183874
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e4796678e1a52523d75194d5e9ad8597c66c6292
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8f53d731fdec1d30e508c8e5ac4fdfbd6a1ee2cbca689b781656ebbea192df8
+size 269196
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0887208d51a3588032fd2e16048978417111be15
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L12_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aa3df48e18b513c47c1578d9ac9e961fdfc273fe5d4396617b802b73606c144
+size 179360
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..032f47a37c71a6aa43cbaa37b6fe688251b8138c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb19ff210be94a64d898e643fc1befbed9696d78d2a54f6b644974d9b0754080
+size 263872
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3271237360c7b57e18e4d6fa9bcc1ee9a57de062
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L13_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e95eee4ef24a3f5791cda3d4f440d691ac551abc75283c2c0f61f8bb990fd64
+size 177863
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..84ac08e55e52ef906485ee837f38ebd63a135a76
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b6d212a33cb0d0a1cce4daa53a5a59fa0414cac9d230a8cca4eb8820905b421
+size 272749
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..a9f007e8f2612edbb22742b81ee804afd5bd75ec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L14_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0ec269234f4ebeacc442a0ac42e36f5f4ad67f0433de8246f277f1c3c366cb0
+size 183556
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..58d058fd5d96b0ce06910f893275b88a5ad0700e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7f4d1e7df62250dd14ab8f52036a8906d29691a6d7aad443213ea854f11dcbf
+size 280552
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e03cfcf0b483c069c0dfb3de8804773827e7fc1b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L15_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:528b7ac45f2a25c7aaa26e8e8fc3448769b07bb2ed1d8ebb3e9a1f5e968e09ea
+size 176782
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f17de8c33e3f8513de549dbea6413882d13447af
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76443f905b226e9131e966552c435b21b5d41d9f94b6bb50c5997a250c959151
+size 282296
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0dd56c7e18c455157cfb3d1471a7d74f5061ebd2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L16_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57970ba50871ca0b250bf45ba72f02fc0cf8408a7ebddf740583f22a0c0836d8
+size 182025
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0b8ef1492ceb06a9815102e6c95787a1a88ab8c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b8a4394594af1cd974d378308eb1339b96bd71aaaaf3fa0537a21f24dbad18b
+size 276434
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..d40e706248bde9ddf9c149ed2a04e7a928961ebd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L17_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2c6d8872cb87a3eb2d4cfa85592d18f06bfa5f1277457e87e1e1cae0b2a9588
+size 171411
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1b58d2c15652abb4fee308219ffdb8c4baf30e8e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:022e86ca99ff2e8c55165b57086ee536e918b41ffb7465eb70344bfc8ff89496
+size 283434
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c821314f9103a067832d3985e627943f72e41b1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L18_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bae007c7be0d1bea9ec19c98b9a17d5a9760d0ad8ddedef4c88dfab7a069b0f
+size 183748
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..6834769d0f67e0c7a2d569ad4e59c7396d399404
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9db85808ad4026199c4b9dc615d5f71807099d07ebf09d6f9d35b05cf58296c3
+size 279548
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..491e27eb76dc77d5bf42d8749fb98d77bd9b1f74
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L19_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6ae03eeb9bd9a279e1bec7153501d9ac2926ad8b306826608a3691000a4d88a
+size 185317
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4a0aa227e4db5e0a50b5bc6075f6912339bdbf8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e91d7f6d3a81aec759cfc8d4957b3e8f4cb24db8b14f0b817a954abb3724a6a3
+size 269141
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce595510bae8632985e63e532e0b294ea30aaec3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L1_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b01b85e185da1d6323c1b7c08eb847bfb497d82d0b1457c8f1403689ccf4d7f2
+size 184506
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d8a6a536247abd33de5bcc93ce8141285c536d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5100af8b962f75b3f76c3ee832d6e7654a214bc6818a047b00506fefa9a97a75
+size 275362
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b101ee92636ff6be0a998506bf34e31b82a5d4f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L20_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a9ce1d708d3f936b623dfee3b86e639b9dcb4ffd880ef4b8fc7c90232545e1a
+size 186956
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..9eda1eae4545db5c5b65710d5b87246561a50cd8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5807710b6cd11c88532689591971233c41a1cefdf0a29df5f97e37ba871f8f60
+size 279517
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7b1845ae5150e48de509749239177d963e70e8e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L21_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bda348bf3c60c3407487096e527fcb5994462de21bf622a1e2dcdba4960409a0
+size 182935
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..76263bca04beed0d4cf3b31c6ed21a8753b85df8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7021f8cadbce739f71979bf079a420c97ab9b748cff44eb9af024c5a34774742
+size 275639
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4af054963b2b22c939b2f39c4eff77afd6aeb72f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L22_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7903dcd0df2d4f6a5dd114c571e3a672852e070a31681f04576fb37f5b0a90c8
+size 184622
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d23561fe846db2ef5ccbdd29317df37b66763f41
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ca665f76b262e42a364b3fd236ee77a730b7cf46eb9350cba4c61a9469b97ff
+size 268744
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e7cd2154a14247b6d1fdf181d90d482e01236cf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L23_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22ab02aaae4b7c9d4f5a2d3015c92810dacdd32d187215efb9b2f23158e58b30
+size 184700
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5506dbb59192546fb053a716b02b18d1786f7ba
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db076976e6f3776e25feb60791d66c672433da439357734e259ec4f4bfeb267
+size 274489
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c7eb9d4b4f049c37db6d95b1b74b9d74188effd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L24_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac7fb6b779ca31daef392f8949abc29c1afe2809c6112d9a6a6abc3ac3b7c27
+size 183340
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..43ea054f6e7631d16ff7c3ec73c90ca99c58fea8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b84352f582081b08d77a72d09a0acbf6ba015ef21875fedd21aa0f9c1f50f86b
+size 277325
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..5360d0c8f680508e780b9ab306c55530d4119fef
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L25_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08837b12d431fae808c9791c863ac6fc31b49d57a4fee5b60c95cab92472aa9e
+size 184268
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..518497ce63dba3145e6f10a4f8b325e4711f96fc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a23519f6829c0017e277ddf3d6eb6c338d2e2d48299f96fec12c579a8ea65a3b
+size 270111
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..8355a3970a5b70365e9af8e51a7380d9ec354b29
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L26_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2d74ebd64f6f15431f1ade2689ae1955164f799237c74edfea13aa0134c1c08
+size 182826
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1eafc951b4b8afa1d2b078c8a033e11da3e8c6f7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a15f931bc6ad71fb938ee9b203cad043786ee811ed123ac9d48652162d2f9b2
+size 273296
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ee32b059ab91923cf333ee6acb39c6e5c780043
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L27_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c86403b7a29b446744ee9dc0a1060d9cc4afbac1885cd48bb4e65591d3994103
+size 186581
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..32ff2348da1a5761c38e8a77421ccd6d8ab6523b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a82d18e13f5bb2e4b895f39e09a04d346265d600822f6768205b368675661f6
+size 288731
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..206d5ac409ba40693bdb9b1c92d69be5a5b281c4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L28_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eea6c9e58e54219e7e71b4fcfcb399a931ff373c96de2ca8265c238aa6a5353
+size 187176
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..077e979de41803b426edb22bf48b357999a7ab56
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:780f3eb5370841d4db9f19510720f2f4deb3b66ff2b760eee9edbe076e67a06a
+size 287320
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..26dc6da0a832786625a90ebe423a1f9aff2bf013
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L29_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8e885301d3be016767a74629b6cd1fc6108559f3060f09e42919a3a7a842449
+size 185474
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..adce4169eec21b363bbfbf6429f87f7ad324f744
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2f31a69878dd78490e33b62333d3219b2bfbc075864947b53c23c4b75db63cd
+size 263669
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..8b7bdaf0825ff51045c94160f17f0bb562fc9a50
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L2_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:991c880d3692733d3f5177a6e68ecd4fd03403c4a67471a6da50386a7221a093
+size 181358
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..b9847ddf1c8e9cdc74f10efa5c03db5b035e59a4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59947d34692c13119819190accba757912878b705415d21a64ec66046e298cae
+size 272041
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2dc230a01d4b1b04dda3f2d645291f0a6d4f101c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L30_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af17bd511cf00061817d32f8274cc8ddf34c78326f0daa5a2f239d05d734f75d
+size 178422
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..327933de799c7221c8d4fa49933902e2e01c4ebc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ecc61a4512a1c4f2fc0e5b00a3dac499669994bf4a41911a5c5685072a892cf
+size 264915
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..03a12e3624612c6515b65cfd0edb25e0f3250cc2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L31_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46bd613237dfe58c9bc6d9f3cd91721f016f3e1e193e0c03f14d65cbec3a8f20
+size 175293
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..06a629fe70c32a09cc27c704cbb7efe5e7cdef9c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:826ffbb6906c7bc64d66f476c95821a961c1c728cb46a46b857666335eb7bc00
+size 277358
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..95a3f0dc0e9ed8554c1c7af8159cd9060fb08130
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L3_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fbce55319d845299a5b65aee502a6b7c4462d7e3f3e0b5bf64591ba334b1ab9
+size 178273
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..0cb756e687b12940ad88ea2ecf70c63f35b32f73
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04027041793e312a00593777e0068b966e521cb433bf71f0353ec9e689edcd50
+size 272950
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..89b28d138dc25487350b0b17703de4885d514785
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L4_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2cd982003f5a15cc415763fb567eaa56789775ae3f0e455a54c94ebc3fe438f
+size 173102
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..51689bfe83c46031e79335dc5ca692eac757927a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03bacae9f6a6e1136586387e6c3042899e8808dbfe3f60e07d96054ca105f2f2
+size 266118
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..00fa153de10476f735eb4adf06a5617d522778a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L5_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11d566d68abc4995302dbff4dca9ff72dfb9ceebf343ac5dadee5bc3e89fdea7
+size 174714
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..98e8cad84b7252a492a2b3b93dd7b90477d6c4e2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b727e300dc77a63f43b788bb567062cb2fe2ebddff1e987ce66437d52253504
+size 280025
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ed822e88ac5be8313c8c2b13bd0c0d832d897e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L6_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2591930a8daf02a9e7248ab3cc61d70c996137a76c898a33d1120e0cfc165643
+size 176879
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6694ee37acaf8cf7a63af524598566ca647c3cc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5fc5d6389fd368964a6de01cf20c8ba1bf427f73c095aecf6679d5760cdfd3f
+size 278567
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0fbc9a3e97f5bc56f29aaabf1f308bb5f1396861
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L7_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15fabecb1d3960d27257b72794dc363f1dbe503a00fb4ad4a36466563f83aaf3
+size 171239
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..3acdb404a3ee4f6bef8eaf19a8a556ef2839b382
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dd8432fb6dfddc7cd6088aee5d3e55d1f92f3cd1714de151c7c9dfaa37aff26
+size 267167
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..498445a70b7aee7ba6990a651a7f0376ed1dadd2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L8_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a825f76aa47b43527fa22855ea63aff7c4255c954229a16ec81b0312e1e0635
+size 176383
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..de9c78a500cb374a0c6c02ed7c2eea2e7a9220d6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2eb827cd14a782daa39ec43255fb1a8f0f7919becd5bdf423fd31d722b61f703
+size 261235
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..29f49169f136fedd11ab30a4823da7cecd460cec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_400k_L9_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55e3f03f10e8974f34e3f4357fe3c30e81bfc2f67c8cc161373c207ff164bdf5
+size 176666
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e808c10f363f49881424b4c7c1b8bb84338be55d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e20a7dd7bfd4c9788eb7817afb7ef6dfb35de4f02ae91738955d8c6ef47d971d
+size 261427
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cb048e2d0ce04923e145680771226196704fee7f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L0_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:777bcf5ea7a9d062e720e72ddece677eb65fe4f2dd4701129bfe64c5447c40d8
+size 169559
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..42c9a8feece7c58bb179be34ece2bad45a680026
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87ec28bbb3f7d78aa800118812f487cbfc0cee84406a3e81753dcbc7e7a36703
+size 272005
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..376ae10f17e2f0e747ea6da75af7e276d6886e64
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L10_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2db6e00a8dd8b3384f1d7751ba83e31f90dc7dd76a9ac6a88a402268d5b5f297
+size 184203
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..31215edde1096cb16b4771cde9c47d576beb6406
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58bc911659be8d896a1347633c3be9fcec161de2e6bba018c2c4f683c517c8d0
+size 268334
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2703bbb50591545a4ae16d151608a0ccffa71c6d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L11_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd7699565880f32a64ca2a644dad4e69d372536d50ff8d24f01327d4cc97fc4c
+size 174244
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a224b6cbdcad6dfaafa0ea0d68253033f82f960b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc4452fcc2b38919a16378639ada2b5e1b7ee8c790a571f1ae7abd906c0ee7bc
+size 280445
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..65c2ef6482fa33ca30251c97e7b16eeb511bb712
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L12_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca404dc1d7d62f50cdad606056c7bb8d7495f74ab1ec9d4106df343219937277
+size 184270
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..645c5f01ba1778be81ccbc293938169f778a3a92
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c53c18893130649f9224d945695079877683363ecd06070f35ce4b4a9adfb6
+size 269135
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3760a7f9497c02d7897bc6145040f796c0294702
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L13_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d6d3f431489b7925380f59715d732dc11eaa4557b46c0563fff88229faec277
+size 178500
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..14c62289c233cf868b91a4656058a8e6fd1cdb0c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03144b33bee72cb6324a03be0db809d28701daf9db61c489501d4f921ecb9a25
+size 287347
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e52a83eb19306841eb73690ab8bf6af671e19b59
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L14_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:074a9786de3c16e663e96405b4febcf7ceb9ebf21af2f1f189f4a3ab53b2499d
+size 180281
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef3134491539e0a405b1b3c7b9f874f833ad98de
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0679668da61ebfd63eef5620549373b1469c82cf85d961427d0676c01ef28a35
+size 268228
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ab11fe8db89c860b25594fe2b12f59dff203a50
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L15_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c03ee1b176c49d3c82e42a589dc78529c29587ec1b4b5a6e359f5db424be0e2
+size 176087
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..bdf165edebd81bb5977be787336e2cc751a212d0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc760490daa1c8ffc77ac58dc029005756d744600289fc83eb26da15207a1316
+size 273704
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b5000fa593017d18c8fb81ac8319641c3149249
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L16_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca63ce7a96e73d152e8f918790c3ffb0a06307a8e87235f1eb7e93503ce93d14
+size 181153
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c6d6c37fd8ec850a84583bcc86e8a0241e4f9e3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:739242a5df1298dd9bb593582e59ef33bf6869480646f8a8b0eca158570ea297
+size 282722
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba5677af168eafb5105925e100e98aa40bb9cd59
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L17_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a565f74ae95b7f936686055ba5e6be8233b199a4754a34497a53df8a2864ea77
+size 179059
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..bef527d8bdee573e9b39cd831f02559b35727786
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d63ee0119879da1bbfb879a184be16a68761014b2e54c7d388776e1bee3d7a3f
+size 277498
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..f229e2ef62d9228f659257b282f6eeaf0a7206fd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L18_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdd36efcf8d6228bfb8cf74d191596204e8536d9c393da752aec4b610cc7059d
+size 185895
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..19e11c0927629a32fab139590b4473416b58c161
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25aa93d14a4d4784aeeffc628e1c4e5fdd66dca20839c33af365ebc5dc44ac1b
+size 278281
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..b92dea73e120d46e324c41a6c65b813e7de82755
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L19_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d6c137b3c1e3215da5411e999f54be3524d9febae4623c30cfee07e62e04e4d
+size 176467
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..8e2e3c50980e02363335c16a05cc5cad3b56fab2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b384de7fb6da244883ef88c4e93165466e41d5e9e30726f351ef5a2cedb63940
+size 278101
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b7c29b6395e1cace46ff29548ed5104a485d780
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L1_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2865cda4a863e011841ec80804a384f128682cb5dc0788fdb1232bafc9aad6a3
+size 178098
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b4d39c28b54eea30ff3913f3a48a317557623be
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1beb55cb66999cc70a8e2e991f53ee6e59a8db7a8e0fc8859cf3db2e229ea064
+size 274922
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..277792fcd4c48278ed588887ba691b289bb44883
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L20_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88899784c89b2a09fe6a781705fe591e2089cffe8a13421a674d9d4d6238d83c
+size 175144
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ac06e3ab46a90e683be63e102348992ebe8255e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a60aeb4dfa3c2556c8e9e0b1e5f87456459589c86693a08825de2f458f59f50
+size 278519
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..bdbd4eaff0eb5ab94bfca3ae0cd6d41e043dbe34
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L21_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c18b00b0790c897bc3e590c88765aa59fa8a700083b7dae37fb9f3fcb86cb277
+size 182173
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4d4f63c02302c07da4ddacbde6fb9a21c8b69b38
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5903a16941b8adef2ba8bc0556d9c9465842dabf24edc89712f17c5494258c70
+size 280925
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e7a7db17a9b2b9c6268ae1f72206568dedc71f8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L22_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4595ae73d08453ddd5d44ed081875f3f8c54d80e8ddff57a3e1d5ef4037c7ac
+size 183706
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..0998378aded31c420cbc06f75b04299d9bd242b5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6cd554bf917882908e5a14ae33ca7e8d4a2bebe990daea3c6a79503be089fc7
+size 278098
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3d9bcf3ea8e3eb9c7f20d0d1bf1392349607f90
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L23_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa4055abd8bb83c593451c382153c73ae7d8e934939725e2e19d3e8a251e565e
+size 179277
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ebbe3a3b5f302d34f8054d20f5164e594b2baa6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:faa96c2ce5b92fa082383d9e51d2d4367ad8a3a5b15b44f5f37e706c58ad516a
+size 275619
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..471d3029bda09610effd8e94ae08f7e7410324f4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L24_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d4dd6eb2bfc4f5140be78626bee140750442ffa6de3c79f2860e4b210db4460
+size 183512
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..73e9afe45a4c9d3d3ad4b555fd61b3c81555502f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ed046ac7849598eee23bcbe1235014bc247d8cef42b1ad336834d1a373a6eaa
+size 275308
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a827f51b25b3e2fb98092b06f43092e0b09a639
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L25_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1d9ecc514e290bdddd3878f2f9f6dad62d749a417ef51949ff3b776ee767c36
+size 179779
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..3cc1b59514a4fe2fa7a0545f7a7a105b3c45231f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d0404ae08bdd5dee0ff54ae67b1f7f6cf4d5ca04208648b713a2907ecf4718b
+size 270394
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..c4f84a74bb2d0c161f1bfb25665383913fccbc77
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L26_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3670c489f289f49bd6c217802cd442d3846012bd40af05cc700e68b1aee38664
+size 179052
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..bad1178cbc3361bf730cb945da1ef8c2f94a0367
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ec4e1f8a3f8597ac2e02b310eb7a345ebfd053a7106a34d58d90b7862fd69b5
+size 273135
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf0509aa25e89cd7bfa29f5ba4cbaaf07afbe05a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L27_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5459e1d8b40e2bdd4e5e098f4d7209fcd5458e2efe2ae9c1646b1443d5a829ba
+size 182598
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b08640cdf619abb4d618048ffc3bbc57029a803
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ac3293be907d4042e4c4f999aecb13e574abef258c37502373a316c878f5ef8
+size 273150
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..d19fae7832cccc412f55c24c2d3304177faa312c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L28_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31929e9d7f24ef68f4735c1fede1227887df058b80824afe409984e288db6935
+size 172461
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..b40a1376547722bed9d15ff71c205389c762fc7d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:142fa4897e97699dbf30952e3128c688836304acac71dd0859d96766f3ca052d
+size 272062
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1161b83384f73f7dd8e050710762c8d123ed8484
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L29_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:440fe74b19c2e8e64eefb68215da1f4bfa0726537b2e0d42e2802375a918fb9c
+size 177288
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1dac44787aea70d1ede97e179d911f1069293b5e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a38a2f5a0b92d7aa451cefa30349b8064952f7703c2def53a4db9671515308b7
+size 272293
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d441d40205b50575dea35ae9a58cfa65227bb23
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L2_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3bc277fa99bf4821115cb314930375f580a0f692d80ed268fd75870dd159093
+size 177934
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..6de8a4ea3f20f8ba759def45e1223e5de4d645b3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:467da29170fc96dbeec9fc966aafb76ac88bded0816fe5125146295dd15efa62
+size 280575
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..646daaed2b33188c74424f92ffa896ea9dc118e2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L30_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f78c3105f91e0e69dfdd5581b752b913575782e2b0c6a18d13349964aee6783
+size 180379
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e2709f74bf8d979240316c01b6dcc13b615703a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e4d9fc837a441f4160d9ac5b90820226d9a17a58648a16b2e681648eaa533a1
+size 273997
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..facc46f66d8e0f4ccee2895cc4a7d0c70fac2b89
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L31_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de3b5fcbe1c829888ff4d8191e97f1a1f43789cadae7db6c4ac99ab8f18703ab
+size 183438
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..81e3d6106552b9adc6781c459172cedb31739e7e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1d77ad6edd64aa47a55f99858225ca619eb6c5e012761f9791fbb9090d4e296
+size 283535
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..3184dd6c8024a56f28a480cdab4e91523a3d52bc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L3_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9abb4e1868f6532fc8fb1d5054792afef873692e5c492ab2613e46a4645da2c
+size 174634
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..8142d7a23785f7df6bb89c140401009278b1ca1e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9de80286651cda74b0592912d197eef532c5323557c1818e55b4222099fecf1
+size 279552
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e8d2694bf8e93651b8da3ecacc29c923c5d70a5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L4_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f245b11dfdf2df899dc2981461a76214e24541d5f37a5797aa25d4f370c5e7fd
+size 175885
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..958ae6cf6eb014e80d972deef26c093e316423e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a4144228787a914b88bb69c0a24dc9ceaf500bda05074bd48c00c20ebfe760f
+size 273379
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ddcef8ef8f6ed79c21aad57ef533c8565a1fa2a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L5_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69620fe5e8e1075c00a3298e2e1f68a5e7a88664db5dcc6da7da9318e6b61e08
+size 180799
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..121a9f0b667c60269bc5383d6abdfd2d9204e990
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:572fb1e3078c2a5ec2a0dcb0b1cf2eea6b6e3f96dd69c104e382ca1452d7e53d
+size 272567
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbc2f8d5ee0f7e7a4de614265f68c5c1f6deaf18
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L6_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d997a85f5135bc3ce2de27a9f416b7d4609ab80f9d93056c6d979c042ba7ea0
+size 179669
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..641790d1e28982e05f99d858aa01255d3a64ae8d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a91d7eda926c0b448fe6c798a92d39f7b394d0c5842e01a2de0679fdab00c293
+size 279482
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c169edd9a8c56dcde276ed78d420fb922a2859e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L7_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4da71be6999b7a789a9e26dcb1364de58d6956fa0f6d6240456beebd2abb0fc9
+size 179807
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..318aa2f7860bd91a854c2d75cd8cacdbcd11f830
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a36622530a04844243d4ad8d0c3e50bd73691e415a367f061a9434af19fb2f9
+size 276449
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2ab021b1e5b2f29b01598e175febecf435bb498d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L8_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96a7a1f423e6a311c09af5cdef39de5b06149fbaa9ff1f03b592d2714d74c745
+size 176485
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..46fb94d108259abd08c7c015c62ce56c2eb293c1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:821ef24933280ef75bbc59391007e045ed2f6ba24cb17d7c18c4727d0719acc6
+size 277934
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0cc4b88f0a416cd50ab1581bfb17373fe91aa20d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_800k_L9_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1249ac083de62a0be1d4295dee4153062f0502db212fdb6bfebc4c640a6ded78
+size 170822
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0fe72f0f260eae1db47b1e93d10e6b2701c223b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97794371ccf12e54dac09081c7d1b86d0ab07626faf8ad1788ad0d82f5958489
+size 281846
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf7a448f996a37cdd0164304886004fc5be2daec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L0_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85baf289f44a970080dd841b850eddd6bd1358f5d96315a43e5c109269df47da
+size 172423
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5528e7f03dd2b92c54c0be08c0462396ad522e95
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a48e19f6a0dd5b81061ad485184193cba62da5ad1e442b5b021ba37ec54090e
+size 284096
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..09fe33adba9af04c7639791f83bacb2abb9327a2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L10_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a3bb42b5b4187c804db7988b5b50e01065333f532e45b59d5c5b6723d2670ec
+size 170349
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e8b81ede6f2451fc337f3cd4bf8a17ec008a604
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e1718aedf8c671d297479a1b6804842b127ef799c6b5c202aa8d40272e7e16c
+size 290356
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a04adb2c495d2b857f909ee76af19e9754292f9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L11_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54ff9bf278a2c001fc2ec8865b84244bfb456251ac78bfc8ef43b6acf672cd0d
+size 178243
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..7bfa8c5846c9234771706ab8dc454bbe9b65c8d5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714d3ad0bc3cb7f8b0b23d2e0904776270637fa6a58efe9d937ceebb8c372379
+size 291467
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cdef08dc4d6411c7085a53a28b6e24eab7a86ee3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L12_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a513cff18535da0b0bebf3dda7bd3d71de36bbccfd66e2ecf333755ea65a1631
+size 174900
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..16bbe41e4d1ef4c562d9aa8583aab35924f97186
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:828a8ca9748e7fba0d431f51f9d3cdd3acc994077309f8a592392d4afddc93d5
+size 293685
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e0c1dce8c61bccbeded4e2d68d4a5b6d9bc5a2f5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L13_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:243f04ba35697fd741b10e3366686be9a9b54fb9419b8c811aa1557e26f5aa04
+size 180056
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..204602e397fad08e999d195ff697410002eea094
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef363ab1409fd7c26b38edd937e4cd595555ccc10f032c99ec1ff14433e266f8
+size 302461
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..40b9aff39e5d5ceb45e5ffd4dcc8559c3cb21618
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L14_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e44016999a52a7270d3bbeb432809effe3680e3df8cfb59e7b6970e914987af1
+size 174692
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..80520b06af9c3b8cd2eca02423a8d036045140d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86d75ea932923730dc45246011a505d35956a287374d7f2a7967143382909d1f
+size 296390
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..06d0a95ac4463c52578a131fd91baf65746b46a6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L15_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03429627aa3368b08ed278df6d2ea1549f29d1500445c7c756da30dcbcd647ff
+size 177298
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7261a90c5c7dffd12eba5e73176cd645e10e41e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff1752053d87eb3644eb5458687bac4e19d9ac10b53f088ea0ea1380394f2d22
+size 290392
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..71eaee6727939e6f79b97ecd46952330565cfb36
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L16_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8646b00ce130f467f2f73943ceb416fadfc388cabda4bd3a198ee81d55e85c8
+size 175011
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..7274f4ae4add601a5842be8245143ab7617902b1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:239da2e3051b8ea8c6c365e84e7f5f9f02a9b0fd8415d309628a84f4839f4b54
+size 288296
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0dfb1d9f2190e04b8d2fa8c92f212b7e0e22256c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L17_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8405661ecc3f23ae4cdae06895bffbaf572cf1129d20eef5904c5906a4dbe819
+size 168770
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c8c4a6a22e1bfc34b496f57c3ac1125cb039015
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c0a943f757a2ffda5bacb75a0d4731245128c592b4c9dc025541392af240890
+size 287875
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa65efa76bdd79c8b549eaba96db24aee62b1230
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L18_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba3eb73ceb95ecbabcda6c4c231bdfdf673b8646615e44e098c45daa65229129
+size 177306
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..052e3af057977c0bc416dbd8554d42ce524a83a5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:120b88ae12220c3965195f12f48538665d5f827315cdd0a4bdc25228409bfb4c
+size 300143
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..15462495a5ea1bad5c6c4264f83b460da24341ef
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L19_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:935824c1a906d549613138a6c6ac327e784863f363ea3db7b9271bae6e7f0c4c
+size 175114
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d112072132aa343962956aebe3d0d94d349c38a4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38be0cafc2bad5f906654dd7228f64923c774b5e3c1813477de385fc54487e30
+size 282898
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..c31e44e632ad84883bc435e4d911e72233f21562
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L1_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55f06c1a274a5d6ad16402f30d472410333b54a7c827212d93d999b204aed7c6
+size 177384
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae8919b07ea8e7b7ba5ce040d4f95819cca82ae9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e6f6c64874c7f9320cc1da2e64b6480c67835a3c4e145d18b8fe96efe593f81
+size 296403
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..8aeb3543150036d1d33b8bcf67dbae049abe4742
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L20_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24c3e408b1691f18ccb97f429e44c7a8177111e0e79166900b6b4d71b4e18f91
+size 183281
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..c570303929975004886a0f9c84d19d681c41feed
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd683ce9d207a9af353578ed88233ab4df30e78704e1249219bb74fcbf157308
+size 298870
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a01a7e22c3ed09ebcd071dfd94f6bc8569429f1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L21_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b386c5fede92c5174d51e29932cf818b39f6f5fc91de1c021f6a4fcf31864999
+size 182963
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb7ece2bcc2ec79a47f798d226a1d9142ea07f90
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:763929448628f778ee1746a2e8fdf938f9357753cfc1efa1b834bddfeef34d53
+size 294238
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..41831e2f7ea1c4ddbe473ad012ec17501aec7e39
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L22_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d7efb37893e2dce12efc5c338b7f518e73a4ed3e6e0b7812414179ed1acecc3
+size 176039
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..def6690ff5df3baf230b66eaa86551bb1d362ef5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:186d43bcc5cb9770bfbe406f16c7346aafb74f7d1da8a20450de4322d1838149
+size 297900
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..403c4473903895e5ff94a9af8747927d3efbbd52
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L23_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:825ff1a6880e5d8c26e940d439e431ce4db6e9835615f28fe8787aafdb9dc8c8
+size 175561
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1c5c5e76e7ac71cea39ed3e1fd8027d5c5101b8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e24aaf43fae94fd919aff84a3611a95921d367dc99f49ebfba7b8e88b21bd5c0
+size 293418
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..239f4438eb72694c907e2f10c8c2797131dc3dae
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L24_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7abfd05a05c93185a30fd31de31955e0403d81d2e896581376df2d5fcd32c65b
+size 181433
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f081b4545a6b73ea84361059f811a5e7dc5f5154
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9c719c01d562bf8c8e7f241ab8fe8d7136aeb539927471fd3318342fb642f7
+size 298710
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..a66cdbd94044424693542e412391df2a7bb191ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L25_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4048178470a2913d620580d6af7ce0f0fc9b1d466d86261c24ff743e43cf8f2
+size 179721
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8c6901782624c71d103c9a6bcc9ccac2a29bbb9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb763a83632f46e246ba042af2e406a76a45799c736fe3b66720accba6f33714
+size 290576
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4bb159ec0d697e15e541f5905b1ee4546fd7a97e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L26_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97928e5f5b1e28442ddf2c4eb7cb84570498acafc7d261b7bd39042f53966455
+size 179791
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5498742294a50ac8b33829b12c763fb61bd90897
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23174f44a823d6c7c5ae55d7193d6432db5c101d1e0ff9cc696c50fce705f2fe
+size 297234
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..c084e4d12c7024085bba68ade798576c9d0be164
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L27_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29a06138146c02ae225b530cf6be885d20036023bc5801e20172c1cf7cd2e5ca
+size 181453
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5973bcb3d24cb0251995fd3a762920930a8b10d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80dc94715f656d024bf684fb1b113f248e2884e0e7fc1954c7921b285bb7a340
+size 301108
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fed05cb7f87e63fd9131facf3658639c4e8faea
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L28_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22bb43ce142e62b87fef082b5af5e63d16b573109ec826871de658780887fcc3
+size 180361
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7ffa1f2cfaa95b9eb07416338b6b7e2af488a7e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:413c2cbc7a45f2eb59235d35d9b35c820f7b6005364731b348ad89e8bcc8971f
+size 299037
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..666e03f9b0ef143cd2953d7d7637ee2450f7ad2c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L29_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dfb0a535c132365a281316f9b2f4a0d967c573dd1188dd52993dfa381d07d41
+size 183124
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d11a3d588501f94582ef62ed2bff11aa5073762b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2d54b46984e22150de50a8c773cbaa1939a38983abc07c476f5b2b104cb9ee8
+size 281169
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..b252dc43c6f6b8c63976a2016ffc22a265d1dee1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L2_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4a06980bc1bcf2020ed53df58623143fd05632757777f795fdc36be929f5cda
+size 175715
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..de5d87eeda03a3308e14a95f594cedeb83fa8da3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d86c086d6cf04c1fdc4140471283a00d648b4caf1ef01c04fa19dd4a157c261b
+size 298862
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4adaecd3491d63f37e79c2838d0f884cbe30f654
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L30_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b319115a49d64487f74654c2bdd12d5e86404a151a56d495ace62714146cc36e
+size 186321
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f8bd36fd36551475b83333674bc3dc284264d097
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e89df27513f859a517b20e8906ae4a4dcdb5ca192fa9e41e30e89a525a92e813
+size 290169
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cabaad4b54b2103e63424e2c6b1171b9a015a67
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L31_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e8a486f992ad0ecf69070b3f06d13f900f75a37395d53964a96098c1c33157f
+size 180611
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6900fba2a05adc3dea4b27c0ac3785bed1c2db4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b91564a1761cc7de89cf9b7cb53312ff7cfb65ca958044ba961de2deb96d299
+size 285381
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a829b634ea7c5a862c557bc7f5816f55b3d58ae
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L3_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf399a83accea30195bb35b9480e17e782158511dfdbe61df8f2e24d609e6555
+size 183702
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..81719db56fb9424aae61bd71237e1cadaf266f03
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e19bc6b57dfc91eb13d6c25345b1b5768f0ef79d785c1d25eb20c0d4e519a3e7
+size 288402
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c06f456b54bd85f3871a0f07d87c00fc15341f1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L4_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e43ded5fc4b0c5d0f1ba3857e500b6f8387bfc3e153c329f29b793c155256301
+size 179892
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..6d916471ce53c25172c60ec2d4b5d5920d3dbc5e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8889c24c56c2f4fa8c3b2962f9ef4851b9dfc89f637f74c715a0592583d57109
+size 279524
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd8dba25cc5bc3e0fafebe1d81ad8e681a059253
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L5_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:550933ec7315496a409b1d34ee8df8fd6577a5f08c0d7891f1a4be216c4472b3
+size 179011
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..747d30e4fd02d0059db9e0338b8d14010cf3379f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26060c4509af208fd2c04f64d8f9a9c68288f8ee3c657967c3ec60ca06a988e9
+size 293713
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbcab2e2373b315ad4f49791ec8130479482c95d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L6_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e2f16951c8546819f89ebeec7a2525c9b0d618f5c7ced110a26304960b4c5f
+size 179019
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5589d6dd09a93aa4837323b474c66cbd9d5b5490
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68ab1806753d0804973d0c3e246d9ece1f1f286723f91553981d4103067f505a
+size 277511
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..39bff91b157c640424437327c6ba29f014723ba9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L7_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5358559daa822eb7c2de7b706cb2aa7ce7439678cf9aa72a92bfa39d682fa012
+size 176634
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..074e374b8798094102c644052913eb21735190d3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7deea768e0f7d11b373c2dd69b80f87fa1bff3c683096ba5ecb619bea4b7f00b
+size 287295
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..41fbc86cc0f22c239dc67555fed175fe4c18cd83
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L8_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ddf1e44bd3349349a861a4fb201e03490c2478f7ff5664ee2e8749d41ec39a3
+size 182065
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..23329a03b3dbd912cf145f93027f58ba748423a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:413b71cef6c3f68f01dd2ff534abecf0d4acb7ecdad20c8a28dd57d282e62459
+size 280424
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..fde7241ded1dc96615b86c299af6d231c422066b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_80k_L9_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9724ac4768d6f6c9ea1604623c3c114f508d2eca3e4392f0d2c2841293f3faaf
+size 182402
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..447530edf9d886251022495bde4ead45b849f515
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29f98be144cef6945b98098c6078e809bdaa15b290d01280dffcb471e49f52d9
+size 264990
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e86bfb08005ee785ea69d918c4a059b0f720f46
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11ff060e48a82978ca5a26fc24320330e1ed1dc940c8b46a0139f757bdff86ce
+size 263334
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..18e791d7cda5b2cd477b67188d9b2da39e816804
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e03a00f56d7b78f4e8c75e1c9f3eaed6c7341c2564d07761b1a96d064ea2c53c
+size 277324
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..32bf451688ae6c8cfcdd6e162ca41b62b6ddc941
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30fee35fc11fd735454acbb3e479867dac9933301389d5f16d3f16c8cafcc38a
+size 256711
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..df25ec6e9a09de51b5c08f1e7948cea4e473a871
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3178e449a2974f81081a043037d0373696a5da5403ff34b3871b3ea0f80c1faf
+size 271282
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..6488000467ff420702556e0236cefdb48a5071ca
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dbc822e6cef2897e2c5a102ba4cb0ad248ba39a29d09105cde6a56c89e52d6e
+size 250998
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..02349bb7b77907deb8e3a6b315c9e46adb805b0a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bfcfbac9dcb95df50c5a2072512c9bb3eaa9844a1f9851f99a0bf1d7e281716
+size 275499
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..07d32ee68cd7af0c46c7066431a58a64e76e8f2f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd9dd074bb381e249e86057dd67c5dc68fe59b426b9d1dd6578c68164e394e0f
+size 259670
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4d4998d0cd5a0ee43f4e454ad215bc2a35a8d2a4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9d6b2b7180f338e32e71032aaf6cf78fd608ba24e39aedb25fa80c47b8f7aec
+size 275496
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..ebede41bb424efed65a3bbee33734c5c837b0559
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6f8563c36041ae81fab0600c19eef1b7bee77e27965a580fef875b0b14b2119
+size 267812
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..cdd8edc94e48c31d39da8edb904262b7af8c3193
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f185cd75ac262f929102d5c1b83f2b1e30439ee2c046ae1e20f48c81541ab0c9
+size 271739
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae7ccbb97dd9645dd744522d09b44bdc04d58873
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f82022b0bc6aed419df8292412f99e5a392c41bb627c2343c1e1b29d5833c009
+size 257381
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..240e136c63c2072c71fbbce61b168cd0c406fae6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37844143ab3a18204b965c465f11cf9bbea8aade7aab213210e8106669bc4e5b
+size 271676
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..dc7f216e7d0ed4c752847ed269dff4b8213bf97d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c36e7ee21d90c7ec3a0381c8f4e2c211f31d0e166f613af35a66b7b042cadea7
+size 245503
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ca3d54e20a033697d37889fd3953c47149a2956
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fe042ec2ae1da5b87a117a87ff77bea8b8b4c82538cc2bdc735844d91a46da8
+size 269998
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..e4d2822ef4d36a838ae79a4cc4850ea18027f0bb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b205dc088cc7116b67a5b4777a3485d6593c46451344e8427cf66f09b8375c6c
+size 266262
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..67e36b99ec19043751c7291f9e52df7a51081f60
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ffed06f658d3d58f5c01b5cc2a0aab326954237945515700bbd0783a7be5235
+size 274036
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..06bd5745e6601f6dee1223b16ec4679922de2666
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b34b597ea3bae8cd977892878618f8c1ac2c3bfbada2a4dcbbb877f5f32f3475
+size 260491
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..de25c58629de1f00f30adce49ffb996e47cf0f6a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b88799e634cc2e840a5e661510391f5556f1b1354d18ce93a6f005a86d1a9054
+size 273299
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a3d5efcac517266e5ee8659124eaf66533fb204
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff3b7452205c5f8b498dc6722ed01301d40073c4df7ef0fdc7f5ff98913f042
+size 267804
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..ffccb65b2b544d05a3d27739f8bbc4bcf0fff8ce
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfe0cf327e41eedde900f63a0aa51b865b3f7a27f14e952faff7037a84a12397
+size 280564
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..8940adc50e2d36688ef058fef461b940ce503fc8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b9604b477115b8a6935e88304c101f5e76d0d886f8ea071b4251adc83699088
+size 260199
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..50ce6d5fe2b79ee2fda6b244b65db09490898669
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed686634656b6fa816077a4e4b020b856746227274601615a410abed3fb49e00
+size 268809
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..cfc880c2c7e1bc3ff78e9e5f0c2ea75865146c0a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3ec01e89f8417bb60dd6d42b286e7ab55a7b405766f8e1c01d2dd7d2e8a745c
+size 257500
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..89a41ec798f34054612835e36ab95db32bb7a266
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52853a0498927b269fd832ffa8f17d65ef9fdd6b58d8f445463450170944f441
+size 278051
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..565a33dd1bcd26fdd65a85d2decd693a39558794
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5bf511e7e9897f646f0902e3192546af3e16e60d341210508a7749bc6ddc240
+size 265839
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5eb77d5a384b4d2aa079c64f0617b423987cf8e6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b622dbdebd26f722a74719e68511533b32e3d2625354bd476e587370cf4c7b14
+size 262220
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..4eee74252096db77d08468c36b38603b6c4bd1c8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5edc74d2327ec7ed5984034da1a2524142b5b8d97849d8a1f0d26023a66037bc
+size 273877
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..750de5661bf95335dac77f21b661caae53202fea
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d566bea2bbe33e33401017b25c632d008839e86ac6e2b3272189c8bb80bef66f
+size 273790
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..c5b0968df5e874a1257ecc3af657fa4f749567a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8362b948e770769b141596aee0af7f4305864d25186b90a3cb5ee79ac863f2
+size 272424
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e892f1edc4c19fcd5bcd8c917c6c29695881c3ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:521aab1761ce4ecc329c216880524a8ff7705d3a2396fd8aa1c5a58c417697fa
+size 274602
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..31ebc58fc3a9200d56bf06fb0f7759cb374a0ac7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8f236dfbd5248583249ab1f8a8c103faf62ef3e9ea77c38ff345157cc495286
+size 270358
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..bbbfc11fb9c06560283440cc78d171978cabc2aa
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4206528db9231697e3c94f3624eea30eab5c80d3e05dc41300b23e5fe2ac37a
+size 270002
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..7f2197ce6b7db3d3de11b45c199d00cf8f53ff14
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e3516ede016c55f95eb1f9d9612fc5fc931dfbc5be6777f5c1daa40631c3fab
+size 263906
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7cb24f3dda42c5eca45bb8b3b7feba997972f0c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f5ed39d428efa42b86d63e71fe1d00746df2229ab8a545b7d45f688a6a12524
+size 280426
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..841b0ed2ce75bc3091a0efaa61d79f6b699e81ed
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:617e2120e5ee4bb6c5ef5a6c6b535f7a40772972dc975b270e9bc63d4d1b8ca0
+size 263380
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5bc88b33a1667fe037dc06838d1fd0adeef173cf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a27d1852a7ae427bbacdfcf509992d9bc9e521cbd1d7e890ff90c4c8ff4196f
+size 278958
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c289e002d0463db2f7e58b8f8ed2cdfef82e8ab
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b60d1cc65faa8c2a4ba7d5975ba9ec5f002118a3df72d56c1d559c2ce210707
+size 257198
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4638ba840de883dd2dc2c06b564adfa60c1967b0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32ba3f1d211b902ccfe51db96d016330ec4c0ff14d8ef46072c4535efdaef5c8
+size 279911
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3ddec1fb75d0423d6796c3168d288d191a1846e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c234f68cd767008e13a3c63b91bc8dcb30230e60279d35fca044612eba3b3e8
+size 260633
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..95e36ea668cee3e63971af38cc67b2cc8a691f7d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:120a466acb722656e30f9ef7b39f09c70d1b696c0bd04a8fd138965aa4971f3c
+size 278620
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..74a873bebfe5b0162c1055ffd10bec1f98e30119
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L28_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06fcf390b59ad41b9536579edb7268d6cea4e6ad5210164b1d004b0732b94c9d
+size 270007
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..f138d307e08e3b5ce5ff8977da84e98059668b56
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b592fa6db62e420d24b9901047187ba853c841b92e83db96c5a6b15a63d8bbb
+size 289765
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..da5199fdf4105e66960a9653abd7809cab9d97ec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L29_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0154c6cb5a1efe0c42c910613b6a097b5f6217b4f5a42026f0439f2b0ed5cf13
+size 263245
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..918e874dfeeceebc722351eff9fd370c68320eb5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10940d5acc17adedcfa5fa335efd47da516acf8a231db79feb17b27caf6ca6b6
+size 274454
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..68a64cdc2ddd08d6b59225d5f18b87cd26c6d5ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4f78120686ec4c41532435c9ee06d3438153b36b018e10bffac8ca5eca55340
+size 257239
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..42dd3f2b5081ddafddf411c89aab835f176c6bff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4160323d76bdddfafefbc76521891a687e70adaf1289617bb1b262cddf16617
+size 268560
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..d14be0db3f3232cc17566ea48af23df5cb11ae65
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L30_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04a2dd9071ee41a1cf4e6890537e8908eb075e9bf3f134be148a393ecd3888ea
+size 268415
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..2122301be7f3fc37b2c043e173e7ae520863b198
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b79d823d33c812782d9794e3d2bf745490500137b9f0a949f1f315f64c3fa9e9
+size 279313
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2ee83d39a7312835154e4810791c1a43ab97a001
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L31_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:966721bc587be5759993c2bf5caa9676c97ea164ea33546566f76582b5ea35c0
+size 257238
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..95b9608da74abdf8e55eaa070fe062c5bae74ff6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8039e17c4fa63ec541a158122e7571c4434b9eb2cc9cbebbc6721ed18e2f2be
+size 268639
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..783eda45ab32ad6704ca081be661f0067c02dbf5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3212f641591a264b8ad403ca23c8e73761109f1a9dc9f305741feada04025859
+size 260591
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e1b2db7dac55a5283bf697665899cedb0a24968
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ad143d751d863813266834657d125243c8aacc757c71a5c429a91c37e72f5cd
+size 267930
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..f056a3b95204f8107c0b7eb46e25db4eec7c1a42
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:824f328de6c51afa74fb4b2f845233860e3507dd6c9012ed7c090b7dead94bd2
+size 260357
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae17de035d1bac5794828f5976d74512d6641f9b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5254907681f25cd1309fc20b2e710619eb42e3ead9b97f09e9119aa518ecf6e3
+size 277246
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..630782258c70aed09a1b25545a7a956d223eb646
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bb95911579cb7567f6abe5b090377dd6c0b13b9cc261a54e53124a239f5e48a
+size 253681
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..75c591e0d319a82770e3cac354a8410496735bbf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9ee76d71d9a3444a11b03e2a3910147478e40b1351534daf2a20d65bb7242fe
+size 271335
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce3918792bfbb54b4fcc7c204aea32da62477892
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09f83f82dc971cfcacb188fb0ff8c4f790c1aea1585ffa67cfbec454f1856872
+size 267564
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d74539e88bfaed3eea563c8041988156c438710c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cef6717d37beb7ac4cd1716d6b78bb4f1eabd4d4da11e56d3051e2bf04087bb
+size 278863
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..48212570e00bd272fca1ec1fcd1e3556710643e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a22342956c01f243d9fb20a538ef53ea755c5f4f5e1d09b6f27a038ec1b2efef
+size 259092
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3ced45d9605d77532fa144653e379598ca295c6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39a7cb6519e1d696587cc864d9bf73167407b20955552d4103fb81e5db3f889e
+size 261654
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c831c5bd634672966e135466a376cb5a96609d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e09cc8c4493f95da6468b8ad606946c1da9c791b62a5628e6b051e71971f151
+size 259355
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..d74b85e6a2cbe0f414a67968d2757d995938f54e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59e8681ece3ebeba8ed6b59577c9f8ef0c8aa691751261eabb2abcb254e1449b
+size 257652
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
new file mode 100644
index 0000000000000000000000000000000000000000..720238494f7192a7b684a14e86ba7c1d3a6a4d05
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e07fb25174e633e0c70d466aa1c5ddb0c996ddec6ac38e61391775ed4c340bc5
+size 259868
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..e170aedd41270e130dbebc8c2ca85d66390acb5a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fff24db6bef992b2cab8274665008ccf8158ffd19a105134a53601415069e804
+size 956424
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee04c89ac56e559ff16e5cd1d306358c9546b7ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6330c8e5c2568e7a8c4cd81b000ff7802029b157cecb656552c65d59b2193c18
+size 1058502
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..42524705742cb87d80aeaa58cccea8cdd9d2eb42
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86854f5e15a1a603bd1068bae10949bee9ca2931afeed77356f4665d5e1310ee
+size 867110
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcd3de797bd0ee1c799fba97eebd5d208d3890cb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bf943472199ff23c6dc98c830291c62c7b015ff5f06044341a5e2044ecc9870
+size 757443
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..c6e6efc79d1233476168c18c3b312118a7b9d214
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6006bb45a266c58be20310922216b5ae6dd46252d499b951c7592718c05d193
+size 833751
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..d67dd351837e8df37dd1de186d353509046d5b4d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ace9f4b2e838d61df51244de87864f247043c2846758e5bbf23f08fb0473224
+size 900262
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..180d782357714a09547e3502c18aad5bcc15dcef
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a603eaec0ed6dc94e67ea50c2119755a6a17658018b951fe6bebfa891746815c
+size 1095873
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4061b6b8c75999628da564fedfda63776f9b22c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62ab7bca27828a1d77ddbd08ce29050e87ccbd2b2d0e6b3d0dfd55f8c83853f7
+size 1038796
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b07cda36df7bcc07abee955fb4e386f5a8583b5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a9da45969ca1092cbce2758cd64f3656e140a29c161d1753c27d95ae6afe279
+size 1068290
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..a98797c4797acd30f30c225977bb5a4e6fc1f548
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dda788fe71b8c311280c5b39d6e6817985ec1849c5d0d6f2b3b7a4441a4297d9
+size 1093372
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..60a72bb7cc4241f291ea765470179aa626fe61fb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e27dc2b710130b3148d44afd71bf61208d79347532063818a16fe9903adea4f
+size 930073
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed52071a03a15d2e6f9b89f9004be34a039b2e25
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15e8839cc275534cfd5959115b128ff9177be1edb3ebc39d3993d8dcabfa4980
+size 1033353
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..def27cafe03a85974fef07d15300b924105e584a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fd5e423f045fce14c3dff9cc81e2286b3a89a161f4d956a64c01b5660950ea5
+size 856603
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..cc050d8a9fa5171b21909fb0e3e12f69b37cc1d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b339d3bcf16e3ddcceee936838d95a38fd7cf8173adbc4ee94e0059760a429d
+size 1074175
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec98ecb36b0913a80846fc7578f48d5e2a8029be
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cf7a75db23aa39c2af5eb668b4200e74ebcd0e8a6d6d297f42b47b94546c948
+size 1029141
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..34f49e14881bf4596ff1ebb9a438f04af82730ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9286d015db6b1ee303bc85b0e75eb363b8585e8697f3cb25e8cf1c93bfb369d
+size 910169
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d781475c5cfe35334f75cc21cbbe32ac9c79aad
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b804a20cb04b6d74482f96bf64a3ebdece9f3eb6e3d5754e17239b4a51652d87
+size 889200
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b51c19a56877e946de86b565010785f7f081c7b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8291670a97f5365753458972a094c26c22bc73a1000df5fab884a72eeee2987a
+size 883047
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..db1e0f7b12ad7ffca67ca86061e03aadd9693fdb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f1a0e1d449c32e5776265f4eaa0158d145aec535aa779834f8694e273cbf087
+size 869695
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e3efb6ffcce7bb501d98c0a26fb488f9bb5b148
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82c747858bf2ce4f325cce221263b9dd7091c0e2eaf933269a1df97342439973
+size 857625
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..341ef01dd6f41722ac7c0b3869e97ed49149b845
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01ec01c55de1a08e4f48c7029ea5f54cdd4a2df2e97be0b03f1f3b579adf9b36
+size 831884
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..403818c418235cf753f3047df47f9a5b9b751168
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb6067c5e596e8261ccc26833bc88516dead7525ccbc3fc4b153bcd61ff67d7e
+size 802187
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..9030a4658d1753ae191138de3709a614d3b0f800
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22bb6687f8976948acd071aaef4d0e644bf4e033a20373790304a1c0e61ad285
+size 868954
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..cb3581075d4477bfe93d589a89ed3e0a7738a28a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f201bb9afb80a73939e918eb6b146b5262263f3cf30f2f153b944b6e3ccd5e27
+size 864269
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f5b013f080203e09a83b8aabb60ca22aae3a8e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbb3659bae59927d53c80ab52b4f6f0095caa3d54903120e1dd55d1b43e7f341
+size 899051
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..61f37812567c5871ac5d4847b3ba15a0a2f0c430
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5488bda1c5be3dd5320f0b4ba6ecf4b05334f13bd7a816a821a63598baacef3
+size 935495
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..eba89fd36d7ea2c1a9acc2419daed076d8e153a3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3da3caedf3d3d945039868bc3b9f3a24121586de0048a6da6d3b99a04c9da86c
+size 889512
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2c0b9774d283c39a467786906d1fe030663fe59
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:445b9a85fd4ad62d4fa94501c9a6ab2f5ace6ac1f9f0983990a401f3222a9408
+size 769288
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..d74c3ed2b5b8029f70e0a34123e1584de8119efe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5a85a8ee10a8b77cd56bdb80c48aac7bc95fda85d729ee638ce0420d55cc0dd
+size 783710
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..5f345766e956fbef885dfdbd171cb9a5b9d1f63c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94233b45c1c02de7def534e9d2bc2763c7ff4190dbb6a874adda2e19817e92ac
+size 728666
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..79875000ed40e134ff7079802195cbff6f70d300
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ab1f8cdb00e7c10c41a6a090718ba19499cb7959b1891496535a4fed3de75b9
+size 680846
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..741aef29f2eea0e53ca15d4288b976254cb53954
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_2m_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c7bec673bc5e8d433a46e4c0acdc986e24a9570dcde1e3ab996ab322b5a9aa3
+size 807207
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..239bfc88dae87c062e53f5252f49d494b949d568
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52168362f7e3374dcaf2fba08cd71f60b6d2bbedb4a483c53807a3197d33684c
+size 1011898
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b6b71357049d08bd3117f81d40b6942a810cf44
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2110759d07c77a1a5a5d97e1b9deb5f42789e784ac1e804a84e73541d0be0f69
+size 1050141
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..84bf5ae28473f0b75d9a2e29dbcad7943c89c5e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:246ca39775efa2ade78057f21014b8c49cde76aeaa1b2b81b3c8459f701d5b9b
+size 872699
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..3a6363aba19d309177b8ae2122a2bfd150a6a31d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4da653db01c5984ca4dd21d5835c0d37461a98eb566eae937e4e2a39d0dd83ba
+size 879062
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e8a960f0be2c9edb82306fbb48bcb1390ebbf41
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3a1ade83e6518ec2963a72e6ab4aca529b77836d72158457bed266855a4f42a
+size 873223
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ff989ed6096bccfa885495c42594379b83c5e5c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e43b64f55d07d9eb07f37593144ad5520d457d3235fad7856b26d57013a6a1d
+size 878392
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..cac4e94dba59883b862d7aecf112df1d98dfdc14
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebc710fa599e8bbd324ae66a800df3c3cfc7b8a5116c509028729d1a5e810dbd
+size 1047006
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..446716c85b426d11b2fdfaf1696951f1914d4c76
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fc8e71cc6642f922e8ff9bbaf9c7ee0259e1f125a6f4e8733124c90fbb03313
+size 862882
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef721891855a63f9f2b5d18d223ba68cbbedf41e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cce3087b7cbf9a48090357e2fc53a193ae66dc835c4e184f4cd15ce0e94c6df4
+size 865235
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..633254ce017d194d83b745ed3b1e296d8e81715d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f5c019c636b36a6b645c4de91aba625d1619591abf1930b1f3a36adf7e5b501
+size 918876
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ecd3d8710970b8ac2730203a4274659bfeed0d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4fa949fb4bf0c45e95353cf5e3fefbeca5e96ed9b10be404e93885103859980
+size 864084
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..bafc5d7f442d79d904bd4131b1e4576026496e8e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:769ae820d47c16ac5801c615162e3cf1ae0c05ef318bf62e05b61efb5602b8c9
+size 915397
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa84caa4cabafe4951816a13f63941cf175675d8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f7d1160b92dd9cf3e78c9aab7700ca33055c04433ff91ce1434be86e11e8f86
+size 818401
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3dffe7609024aa5a17df215b585502131b9f622
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b095fd002d35db673277c2ca1075f937d0527cf28b20e9aa7a13c4c68f40182
+size 973465
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..400ab13c848c3d7575818dfc51ebbd47d9114b10
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d94e0f5873cac6430977a7f2d3b01cdb23446b6d24cb3f026a518448ccc0fb6c
+size 908505
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..31566d92b36b55919102f46fbd5622954b879a4d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e7c840df416ee80af9eee7ca09c8f24c7f260c47749f7f50fc70d3a18cdf78
+size 843521
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2e8b3f299702753f9378b788352ed2fa1e9071f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:633edca1b4797c16f4d2bf0e3ca01a7191a9ae03b18e9828d0b20758dcced85b
+size 798929
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c88c538b3a68042295e9c43d8c0f7c326965cfd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3327989a48eb6b323af2389e275ae280d1022b0c4928f9aa8af689a774456c4
+size 800196
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..866e8ebde17988cd8ce4d487072455df0e183e0a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:854890fd33423a1eb766205bdd7d0005938123d244fde7201083d2b1694422b7
+size 785739
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ebbd8a53471a1b233c90251180c013689a573bc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d3189aa32537124b228bd5f6aa19564ec233c6c4d3c76bfc85317dec019b7a4
+size 778492
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e8871e6445238b2b940b368ad790f6c2c6c80a2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1591a719475f18a55e4e347d779af9a7ff2e17e21b97bfa6cde025a254a8edd7
+size 761782
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..7421672a62b3ac4717bca3adad873c1a55287456
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfe16e61f01ee4b40023d78ee2be9adad7bfb2ef2f520377bab5891a7503e4e8
+size 745717
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..18b1b4a50e90bb66cd7ee4db8ce8b45b2dad7517
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65559fd67b6926ef114cecb333bfd7ea29e6cd141636c761778de0219ce11435
+size 753117
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..9cc64049a121f8f923e59b143403645ec57b9f0f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0d27113fc859a7cb309340990b359a811682638bef8853c2979017d0473aee4
+size 825939
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4714c6cb2dd5e668c4432e6f876f5d38be232b3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7419d76a089f3c3f4e9bdb0c5aff9c40d15e66dafb4eff33517fc2a154bd6544
+size 798753
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc3d2714faa51cfcddcda0ce8bda34bf8205e00d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d372192678ae1f8eb1d68020d99cb3d7f71444bec4d9f3c05649fdaf76a0e45f
+size 863362
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..1083e64d384485451c2094f83c0ad4a0f4662554
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfe5b5553d0e7ead51e9e5c718e3dd5532a2e81e0a470d40c03a2c214ad7fd44
+size 857121
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..eab22aa21356792c251bf01a5402b840febc59b7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e28b49228535f6e57b18f4b3dc2cac1a46bbd64597d596f08bbd62d7c5bbd88
+size 848001
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..28f8e865527a31fda6558361fed2b318f99237ea
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9482a6bf8755cc2f359a807f1e063350aac9440e7d76ecc9a9f37a3d56042b6
+size 760540
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..5fa2d8e49978d2f3bc48277026f39c5d7a779256
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03f9c9fecd9c57122c1771e739eaec52aa54a04ffd2b5c23ae97d9bcabd6e2c3
+size 791258
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..b563343fa32b2950af19ade6e86b0e3a0f2d5eed
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88c2e583818bcffde7d3e110c97388ddf1762d345ff2ae2ecfd56aaf37cd6d17
+size 844072
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..09ee91fc5fe89e03e01b578906e67c65362d5387
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_400k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42a8c20b69535e106fc76a1937d6863d1e463c26f523acbb1dba6fa665709893
+size 770935
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3ecee47b4b24ade02c099bfe70a129eed38b41c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9bf8f37eba9e4a0a9cab238779954caea0bbc8e6336d8793143f6e584411079
+size 1010195
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..90cbf0236e54a16bf9dbd4c215c8409b401a2cb7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54dff1f9ebc163005471488d965fd218392fe0efaf149f3f972aea2b07d4a6cc
+size 1049808
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce0f20eafe03120ee4f6aef45fe498ff3c3f2682
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3492a1ceb685b312e8f48190dbb22efe00531b5c0e17028874bfe6b6dc858ab4
+size 830345
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..06019890be48e124e49076976dcb7e648099de05
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc2f98954f51019f31ca37034a1bce762c9d8def3ae40730bc14b5f85dbfcadc
+size 755737
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..49498dae3198d23e0e9af4bdb124e5528441f55e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8eb4d269c87b0491b953711024ade4138818f5e4897357b1a2b4285e38dd6b7b
+size 848107
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..1bfb257ccb4443785225f1c94f243b75ded02f86
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05613c660939db9d70163c0436f2efc479081cb14d3ef3ac5cd8c369218edbfe
+size 807583
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..76498e25ff421573433a46ce48b37c9fcb798fa6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24dfa573817a11c17266feb8bfcd1e3b66e33ccf6cc4f995243aa627b75d8dc5
+size 1098837
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..ac11d3d9b437fde18be66b5631a7f80399040e5a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f716d412fde64a29eca05e52e73723d02c622dc4f89ebea16ac4c26f88566dd7
+size 990080
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..c629d6bb197d91ab767252195e7fd14361aaa2b7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c2b7298ca9eec358a1ba42ec0b8aa5b66ad5b0c6705f1b3ebb8fdff6f03848c
+size 999669
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..c3957d32c3d957981a21c08737b59f7be4a52875
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03ce1668271ad81783845fba57bf6a75a6095ac9111b50019be17c38f19194b4
+size 1098993
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..75dfa654d34c28e7eb19934b5e17a8f41b4add55
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95d1ec47c8d30e993b6bba2567f8534ea5bc035a5ad84ac36b1248ea8d89dbbe
+size 866905
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..b23700a2ceb0414692c9754779823c7fa2b0a886
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71adeac64884140ef89cfbea262b09f8157610c59077dd429e0a73b4245f37cf
+size 932471
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..1556e325201670fb3b8155e47512d8281d8c368d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e15c9206022ebedef2275f6bf7a8b2d4e132a3b3fd5d2ab8983724b6200da76
+size 917798
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2e2267be1db0b23f235cfaff3aeb846b4df6d94
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60df1c795165cc430bca02e929b18f3d053abff7263a90f129f8b843f4a156fd
+size 960983
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..133ec806ff4aaa610618508ba7b75442d18d3cfd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71c73120a855aa1f120f324f2850727d5ce6a971132945b4e3cf09bc90fb9838
+size 917958
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..c868653570095664130918045b3b611ece033e0d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f0646c2e898977b7895cea614559a290203b1010a17e65f56f6b40c231a476e
+size 854284
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..ccb850156193d962b14fab881ca02893e093c019
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edfdded7facf1ad30fb4d15dc8643826d4fe547bb1cf55bc7cffdc16da757691
+size 819541
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..4517578c55bd4bf3cc3e55350e2e9c79f7ecee5c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2113f81758f71d9e790917e56e11dfbdb38e1f487be88edede2e675c316df867
+size 838034
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..4fb0526764d6c7806fe00c192e594947a4ee969c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb98d17715dece18803afb5eb8a92e73ecc1ae96a6d17c56d8dabf823ce89476
+size 801896
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..b716083101946ab158740ff1abc57319aef59409
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99bde43045addd99de68432b6ec5f6c1769a1d8905e70762f9f3a2c20d0423a4
+size 795688
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..722322b978dc39fcdfcf9256d3fa177140683682
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed925b7ed7e2869a2ca6b3e93db9608a47d6498d35e70bad3537f16e19dfea7f
+size 775260
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..331d388d265543ab408da7447bc937f40b04457c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df6cbf65c7b8756b57a065e31ea4af36fc7b84bebd7f8253a776691279bcc2b5
+size 777710
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb421a071848188cdc9308ffd5377cd72bd7b668
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45c0fbe2c9ef5f994b13b08ce4a8eb0b9abc55235e3754bf72e05e77734c18ba
+size 835108
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..79163b538dda51847828f5a952f1046da0a46ade
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c260617f3ee0d6d410c1c3db50e4285a932a3e5a3b9e315fb5cd58d4da02c44
+size 871990
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..6fb386494660bb4c696546ef7810fa82ebe33a12
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68334161f3b41f11b795c9211cc2877610e70652d205bbf7eb5d7839621170e8
+size 882749
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..7f29c7c8f6a5d339d5840e4aca868ee0e8aba0cb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:247f392465e0ba3f5f6bff59fbde6d330cc91e6a137327e267d28274db2eccc1
+size 963689
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..3919a2d56c224a41e033d11449f96cfd093325b6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fe6c80d5c2be00924a18b0a54b6867cc6d11d4551e3cc9237133ba779d78e34
+size 819265
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..eaad6b1b3997aa3b1d9061b55db040f75f4c9f90
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:235771c90fd51df58ff57674186d9692b286dc039145ba39d2ef9c17f0a06cbc
+size 808580
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..172c35babbfd56f3cf31203fd77907cb790a7024
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cf9a81296fe4cbb7cf7d4197fa57e47691d046d6ca4d0769d0a981d52d3444e
+size 758750
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7f8129e6319c23b3f932f64e0ea3a9b5694ec1e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8c072f574be1ea64df9e1124af249e4c3238022011db32426fffca5902969e1
+size 775295
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..19a13a838c0edcfa52ade24e2de46ebe276630f7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50fc390c0459c0617cc7194b9e094b09f008a2beb3fbaf2aff40cb2e7e015a73
+size 747800
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..72ed91997448e5888781f9319f54c67ff974c9d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_800k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2477782ea7e1e91e131dee24df631f2b1c2ef8d9919ac3769a59979067e107d7
+size 776206
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..39a1368eb5e2357efa82bb43f287ebbf89b69600
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88826709afcdffaf0f9da600c9fd04719a75ac6b80eb831c2e2505b7722d5130
+size 1016409
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..37090c31a5840a17b0ff8cff1626d2b7c7c92ad0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:592af1ce9964617bbb3be7ea27cbf206e09bb5dd80ba846b8a5670b95c105237
+size 1011651
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..b25e9b12b3619e3df0334aaca4237f16b72a1eb4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f80652b9cfb465f1f81990a12858be207333ffe0db0ef2f210fe34d79663f44
+size 836599
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cc15296c99246dc8ea869045a25fe863fa03f4e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7c09dcd300211fb7539358ec68233883512ada28e9f6b1ef8fe5a4ee899f4e
+size 990632
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..284068dc7e76f6312f3d11306bb65af962a09893
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8d9c60e507298fcc3702f94398bc06ce985a54c69968afb875291ecaf7d98a5
+size 1008680
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..5a7815bcbe91599b56e43dd65eecd2311dc784be
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10489298ca1ccfe0bba3327d2e1ea378a248fdb4ec710c1c636f2fe6104e9a81
+size 911471
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f8ff10bab098e822528c998ce1552354a3027e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32ba3cd4edb0b2ce18fb2e4957d6c21e899f5eb60a123f07ec3d1484637bbb07
+size 927341
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e18074d456cf1f817361d924788538cb285f958
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a957faedbbe51f06a45911b0f72989584c2cc9087293eba6796df3449f5acb63
+size 840045
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..c5a79d456c801d4dd2fb26d85f45e7f13d9c4c8b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:755c58ad69d83ff5fcdc700548cd68f8785b3f133b73231bd5a76a423e5b18d3
+size 822466
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..a95117651486d87ee7fcd9b0cccae0368ee6590e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77c5deb2e7dc4eda3a6286f42225e5fe0c37679ead3e0ba50ad105b4a4df6eb0
+size 874184
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..e41102fbd780cce7f4200ee6d3198534508468aa
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5387e7a09b3f1f481d3db11a81befd7fc9b7fad7bb775cf114b089ae3791381c
+size 817758
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..7571f179fd1083ef3758c9b6c05b9064a0de8275
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae62f65a066035a746e3fc2916b439d246816a1567658daa0938822c69c73306
+size 836519
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..6aad29ae013b4b79c9db1d8ac7489778e31d3a8b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b331384649d3db3e362bb27c4765f0f7e63641aadd522b5ad07720c6a9875c2
+size 870158
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcc54a17c179fca8409a1eb1324b56391f168a83
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1631b7217872bc0a7afb744f4b857b2be241b89ce4b01fda3c2f168d4e1e2d0f
+size 847905
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..061a16869305e16cbe366e7d0e74467af683534b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bb556aa0b9740e308031e585799744479e0a4745282824144fa73bd7680136e
+size 773726
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..e98a65441d64d4475cb98464a8e3217b12b19119
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b1fd32ed977eccb338f4cce4dfd136a5e53b110812490aba61b6e15bf5c85e2
+size 735387
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..4627e9f0a0003fea88ffff1334a6137a29375aba
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51aee6fd057a286c6ed496a12cde05819759cc08df2fc41ab6aa06bcf8ae950c
+size 725902
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..07b4fc8167b3771c3c8b81683bce0066cd27b2b3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6da6f51ff634fea0fcd88b567c258f5cb903ef17f44d2e387339100ac86e06b0
+size 735845
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..611ec191614060b77a87b247e0aae609be90f0a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d71ec8a362916b27d06c1bc899a692ce4cdbacf496502a5db904a894955fa218
+size 708626
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..dfa81fd601a5763f25044a08b3694349e1d54c24
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:311555f9370d0c0f9a12acae474adf3085dcf10699cc7dae4a2fa54bc36e8cda
+size 760020
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..d37664d975c57e3d3cc3dd26a019f7772e376cdf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2adc31c229fc9404f1158f4f301a5ed4c4a81dc76bd4e3d79c8833ff5c415f0e
+size 736446
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f23dfa9df378ad26d3fd9d1d497fa2eaf30eeb3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46053e453a96c167f5b77a86c565e49320271d2f356849129a5c834b1fff3d08
+size 687353
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc645d3b32a663a8e2cd20bb90ccacaf44b3efca
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8557ca53207f3fcd061f16fcc6ee973dfc533e86f7fccc619cd4c61849fab2c5
+size 681762
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6889fcecd8738448501c741682b0783df65f42c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:745a34f8d266b0cf88468729a16c42e1c60cc53d1744e1c6c6ccf57df0b47e7e
+size 819872
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d85fbbb735d6820fc06a6b8aba284b26b2af473
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f93f4f725e941aecbe61980b56efc0cbe3ba2b3e2b829012d2a8c52ef31a0860
+size 752698
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..1919209d358ba2d3acaa6072a2d274d6658114ea
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebc243f362909aac7afa36286f8c62b180e1ec98f21d4446721128d72217cb58
+size 788257
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..bbdecd44fdbd5752848de061c3cd9b834a409be0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d88d275371e12c7ee15ba835cfd8685331e6f4df30ae0180e31c3bf4d044452
+size 780833
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad5d22016b2fe65771eccf3d2742e7bb53ebd515
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8248fff5acc753efb7df98ec5de3d443e44ae9a504573a3c50750f414ce7c41e
+size 802379
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..27bc23f0aabfc60b32ce17f7ee6e911e59211665
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32d2bd7127dd7ded0589d3a8b3aafe96d5da5a0153872f2bb5d795a5dfb95086
+size 730774
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..20d299d533b6c0b15d9e49fa75ac1c1e7dcbd756
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5699e56ab7e0f05705d67c9204c56ab6cb907b6db94e4e5f8676b48bbc5ac47e
+size 787583
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..fccc6bada7e28aaae3293929721abc4c8a29e800
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26429218c5a41a46c8cbe141523e4df550e5a1b32adb7acc0fb57856670595a7
+size 807041
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e39bfdbb499da588cd88b2f92eba621670faa0a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_80k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27fa2931c7890e156599a7ab373d7b4f1e0f7eda038c2188c4fe6c3ccfa96964
+size 773549
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..00329d282289339edb9f99bbf1640d4b20e414b1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae55ddc2b097f3791be48dd0e67cad3c67541cf154c6ca926e0a6d360a980a1d
+size 1017198
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..e9b7046e7f8efedb7376d024c4664a3ee86379fb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb46d15e1785fd03921a1e91c50e6f47cd4bda25eed011cf3f87ce5aff3e6ae
+size 1024766
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a63bfb46ea263cd7d1b7d16b8f6fb26d75fd19e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77000cbadf43b036cbbe727fccd94bc93e876d4d80b595cfffeca012346bd67d
+size 816690
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf939bc5a0d343c147dfd729d05212c005b84545
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96b0bc663419c233ad91552590c500a67ed9b245933ed79ecd2c97daae458206
+size 1007829
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..9846d5dd0e4345406032a1e25f4cbba2b59fb8bb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1bb7edb911bb654924ecc36941e5de8dee14cc97effa788daa7875023b6a6d7
+size 1076452
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..bedb0d2641318b8a45a218d483f08a2fdd38ed92
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8bf9bc01c4403e01eb70d0d5dbe5fff7461c62696c319abd0ac370cc2f2da0c
+size 1033876
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..a3df505ffeb430190294320df8501d26625bf90f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a07bf4e386bf28a5bf442e2305f98f9c6bd56cce2317e438fd18fb01d6fa0fc
+size 1026397
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a9fbcdeafe3821c969d7abe2909238774ad9a0a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47e2b8625fbfc1fd582989c25f7031cb12d54b5a077a8b8ad61302cb06999d26
+size 950945
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..c0f5136a12287ec825f04b7dce516de83f64944d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aca328fb8bb3b065394287a388c0328f17b5b4b04c8816ba776210df87d1f21
+size 884102
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..7baa90d54ebad6321e16788c7270de1e42337c51
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:401181ab5050d1c326aa6f63c5483cf8b1c21ff477ef19ba03b9887b3f64bdf2
+size 937959
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..800c9469c4d2e6c34acd73676b97442c3e0c64de
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:993d08a6266a0fc61cb23d95056c2b927caf1d0e02cc0f2ae98ae8d1e023b8a0
+size 899772
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d374df447d87cb9912f44c2fd71b62b5d19d320
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53258233f55ac438f15e61007b36a86743c40b6eea64c1f08a766b87b68f546e
+size 896180
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..c22d2786d1c85495484b88bbb8c82c92cdafd5ca
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6be32986a83d5c66415385d7ed00cd72f4bd5d7ff3b7703639b133c333ff1d1
+size 833301
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..759d14d90b8b01d0ebe7dfac04296de1d19421c5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0644a47b09df39f501b349089d679585dda8a301016f5df216bacce5338b058
+size 944732
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..1991a8a69ef276675b777b27c98a5a5876abd8e3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76e1dd1f8c12388ca8c7aac588029810a0b316ff31782cf8762d5be17bb7f01f
+size 847367
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..87f9646de37affd47f181fd27e7a30c5d207ec31
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7928d46447e4659191d6b25ea0efb80a1a33eea3b586580c04cc9fed6a9fae0c
+size 819046
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..54d04926c8d5b79ea7ec07e385fc72c55594fc26
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:421adc021f5d12faac1f98a0083777f13064a0e9b58bbff64f2851ae6b8ac251
+size 795362
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..8981ceaf2d1bfac41c9119c592fe01e26a86f1e5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccb9ebdc30fa27d031edadfb74ba2dee352926d33f5e62b7937ddc9346ab4be9
+size 754422
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..ace918de7d2d457ed03766beb8c5cfbc4d578de1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e42bf609af78db9734e42bfa1bfdc59f1259eb0df96a27baf535c5cb057bcf49
+size 760982
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..0515bdccda3ebeabd859f9f17aa2789ccb979612
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72a679507827ec2531c69d34e2da892ff2f73e68185ea1b64b2a04745f6f6a47
+size 735899
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..419ba2519e9187eafeaef7d3fa95509c17fb0f04
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f1fae8bac6522d493676a2aa28bc8bc326ad7841d52fd8ef6390aa05a1894a8
+size 744916
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d1e2dea208a284d4a13feb325e618c1baa0d580
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:344b30fa440e1ed38a0a2ccb66a3170ccbb8f13fbadfcc67a5999317bfe6cbfc
+size 725002
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..d06ac2cf65f73c1965c40164b87445affc0dc1fa
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4f13ff709bfdfbaa213045c0a32b37e880f96d356f59b8fbaac61ac3d6b44d3
+size 727301
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..ca31ff966de5fc3c15522c1c819c5bc46dd2f4d7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64ca054cc19c02e384dde48135b22d269ed7add93643e3ff6601afc8b01fed04
+size 809997
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7dcb8b40eef26a2556d18f7f84466dbf6b51728
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa141a668428ee2aebba6af86f6e420683193bc1b78ddb957896ce4b56c634c8
+size 737023
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..8e2e01d799e0c6273fb3d3341c735ee5c982b8de
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef5af83d13d1ec4289b2a7daa192f38608a473c1e5f1135c5e29d45391e0157
+size 740883
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8fc40b9084152129b087bc948c4874acc0c376b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:928fd4cea80cb33d68bd9d954deed1e973c3de1f6cb8d4128d6ae939d77fa438
+size 837689
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..03416026a722afcd762b8332f468254778633258
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1a9b6e3594c81758fbadc819352a37676950bc5738e01e2fe94f85dc1eee3e9
+size 855808
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..5939fc51cf24278ac31ebf7218efed39eff81fc3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de1b02f2bc0f5f067ea9f888f54ec23c0d468c9b55aa90ffc5165cf2bdacc8f2
+size 817014
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..aaf3a9bb2f0feac293ea5c8dfd52d97cf2bf5c4b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33ac6ad835e2060e3d2e48b6e440b93aac5e3577e3d11e2255ef5ec427e3169c
+size 776741
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..59f7e3abeaae3fea5913ef150a70bdb33176f2fd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9da73f0be3fa6afdcb84a1c19980eb1e1268e871dfa7b3634b67d76cdce516a1
+size 790268
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e6a2181c13af893dcb222032dd29f0145cb184f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca/pca_vanilla_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:565604ab38f08283e52770dadf7fd8d6d1f61511c06d9dccb4047b4470471e69
+size 782118
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..69d72813ce11881d260df751218bc1ea3f54d6da
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51ebd445818e460bbecb6828f18082f3d638635cb764a61b04dbc471deb89d45
+size 665829
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae0aaddfe98d4f9da877e041ab745a693e544871
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b494f6b4c7816e75db8232ffbdccb4cb0a53b2334dd0bd562ece00978727d0b3
+size 691403
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..16b7a5bc98374b4095ebe1de599ae2ba9f9077f7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53ce676b53406bac8e5cedb82fe5b9d9e80a47e3a3de427ab44f9c0f14a07a59
+size 699017
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..ece73fbc995148a85139d2508fdfaed8c4b4b612
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d845680db769d7f94c3f2ed6cd2c6d4abbe2c2341440e470ffddce382cf50dcf
+size 764284
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a5767805c2bcb5d32cd06b9f0d61d2929c9446f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:254bbaf15537f0e7af9f9f276f84e3f94477630da57b3507a89ee5ce736c5123
+size 863720
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..f504f78ce61ac934e3cf0f045dd2e83739816402
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd10f3d2c231d19335f329855c42bc033f14e5ebac729982cf25111a21d3fa7d
+size 814571
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..c35dbaac30f8fba172ea583f165c36d1fc58f2d2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6decfdf5c6d4f7547dc055b3aac387862f76210f38e9b69cd6d29920469b2c94
+size 823136
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..afd63ed48e4b8a9ffef46092aec82fa14a9ee17f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6d324c494ad0e7645f328154b9bdda257a0b2288f55cc93306c3c3db0916866
+size 856421
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..93e40504aa6f07b121ed52972615c3cdb3bf1513
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22e4ebd3e14e58403b25ba54223bd886e45d55cc43f23d22fb7fe1ef0902197f
+size 910023
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..0874b465e8c50effaa5f3547de6e52442075f50e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecc403c4654bf0f0b665a2c1ae266566afeefab323b3b0c56f2c8c557a5e8dec
+size 938464
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..770eaf086826a72c73673adf1b204248bde36c60
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:605fc01835254723478c6299fa4c5fff9a9876ff213e43edf38561667840ae06
+size 886613
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a05008223c6f9e32627ade6a36e6cdce2f69aec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f15d6fc2b744256bc8e0d7f84d25b326b0ce577335b100475d800955bc75c879
+size 885870
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..a607237d06cb21f1704dde935d72b655a7082309
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de0d1e32b9c08b1ecd58e972adbe4e9ce885b26d2206e411793062eadd158cdf
+size 765990
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..f28282b627e4ff196b46adc12ba3f6f8770ba18f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e74891e25df0b8907e6a5d7aa2cefbd12547559a53564ceabfc4b0724c02239
+size 862759
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc333342e922a67ac6de57c04096c8628d313629
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:235bc6f97bd64cc0793c146d60d00f3c530ddbd232728410575e19166a0b0b05
+size 798891
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a2d9d8e0e9b2f675f01bb337d09e2d807eca41a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0be5844ec33f0f7c5fa115549534f3eb7f22ae4bfc00efdb1d61885536aad6
+size 783081
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..0207e8cef13dc6e68f18cdfc031554b9f66db14f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c45454c93d0db9e2456ef8e126bd94709848e4ed3659ba29f80b76f44107a054
+size 789263
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..835c853d9f7864acfa0af136b768a734a8dcea22
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e19042fa80620e1b264f9982ceaa23ce86279337e4c8424dd6d86758a203738
+size 799133
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..c02976a3bb692abf7b12cce195f901dc570047e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89730a905638ac78d67af89209096616b90ea659681865d22428a8fb633e1660
+size 800580
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6ba5b21f708ee963d39c8a5f722c45e405a25c4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67fd8b29ec2b005c15ba38ad930074290f57876bac95cd22a58d7a13e611f0d4
+size 801948
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..81c6520f557756b3f537b5f57ace4450f9472ba8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f04ceebad9af93ec20956699913ea789fdd397bca467dc711fe3c3963d696cd
+size 814300
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..c03e444d57effe4ebeda33f9ec6b75d236a5e35f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acc782266feafe303e9e3f0fddc99bd5d452951662174adab98c514f1406dc49
+size 840115
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..a99bcb9c1fca06adb185b28a254194fab3e33644
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c2fb1d76d0fa877ba7138f12a614030295a8eb21b861a951b915951ce0747ad
+size 831505
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..97bd004c6942c8ed9b85bb327b63a32445423061
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2409ad142497e053e10f59ab15911465539c0e7eedf09101db30f511b8c8804
+size 684058
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a7fcf9d477a2c1aaefa54b353418ceddeaf8c2c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eecd4713a404abfd1eb2850aeaa88a9b3274a9930102dd6dd6eab2bb7224d099
+size 821435
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..00d9a475f2a837e2d6e7d0c59ec84260e18b5a9e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2ad9d3d7932c5a9896a280f2dc4ec124798d479dd214d20446947826bd4efed
+size 829241
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d407e3881c9a925e18ffad42729f6127652ff8d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a7900b9cac5fe10c8e1dd54a483e27a81196c90864e64559cd60441b5e78c2
+size 752788
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ba49ea292a790ef647c8d00a10a1287f236580c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a15146d6a05477225b52d2bfcfc84db581f40cac765264a92070bddb4cf23ca
+size 624728
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb422b2fcb53fd1dec3c26c9cc9cde861298bfa9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9180049bc6daf07874be778ae1e4356fee02e5c639122c0a1fba96103eb7895
+size 659732
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3eafeb640a9fe53300533c4206bbb3a7490ec49
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7115adf782d26059a3e84704bc98dafef9b5a51b1a1d1a2df69772bfac012587
+size 677253
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..28abb6700e9c77e8d65fac2b8bd9fd41c4964c9f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c9d6d5d59a6001747af3aa7433bc623bbd43fbccc5b7308637f17f2c7e0c5ac
+size 615435
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c542908978994d5abf9345aa949ddf9ece851a4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_2m_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a113041d7cfb27d2c1291e91ece3052a0a5235c25be2bdd5498401fc9976ef1
+size 780054
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a6c24dd7a14c6e88b764843bcdaec9da2ede32e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cfffc428a2d3c93e44dde638e9bc902c70f93e9115bbbc075ed0e9f5b9684f2
+size 696620
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..37111ff282c26ef216026b4070261a321d0d7b6c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e99bd3416880d4e3d6877080345575e9dd24a0f04f6cf86b2f7bafeb73cf1c4
+size 758433
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4221120336550ab331b5c97839780f2585239b6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5611a97fbf44039f8de1f8b96fefd685e22238ec82dc94f3a8c32012d9e6ae5
+size 788552
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..36fa89d497951ba55b2cb0eb9177b7c5778aa6d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcd2689cea5b19af61f01102a976af9ec77d261a81027051c71e3bba9e62e39a
+size 771245
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb8bd58fe64fc7db4e54b6ee86da8f40c0a7481a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16c1837850b599efc03678eb3e764f413ad8bbb71375490621af9032e7db00d8
+size 882410
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae6cca16a7c57b4f93a9d2331e5408ca71d08e0b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2829f49dce754b4398d000f060b79bdac1f35493edbf920c37d380b9355de3cb
+size 854832
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4c91091c67a90483d77188ea79a55b74017ae0b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6f5b82f9d55ad56a9a5f8b26b5d3c46b602dc92ff413b03ccdc957051929683
+size 834414
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..8b70577a2f2a236ee49097f0755907e0aae119c4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19f23effe0959d37e9ebe4caaf69861521a83801db0d7e3a66af1437ed72702a
+size 850966
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..83722cbb79f5092a1d0a7c335c2650d4e75ba45c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:941bf0ab2e9bfa05aea2e47454dc14f993403f1c794de8205b9d5893ca80def0
+size 820594
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a0d3a1b9bb61c6219119d04afb10441f7f4abe2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4923108e22da73d5b4b8f64732402847d41407666a52d141a24d1529e662aa1
+size 897626
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..daf561c71318d5965eea5f3671a2cef6d905a36a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29e19a246a32f52ac8b825d11bac44b7f713b70cdce7f63daa0052c2cfa0bfe1
+size 870907
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..fc37623d8c15af82eb890c077f05a92c970a3025
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5981fced228b7ccc7daf7c8efbd1bf494da248ae7efaa8127c6ad3a5ba044de6
+size 891929
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a2ae7603fa5502a7b6d422b0363b7f989b8d0b5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:654fe3ee878b08999146e2194cf4ef6ca76e7d4292a759a37645263051d8b43a
+size 618357
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..14461d558299af09bda13b7cc9586112c42c7cfc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe719552c909b85e95a6e4dc10f3f540e6535f9c523ff0e314a9c13b551b7c1e
+size 902048
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..bdafd81c56525e3d9dbc97f9c32f937d789441ab
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb87fa9ec5c04ad64792a4118e3ca8259567746f83c2d6096e06fed86aeeeaab
+size 873926
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ecfa78e746001163d5eceabb9327401be6b2c52
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f3c6a30683bc63571c153d3a284173e7cd029e47a8b36cb74f7378a57867c70
+size 877012
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..526172c95dac2bde55371fcd56b5227faf397548
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6081ae0c3904c7728c02913522b651e6ca49bcf88c89aa276244b23420dc3da4
+size 818082
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..fc6efe7a19f9105231edd98155578739ced40f07
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d32f26f7a91a7f3babf7d00e501830a1ef255f442a1e0b8dbaa898287e252ff0
+size 790699
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..a8b91d4d3e47d271d468716fc683445993759418
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ab1a75334297ce558b9a51d5b08808c8eb03be8ad81e82f24c37fbf3f37a95f
+size 789214
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a9f035a4bee67238a91bed43651f8aa7eb0b521
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73feeecd1ae87595ff4b01bc7ffd1698dfa2a56a273c03ba447fecc1f20f44a9
+size 776771
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..b2a7affdb7a6b7e1aff2d4f5c3b0fd26fd2a97b0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53f125428356f60d5f3b6ad3555b829483cedba736502baad3e030bdee561589
+size 807069
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..38b4e117070091b6f7ef0d4b9ab44182911810dc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8aa3497585ce7afde093e04224f471408de6c3386d136148e5d1cec1d997634
+size 815656
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..1eea868bc5a11eba2bd5b30a53cc2aa6368362d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c133faca5b0bfa65ccf0a7f208052739d38796b44caee060443dfbfda0c29d5
+size 822390
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd0a8619282208b1ab58979ea0199797eaa9b130
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:301d212b7b58fc518c79b3a1e3bce4c31e57d9626702586b438ab4577f4a19b4
+size 572797
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f1d7aed7e718158f385ac1d0a5c482ec77b9ff3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8f0b27e9c042ee31b176a24650725b5c3e4dda46b21bf0a0d5da91d9bd6022e
+size 791020
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..01941550b076295a6c733e7940d26e0506c51534
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3bf750839c5852a361a010a3c81d4e05c90597fff216032d737ac16fde48f65
+size 808492
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6ef7e322ab23c2ef4a7b27a127469634aa778cd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f30d1c2c74d908b493275030940de144d9be08775fcfab8fe1057967bcdcabb1
+size 614122
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..870a3332d8b971f657a5496e55fb6c498cb2fe6c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8d8b8e523ae7367832d9e79de3f85bde18f43992713fe3fe784b9f138758197
+size 670645
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..e5dc01c1ef125afa50c8ed76a3b9a71516bef71e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19e36f89c2a6eca251dbcf5a74596df3673dc22d433c890a9466e870039d81c2
+size 684621
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a4f13e8469e429d65c7e34e9539249de28e44f4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28876c94251370dbe0a83711f31bead20044bfd2ec7712d18f15cace6e2e3aec
+size 601164
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..353f952bf37670c357ffe7c941792a364f15c694
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bea92a5b511ebfd1870c9a2002377e8db451dadc24fa7296b8f207945027bf8
+size 647449
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..333584970c0385a3193372f5924342f52f086a8d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_400k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14d2f6887a277a3d06138af1a1ed5c30ff3801f34380c124dd5631f2cb48abb0
+size 688720
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..f10ace983fa3f0ea78088e09c4a0a1b4c30965dd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:950716e5ef7baa6f623a6565f8f158b80f8b59b16a04f6616040bb7c3bf18b77
+size 687922
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a7ba1be7e0b366d2a3fca333ea9172d9013e6cc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4ca1c51030a1c2f4110a628276b85d01bcd692fbf6aec3eb3c7004e586695f0
+size 702420
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee294b79269f6e07d4802dc0da694c704bb2705e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0afcb3c41070fb63a7a3b67777305c186466b823cc63d60c3b3186e85ff0886
+size 682952
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c7b6b7cf277cea49375728d8b5668ceeda49369
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4714301f6a386acd94c105b4e32a24e1e550036375482dc51cf8870ee7d1c03e
+size 735470
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..05f686a10a173baecaa3d08c66c8996bb7ee2986
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1ac192a55ef4377a85831b8686c3586b917e23f7bb89ad5ec22b5fe7eb2e108
+size 817268
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c9aa9621ea9cc7205bfcf925b6fdd2193a966a2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b4d85d40f769e33b9f4a45a297ca8afc9e2b1d3a2ceb74e2005c31a94f59311
+size 804287
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..29fd1fe040e3b299cbd3513e7759c9cad478c05f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97d0c587eb0adf70eda2e823d0dcaab20e198d0f9c0e695c71403c42e80184e1
+size 885446
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..e5161a0bf54fe94e2deec5f98da7f0f7df72f5b5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbe81347387edf042d6629c29dc0b07972ba1fa42af69c4a3e8cf8bc41bb4bed
+size 838818
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..34d793ade619c163c4c7cd3285caf445a4537abb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db4cbccf64164e71eedc4d0d96b72ae87445c492f0c3a608f5a30ee66820c093
+size 901857
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..a23e66f609f235dea2a4bc1dfcaebe1fa77c6fa4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f25f6a4d6354291df38acbd85b46ed16ac9ceb6c5bc7e239685a21f6517f787f
+size 892919
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..c35fd838fb50aa1104606488a6e606204cf1812d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bf0ff3fd15d9fd69bc738715a18f60acf7285f627494a89944ef5e838e58b67
+size 871671
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..20751c85206dca0dddd7cf89e2d0814872676b1d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0073f8ed4264ecd119db2512302bbf52c2899755721ce4a54cf4365c09a03cef
+size 890586
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..b598a98af1619703821b29142aa53ecee5171ffb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d16c4be461a2b411ee945c6e4d197ae0c22896af875bdb60f07ce41fd01b2f68
+size 695866
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..113ea8b3b4cc65f1f2d50d7dd34f415ba7930984
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:035c4d5829cdcfd6d51c5cf19fbe8760bd53c9775363abda2440fc38ba9a5934
+size 834586
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..f4ffc63ddd1559e58cd32ca241fa28b4b6ff8688
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78798f484dc13cf75980d0d2b418714d76e816dca0eb68a21994f8ec81de2bda
+size 819723
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf3ffa4323a03ebbafba8b848b872e51125ab74c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6731319a16794073374da30692b0afbd052ea7db884c619bc9cb05cdfb9c759
+size 821131
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..c51734879c4a1efc92b97e47d81fe33ee4a3858a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ac4d54394f6db396b9eb80c89808e4c0bee47b1b24248453e41ae5290ba4b84
+size 824947
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f217a03ab1c02b0dd4c48fd8432505ce67108b8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6415240b5d06bba775ac3f2071844dd42ad3fab413638f4b59d378cd5f6c7533
+size 822376
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..c8a0412c47c93b98f9562b3833160770b03aa749
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:792e4044eb0e06f8b559ea0c7dd60533507f8b04beec7feda6d8c2bea09195f7
+size 830281
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..29bb652efc11c5239b3f86f953a77f2e9b87bd69
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9e300992c7fdc7a867407b9f9aedb5bb148920cc3d7a5962fd30f4ce206ee1e
+size 836779
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e3467cc01faf3f068fd9a98354c287855f41533
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fecd950b84c03dfe369b9278238a4557d0db53293301ac191ca3535cc4269d82
+size 846612
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..956832a165e6bc9190c54a4d4e75756e0848d2e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bef608d273297628c9d24c09c9944b536b930d9a1593b0a01f4ba9fa14e5c17
+size 838826
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8af651fa5019ca978696c8f47772c15fc56e252
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c54131743b389357f987048fa647ad9ff2a950dd0066659e89171597090aa631
+size 774361
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c122905ccb325e042f1765d40050c06c4c27e81
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5221f15732345d84585fbf4a09125487d4e0acd063a21ac71da05c1eb10c51f5
+size 678394
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a846c79ed3db158a2d76332a964bdb82e4be86c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec656f4f4762e82a7e474829ae147ebd9fb2976a0f1fd04b3afa69a398b6abd4
+size 801485
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f6ef38a3c004f970553de65154147d4246340b8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0c6f258fc4f3dc05be4d7249de965773e746ccd70c8db635978e207fe843a6
+size 771479
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..b977bb8d3b7cafb6447610b732c820777b94af30
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de139963dc2fdce6c526db5b817e13d40dc557372bb5733cf3ac8e986b837e26
+size 640340
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fb4bf7bb7bc601b19ffe81177dee66246664ca3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d0d1106da9bdad748ffd0b8143083d127989767d3c5de4b03a783b473c599bb
+size 638274
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa5256cbc2523debb17730cdeaf3e842a104b737
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2abe1f3d830ddabfbe5dd18b82036dd1ca1008c46f60b0028304b7df38af2f86
+size 676338
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..27b5a716a9953f26f09756fcabd830e4a906ae07
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f61089183e773ddefadd3d5c1fb27858c2d151c70e2189d9422a5c97c9f203
+size 744339
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..66ee55d6ad533fc1f8d8775297554ecf9f6ef4ad
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eee114b2326fcfcb7db45e2ec26f62ad3eefb374f71ddda9c97118c023b503b
+size 710951
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf8d136c6ae3643d6c2aa57c1fcb7f99088f67
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_800k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af26895db3651a8c2dc62fc4adaa11fe848f1581fd0139d7d9f4043ac6aaee4e
+size 680514
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..63bf62efa7ad8a22004568afb20f8428e04f0f1b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dfb0b83bd065ce7fc83a8491d7b29465b0eec6d90726fe84055893b2f44456e
+size 664233
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..6545ea6b69217ed399929005e5da2248bf89221f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7adbaf197816fbc71e9607273c3456ff17f0f9b8023cda7438cba64da63ee0b
+size 747761
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..5769fe2bf783bae32f2ba43b98c0640a76443a3d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62f33ea4eaed69a71250219beb50d1d7923800c3dc1f3d82fdfc36cd0e68f57f
+size 709714
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..5a83b6c9a8aafa8b6e877a5b0508efc8bf5d43e8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36046380f0272d8bc49e757158ae2f1526a23597157dddc73e3949c1855fb37b
+size 796618
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e657ba21659b59bcc50add3245431d608cefbf1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57cb2a413149e116d31b6ce125348081eb7f80859a48df5c3673f91eefb75f91
+size 814713
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6ca553200a457a195a4433a8baf0e814a393772
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5e36f917c421af55ccbc10331c6c9009472b86754ee4ae89e5680f92f119c1f
+size 799624
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..8865fc600f25093daebc4d3552c41c05792afab6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0749993bc85b2a320285ce0549636e8a1125b62396faa3065ecf83c4b785889
+size 840955
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..7bccf48c0c6b83c0737bbd66d74f6eab7aa7594a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9372a0c9741eebceeda585bc299946a173b8f0e2e47ce207f8ae55f89dc37812
+size 725959
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..ac24b5a8f87799e3b69aafe7b3d75694bae64e98
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10b43639779e47bcc0f744520da1cc3860ec5f81f9f17b89efc96f360ec1fcb3
+size 776921
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f55adf6fcf33be23bd256f2e07a2da8a27ff9ba
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97a2df2ae3a9872796a20374e4039b6943670970a5d8e984e577ea73d27746c7
+size 815479
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..578f2f8a288403e353996e8a73fd266897a5d897
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e46f31a454090048e35ab44912a9b9845e3332cf6b98c0fa4a3768de8249e304
+size 777491
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e491956c4e4880caa1220521df5504f37c7d103
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31aebb46372751a4eabf6f89802c766fc23aa0f1de84f1542849c7d75ee26ab3
+size 799596
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..71864c3277ddc1e84fa4a3c6fe76d9b863be2ace
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed8b85582c86f37872f4af76e8b7fed8e611947322b275171b829f55bfaa40b2
+size 673763
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..032c31d259cba8fbfbc136c4558ee2fe5142f562
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d4123593c0c7948085d00bb85a8d179fc1cccfad62fdc8ad1af7829ccc7e75a
+size 785896
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4ce28490527514aa002ce076fb79c62033f9d7e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:685b67fe04ac0e430cac5a1dfc2cea92df42d618c93fdff6554000e066d644dd
+size 773097
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..b6360bdb01acfef3ac24f28b24510513b53a9fd6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a0d50de548e217d4bcf3e4b0a980d6402ac3419e80551f82a5c704ad8469444
+size 769098
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..b054dde52afd9747057134cca2e581d90de94870
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:392139f2dd6892db43e9ebb74210f7f342be9fd30f14c04cbdc69421c4d4b534
+size 786497
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..8fe149254f0a08b3c06b43a6d04aad59e09a807f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a4654f03298876e82c62adbf6fa9dfef54859027a5d984ef81c25ddc8a5c447
+size 792092
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1bcb0aa31e2149e6a56a93c4bb62b458ff5abde
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a60f616a807b1dd2a2aec1a509ff0260f01d8361fa770844c0affc7d49d42cd
+size 818921
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a77a986859c00d65f77a2e5c319bd5876413fa3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21ff4df8c44a9f3701cd440bf71bcc7548982546eeb5d08006b38fb4cce1caed
+size 815095
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..7fa8b8d69072ad4209e74a60266a2989652c6631
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89721fca219b67c32153faff9af3cf99fa65e8c8700dcfc703826a5922d95012
+size 804968
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..231056a22f348175ee1120b6fca85b70ac4b2de6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44cf09a4f4b51188cfecadd3b905a4574501799fa828893958b40b66cf19632c
+size 764404
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..e287833bf23c42f732503d88efa43486c2ccb789
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa4dbb8109f7013e9caf4731832138134840c54f0162526ca06c4b6d52ba4ca8
+size 766153
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c316505be81a8b51f183d4574fe456b4f304dc9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:878158e030fedc1a60920d5997285ff93f2b21e312ea30440ac1e9c90ac8b2f4
+size 579332
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2e02528fa66fb860faa005e66e433b914977bbe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3948b08e2bf99aa5e492855ecab359aa1fd6a7787bc9761e479c2e5ab28065b6
+size 789319
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..15838c2537c3c5e1a4e78a1eb9aa038594190bb2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b300890fd7c600e2202ca796defaface840b4cf4969eadb0a85e5df0cc808f72
+size 691094
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..da7e0edbf2560128200d2148b9a082797ee4e5a5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:828cc26d49af22a0c867307c5fcf676ef899f0767ed02caafcf03fc52a73d60f
+size 656195
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..d91f8deec8306fe46a9fe8148dd3252869f00a0e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a638b1b56a9fc0aa0e9325228592d01e812474ad7c706cc7c0d6dbdfda6fec8a
+size 619738
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..8013c9cc68085469cad1d8e942f8cd17402fd53a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98aa81bb148a6d20677882a97250cac2e6bde33296dde35be4c8034613e7b9c4
+size 574317
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d5955f0b25f0b47556b95b305f1de759de01bcd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5e4d5961450e73302d3a77306122c39f4be23ae81e7804b8adba9babed08c2d
+size 631975
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3127cde8d56a15912b4671c00d6738e7884734a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d7f0fa2a0e76e182d1e2349afbe771c2d67329e4640edc3d032f3242c726a75
+size 660197
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4f4e5809f553797b8513d75496300ab9bb055b6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_80k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:382bb26bc0902d9c033a11c0cc7416a8a38da2d13938e99cbd42bf613dc575c4
+size 694645
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..373d49df727184ad470eac1fa06a761f170a0996
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bba32036c4da47d3eafbd149839654089b056e3f71a7d217bb507e1d56bbdec
+size 669363
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..6355ae861bcafe2f8f070cb2e5f497b7490e12e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed9c8fcdefdabd46f79db4eec99ecc16bc11767e1e32dcf688cd7e96bced679b
+size 753399
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd51256a78bf5000a6d46a8af2f1c8b06de56904
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d43f308f57e36be898b2a0ad8f06ea3f2926dbd22f86d87f2bfdbc3909b2fab9
+size 710278
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..bdacf1413c7a99ba30bc12981228b83536704bb8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:514d478f5a5c7de095b910522c44eaea0eddef0fa9e633747f9fd715189bfec4
+size 655924
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..3761e23b62a7909540b2c12ac8e362e309703a72
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8489431e074c1da6316956a24d9f474984259d04b88637e4cd5f5092066f642
+size 710985
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbefbae1dcb624f2548f3bcb13f64a8645316dfe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64fc1734e6a96974de24837de1c1225bd463f297b10c7142b530b4a31d4f5ac9
+size 789559
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..b84ea9a95fe836e94d27be95e2abe9e25a0a0d9f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a2d8596febeb954823282f0cf13ceb4f1431a8ccf84f4ba47116d3181b59a77
+size 821896
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..babf2e8054ecc56610ac984f910609e2108e6844
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16e0cb1c740643648f51fc59edbb896b2387064f326c40520d3d091d0399e76a
+size 728558
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..e015bcbbf9ab73d93b8be788562db539dd41a889
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af2c23a90135aef2a5adb687d7face1483c94c5c9e168fca6e6d2fbf18fc6a9b
+size 745831
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..a842abb5d00dd418215275a512a143a9d9e2ada3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39bb94a803f4981e1436e3d449eda7ae077bdf1774496910e43393bad0effc22
+size 721318
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7eb396263b7cc6fe6335eb055779c2d6cce358f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80cf273e8960ac2a8d6d9c810ccc3b4605ce8840e2f3675b2108fd508895fccc
+size 785531
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed08449d605be26eb9a5c84525863085bce8468c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e2c5556570c47a9ece431d6ddcdaa44c50b7a9199a52226f16afd929f143193
+size 823519
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa6854bcf1af45e6bb09867d15401e892fb38bf7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94b81d0b51e02c2714027727523c504be2a62b1fdb114f3e1c567b331b1a2a5f
+size 640141
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..40268d7dd536b253cde4d91e6f30f0d3d8f56168
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8afd6028fc4a8e5fdf8bbd802a7eaf0db7d6c9dd0ddc47c8cc9dbdfbdd10eae6
+size 815953
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9149c92ec1c2298634f6c0c957a6ba75ea58dbf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9484242c719676aa61f83a3f2d06375fe4f345b81d5be1a2d0f3f0af64f53d2f
+size 782696
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..83cd200521aea3c99d0ee1658a4435d8884e9851
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7205daeb203a5f1296da35397eafac4b28ceb77a625792ec7c5d4d9fca04c53
+size 808623
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..6af9d64a8e030d787218092db7da5af54d2201a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:694b29bfced7d480568e75951098f99e3a417d4d5a9c8f45981eb656fcc57eaf
+size 788293
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..9aeb21b31bc526ca77c0dcdff0a5ff20d4a4f09d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baa35180784c2771c6a8eeebfa0716c3cd8b5a38c18cf8f50864185f2eb62d62
+size 753386
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..a07b33d4c4c1503e6af86f5404a437c8db23de6d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4df5734ba6cb5a04612eaad9218e0d4ff7c3f25e8096c02e1f729c15cb5804e4
+size 755450
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..fc55078ef2c6469a27fd1ca9c623226b927e1b93
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a69231f3a6a06614189c8564d35c1d71b4bead19ab6276a7b44b03ec12f3c185
+size 714841
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..4999edfc3b170f3e934debb6766b08fe16ac703e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de3bfa3d44c95faab686c853e61c45b1bb3fc8b843708a5873ce63797bce9d27
+size 711654
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..5bd99a53f8f61f778c7d5b0c32fdb678a71e0f60
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6f9997dbed96fd128cdb0b94281724b0eb85ef722ad6c6042c92a09547f775e
+size 730687
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..60db66dbbfcbcc11990b2b2e5f4297beadb20388
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdc9e41349cf7a370a19c03a4f9432822f2acd6e5f509e5fda19e9d597674851
+size 715949
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..7c204df97984dd6c3dfa7925c5070035f7a26280
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:196dba3400bfd5808f0272f911d7f940730c308de6f916868f729ad4cb9bb53f
+size 500041
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..7c38e757f416ae57a8a079c27a9288d054c75b04
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39c36c35e960833ed3d4ce8827d10fb4440ae7ffca4ff8b170785e6a5a7b1cfc
+size 727116
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..cccd6ee75dec2a2ed56c0d269c659d323ab43a9b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7328db1f939da0ded616059eb08368e4c291ccfda5e73f5b943e6318da58120
+size 735472
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..d2099ce571660b16f0c7ca105bf63df951640a92
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b810377d95664915ba7cc492568a63448608037b879786ebb3a27a129bd88c19
+size 673945
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..4af61ea4387eb453da0f483f3adcb6c18546f638
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e2579c8d2c00fe9c1e799a28cc1d450039a61eaf7c1363336d35f0071f5a94d
+size 669987
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..813057e88f8ccb365044572d40f960f7e87b10a0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d43921aafa025f132b2a333420147d4089468fbeda26cdf3204e746e9d495f
+size 740429
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..62315cbe26dda248e84a06d5eddbe3678fd0d04a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28eae3b35d771e6ab672d421914dfd2005a440ece2e5f56da510d520423f94de
+size 715842
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..71dc1f43cd4f8f5b60a9396acad21cfaa99f412f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e3e84ce2d660d3a99886111b76b466eab8311ce231b4e06786ba454f8d2a2a
+size 704621
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..8dc8ab28a6fe7ef1006fbfb5d9443d92014b10e7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_3d_new/pca_vanilla_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:add9d6b7dd76e5b2d6b12cd4feecb1cbfc9f329707a692a645fce8ec00d7295c
+size 653842
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..8623310f42b6044800552edcdb3b0db184797b55
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5ae50ad19dc5f329a19498adf41e9ee0c7b4f374f44f35fc5f843e51f488de1
+size 416940
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4cd2de0463aca7d60df14ba3e3fc8a3cee5df5d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f883f945ccfb7f93c638a0caeb04f19c73930de47898c34eaf7538eb3a9a3bab
+size 470135
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..b598ae1681b7a4f7625983b08143d88ea7f9877d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d00da347532b9c37f315142740f92d3a14c5f488a7ee2ed175c033b2bc9a9695
+size 483903
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..79d275c625b7a98054775ba6bb9504715a64c155
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27746da022953da3892085ec9bfe416f91b681e98af6961f1ce75ffa79d99a59
+size 542858
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..0735869800e6c2ef5a447b9b1d037abbd2b71e00
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f878210659cd65a33dd9ec09a6dd977e69ebf15ac58107c287607b91b7cdda9
+size 509899
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L16.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3d44acc932930fc86c3243f1e3d9f3bdb5be97f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bed1b56bd045eea43d84f6f2c73247d02ee28b30f891bdf65e3ac3fe463c26b9
+size 508818
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..fac7ac8e488a6b36db2d8d858a8958b0536f656e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc2ca18fa683eeaea7ff5daf024ef149b7fb29a23cb3dea0b5ba2046798d4199
+size 373562
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..78c43c00700f339e6811dea3b359240c1de306ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55e815d09ba8a79e7f82728fef5f30eedecaff07d5b25452b0244db5bc5651f3
+size 498238
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..729baf8ba920c87bb63263d44c5883815d7e1292
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3491f4e8b9e2b312822f2731ab4d791cd460df87de4cb8f022b118d04a830e66
+size 496410
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L24.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3c6ba41b69924dda2acd0087862bd7adbcab2a1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bc253d138dbafea99d1302be5ebc5ec87e931aad9b6b5ccff2e65893cadfc9f
+size 495503
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..17be1e4762e6e965104294a38c2fbe80d6d99c6a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acb5f538e72a2a8d8ae2f431e693591e17300cf5026c175d6c55b39deac182c8
+size 488852
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..72e5dadb8c34f10bfe2036552c52a40cf8ca2bda
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8e7127e0cb9d845b0567b79339cd097d938e602c045002c0c45962a6de5e634
+size 536471
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..6152c20093097efaedc83460d6e98b4b751939fc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baaee4ab45c0d72731bc8146ed10e9f4e2cb8ede20e0f66d78d53eca6d4feef3
+size 465207
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f9aa031f5504f2eae476ec2a78fb341f454ba34
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01dacda842feecffb09f70cdfc219c24c863644a710b84b5241de019b2722306
+size 431272
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..9fbf02263181828baa952b3873b3b726ea7e2eaf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42e855330fb61e677b7d0c7f67cbafaaca9900fb55c14a6b9b2e7acc7a4f0707
+size 447223
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec78fccaa59a022c9c320aef75b26edc9c8fb1a7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698b6b7f6c15fbedc6e10ca14b0f7b695c1116974710669d7463793187ba48e6
+size 458285
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ad686082b9eab31dc480b44e23893400fb4367b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a537d339d6f39aaa3c92137c3b423a2305ff978ad63cdf0e70f0f0d0749b7ff
+size 509938
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d7a492e29fe30189caaff8da725a9a62b6e046d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9b5b922b7b83596b5b0933e96ea975a9dfb4eb0b8235102c0dd8808bad0bcee
+size 482936
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f63bc2ab5656e21a5efac6487b3041ee1111cfe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c1621bbc0a629b736e12636960ae3abd7229e3157156bd4098e706bdcf0e169
+size 498515
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..e96f3ce639c92603bb5a727ae444ce38a0d81bb2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb0f5b90716ba405269b762600df04b07273f0384e3b8ca05cffdcc71620455
+size 496667
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L25.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f221ae79be179cc4ba14aca4a179f8fa821886d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:464988e1cb7790bbe428cee02265629904a45d92ee815050c4778a6fd8360adf
+size 488072
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..619478ebc7c4bc96d6bd2bcaabc00b188f3dde68
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77cdbe4b93d5886e9b06f4565c6ba05719c76a0a77d0168accfb7ad4df625f30
+size 488987
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L27.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..349b21125bf166fd4db57ebbd0879f3db23cff7f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8372f0f4cfbc6849af50c663c6ee361c549689f2d298bfedb48d4f6a9d3eca0
+size 477813
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae14c0b38f5097a15a45ff53595dc6b8adc9dd57
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bc9b0fe75d983ef870838e484cefe3751e5b8e1666822e18a2a09b65bfaa3c3
+size 480138
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..27a0880246530923a7b995be60003ad427e021bf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fce8bdf33036fcdda331b1c0836fc91a2e3bcb8f0fe3abe2adddd709d0d8d2f4
+size 494554
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a9f5870e1d6d39865ed06ea3b05e0ad1f31e678
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a28ee1a7bee2b350943fb16113d1da2a376a93365d6c20e13847aee66615dacb
+size 496321
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L4.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..405db08820ae58795e3704863f0bfc9721ae5372
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9d7150500d4e2a67a60a475af8258df5835f2befcc6f0d98392a82bbe1f304e
+size 387623
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..175a5b59835406a61c24e04f43437f1abb17a0bf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_400k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78d658f449a3b48e85082cc52e742a6277b2a6c5bc036e47c2a1016aa4575d99
+size 495445
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..4175842efcd8aa521dfb9cc16f9b151eaccff376
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea9e218cb2613943cb4562d93e606be426551fc7700d579564f190cf60cbae8
+size 454700
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L1.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..221d15f078b8fd750afc64b451443746dcd3723b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e940c11b6c47b3279c90bd6cce2dd8802258a36d888869e160d553fbacda0e90
+size 472742
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab7a3da22cc7890354e86c5923b450a4d1094fb6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15009a02de0e8da25cf9a22084f4408b871efb3c654cf2f66071f1b3588360cf
+size 459082
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L12.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..e59458abbbeb066c48e41969b80a8454caf0637a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46506204f3805b7eff6dcd70953666f8f937f6563838acbefa2286cbef8a39f2
+size 532269
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..493f1eba9f7b13edf98069de5e466eed06dd1e93
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90d3979461308d50355171f0585f728b9f51480556cbd7aa990329b29b19b307
+size 476423
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..c964e75a4fd8d70e6da247d13095ddc7b00d8a28
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf00257bb30c19b10e5b8a99c57517c0140574d35e32f02162935291f15c46d0
+size 506234
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb173c5bba4588c4e710a513fb07a9dcba2312a7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e42ccf6db7f1ca7982acea3f55c7029841e7a7dc4e732f07e881c232fc1659a
+size 509890
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ce98ad46edd5ab6abb29728033c1bbad5a30de1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f90408b804fa804817fb6769365e2222c860c4b3c39f22dede138d2d0115fe9
+size 491013
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f6759d9683145ffc95d6792daf356aeb216457b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78c485de58a1c5da79ccdc3c33f2cf564d154786a0561b14bddf94ae73e5ab75
+size 508001
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..aea8028ec5239b49e6f235f3574f0f2c56030dbe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b6691b9ccb119c3299f1a91e5c530e18af81cbd02953555d036d80a8adfc7c3
+size 420357
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5f92b92d757d5d63d70dac18ca3f49104d59845
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a1dd3c3b1b722142dceb0e435f507bfef3bd671067d6598e5795bc29bccdc27
+size 495347
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..af5fba3b6a07ec2387173cfcf8e12d5e6efd6df2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ec6c05c1a09f17520a811469f34f48b6761f9b17b64a9cd64d432ef8f943621
+size 487798
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..14977dced37e089ae19dac2fcf34b533056d6516
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7fbdec5b9b90d37358d9a965d7461ef09dc3004082b678e448d188b5c062495
+size 491565
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..f555232ea5379977f743d29a11e23eb9e953e392
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:724380eabbc92300e1e2fe223a651afb9a0d46a484cba9aaa236743996985957
+size 477665
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f11661db10deb34b5f09af9727c979338502a5d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9990958e82dc4ba2df67206d89216e7dd5a862541ba3f9fdebec5f02cbbdc371
+size 360713
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L6.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..799f8b0c52c5113239fc5272a8f0d91f905a1f99
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20f364e60b9015efe3305ab6998966a62cefe9009983280463483c387f0642fc
+size 418211
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8beb9bf65cedd65a3035836c8c26b1f7a5b56b3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:420e086a429996d2654282ba5bd42097df79742dc550ca46743fb4bdd0cb584e
+size 462660
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..01074756a2fd87a268c8aeaef881d1b4980359b9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_800k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afb20f8b1a2872071c5ca8bf7b8c9f4ccd3bdd3d97738955f21629adffaeee91
+size 415754
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce4630b6de7ab09b72628726d77907c1d36aa34a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87b65ba1511547270a384fb87eeb487b4c360ba1a6e146734342ceaec08acbea
+size 527101
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..9261441d71bf7f06d00fc7493f685814026c8e29
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d39bb12f40a54cfa652d35337618bd1959fb44893e8e733daf9abcdea75de199
+size 497133
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..b290bddd0553e891eac62d9537c7dd8bf3a78574
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25f78ab2c43ce6184ad1f96d21cb0da7ca4651ca17890b4208b32fe6baccea67
+size 544248
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L17.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d770801adc4f823098d03efbfc7d12bb3fd82ae
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e290e9e3bb8a277b66d1a9b3d408fc0008e7ec7deafb988300eb69c1ae55eee
+size 533964
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..b20123dec758e3584f2a5aeac89c7707708dafb3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8e42b43d90a93b26e35e5038fbcef7fecb1b7a97280e6ae4a2146e203d61917
+size 531478
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L2.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..1cf5092c00131de1234cc5ab91a6d785cfc5400a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cb9ad342df25a7f6e163c96a8e6b0b5cf831e4c446b8b0e5bfd9881cff84e47
+size 371831
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..e4dfa2e17cda03d1864f98dbec97d91fa910ad17
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9047167184c24e13e30c5837a98352df7a38b098796578cbe7af93ca06b47d1f
+size 487543
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..76cde379da9bf1e748cb39726c6a8b0652debac2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1a72bb7979f6dbe9f3daf2c30c9b003d82906a0c8dd154c732246d7641e7552
+size 481243
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L26.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..49a5d8bb247e3840f3c8766bd4fd4da166b085dc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25ea4076f077a42ff2457b933004f1ac1581e79628bf408946c72a2b46e914f9
+size 521498
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..30c700364a52567582105755c6a5e2ad97986751
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_80k_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79de51fc13d5b3e37920bcd7debaa4f8ae7ca498c054ecfb7e25b4132ade2bc0
+size 490424
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L10.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..81799781a52d630e38c15a161bd074247ca8c6e4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aed1787ab0020ae9e0b0afff13e6a0ef1506cda06e0f5ead35eb7162463c5468
+size 423488
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L11.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..3b01014235aa97de3421c7200cbfd3295e2e437a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7b9094b8febc941bae87b8c3ba4e5ce2b14e4f1d5a7bdd1c83f9ae08ea52fa1
+size 484324
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L13.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7d224a1834e9ae6e2983726dbce0e5ed7fa016e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5870119ced5c12360bb1e783b56dc609fec1c44e84dfbfee03b1e7784e87750a
+size 533821
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L14.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..e48fdab02078e85d76085efe1f43451a19ae26b4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:944292f5c58e21ed41585ce75cbe4470872aefc849c686b9420b78f6eec92e98
+size 506328
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..d83a77aa18541e52b4e6c1f9acb80bf807f3e90e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8274be164e76b86bf1ce1b1f97f55ec22ed34f76621eacde54b23b56c7d90137
+size 532905
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L18.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ce674cd9adb58ec7ed66c1a4c4cd170a3fe70fe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:408c5d06176e912ad91673d4c9ad0d493a45f90d7a50579134bb4faa8bff94f7
+size 552980
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L19.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe578230b0b214337c4ec4a0ec93dbbeda4d09b6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:775fc5573c0c52b9113dd7fd411fc34bf457883bdc0ca209d17f58094d73d6fd
+size 513492
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L20.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e87cde87bc5c6c216a74acbdb11b5521af3fd38
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72a43ed35de806d827c3fbaf3d26006cce44cb848f7c8df0e082e2dee24a4ebc
+size 545547
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L21.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..15890ca9d64c82b4f8a8a43fbb7481a33bde4629
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4154b992d0e1cd0a6698eabb56c9decba87d319211371996c2d62f598b9e17fc
+size 492223
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L22.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c999ea1f9e6199e215392d1c42f815fdafafa37
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80a7cdfa05b2743cbc5505b87167d6f97b2d2edcdef2289a38cf8ea01958cdad
+size 501401
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L28.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L28.png
new file mode 100644
index 0000000000000000000000000000000000000000..d154c6ce9a73af3fd0622ec692ce55b14ad77fdb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e88aa92d79737b809a17657b2714372baffa5a284e3002b186fc5fcf6385b04
+size 466293
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L29.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L29.png
new file mode 100644
index 0000000000000000000000000000000000000000..901cff01a5d580fb0a626628aef93f64f97a1522
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2639eff20546a33b2d2d05892117a521c8cbfecce0edb9e1bec1f5761c9e89d0
+size 467688
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L3.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..d88e8faf29a4ccdeb0f2e90d514bef2fd8ea5c1a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b080cfebd30c374e0a109704f08dd9ab8110923d9cea68cd1554fc4800bee2c6
+size 316689
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L30.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L30.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce7971ec8a2fa24dd2ce912249d1c67099bcc670
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6edaddca1bad83c8aa2453ea938b083f1b90bb8f41b7ab6bc41cc315a19970d
+size 475413
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L5.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..62c2a1ee2d5fe3a1eb2b2a10f75d1f8f4a6d194f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c535bcc49456d5c03e4245bf3be3e8b4b68303cab73e4bc00505c6f78b6d112b
+size 415512
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L8.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..9da1993e120aeeff7707db5fb35692820a8047a9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4f47fb9abc6801f2a7c74d4981a894961e3a9e14a81154a479e952cf27837f9
+size 428015
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L9.png b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8fa6e0602b88c77f569e43f3711382ff9dbdb31
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pca_new/pca_vanilla_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9810d147093c6f6122a42238f456dffa1a3d1eac6895a338914deb35eb06e59
+size 401451
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_2m.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..7776461439f0fcabe448f8dddf86d7c1bf65befe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99e8b2787b8a1ea82331e7c51b696327354ebba8d5ae0092e244296ccbdc5247
+size 124787
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_400k.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..f0a28fb4c5b88d99936b47b606ead8e754b55d5f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c270d8b580a31634198974c202d2b425975cbf8d4293bf81b677110ed8d42604
+size 125774
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_800k.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..cc96bd573afed38e15bec6f98ed4a15f53528d55
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc9ca9d5e14f234b7f044f0cd44fd3412fb5a00669fe9133e30c6c346cb43249
+size 126355
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_80k.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..77ea0ff4cdfa6be7ce0776c0d524d7b97ebb5f6f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1070ea2cc2e9bef6ed2ff8ea7bf0088e2160faaea49ca93fd720ef1150223fb
+size 125410
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_bars.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_bars.png
new file mode 100644
index 0000000000000000000000000000000000000000..59ca61794a3ee074da726c0140524997b9bdf4e5
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_bars.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15db71dc1d78d4d32724e84693b783e8d8b7f97107ce5600a6f282b54f52b0b0
+size 138466
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_trajectory.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d363df953144701924c97c3c51a6d077d52e530
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96b98719df6c1fb1a32ad6537d2734840dcfb1b4d17bbffd603fb1949a776647
+size 196305
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..90229f98e2be60b5e01c7ede505926cd921695ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/pred_stats_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a4d1fd8f21b74d13a6d8be0c5a8026784218290d72dd60602259ba3751237e0
+size 125523
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..f499ef0ce5c66d3f2da001bcf0c58f6da52df7b2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b65b34899b80febd4b4602e3443a5cd3bdb1a05f54f9520568a22da45de8312f
+size 225178
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..344d3c09602e9949f3a3bbab511e9ad5bcc8f5ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14be016c94336a561bc294ff81aa0c1b134d5dfc19d3d0f215550b7683c3bb70
+size 231066
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9a82921f04ef1e00448c7b2c926a83d5afa7aa1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:846010a42fd2d480f13f329b86fcedafa1ec9fadd0015f8eab6985e54b3a2fc2
+size 225619
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..db8c150be3fd8e6feb618ff814c2520aaed3673c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5acec3720006bf171c6513a8f0d6177006d0c2ddd9f76c9f96ff82bd87e7f4ac
+size 204906
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa51c97da3f1211ab88eeb9d9786597ad6ebe355
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/sign_corrected_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1986fe59c7ce58e5ce03183ea99873819636a5af680954693d2b381800d5e9
+size 200545
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/summary_barplot.png b/swap_analysis/results_short_answer/molmo/plots/all/summary_barplot.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e3f7bacdd22d02cd399dcafa24ca68b3c25ddc3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/summary_barplot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:037411ff6be80b415ec3e92d2d4ae3025707b224800a4e39422c135b7a95ab56
+size 186990
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..57a6b0627147fa4125540cfe8f0ee7326026d75d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375f3f3e5acdc0f2de9af6114b7b18bd9ad34cf808790b0318df4048815e6f2e
+size 288038
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3c57c77a113e097d6e776f606338a7b1b3a20a3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:555915df6e3b7e61388f60e64bee66eff3683bf20dedc1e478d1c3de81bfe73b
+size 291671
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..fef17bf86df3aa8bee7d8d1192b13459a5d823e4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13cc3fc0cfe0ee1a3f60253f36efee7507657bc81ed1cc27d81ee2e075cfbafc
+size 288606
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..88e804823c9f6bd5e043cdad22a625d0fa9837ed
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31804d163b6182a27bee873f78733a8a80feb8ba8b3fc4ce81ce4dded2675026
+size 259523
diff --git a/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..11cc9e8e0ad31d1b5021b37460e2a2ee1795ce27
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all/within_cat_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d511faab42b50a54fe20c2fd61c6131a79a97784f9b7bbe009d0b05c152569f0
+size 259130
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_2m.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c3e73cfee7ac97c74b7e821bb62c777cf613be1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:985c7b35a7abb20dab4e9c9b697a3bbddae325f934ae40fb931b3621843b8089
+size 246566
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_400k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d5240ccbb7b2ba1dbc77bd1ca96607ced0dea35
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6adc6ca1276761876bc16128b4d3ebbb9567e1d2e47387437cbb287cfbad9332
+size 237337
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_800k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..afefc591556214558d77c1eff03b29d7abee008e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb256b647638eacf05f9a938673716e69e69dd118e2afd6732d97c61610c687
+size 243378
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_80k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..b0358d3e1e4280d5ce449458d8028cca25aea41d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3d3220f9c71477807a64706781f4fcb904306ef752a1490ddbd5eac27943d3e
+size 234783
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..daea8fd71142a89183da6b81c728494cd8c99c57
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/cross_alignment_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd011b6096bae39b764b74a3813d37298c180683defbedf242e31e59ff3681d1
+size 237325
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..8286c6e81f46df72e48415fbd23931637bc686ec
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fb6efc30a414556752fe8e60180adf5f2d813ca8833faf45d81491c9c7dc7ef
+size 284963
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..28fcdd619edf29eb6eb5b7a54fbbc6160a5991fc
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4b4ef01f3229f11c6c6bec4500275aca2c3e0ad49421276cef25be42d05d7bb
+size 280753
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L23.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..4bc2806b456eaff302fa18b0382e94d1c94458ad
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09d8b2de58cf1327a31e9d52e2de03f8ba9c5ca01b8b293be88536ad83c68759
+size 287130
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..49c8dd3bd8c0d6ecd7b3ce9d75c2dec432d2b524
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65a06d3fd313d5ed833dff2e53f8af6e1431b98c6ebd937328b0cfe6c57e0869
+size 277821
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..1d2aeeb73304a5574ddb6e9fc75c189712935f6f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd9ab97b2467b950dbb1075a5277e3c91debdc28c4e8ec0ec9cdae9443660537
+size 269249
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..270d1ba53f9d98bade1c29093cf0fcef6070ff23
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4feedaa7f560d33b39f7e86ff609b91e821ce2049ca4cd78eca9dc6096bbc985
+size 267978
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..34ffc195788af5ea5482afb708a627c01694a06a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16c50aab5eb6d4f431d4333e76d03cad19fac7237d2fdfedd37a68668bb0b8e0
+size 283100
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..765c8a4794b7c861bf1745a340ee84d8bff7632d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1091314947a19c016522ac026f7d44f59f785bdd5a755b0d8f0ab8a52fb7ea45
+size 272108
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..aaf94c5276ba1c2440d0273af67c238b6a21190d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22160d04328143a903414b00f41b7a3fec3c62aa3b9a2cff3a018d3f7524cca9
+size 267826
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba8f2debe4db92eb5f61bec029d43a6b7be030b7
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79dc4a410fac785a4e0f4f326641a0e479e51d4fa7455590a0b5a9679544504c
+size 280330
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..257777f64ea1e4e77cb9805e172eee347ba3d9d6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77a78ba7ee0593d030420e7d1de601e4fbd8bc9c642205ae22cc39bb102eb81b
+size 265444
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5bdc16d9dc0e36913bac694655642b8e6148bfe
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f912c83ba7e9158f678292bd707e351b0404cb9b59bde6a5c89a9408c1a7e57
+size 270556
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..115076209ac7fb3002f8b0b2a52ada6c911938f1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34f3658490a39a9aee5ee2ecb875879f1d291b917d19e98818174170030b7b15
+size 281179
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c349e4800e12cd024e62c73b3e71b266671c1c4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ced714a6525795cfa8c3e92a1823b03a351c08c18fd592773b062792635ba7d3
+size 277584
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..93c55a6ccaf32b019259341cf8db153b2cd3c330
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d4b5ba426503065af8ef55ea9c1fb45dcd60c4c27348e2c52872c5da912efe
+size 281725
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L0.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc2107cf6c39e75ae681f04cdfbd123878fd8941
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6c2483e32f82cc3e0f02a675cc92c7994c28c2c8a652c69fbd7e890e290d6d5
+size 285482
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L15.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4fe6a5b40e566a879de0936db1bdc139695ae3d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:667435d7172508218c8291d4df9c7b6ece7710cf5db9caa8277906a9f64c094c
+size 298754
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..87e87ef34e22556bfb21a9cd700180161deb2707
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81cc946f11d7bab292c2bb25b657090ad886133ecc3be7c1efb6642d21a84f32
+size 300463
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L31.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b4c4c34fd72bfaf4a6b7214a7f0180815cccfd6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58066f702c85fe46b144aa69bef60a6131cc7d49109410d18ab85737f7f5ecfa
+size 292674
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L7.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d2394e94755c20be709ba3966cd18ca1d8d86c2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa3eedddf197d2a92aa7c51d55d30d12c1c893b656c72aca9e32d2a8ecb1448a
+size 279449
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L0.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..9cc991ea3cc163393547bc7625b36f7c0d2ca380
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba4468604654ffa344150a63a6a78cf43c4b2c70b91bf662db147074f443654b
+size 269029
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..02d0b131a2a3aa0d7f51537055653bc56c075750
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8be951dffa702ace4e7aa8383c6557d01aa712367ed78b4ee6e25b58cdbb1d4b
+size 273436
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L23.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..ff9d9412513436e3fe285f7189dfc19799f0bc4f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0121aab4edb4b556be898fccc6563fd1970ba3419f7ffa56e7a0230e993027e7
+size 277376
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L31.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f5ee068574c644eaa1374a0643278bf7cd79162
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e839b09d5a6794b4942dba30ba30bc993e1215cc06858dab70403bb3bba81b04
+size 281659
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L7.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b02b188fa3a515df76b54287ab094ce70053d07
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/delta_heatmap_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72c6c98a4724b6b593d1563889751e59a9fb3e31d54fef3877b84e7d24a76704
+size 281846
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..f499ef0ce5c66d3f2da001bcf0c58f6da52df7b2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b65b34899b80febd4b4602e3443a5cd3bdb1a05f54f9520568a22da45de8312f
+size 225178
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..344d3c09602e9949f3a3bbab511e9ad5bcc8f5ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14be016c94336a561bc294ff81aa0c1b134d5dfc19d3d0f215550b7683c3bb70
+size 231066
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9a82921f04ef1e00448c7b2c926a83d5afa7aa1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:846010a42fd2d480f13f329b86fcedafa1ec9fadd0015f8eab6985e54b3a2fc2
+size 225619
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..db8c150be3fd8e6feb618ff814c2520aaed3673c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5acec3720006bf171c6513a8f0d6177006d0c2ddd9f76c9f96ff82bd87e7f4ac
+size 204906
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa51c97da3f1211ab88eeb9d9786597ad6ebe355
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/sign_corrected_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1986fe59c7ce58e5ce03183ea99873819636a5af680954693d2b381800d5e9
+size 200545
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..57a6b0627147fa4125540cfe8f0ee7326026d75d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375f3f3e5acdc0f2de9af6114b7b18bd9ad34cf808790b0318df4048815e6f2e
+size 288038
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3c57c77a113e097d6e776f606338a7b1b3a20a3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:555915df6e3b7e61388f60e64bee66eff3683bf20dedc1e478d1c3de81bfe73b
+size 291671
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..fef17bf86df3aa8bee7d8d1192b13459a5d823e4
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13cc3fc0cfe0ee1a3f60253f36efee7507657bc81ed1cc27d81ee2e075cfbafc
+size 288606
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..88e804823c9f6bd5e043cdad22a625d0fa9837ed
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31804d163b6182a27bee873f78733a8a80feb8ba8b3fc4ce81ce4dded2675026
+size 259523
diff --git a/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..11cc9e8e0ad31d1b5021b37460e2a2ee1795ce27
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/all_with_validity/within_cat_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d511faab42b50a54fe20c2fd61c6131a79a97784f9b7bbe009d0b05c152569f0
+size 259130
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_2m.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c3e73cfee7ac97c74b7e821bb62c777cf613be1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:985c7b35a7abb20dab4e9c9b697a3bbddae325f934ae40fb931b3621843b8089
+size 246566
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_400k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d5240ccbb7b2ba1dbc77bd1ca96607ced0dea35
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6adc6ca1276761876bc16128b4d3ebbb9567e1d2e47387437cbb287cfbad9332
+size 237337
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_800k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..afefc591556214558d77c1eff03b29d7abee008e
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb256b647638eacf05f9a938673716e69e69dd118e2afd6732d97c61610c687
+size 243378
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_80k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..b0358d3e1e4280d5ce449458d8028cca25aea41d
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3d3220f9c71477807a64706781f4fcb904306ef752a1490ddbd5eac27943d3e
+size 234783
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..daea8fd71142a89183da6b81c728494cd8c99c57
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_alignment_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd011b6096bae39b764b74a3813d37298c180683defbedf242e31e59ff3681d1
+size 237325
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_sign_corrected.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_sign_corrected.png
new file mode 100644
index 0000000000000000000000000000000000000000..bba729d45b4fd3edfbdd88111a511a6c2775ac01
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_sign_corrected.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5f7d6122ea351d33020988bb527ecd52d70f886bede62a006a0c2facc126820
+size 622064
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_within_cat.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_within_cat.png
new file mode 100644
index 0000000000000000000000000000000000000000..a85a2401ade2eefd59dc30214f41b9f4b55f58ef
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/cross_scale_within_cat.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2c6f0993695634106b3d92d8a7d49945f38bdcb8b6ef04653cd9056aaad8865
+size 1205898
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L0.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..d394bced3c1e4373f13691536458bfb49e70e070
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c6f540531dee98ba41152d192fd0e3fa77e6ed606650f0de3270a394097fbf
+size 265093
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L15.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..215cce86924b21be616a434e0e008eb0e257a8ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81321d85e4ecdb18a044d87c69906fdbc366357d25e681984c4f9b5dc6f03d28
+size 271050
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L23.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe3b36b757ee84c926fae07a9fa63b135bee5629
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:798b9583f1dba97639117a53c417ce23ffa57e8ebf6121f91dffb3ecdaea0018
+size 270293
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L31.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..5338bdbaca8d945600730b3508a6ce9627faf7cf
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:711b213a8c85be852bbb73995d3e665b237403afab3c5ab49d21f33a97cab6d5
+size 270449
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L7.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..8944b56f2187f996312cfc54f9e262fd9edf8d53
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_2m_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5843067980a3cbdb338f65014b05100dd7409bdc785c3b2435d2aebd22e77489
+size 251149
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L0.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..d7de2630e370229e29538f3ac8bcf377bcf2328b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02cfad6973b2ae0d34d4fe3afe998dbb555da06de439550f5002b7c8c6b5d739
+size 181274
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L15.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..58dfc97d4a2b85e4ba35f5d18ab2a0dd0f495d04
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:753cbc79c95ba35f72ebb6cdd8f99ccbf85a33ea04063ab5291261a42ebffee9
+size 177105
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L23.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..d06bf17843d082c2a19a3616f14289fe70470eb6
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b3c4fa2681e85150e0b0b1626d6f3df0f7aa27c878d70dd62b40199cf83210e
+size 184301
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L31.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..39a9b9cc4d4421c0a6e34514600a2ed8223c2b7a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96001a19a8170f28b88af3b410be3fed4cdf8c4d5e4c02b0766057c5d629862e
+size 175027
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L7.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..989a73f5f1f35fbe8aecd0bbf0819247704c1dae
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:842477ff7e87ad252e8ab9945eba412e15c0ad4945d849b49412335ce652c8e2
+size 170879
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L0.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..32df8ac0092fd05ebb42bf489965d0c715a041a2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfd6214a686e69769ad7f956717a302ee897a11d4eb6e32f70943a7f42a4481f
+size 169511
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L15.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..42c6459388cbd7d02c33b5510603084d2e6a7d3b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ece336ddd43a9dc7f1ca8943f0f9067aa093f8d9cca27809a26c5882bfd7e6a
+size 176085
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L23.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..e23ccc6c48448eafb4ed63898b3717063d67e1e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43867d8d784400bee410ed2b3dedab29688115b418c48959738276030c027ef6
+size 178725
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L31.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..5556b0c45f979a4e261458a13b989d344cb44f92
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14b4fa95513b4bc97eb2b7fe876314122fbf8d20de8c4d6a939bb27ce553c3dc
+size 183105
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L7.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..d802e7b833e0deba979311154a81aaaa46ec0be3
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_800k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b06c0cda1a18b8152f74ba22b05992b3d78c268dee1f49112988bc35024586de
+size 180025
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L0.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..c948e6474e2087fa66e2acc9bb91bf88f5bd3568
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca3e1f9b429a860a1377ec8c4c821909be79b73cd3638d9438e8a87c64e15189
+size 171970
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L15.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..4292f896d29747c33f309c749d0c36aad4a888d0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c26244b5b09b4bad94126a6bf4ff22b69433c75bf3b3dbec1796041f5cf1777
+size 177262
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L23.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d411c632562b32dff364719bccfd8a1f199de7b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1de0e50e13a9cc9c40596deb172dd22e5f13fe80a6115a7498571ec7a8d92055
+size 174845
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L31.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..c218af8715c052db7ce5187237ac1ee82192bcfb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8aba2e402768337d5ab2b326eabbf8e6f7b3d2c0eef87e2480fc30b5a192b886
+size 179850
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L7.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..983cf166601ca4dbeea0feb5d6f7ca6e6bfc3bf9
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86565cb722ddcad3003f53719b5de8977352a75cfd610fb619408ed4f83a9604
+size 176676
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L0.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..6500932353517e850f59b728730b520e1f1b57e2
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bb208155b9358313b51479e594de90e440f5255e1dc82d94b5cab76b9cd0a19
+size 262045
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L15.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..e0ecdc3076aa60416b5b3cf100bf3ee1dfd15569
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebab9d70944c4aead654e8d2d085ea97fefcd05d31d979295947d1b754ecc6c0
+size 246079
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L23.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..205acbf4484581a9ea43b475468bf1646c8a512f
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7842329ebee8acc2f4d04a13cb6f147ae98f8ed53eb59a29db4888826da9b4b8
+size 269372
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L31.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L31.png
new file mode 100644
index 0000000000000000000000000000000000000000..76eb433f27fef57248e50941b4c1aa640799cc64
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99f0d8b0a92ccf4125e1532371be86b930c19d173b1422ed442a874c318dc1e9
+size 256387
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L7.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb175114e9e87a540c39be432ea235271ad1293b
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_heatmap_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ff1eb84e86e665e30e7c526e43f1e15e5da869af7f30bd9b47ab8bf9a025186
+size 259069
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_trajectory.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..78e0b53cc7bbe197457194ad117b38eafaea21e0
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/delta_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff2339178dba142a7696a21c3eb57a54f93d633798ae7d556870d9a61cbdcfc
+size 556249
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..56f4029e69e66d21f7b00e4bbe7f494b8ef34f69
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4911f291c822d3c30ff8f69839192c7e1f01acff565fc0f9fbbbf3ad6dbda8b2
+size 251126
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b9b2489d3dfd0c5652600dcd458ed0a000ec91c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c276754370dfad2c37134022511d62a96192e7765494b558ba676c0bb4a91baa
+size 208594
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec03c056995485338d84a9e98638d3e4b47d6337
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d0b43b7ec4e943863b9412c982c525cb6590a6819cb119810a6322fea25db77
+size 203388
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..94ebeb9a4850aaaa8fed34c32d778e7cfe63a6e8
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f14333700f595d22d0e7772c589bd37b054dbecb410efa2bcd6075beaa5b6a5
+size 197894
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..c523f69fe8572f39fcec99369a178304236ac976
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/sign_corrected_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9afa0855435e442c782f484bce76fd956857740dfbd29ac1656f7b5e0cb0fac3
+size 240898
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_2m.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..64ef33bb1c6521fa26cac2d57aa2ad16be3e981c
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcc28189f325099ef5c99ae98fb64ef69a6b69cde521194e17db5faad937ccc2
+size 310571
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_400k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..79fbeac2ebdb8bbc6ab80aaa9ad339c9ba59f863
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbc19e9991fc6e23f620a4655592cc09e0677fc6437a380d935f4879b8c8df0a
+size 258516
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_800k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..9545768396034a83d04019acc17e118be10c67e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe4dec5d65caa9f6bf5874eb07587f4e2f3c46ccf236acd8657b1872fcdc3750
+size 237991
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_80k.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..44e8bf9e1c2f6e60f9e60f4c80edc243ff0504bb
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38264595b2b137052d979cef2a0447db56e999a32dc89a9239f72c7b8df179b0
+size 239283
diff --git a/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_vanilla.png b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..deef36a604e8cc8fb24ac44f35f62b19966fe5cd
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/both_correct/within_cat_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f72776f006fe38c88bc42ccf3e884121937a8cddfa70e2bd0694da2cf38e7d89
+size 326753
diff --git a/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs.png b/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs.png
new file mode 100644
index 0000000000000000000000000000000000000000..5363000dd81462ea88336d9a6a4086267d4fe11a
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bc11f5e19125c243c204658131b0570fe8ba00bc8758af929fc5634f4691c17
+size 312266
diff --git a/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs_hv.png b/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs_hv.png
new file mode 100644
index 0000000000000000000000000000000000000000..cec99273c490a95673c550c157d9c082eaf087ba
--- /dev/null
+++ b/swap_analysis/results_short_answer/molmo/plots/entanglement/entanglement_all_pairs_hv.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08747782f5e77331859226d807714a82a996a3548c9ffa3d7c0766f3ecbf9eb9
+size 419072
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L10.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6bb251db9e51948f9aa47551104d4a6e549a416
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d449571f35c58ef7cebced9362915c5a0c5f899bc2040c47754ddae9268179bf
+size 1712628
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L12.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..c8d57aec3d69cce9420884a2cf757786f3bc4b62
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37e0817afbc6698847a8b7ec0db732f66900af498db405269289d02b1c531fc5
+size 1569477
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L14.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..80ecfb6823fb1772a2b2a80832d7a8550741a9eb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:794adb1e0b54407903619e18d90231f06da2600a5c168f73b65e415d5def29c2
+size 1611676
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L17.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7fccdf13654baa4ad9a94b19cf924c3431e2558
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c9593f30271a4bc1d5e86e9de6fe9992e3c02be08b75007e7fb0b0e274b7e78
+size 1779999
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L18.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..48763f65eef28e8433ec58a1be48a3b98311ac20
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b956bde062e20aaa16477302bf555b14f8f2334ebb6c0410337b2aea40718d00
+size 1989768
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L19.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..809d3800df037994b67b6c5bb0b7d87ec5602814
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20b295b2769564b9ea139b5b4003b8b701ea98207982473c19db409070386517
+size 1975798
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L21.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e8af034e8b5255a74670f459154f7c6707384d1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f6ae98d813b7adce36cb18ad30092ba32dcec5348664cec4f3ac52581b09f20
+size 1820076
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L23.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..bfb5f9bef84fd7b3875e2e5e6b9b500e9ecfc073
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d51852ef7485c9938955b6d451a6f3cc317f02ca38e39b6c436f579301fac8f
+size 1839946
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L25.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c564723a24300bda3d6e910d166cfe821a216ef
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0766f9c3c0b524a1883c05a28a6d23e44a862be2ff037af31ba3a667a0ac7333
+size 1778802
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L26.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..107f2be1cbf817a378e844ffefe9d43e393b3ca2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bf98e7087b41dcc5f1ef5e01b73c1234d152a6962b26374b8a19c4e2afc0b90
+size 1882263
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L3.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..8558f951a689e163521ceb11439698d69b8349c2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07e96a8d25e88936c9380e71fdb1fcc25a8256bdb324d4fe24c50a4a6cf0eb45
+size 1531326
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L5.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..817e808937d303d71792f39f2873e5d40ae618b7
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d76344f7f85baa46ae7bd60521a10cf37778b7a05fc6c99e606b2a22957d88fd
+size 1638690
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L6.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c217812b8b5951c5995cb5974b86192982d42dc
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26646b42bb540c4d424d1b50d68bae0a91284fc11f9bb9f20aa604e3fa866686
+size 1743330
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L8.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..f31d35db90df4881efdc06bd2c74643afbb97962
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94085b7a90e8f8c542332bbe3edd2216c87cde3e815d890eba3a118c99d06d56
+size 1643213
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L9.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..26ed43838a97bb795c4a0d582a1dc25a38c65516
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_2m_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:566aec5bf6d43312018f4d915e65e10151bc6d59f17b03b6a46196bc4700697c
+size 1682777
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L10.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..910f2876fa5a1643ca906d2fed48791f2e136fea
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00b703cccde9bfecb02d614e54fce8000260130c31aae0a8f19d3d4d63574006
+size 1449562
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L12.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9b5585f9964b38ed43ad86f9e7f37b2a7982da2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8da257c6a9415c3a55e511021c3efd8a13ce63218363b7a13ef83140eee86f8
+size 1529469
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L13.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L13.png
new file mode 100644
index 0000000000000000000000000000000000000000..60d5e41c3c5cf61408b2882c88e8e4a41d1910d9
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13bcbf437cc472c275cf7b74882f51f27b7bb97d8c60c6a870694cb10f68e5da
+size 1635739
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L15.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f33974d5a82fb25b52fc0a0bd2c8435651bc7b8
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c32c00cb8916e9af765f93b6bd7753ae8d09058698a416c0a4143c06d22a9154
+size 1622615
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L16.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..bdb1dce39d796f20675f00f544980e3a0c6a4a92
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0b0ab699d7e96a6d4ece1f59d541fbce2ffa7ab945a3ffd3f53288c10e1d17d
+size 1661684
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L17.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..8fb4f7afb17c77d92b4ba683c1ea4c0c65db4a14
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c05c5213f561760bc7cb237e3f8966f9cd7e103c2678b9d5eb4977490a20ae02
+size 1685841
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L18.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L18.png
new file mode 100644
index 0000000000000000000000000000000000000000..02de509fd33f71c4b7e7556541848eca55cc4511
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7b4823ce9594b9148564193e9002ecd7e0993a72d6f2b6b0f3cbb4217721297
+size 1878734
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L19.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc65b6be6c01ba4761d8e02fd19091d1e194d0fe
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1cd3dd9bdb11c530d4a019dc746a86f395f26bfff030e11506a82d06beb980c
+size 1888700
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L2.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L2.png
new file mode 100644
index 0000000000000000000000000000000000000000..f120e02e795ffd953e9b3c903ffb044b4f9dcff1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be3e917d588bb58ba0fa467058c40b3aba2d9b245b89fb33193fbdb5813b8888
+size 1545476
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L20.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b6579bc1992db7fdbda0153c0e5e6d7d6b42923
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7699a1e17f5b513b2e226a4c28acfcc75adfc9c646e8177229d9028ab4cf842b
+size 1924728
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L22.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..9eb4dc5a0ba48411ce191aab393c0a65f40db07b
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c350c05b44c638af6737685e63c0f263960c503b3d1bbf06f63a6f92488a0ff
+size 1750226
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L24.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..90c8482ba90835aca4951038135031c9986da9b3
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c29f796a0d3929a2d9c6d02375565344f2f75bc260dccd5a8c41bd03cf5f1ef
+size 1775941
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L3.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..bfea246be9fa11790546fc22901af3b8484366bc
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0bad6c42a950e74c2c53b000c2bbf09c3df5ae4459ebe5a22add172b8f14a4b
+size 1542654
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L5.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..157e65b1e6c00b2c6c8b4856822066c70d55cc15
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d0fd9b0006f10a7a3665fd2b49431a2c86883d787904cef0f197c45d0fdac21
+size 1515267
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L6.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..e9ff58abd4a52ca20a17bdcaf01294559dbe3c4e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21e7384395fd0acffd99e29b9c4c1158e364ad177294b17cd769eb5a263f78be
+size 1589955
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L7.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..905bbd8bd2c263e89ad95ac54f068c22e16b6c99
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b62c31a7296595507f8b69de5571fe656b3d90d154e8db1e788086f4455573a
+size 1599005
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L9.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..6697e4796a3fb0616663360b8377ad1b8e123b9c
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_400k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ad7a76bf4afaf1ad31ad1ca7640ea8f168c1574a09808f0780c5d033b1cb179
+size 1670726
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L11.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L11.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7b068274cd88e90b62ebfb3c41d02a08f311c30
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96dc033c2a35f05878324b7ce68afbb1902ffad091155e8176e4ef9699f8f06e
+size 1643123
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L14.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L14.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f67b788e86de01c9895c6b9388252b7803c9802
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:645f3f976fdbdb023ca2f4a308106268683f191f33bf86a3796f6cb59ca2bef0
+size 1701043
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L16.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..88b6185d8dae9f1484a4665fb5521809087d059e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6a9784bd70641efadbe7464dbc845b3fe481c8cdd88ad33ac4e700d8add94b1
+size 1814528
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L20.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..69024a8210fc6b81e9d8fc7fda7391e5cd7d67ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d112fb315e3b0e64942c2748105291573018e0a3b7bc6d16c5551553d74c210f
+size 1880077
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L22.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..c0b0329df273bdb173347719482e781721e9e459
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33cb5a0fe10937a361c801c6a15dbce85bca116ce6a313e66572ede8368e02ec
+size 1880696
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L24.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..bee220dc7ec3c8c211bea9588efaccb0da3ae018
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14889caaf7f31dfa1ba0ac08cc96551d06a2c1a786c06ca372c1d510d83ef3b0
+size 1774505
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L25.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..029aae5755102d588cb6ef87dcf1289433363468
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6426bbc6b953d1c4913718dc52e9ece25dbadee8a5623f81c2b9980e6e5b551
+size 1792747
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L27.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..001d0c4a1a810d0738bf55fb62c8e7b2f8dd8726
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b40f0acfa09aa7e16ed48320be5691d121fa5eaa1317a62bc2fb5065953e2f8
+size 1723424
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L4.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..69fbee6745857c071302c9c2c851ebd5ef5d4aae
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d29758c309126e5ff7019ec3f50a9679d7b635e4a1465e958b36a3346ed8b905
+size 1565571
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L5.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4a3e80932a7ca308124649c09a452923f346ab8
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_800k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f149c5221d2bd9bae250bc6e7a455a548bb2cd57a10b7b6471e963dceacb9bb1
+size 1503145
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L0.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..790684b31400851570e4d19ba04030968a2ee1af
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fca74094982dbffd50449ad90c6dde205facae8ac6f0afdfc7a21f6899ea3bc
+size 1482458
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L1.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..752b94bbe7b43b737aa6d734c048c0d871493c5a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e77c3b2d51e7ce080d2b4b7ba726f071dc23c79b814875607268b44b2333c22f
+size 1685542
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L10.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L10.png
new file mode 100644
index 0000000000000000000000000000000000000000..1212f9064cf3c7d4685a6f8d85ca637cbb79e2b5
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d051aa02292795b337c8fc5d671d06f85a39ffc1ec49e4f422040346b883947c
+size 1498445
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L12.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..d438ce173e6dde50a97251f9aff7254964cdb055
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb0f9adfe9c9ff711c8e316591733d248099a0e2a302a45536d2b69dacfb3867
+size 1613388
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L15.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..c74a3a9e2218494abcdeb6c29e2a1cb4d49eafd0
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b224ec15c064975e94dc1ecc0bc6570534dcedf6f193d603db179af16893c39
+size 1601578
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L16.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b9ca4e7dc6423ab3ad43dc881ce1e3b49561b9c
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12e8d188a0139388ee262199990b4e8eb2a80f06eac9d8efdf6a500a941c4159
+size 1581873
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L19.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..08cbde8c8c4bbbda7ecaf98f07b6cb9a034615a4
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8505bad2ee0e37f8fb1ac448e018037c3950a57c1dee9467a12bf45ed0943c2
+size 1728382
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L20.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L20.png
new file mode 100644
index 0000000000000000000000000000000000000000..9838f826dc7732c0d58a72cb467d1fe5ece31d8a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9ac9d5dad2b1ec665a0bc9667d1d301cd1f99f29b103e984cbbda84bbc12f60
+size 1785889
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L22.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L22.png
new file mode 100644
index 0000000000000000000000000000000000000000..a9b651a1c461159c3b87525af63adce6cc32cded
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4bca1c22a2b0c8e4a67c72b4b3f2c2ce0651016c933442940929cc74fd8c012
+size 1699401
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L24.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..13eba195ea42eeb4efd4b4cf7a06e4596f997801
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c07d09a3e8baa45965564ca4137513b852cb83093c1fc28e57e58805c6cfee7d
+size 1643341
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L25.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..b581aed0694dbd701b10b490b506833d02b84391
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1481d7d78875fc3a1f27a0089ecb00b73f8ae166aa1f97d1a5291a3a465cba49
+size 1487710
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L27.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..c653c6d2e8eda1b07ce0f06b7341fb5e6ae5234f
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15cddbdd2c80e7d34a9504b91ffba9d45b154c5f95a513dd53f0c7adf30a5795
+size 1767375
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L3.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b176eb0e75141a2010290d0a76ad298f110cfcb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8a7d873540d7c24be0201c6061f78d625967fc11de6e47f71f57c1ad829cf99
+size 1488761
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L4.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..80aa02db2c9d0e04e89bcc3d22a5f3edd706e68a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b44b4f98ffa42bf06f182602d0c8428ed4ad12844e796137d4f1ee3153583e28
+size 1651292
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L5.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L5.png
new file mode 100644
index 0000000000000000000000000000000000000000..cb92f10b22904c2c64bce41916b941592d2f045e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b2d3d2be27765d917f0d3cf09f874f22687a352df4a0232bec903153998ea87
+size 1573359
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L6.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..f81e4a68bba4555cd7eab7ae113813b7da4dd51a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f520c5e35310b80e822540896a505eacb01449a8281a12a6d0c733430bbbabd8
+size 1615998
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L7.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..03e3434fa837b95b1089ea7f4c41dde1c659f04f
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1edd7e5039245b28d1d3eb3b1d45b5d3b829ab936fa7bad13cc66c5405d2796e
+size 1696780
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L8.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b312a8606d9f5b081fea004b85ecd70cdaa73d4
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8be53cb567e96e398174b44ae9e045e57420eb6e30ba6d696596133607deae4
+size 1584822
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L9.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L9.png
new file mode 100644
index 0000000000000000000000000000000000000000..e39f54f81004afd6dde80eb1806841578950402c
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_80k_L9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdfc53d781508d1702e09a14173ef65169210fd0b807480a51fbc50907d27fd7
+size 1641354
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L0.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3e67b7d5bc939bf1354bf5433a94e4bd70c6e5d
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2551ee90139f73f3e45fe8aca34820fe765103d48f7c6cf8abb854426b08909
+size 1452034
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L15.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L15.png
new file mode 100644
index 0000000000000000000000000000000000000000..26e15abb3aacb96ab77cf85d091df928661d9b14
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a12e057768a01b47ee26e218ed629150735b94b00fbd86be50318e264e3c991
+size 1619437
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L17.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b1afa78d5f31ddbd00c7c1155f406925628b0b4
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bde5404c5c9d540951b0299256b688b2e78d9dfbd7d73f32e3153f8bd2b76a6
+size 1498001
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L19.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L19.png
new file mode 100644
index 0000000000000000000000000000000000000000..3526c4f7dc60931079d9b1c02dde87b94f3056f6
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f946684fe6924a4b4b843b05c65f0d84ae67f3d6c8e3fdb4e52c0a2bae8d6a7b
+size 1809821
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L21.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L21.png
new file mode 100644
index 0000000000000000000000000000000000000000..29ff03a56de83edd99a42523b0c1f467e8288ffb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:075a33c661773d59db1f4dab5de5552dfbbfe2c9bef96cd9f88aea0d65a6dff5
+size 1699386
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L23.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..028de5978324665ebfc59b7850d082ef94f5b121
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2132d76386716c3fc26f93ba88a8daf8a310987cdfdd2b6da0317aa0ca8e480
+size 1570015
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L25.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..6602d5be78c7523ce550667f6d3e4cd6c1b607f2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:809e14e3ed35b738d3c876a0ca2d136b487065af698d95c54ee349c61ac02136
+size 1608287
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L3.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L3.png
new file mode 100644
index 0000000000000000000000000000000000000000..64a79f26c6a7ecb26978d1b5367cf45e3707df9b
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eea32e33d77af6d56a44d6c172f219fb55c336b8645cba71600d4b42ede8b5d
+size 1556399
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L4.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c4c56f9a078efcd41882ec4c51daf03e73aea10
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4da6b7874ccfe835dd1a13b39792173757374a7540df7ab79dda7a13b053cb5
+size 1551237
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L6.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d6b158967a248a4b8911b08d126acc322c5c1a2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:521673c4eeb811e94643a0c8bada642ea69ca5838c795354ae366e853f34c53c
+size 1738312
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L8.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L8.png
new file mode 100644
index 0000000000000000000000000000000000000000..9602accce6c21b35c483038ec1769b5f884dbe1e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_roborefer_L8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f962bb15b30c224cc17a9ebf1cb1c764042b9f4a5fa058e21fad093e500dd2a
+size 1798347
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L0.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L0.png
new file mode 100644
index 0000000000000000000000000000000000000000..d1bfdfd84e923f0e3194dadf9973c126c7a4aff9
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dae348472d83eb2bf2b8b5f1a4ced3ca944abf7cc61c0401bff5c32468873c80
+size 1548751
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L1.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L1.png
new file mode 100644
index 0000000000000000000000000000000000000000..7fbad5512dcc87738db0aa732bfe8a48d3b59357
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1a64d000201c30619486f60a0ff82d6793b71412372b57cc6741d6e80dcf249
+size 1613310
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L12.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L12.png
new file mode 100644
index 0000000000000000000000000000000000000000..adab1e667f98709a1b9df302a51e34ba3b9879c2
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b20ea0d1b30f8d5a4b83e18f470c6aed472b91ebaeea31fd05d268d402798f3c
+size 1635551
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L16.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L16.png
new file mode 100644
index 0000000000000000000000000000000000000000..74ce8adf80237a3fe44553fdb33d7a18dd48b534
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac3b3f345b936a0c1d00ecbc256f83e4c641f6a640a6bcefce032cfa675e4d9f
+size 1600650
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L17.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L17.png
new file mode 100644
index 0000000000000000000000000000000000000000..034231a29331a7b13363ba7fac25060f55943fe9
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94a8abc20cf80c60a9d52fe43951ccabf5547647017a41d2e78c354cf00e655f
+size 1624457
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L23.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L23.png
new file mode 100644
index 0000000000000000000000000000000000000000..30e03cae3bda9ce544051ea895211ee73cda2a2a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:593b7f481e47173fc626fe56ce2a1315921563e88ce107237972f6d798bbde2b
+size 1385758
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L24.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L24.png
new file mode 100644
index 0000000000000000000000000000000000000000..a908218638fb3343f8827162507d7b9d5fd4ea6a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0481d7040e9f5c2423db8f128438b99ac5191b9b24c7a2cd1450d4e69e2b592e
+size 1454775
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L25.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L25.png
new file mode 100644
index 0000000000000000000000000000000000000000..00c0694419d76ccbf3c099c1c95d33a0e803e2f3
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4546dd606cc8532fe3ee396e08e1606ce17718be76dbc535134e7c2d5cb5c035
+size 1374269
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L26.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L26.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae2cf34cf670471540b18115f683068b3b9bfa28
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:334f408aa8716f299c0e51642ca82235ae0159b4bac9b99f97a202ba90c5d791
+size 1465978
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L27.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L27.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbd0bc9ebe1fbb57901d706f62f27075bd5bfac9
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31c119f3159f8f5d5381bf1cccb17d05ad8045d012cbc76913d6e89eceeea752
+size 1585307
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L4.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L4.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4410a43a2c3e9382d81d15fef4ca99a7959daa3
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4182940e04b88851bb3efc048fdbe79f83e89b8762fa049627cf0761197b610b
+size 1504208
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L6.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L6.png
new file mode 100644
index 0000000000000000000000000000000000000000..de27c6a1ac9f74b4c6fc31c55806c5b788c77ce6
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5989f9d0331ab75261b060856153c229be2742d95fdbe8f1e99f6d647bdb0ed2
+size 1557643
diff --git a/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L7.png b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L7.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a6e349db7537080ca9dcd077e7f83fd7166ebce
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila/plots/all/pca_3d/pca_vanilla_L7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0676a3ab3bff2307e2c2311e1d035ac281b280f4fcc415bfa8cbc9da6a1d9ee8
+size 1477310
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_category.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_category.png
new file mode 100644
index 0000000000000000000000000000000000000000..654849c177ac4f19ded0b5875743999d4be42a1b
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_category.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97fb6d7b4980ead1ffb086d8342a41441a783f1215c6e5fbb3ec1f02ae045b99
+size 115914
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_chart.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_chart.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f25a621851726cdcf443d5faa3a2f1b83215afd
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_chart.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58f08ca3d2aabd1af284e06face62450803127abf5473309182feac542a66d90
+size 409972
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_group_bars.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_group_bars.png
new file mode 100644
index 0000000000000000000000000000000000000000..8572c22b033d4c8a94ee4d0223cb5374328047c9
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_group_bars.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:612124724077309425d3ccfd575c0835eeb52380eb779987b9c501c2c73237d3
+size 80951
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_trajectory.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..fae9ea724c268a447a9db18880f31661365c0d6e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/accuracy_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51c93e77409c702647d0bd3862f6594320d4042a46a3ef53e5fb2e72f7f9f4de
+size 299557
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..de134f032f2b1a25d66814d5d8ca06e6271fff93
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39be2de1c2ffdc32f34fd1a7fbf0bea9bbb916e7d620c597359039a1bddd3305
+size 90589
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..dea5d846192854dcebefdebf1e7c6c44fa39cffd
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb7256575584d1e413ed028db79f648bd910d48d3a9eeb8b0c0291a39f42753
+size 96292
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe0a92ec71d30d054947803a215eba4f7f5c63f7
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad541e275992aa8219ddd3afec0b36d1750ff503a9bd087376cc5bc8bb35b5fd
+size 92134
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..43c627297881ead9d824ab7bc62892d6404266ab
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de20f81f7073278d71df59181450fc05cd046c905c34f68d0aa9ec55b304d9a6
+size 95051
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..f419a33302d98f45f3ad8090c9c7686543c35207
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c0776036a30ead3bd894b08821798f395346299b7abaca279670de65ad6420b
+size 99364
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..8839dcd75f85921ee3acd2d886e0b40b0385795f
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/accuracy/category_accuracy_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb52a122b8a1cb8d48e90c223c91eb70dfd95f82c128c0b6c90ac12c3038929f
+size 94123
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..15ca87fdf4a0557afc17f55c3e6916ee5634efec
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8249381797bfc0ea3920f357f16465470086af0220e00150eb4afedfe2cbb172
+size 282605
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..d438c44d257a503fa8c712d63e8a93f16c4af412
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d6c914f083e0b45d735a251d4617f20047a6c2d36ed5e86ab1252be06a64820
+size 274875
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..855db7e58fce4048841e6d276b8b41d87b5041da
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02bf6048625474b9c961eb92f177e54be11c615deb7ae0f6d3456d0cb8ddc852
+size 280754
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d5fb68bdaae832f84982aa76d5ffe9d997455cb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7c5ed7be5f80a9f1670a0a18829afd4aaf60c922ce895fec06a7517e21291b4
+size 260686
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e5facce346894cabe071d708153bda2d2bf9597
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0994367b66f3c8d5888712b4df69c99a055824893bbae8fcaaf40b66350951a0
+size 267146
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..d31e81d9fd1364b570baf0663cd282e32544d9b1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_alignment_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c519fe0c4984ec39c68cc623143a6452b71c78cdd77c4a26d2df46abd848f27f
+size 247688
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_alignment.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_alignment.png
new file mode 100644
index 0000000000000000000000000000000000000000..5645840d99b0ea3446032f818742b92cd927d732
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_alignment.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a96d62e0e862028ce19296a3cfb4176933c02132430ae5731a9e88514518a511
+size 521527
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_sign_corrected.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_sign_corrected.png
new file mode 100644
index 0000000000000000000000000000000000000000..83803fcb59c90eba47af5b806fc36c82fa641543
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_sign_corrected.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34443f6641bc7bae76fd700d6e8ad9e1e1b0101da1098d7a1577d6310a7ce3a2
+size 635870
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_within_cat.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_within_cat.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad9826a6660ef591ab410f8d1d2719c372b0ca40
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/cross_scale_within_cat.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8013c9a3feabe390a5ca7863e472e7f4ca40e942ad9ac2b24e52939d298df311
+size 1263906
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/delta_trajectory.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/delta_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..b2d6c932da9d5f989b958239de76b7c68de246ac
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/delta_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:656f6b93923872c9abd3779c2cbbe78a878fbcd320557e84fc655b9e87d2723a
+size 924467
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_bars.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_bars.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a799925956eb1643e2b62495ce967938d9cccdc
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_bars.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dcec3eaf24f81fa90a08fe58f811f32f28352407f09a1152fcdf090182354a5
+size 140456
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_trajectory.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bdbec734b5717ac6c10818cf338eaced4a97fe8
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/pred_stats_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b796e3178888f13c6b8d431ebd6836211fdc1ff0a7a9860341a14ac3a113f474
+size 275472
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..e913a78a6c34dee562e126fbb7a4714c67ad411e
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c35775b082de305e3c1d2cb92572d6d85e00265434e389b61936537744dd893a
+size 194366
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ab9dd24a7d60048c980e01bdc27e2c22e10b0f1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:652bc813bc1154bf63ea550b3e5becaa4c3da0dcd5958a89dfa16b911c774dd3
+size 200237
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..6282d0766652366d26e9184a8204c6190b59abcb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8e596b8a031025a4622e5cb2d9189cb41d7ec486f95bea70be07c957da51826
+size 192214
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..d96c4be1eac1b0036b1f01cc2e65630c3ef55533
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c032c33d58155b115514f916ba836d171efa95b6af0ef29a3b0b15712a3c3318
+size 192834
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..0cd631b47479f50c33c5f4f649a573b3c8b8c420
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2d05b6a0a127cf87e07b5abfd986fb24594ed1b40e42164d73ea2d9df34d02b
+size 218826
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5538082e83eb64f7b704bc3f587f2cc72c55a58
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/sign_corrected_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d59eb0af3e603c1ac02914d112107b7db46cd35fbd8694385f1cedf23f098d
+size 179224
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/summary_barplot.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/summary_barplot.png
new file mode 100644
index 0000000000000000000000000000000000000000..19406651ff64e7dde15d63c57bb69b702520a39d
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/summary_barplot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ac0547fb8bdf2269d5705aadfb8fae46c964997d9439b8a8fce10699b7203df
+size 214288
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..92c319c7bb1fbafc2bc3a6b36d42743eaf0a23ab
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61ad1640009bd3e4a2f146e355cece2daffde77effd01f17536185b6071e2996
+size 231763
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f889ab3f65f137e8eca1d82010b56d3976590ff
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb89a6be4dd08c6777982a18f17a3ebc9f05c419b0ab6d40da397af43566e248
+size 258881
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9b1fa65783e4719b496cb9b9633e527eeb96fbe
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca587dd2000e94350e152b934608877e5e213ca4f13fcc6f4d1c109b0ed7ed11
+size 239141
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..47a139a601c11a54a1a95158be4db8a8c6086161
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6ae50ca0faf653fda4c3f779eddcc13e10963960dfd4d6977036a25626c7c54
+size 257249
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..be461f33902245660a61b8293740d3ce4c617fb6
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7debaa34e85b327681f6cfd15d5192e0c243b0bed547804dc457fb64926f3d6c
+size 279771
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..498848194333e9d979351569f3a44ddc12b98933
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/all/within_cat_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd288ca3390d770aaf32409ffebeff1f6773748439ecd54cb8bcde968cabe291
+size 224769
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..15ca87fdf4a0557afc17f55c3e6916ee5634efec
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8249381797bfc0ea3920f357f16465470086af0220e00150eb4afedfe2cbb172
+size 282605
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..d438c44d257a503fa8c712d63e8a93f16c4af412
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d6c914f083e0b45d735a251d4617f20047a6c2d36ed5e86ab1252be06a64820
+size 274875
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..855db7e58fce4048841e6d276b8b41d87b5041da
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02bf6048625474b9c961eb92f177e54be11c615deb7ae0f6d3456d0cb8ddc852
+size 280754
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d5fb68bdaae832f84982aa76d5ffe9d997455cb
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7c5ed7be5f80a9f1670a0a18829afd4aaf60c922ce895fec06a7517e21291b4
+size 260686
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e5facce346894cabe071d708153bda2d2bf9597
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0994367b66f3c8d5888712b4df69c99a055824893bbae8fcaaf40b66350951a0
+size 267146
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..d31e81d9fd1364b570baf0663cd282e32544d9b1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_alignment_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c519fe0c4984ec39c68cc623143a6452b71c78cdd77c4a26d2df46abd848f27f
+size 247688
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_sign_corrected.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_sign_corrected.png
new file mode 100644
index 0000000000000000000000000000000000000000..f99e77fb557a9f5b186d703940b1f1661f46885c
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_sign_corrected.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6bdb0b30f020bafcf7c926a3e0dc7064bca32449d105ca6fb24a61ebe92c87e
+size 704793
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_within_cat.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_within_cat.png
new file mode 100644
index 0000000000000000000000000000000000000000..c44be8b19cb2add29efd2dcf78265916de4d363d
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/cross_scale_within_cat.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1771a52eaca7a85c75fdb2f77129894dfc0fbef922f61b47d0fb149d2304ae73
+size 1391912
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/delta_trajectory.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/delta_trajectory.png
new file mode 100644
index 0000000000000000000000000000000000000000..db9a1cd1f3a7a479003a8881223fc62518b922f8
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/delta_trajectory.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f036eec126476d6a4f5a0ec01f43de1ed106ff99a91b9c528ac420847ad525d1
+size 870885
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..75604df411e56f96d8b9e773db5c7c20d208fe8a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b97d601472ec1a431f1712c026dfd6d5ba67ca560f067de6a48fbe47b45bc9a2
+size 240036
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..9568eb597880672d850a7f844b2f7183a200d5e1
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e4226955f646570b8f2e3a9528c3f3628be021ba5e1f83d6329674ab9e9e4a3
+size 200882
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e86f005e4c6e1b2402183c9077998677a6d4ade
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8b4676652a98a484e2159d1199a4c4faaad76b1e7d3061e0806acb73b60dffc
+size 256955
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb70597f94683d9db1615698c8c2f49afd8ccd38
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f400a556c24457c2d48e656e315dc8ab57353795259a29f59d9b41e0aaff7d8
+size 205889
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..c42102aeeb578f0e66a3b0d955a8c3f9a5aa5941
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ba16003de32388430552d6c884a4002012e7548f6c57c34f8290f94cddeedf4
+size 219804
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..2acacd6884b1508d4f56be1e8cc8e2609d28d465
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/sign_corrected_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85aff5d46badfde4a46a67f799cca5375a91828597d3e3b991f4b2912860b500
+size 195691
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_2m.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_2m.png
new file mode 100644
index 0000000000000000000000000000000000000000..bfe77bca44743719b26d35ebeea4693e18ea7d4d
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_2m.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09269c133c7f8f048c1ffea98974fccb222262719bb5cfe18d4e854dbc52e82c
+size 296625
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_400k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_400k.png
new file mode 100644
index 0000000000000000000000000000000000000000..061bfcbd8326673a8ef2722b867615ee8e40bf5d
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_400k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a378ee6b97b162acadf185a0452c0095de652a12eacaf8572a3c18d1c6d74d1
+size 260446
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_800k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_800k.png
new file mode 100644
index 0000000000000000000000000000000000000000..26bb856da7b794e0364f3d8461395c0bbb449a47
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_800k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:932d13479a0c7b3fdf23dec8bf92a4953f532598eb10310727174c97a23cbef8
+size 296193
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_80k.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_80k.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d0b6133196144c3a2bbd8ad3c96e0f263eec0c5
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_80k.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b45651056ee17654e4010821b0241527ee2ff7bda9391b2a4b2305de86550865
+size 269425
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_roborefer.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_roborefer.png
new file mode 100644
index 0000000000000000000000000000000000000000..d10859602fc2070a96391e6e8eb9e13c70605981
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_roborefer.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8612acecf3b3da9892ed330429fd70aab25b7e5a7dc5551d300f46806b2bef60
+size 271556
diff --git a/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_vanilla.png b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_vanilla.png
new file mode 100644
index 0000000000000000000000000000000000000000..64b3a05682b504a63dee55bfd6a3af0a6f8b513a
--- /dev/null
+++ b/swap_analysis/results_short_answer/nvila_with_roborefer/plots/both_correct/within_cat_consistency_vanilla.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:175ec9c0f4b15f4442022f14e37f830fc7916230fce41eb4cf636b9249b5fb58
+size 248825