diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k128/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k128/config.yaml
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k128/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k128/sae.pt
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/sae.pt
new file mode 100644
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--- /dev/null
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+size 75548904
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/training_log.json b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k192/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/sae.pt
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/training_log.json b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k256/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k64/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k64/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k64/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_16x_k64/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k128/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k128/config.yaml
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k128/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k128/sae.pt
new file mode 100644
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\ No newline at end of file
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k192/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k192/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9ca366d8dc779a2feaf36e563bbe91e6819f6f16
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f6aaa3aa07f61c864d218c805095922aad3acb6d
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/sae.pt
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+size 151095528
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/training_log.json b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k256/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..1659f24c950b7f70504517477a2b74e841f72104
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9cd3cc15e818edbc8f6503619426240288fb9960
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b3b263bb1169d3b8e1c653158a1286a20e0c166e
--- /dev/null
+++ b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/sae.pt
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+oid sha256:bd0049ab4cc93743a190a00e1dcaa821f785df05b6cd79f12b5305b62167ca9b
+size 151095528
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/training_log.json b/checkpoints_100K_60models/clip_vitb16/batchtopk_32x_k64/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c587eebbedef09ef6652863a1e3caf7c7c4fbeb
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k128/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k128/config.yaml
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k128/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k128/sae.pt
new file mode 100644
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k192/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k192/config.yaml
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k192/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k192/sae.pt
new file mode 100644
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--- /dev/null
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+}
\ No newline at end of file
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k256/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..faed73b4949619a030d5a8a15605597c5e83d0b5
--- /dev/null
+++ b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k256/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/clip_vitb16/layer_11
+architecture: batchtopk
+backbone: clip_vitb16
+batch_size: 4096
+d_model: 768
+dict_size: 6144
+expansion_factor: 8
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/config.yaml b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..92ccf890f20af5669d8427efcfeaac4ead9f93bc
--- /dev/null
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diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/sae.pt b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/training_log.json b/checkpoints_100K_60models/clip_vitb16/batchtopk_8x_k64/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0efd43c64a4a4a20ec73f78dfcfc52bd3558f00d
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3fdc4390bfc576487eff1d0616fa5e8a69801825
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k128/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k192/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k192/config.yaml
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k192/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k192/sae.pt
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k256/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k256/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k256/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k256/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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+}
\ No newline at end of file
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k64/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..228a44cd521d9aee969e74092b19dd9038dc75bc
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k64/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/deit_vitb16/layer_11
+architecture: batchtopk
+backbone: deit_vitb16
+batch_size: 4096
+d_model: 768
+dict_size: 12288
+expansion_factor: 16
+k: 64
+lr: 0.001
+num_epochs: 4
+seed: 42
+threshold: 0.6731325586636862
+total_steps: 19200
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k64/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_16x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f794127cdff10555d0b97d2f4db06906840fd577
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..bf7152b1a27db3ca55b85a69b57f83025520dd07
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6607a19fd8372341ad53869dbf055d852dd457ab
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/sae.pt
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+size 151095528
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k128/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6769688f7aa909c0487d9f46c3066321a96de629
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k192/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k192/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k192/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k192/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..12858ee5b5fcc0b5542e1d9012e5d335221602f2
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c471b2a08ddb181d43c0eb67f18b31cc09d980af
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/sae.pt
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k256/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k64/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..69e1f7aff13beaefce14df124b9b8cd05c4094b6
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k64/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_32x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6e580cd5f984efde71476c252d9ae0b1b4084a5
--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ae3efe63946a03ecaf9d588059ee250caf349460
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/deit_vitb16/layer_11
+architecture: batchtopk
+backbone: deit_vitb16
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+k: 128
+lr: 0.001
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+seed: 42
+threshold: 0.6143695513407389
+total_steps: 19200
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ccaceb0ea1f486ce9f6096ff9dff1b3957ad16eb
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/sae.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e4e31923809e7b14114b706ce936280e7e0e7f3f71904da39c9426cbb4b444c
+size 37775592
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..34b73c46c818a436664464ad51ff4649f78dc7f3
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k128/training_log.json
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k192/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k192/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..06b02550e4b5a13b153e97b0da87cf439054c5e8
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k192/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k192/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..4ccc1516c66dd8bb8f81d03a61854604094af347
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k192/sae.pt
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+size 37775592
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new file mode 100644
index 0000000000000000000000000000000000000000..d1112f497cb501b65f1417cbec5591efbfb73d5d
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2b1d284d1be234d25d2a7ebe78327881cb074cac
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..fab96d3ae90bfd29e70d8bd618f403a2e55d9281
--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k256/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..efdc669a73fc680d0b685f24b59f14d169f0c7c7
--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/config.yaml b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/config.yaml
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/sae.pt b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/training_log.json b/checkpoints_100K_60models/deit_vitb16/batchtopk_8x_k64/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k128/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k128/config.yaml
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k128/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k128/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k192/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k192/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k192/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k192/sae.pt
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/sae.pt
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k256/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k64/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k64/config.yaml
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k64/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_16x_k64/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k128/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k128/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k128/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k128/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/sae.pt
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k192/training_log.json
new file mode 100644
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--- /dev/null
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\ No newline at end of file
diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k256/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b4f94ed725d8f73eff024d54c7843c95de2d6199
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k256/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/dinov2_vitb14/layer_11
+architecture: batchtopk
+backbone: dinov2_vitb14
+batch_size: 4096
+d_model: 768
+dict_size: 24576
+expansion_factor: 32
+k: 256
+lr: 0.001
+num_epochs: 4
+seed: 42
+threshold: 0.33782867590586346
+total_steps: 25040
diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k256/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k256/sae.pt
new file mode 100644
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2faf613b5f07d30d07255be970bec008ddcec683
--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bc22c5c6857a34b94e992ee83310c881826b528f
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/sae.pt
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_32x_k64/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..92add39f1615331920007b5d94cc18a67d181415
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/dinov2_vitb14/layer_11
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+total_steps: 25040
diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0964840616bb21706b7f6747e2974c828406c1a8
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/sae.pt
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+oid sha256:3e17122beeca600353d12d785015a4defba235d8139780727b022d3947523c92
+size 37775592
diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a03dbd8164aa9ae33bf816a82398758d306d846
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k128/training_log.json
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..aed6cbd69867a71578ea183e030983f842d8462e
--- /dev/null
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+total_steps: 25040
diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/sae.pt
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..995d1fd4b93a8b57313ddf436bd6ae55cc2f40ab
--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k192/training_log.json
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k256/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k256/config.yaml
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k256/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k256/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/config.yaml b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/sae.pt b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/sae.pt
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diff --git a/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/training_log.json b/checkpoints_100K_60models/dinov2_vitb14/batchtopk_8x_k64/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..327ace8899e6c7b5fc93f1416707a8166421f9f5
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dcb0216190dfd9f208ab81febe40e2195debe6b2
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/sae.pt
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+size 75548904
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/training_log.json b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k128/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c816f30dad6895427453d48cdb5a9a8789e0ab9
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k192/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k192/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k192/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k192/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k256/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k256/config.yaml
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k256/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k256/sae.pt
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k64/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k64/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k64/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_16x_k64/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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+}
\ No newline at end of file
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k128/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..688b3656ba7f929687b452c528d4d1ddd0055989
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k128/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/mae_vitb16/layer_11
+architecture: batchtopk
+backbone: mae_vitb16
+batch_size: 4096
+d_model: 768
+dict_size: 24576
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..6f63f1675504acaef617d3178a91ba3ae093d075
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6425eb39078eb4ce4eff9ec34281939b5d325765
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/sae.pt
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+size 151095528
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/training_log.json b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9328eb41058edac6dbf819569e2cc9700b511af
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k192/training_log.json
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k256/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k256/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k256/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k256/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k64/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k64/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k64/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_32x_k64/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k128/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k128/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k128/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k128/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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\ No newline at end of file
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..02a136dbdc63ee361c9f35aae2cbef6ed1694fde
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/mae_vitb16/layer_11
+architecture: batchtopk
+backbone: mae_vitb16
+batch_size: 4096
+d_model: 768
+dict_size: 6144
+expansion_factor: 8
+k: 192
+lr: 0.001
+num_epochs: 4
+seed: 42
+threshold: 0.7101679841677347
+total_steps: 19200
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2635e75f9ce277de2da1974042def06adc477ea1
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/sae.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/training_log.json b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k192/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f697779e915ee70e1954e8c3c0fb9907db4b701
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df7a3f3ffb7f78f0b31e379069cc643f6cb77695
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0d5557359f21d8ba185b8e5d11f0ed39c77e1d5c
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/training_log.json b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k256/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e6994b3d57f8b6055c43bea6d9f78e2bf0e20e0
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/config.yaml b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b23dc8713a55c82426411bea114ccacbdb1f6166
--- /dev/null
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diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/sae.pt b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a4a3ec5174b2d828032034e4efcb1db64e0a6b2b
--- /dev/null
+++ b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/training_log.json b/checkpoints_100K_60models/mae_vitb16/batchtopk_8x_k64/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..81d4ce8459a6b243273558472b6d068fc8aa34f5
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k128/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k128/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k128/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k128/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k192/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k192/config.yaml
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k192/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k192/sae.pt
new file mode 100644
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--- /dev/null
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\ No newline at end of file
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..56bc59acdeed5378b01ca4f20e5763692e4883fe
--- /dev/null
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+activation_dir: /scratch/ds5725/visaebench-data/activations/siglip_vitb16/layer_11
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+backbone: siglip_vitb16
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+threshold: 0.48160069187482196
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c082d6cc34b9086b8568cb32c2722e3098ce253a
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/sae.pt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:b1e2b5fad491309d6344f7fc78d46f304b2b6827cb28e283423370d8d655ba7b
+size 75548904
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..45248865575fcb49dd4b1c05998c5c2492059f8f
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k256/training_log.json
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/config.yaml
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index 0000000000000000000000000000000000000000..6321f44d7a2695d54bfc5b4ad743c9fbe7045859
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..54a05dcdfad97471d861a98153d819cbdb4553e4
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/sae.pt
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_16x_k64/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..02c7c116144b3e7c999f70f8e990323e673819a6
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b392536c2d457e1dd3cd6fb6cb64aafa527f47d8
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8b67f8e774d4b7b098f5ae2c35a23ab15ef7a2cb
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k128/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k192/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k192/config.yaml
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k192/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k192/sae.pt
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k256/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k256/config.yaml
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k256/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k256/sae.pt
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\ No newline at end of file
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..6d9c8ed9f17152c833dda6ff7f76772058c6dc64
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/config.yaml
@@ -0,0 +1,13 @@
+activation_dir: /scratch/ds5725/visaebench-data/activations/siglip_vitb16/layer_11
+architecture: batchtopk
+backbone: siglip_vitb16
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+expansion_factor: 32
+k: 64
+lr: 0.001
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+seed: 42
+threshold: 0.6485319137573242
+total_steps: 19200
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..dc773fcf4f2f062e3b74f15fd0b41868404e8817
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/sae.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0a431433815452072944584d10ad284718cc5e3d99809bcf2a9c0535dd35049
+size 151095528
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c84ebfee6aec6937f7440be5e90f2065ae001f
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_32x_k64/training_log.json
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..461073005d929d06f06080b97816ef69bb9f8db9
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e67d8154dcfb290e0dd50d5eee7dded465672124
--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k128/training_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fadd8027441df0c2b4cd86311e6f1d39eb61f0d
--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/config.yaml
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/sae.pt
new file mode 100644
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--- /dev/null
+++ b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/sae.pt
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+size 37775592
diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/training_log.json b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k192/training_log.json
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k256/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k256/config.yaml
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k256/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k256/sae.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9c8b8b999ac12253b8570273b951bfb1998b5585
--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k64/config.yaml b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k64/config.yaml
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--- /dev/null
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diff --git a/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k64/sae.pt b/checkpoints_100K_60models/siglip_vitb16/batchtopk_8x_k64/sae.pt
new file mode 100644
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--- /dev/null
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new file mode 100644
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\ No newline at end of file