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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4750baef26ea3d41f9bb11e635b0bd62a596025c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..831a99380dc5759e11a4c7b7f316ffa200ffe1ce
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bffcc3c2f4c48ce530995b8e9aae5364a3fe0664
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..672226ad73c53935b716988029b833bcbd50bc1d
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fb3b16ec226c37b1a07b8032b9879be09be9d06
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50ecbd81c11283e3d9595b4105a36b20081892fb
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57f55abe596ba913371ae82d028d22332f4f6efc
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1272aedbe2db7d1e337cf696d1276c4031fab83
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16cd64a6b370aaf45580daf353814942f84a3321
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69359dc5c3d14ea057ac3e1bd0bfe345474660b4
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f0f4431c33fe74e4044c3398c29a05e50ac045c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb72721f0296ceafc38ac5ea07071cbcf4c5d036
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d56330284eae20664187fdff9046d70576aa62e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57f5723260f9f6981091ae924380eab7f91b3cf5
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c7b1cd5e53e8a40695a8c8775b0cff564051df9
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e36e3f990f3f74458a09b6496e31e48b86a0d29
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9bb2d3dd35850e45fdf5ddbd41c3d94d4e19690
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..254b7569adcb8eddf73baaae2c4315891a22e102
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3bcb24a9a629a59fcb53a00009cba14eb1db5ee
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac3d78e4112e9138a0a56d0e15af4cb47fd23838
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2605b7b2118c9a495cbf4f03bc6697d5a3adbf6c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad321f44cde9d4a4685405ddbb067d385f33d673
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73c0ceaa383e745270dac85eb15cbb4e4fb3607d
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=5/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=5/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/bias_shift/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/bias_shift/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82a08a159fa07a2a432cf0f0a392749bbef39ebe
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/bias_shift/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4998c97907605a15f913ee722b31cbdc646621fd
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/dp_calibration/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4debb94838468880d104513797ce61a9dcc4034
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..920e9f38ee3133f440ee5859b2e353d439b2152b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/temp_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b7e92c15255f796c942f2768d43edd1f8abf58e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=7/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c61bd34b8351571edcef3cc61c152aa6d5a1896c
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ddfffbe6f86beb1872efb9398ecabf4b5424609
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/sst2/size=32/seed=8/vector_scaling/0.0-1.0/0.0-1.0/test=sst2/list=test_400/logits.csv
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