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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d5492b6fe835035490cb578834d02bfc253747c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd1ff9b87183f78f98d2c92d72f13a69b4437f78
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/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=32/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=32/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..b32fb5398f182e919194838bde7049455160d8b5
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a12fbd5dfa32da97e6f9132a355d1bb238af978
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..937d9aa708745c59661e0e497b77ec5a5890e01e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1caac1d83e20b5c910f6a3fcf6619f7134730913
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/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=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f72ae66140dd8b437ebba80688e68235adfd8b43
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/vector_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=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/bias_shift/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=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41c441784c2ca338ae804e61db093407b8fb1f99
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f6dea1a5342dfdec3d014111e26f90a311a978d
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51eaaa02ea09290985b722850ffd3819ca48ade2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11f22e976360c420edb1dc2bad230e908cb43b61
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59086fe6aac7af6a935fa3ebc94b73b6073a0528
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d127777dbcf81702ad04b5f01331b4f0cf877050
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c504b4b8f06dc5029bdbfdfbac860ab6d603b7ca
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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=32/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=32/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=32/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=32/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=32/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..3ede741ebf10c5a5ffd9dec769dee31c2f965f08
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5037ac58511157332008053ba98e3b4bd0f64322
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/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=32/seed=3/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=32/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=32/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..343350f95238f80f2e64a2c46fa632d37cebb8ed
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/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=32/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/seed=3/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=32/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f591c5760e3c1db982b6432f04715f296d178782
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/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=32/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=32/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=32/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=32/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=32/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..a161c8aab1c13d7f06791c5d31db4ed71546db9b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34a01fcd19390a948d95a3b0d7ed211e3fd60ede
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/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=32/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=32/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=32/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=32/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=32/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..1093f5fd2a4ad612113daf3c760587724f0c01d6
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/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=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/seed=3/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=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..974722b805e644f27135069a8ab2d51613a6a1cd
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/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=32/seed=3/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=32/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=32/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..6e47795d0e4e494a872f78fb2f8a306da0ee8149
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/vector_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=32/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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=32/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=32/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a0f53f4eaafc4fbc57ffc9b888a91286607158f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/20newsgroups/size=32/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/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/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/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7fce115048baf3fccf29df0181307de37ba76e2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f59530514bf10002ca2394d0a168c3ccb05c165
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/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/dbpedia/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ded2fdcb0591ad1fc402b15abad3dbcf7b176814
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/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/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d472315deb84772d00c056c2492dec7ef33941a9
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f1472bddce002feb58da3dd7832337887d5ffee
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
@@ -0,0 +1,700 @@
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa82ccbbc465cfe5d3fcb93f8ccadb2d4d8d10d0
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07557b919151ffab0118454a9e907a83d6046121
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=4/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/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca25c6d9333c01350fab857017c22f997af58012
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1859bc90ad7673d19d8508080441ac6e7e66527
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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