diff --git a/calibration/llama3.2-1b-instruct/agnews/size=256/seed=8/dp_calibration/0.0-1.0/0.0-1.0/state.ckpt b/calibration/llama3.2-1b-instruct/agnews/size=256/seed=8/dp_calibration/0.0-1.0/0.0-1.0/state.ckpt
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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/dbpedia/size=128/seed=0/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e04ad985232f63ae9eb63bb2103a0d3bef8b1c71
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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=128/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
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--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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/dbpedia/size=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea0284e352e81d61b3c593ceaeea16171dda85fc
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/dp_calibration/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=128/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/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/dbpedia/size=128/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..362f866e02dc2b5e179288ae86b9959f0bc05697
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f32c321baa176650726ec9cfed6c7b0730aa573
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/temp_scaling/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=128/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/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=128/seed=0/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8964dce425791472fc48933b4bd69db0249d8a77
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=0/vector_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=128/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=1/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=128/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b338d13e3b19d5c7952c33f3acee9b8ae3579710
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/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=128/seed=1/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=128/seed=1/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=128/seed=1/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=128/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed54de2bf990a52a512b406f11d1f092ae43c791
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/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=128/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/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=128/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
+{}
diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/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=128/seed=1/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=128/seed=1/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=128/seed=1/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=128/seed=1/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fecb61ba52b7ed1dc4f9a71f4031e008ca449b30
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=1/vector_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=128/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=2/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/dbpedia/size=128/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=128/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=128/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=128/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=128/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..5fe84e1a516f172fcd86deb6895cec54f50ee5d2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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=128/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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=128/seed=2/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/dbpedia/size=128/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78d2695576e30f0a4dc40e23efec33679f02a02c
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..458c187eb7dcef62614b5d37b04119a70aa65a96
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=2/vector_scaling/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=128/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/bias_shift/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/dbpedia/size=128/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..095e7257520831fc71fde00b27cd4aa109dd630a
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..217535a07dd8cddec53a63e22a6015ae0cde013d
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/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=128/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/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/dbpedia/size=128/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9204d51adce2a6d45fda913c4686fa2d6ece517
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e1c95baf012f43361f7ef356db1025b9ef6d42e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/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=128/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=3/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/dbpedia/size=128/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68f9dfa06707ef4441b61dd41617aaea8eaf992f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed530840d97a77bd9e6983f692defdf5a519fe1e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/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=128/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/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/dbpedia/size=128/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/vector_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/dbpedia/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afbd2725dd853ef974918f43ff2af4c09c8dbbfa
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=128/seed=3/vector_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=256/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/seed=2/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/dbpedia/size=256/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/bias_shift/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/dbpedia/size=256/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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/dbpedia/size=256/seed=2/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/dbpedia/size=256/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b3d6d6f373c5e6d1aa3e667edac5349130dfc18
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/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/dbpedia/size=256/seed=2/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=256/seed=2/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=256/seed=2/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=256/seed=2/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=256/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2f4501e7df5622888b342a391349d689080b70a
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/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=256/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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/dbpedia/size=256/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/dbpedia/size=256/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff23b29fababb7634bf5e8076597f10d26a9790a
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/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=256/seed=2/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=256/seed=2/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=256/seed=2/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=256/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75c20a83ec623fdb4b77cb0dc069e6a6983c2a54
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=2/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=256/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=4/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/dbpedia/size=256/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/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=256/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=256/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=256/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=256/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..2313af21d554ab42502dd1596ba40c2c8a588c7e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=4/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=256/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/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=256/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=256/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=256/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=256/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..9f8fc7b948fe3111f95b4e13cc84c1be3d8ecd9b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/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=256/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=256/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=256/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=256/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..59ed9b090df840395ba6df86d98a68d7272f24ef
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=4/temp_scaling/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=256/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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/dbpedia/size=256/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/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=256/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=256/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=256/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=256/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=256/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..f26b3310eb72517b5a1d3c437299c4f15f5fb8eb
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=256/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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