diff --git a/calibration/llama3.2-1b-instruct/agnews/size=256/seed=5/dp_calibration/0.0-1.0/0.0-1.0/logs/events.out.tfevents.1737644305.gamma.1801813.0 b/calibration/llama3.2-1b-instruct/agnews/size=256/seed=5/dp_calibration/0.0-1.0/0.0-1.0/logs/events.out.tfevents.1737644305.gamma.1801813.0
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/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/banking77/size=128/seed=4/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/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f6d14177c1e1c5ddace13993c63fa97fe6c1a66
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
@@ -0,0 +1,2866 @@
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
@@ -0,0 +1,1000 @@
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fce90995148fa5520445f3091c61d756a19a943a
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=128/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/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/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f9dcd6c03165da625e1bf5ab2c9c529ded5c85c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7603bc4e6f8c221418d72943d79f70b9ed5ceb85
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/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/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01b8a6397c18d43e1bc59e5e3face6587c05970d
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bada4e5bc1ba173c483a95741212c2b924694bc6
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
+{}
diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a6647846ed28035ec35ad3f6393cdbf09aad698
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55eaa4384a7d739d5e2f4fb22fe5ed88b86f6fde
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/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/banking77/size=8/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c24513d5228e4660d39fec70103aeafe1ce0091e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccee75c85268a62adbe8a10a2ee039f3f4a7f64a
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97f636f739fb27bfe1abc9c6a81f36d8d14e97dd
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f88343089e2f3aed3aa7861ab558267d504de38
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
@@ -0,0 +1,1000 @@
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e958eac2d1b1a0cc1c5d86cfe5c9cc3c5328948
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..476cd0dad6f1ac3a1f62e96e3142ccc96f816849
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a449de89fa8cb80b08995ee4105f65abba98ee90
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6611da59c0d042d0a842589c312733d031f20606
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19cf4ed0a0d6ead70a7eca04c653eaffeb1191e9
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=2/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=3/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/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/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/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e2234c2cd78f323fcc3d08d997a1d03c6c09dca
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70954d027370ff83bdde00ba2886d35306a747db
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27fceec9c9e57937da9f2c49757a94e3f9483ca8
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/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/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcad633bb05148d9f9c7027e4737a2a63a5fb922
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/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/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf52f9493869f4f4219e4362fec8b30b075827c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/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/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a960332bb882422937f31ee5dfafa9658523bdf
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9f523121cfa67deeb0dbdec6153923dde47a81e
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4e28054d2e203f00c6d31b095910b2c98abac83
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a13441abb288ed646acf29c56f094e4d7346365
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/bias_shift/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/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/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4624d5792d6aa1f0b77463134f8312cfc00e820a
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/dp_calibration/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feb46f665effb180dde27890687ab539aef995c3
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4de1b5f4e931233170b4039765b03745f3d4bb49
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/temp_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
+{}
diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..602965abdd12c19c6ed8e2e1f33cfb315781c163
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/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/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10a14f6d0575c5fc9b03f8b8bff116709e8717fe
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/banking77/size=8/seed=4/vector_scaling/0.0-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=3/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=32/seed=3/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/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=32/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=32/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=32/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=32/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..e75dd0608b3c111039466ab832af6651c634505b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=3/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=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/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/dbpedia/size=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e36498940cf2363fef85ee2b55f65479010aef9c
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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..7a383ddc594f45bec68d51ff587b3a781a8c6b3b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=3/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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