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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=16/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=16/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=16/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=16/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=16/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..dbab052402623a0feea5dd4cc72b342ff0e66716
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=16/seed=1/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=32/seed=0/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/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=32/seed=0/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=32/seed=0/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52aba63326efdd62734726ff6da12dcc1c0d7cb2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..461d4ea2c25804adebc1dee2dac6b20dc61c2bb6
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..f7ab2698b437c1ade5302a5e602a76d2c0a37a66
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/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=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f768f9c6975b6adadae9e326889c7c699425b82
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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..f0c4d6bac3b7150366824db4dddf13ed4844a05d
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/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=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml
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index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/vector_scaling/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/dbpedia/size=32/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=32/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=32/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=32/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=32/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..90a0c24edfb0afc066fd548eda4e4797cbcf4730
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/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/dbpedia/size=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b10b8709315a7e529cc9694c96f0117fab839a3
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/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=1/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=1/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=1/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=1/bias_shift/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3536f811c95f998944b97aed7affd2c62d802174
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/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=32/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=32/seed=1/dp_calibration/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
@@ -0,0 +1,700 @@
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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..63a9c285c7f1ca67f57a91b69933f6d76e000d18
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12004f7e9258147bc4782c3308d01aa1c0343c49
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/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=1/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=1/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=1/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=1/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..283872573699aaa79f64bfcf9860a50766fcbc11
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/seed=1/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bce66f06b4b780e6fdea79ad1808e01c99594162
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/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=32/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=32/seed=1/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
@@ -0,0 +1,700 @@
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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..6ad707f8281431ae1e80e1d33c7c9ec29fb6dd63
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/bias_shift/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6b55d4fb9d8b5d16c25146e777dd18db1d17592
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..4ad17d05c3a6390f92614908488666b89fea73af
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
+{}
diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..977e05789a821bbd34e47a736dc1aad3ee5d6abd
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..ec9760e746a0cb3ed9c4f0f11899b7588002f2a3
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=2/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/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=2/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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/dbpedia/size=32/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=32/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=32/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=32/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=32/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..299e3cc00997c2239fdf80f48f832904cfcf540b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..227c49060c1681f8eba252fdc8df1c75578477e7
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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..4bee26757dcbcbdb50242079a1883f0dacfae646
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=2/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=32/seed=3/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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/dbpedia/size=32/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=32/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=32/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=32/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=32/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..856e7bb0d3990b048412383123876c5aeb57e59b
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=32/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=32/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=32/seed=3/vector_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/labels.csv
@@ -0,0 +1,700 @@
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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..845f087435f2b26ffd7e5a125bfcb3a911dd3657
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..bc93480ff26f25ce98b4f8bc15a93a8a1193fa3c
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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/dbpedia/size=32/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=32/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=4/dp_calibration/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38f3e3013eada9a0d42c6d830fc09ca88c339b4e
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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..abc1bedb3f76d4e8f1800dfd6cf9349d924835cc
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/seed=4/vector_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfbf08452d741b98d5cae07bc4e5759d6ef523ac
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=32/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=32/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=32/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=32/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=32/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=32/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..b3fd1b40114922e2555465ff7757cf4a8f73d2f7
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/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=8/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=8/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=8/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=8/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..c9f898781a7bd41088d62d2ed4b4174f59d867c8
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/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=0/temp_scaling/0.0-1.0/0.0-1.0/logs/hparams.yaml b/calibration/qwen2.5-7b-instruct/dbpedia/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
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed7176b84b7602537183d475063d517c351d1ff4
--- /dev/null
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diff --git a/calibration/qwen2.5-7b-instruct/dbpedia/size=8/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=8/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=8/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=8/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=8/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..7d41c2031c0b50088253abcaf87278adfbec72b2
--- /dev/null
+++ b/calibration/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/temp_scaling/0.0-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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