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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e8698f874949436ad15c1b792722b435ce808ec
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f768192eda50113beaf8bdefd05c81d174597be4
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b2abce129001e72a884688a523037a53ab13f04
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce0dc8f3a642086fb8e82dda84da19095e822de6
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..511fcb85e9e69f8b18174e02c137eccce235c47b
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac77fdfcba9d28717cddb8c72a268997264ddaf2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe6b5e5b64154e1c9bcafeaf406d706c9823c58d
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8ce727b7162bbc269910c7f6adb1e385dc6794e
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c63d4a4c36b7c829f65e29ccc3764c0c717bcd1e
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c9a73254be5d4365393048d93e1bd0833ab91d8
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38683efe4ab23a4e80b910d835581695f33f8ff6
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ab2f428c4d5cffc7c69469347b623c68547745b
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbed675a1c291babf88e97034afadcbaff259046
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1bf598ac9d1f810e27d7500a55efd01028928ef
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee77594ad16c4334b6eb8d44302e25f8057018c2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0e1323a9b96ad2073977921501921026f825d3c
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5be50afb7102d82f27539ea7727b366ef5be6f96
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d58ebb2081adb6b41aacc953afc1dd80f0d28f0
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=agnews/list=test_400/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/agnews/size=64/seed=8/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
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new file mode 100644
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