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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/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/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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..c545d805d234fe2d9f675e69f3197eea9313e4c0
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
index 0000000000000000000000000000000000000000..ec20feee28c2cbf0f7560224e552ee8dcae0f39e
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/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/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..d0034ea26b1e50c12a048feae378ef80ef22eead
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
@@ -0,0 +1,3 @@
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
index 0000000000000000000000000000000000000000..6507655fe2c6b1d0cb29b91fcb8b6a244edc06ef
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=1/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/llama3.2-1b-instruct/agnews/size=32/seed=1/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/llama3.2-1b-instruct/agnews/size=32/seed=1/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/llama3.2-1b-instruct/agnews/size=32/seed=1/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
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--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/hparams.yaml b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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..9961b4d8383ef691bcb8619783ef9f79bb0f6241
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=2/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..3e24575f52b4a8096b83f2df9c84792aded3bd7f
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=2/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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..4c13a499d02aa33ba694218e639b87fb0af48aa6
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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..89a7978a2fe0156bc3273b5ae6ef6afa0de463af
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=3/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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new file mode 100644
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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/seed=3/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
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--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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
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--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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..14c543ceb3a62e770cf8d3183d2274deb274f885
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/seed=6/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/llama3.2-1b-instruct/agnews/size=32/seed=6/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..ed8c354387e2fb04b1d72a1f8621a854e60b93d5
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=6/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/llama3.2-1b-instruct/agnews/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=8/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/llama3.2-1b-instruct/agnews/size=32/seed=8/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/llama3.2-1b-instruct/agnews/size=32/seed=8/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/llama3.2-1b-instruct/agnews/size=32/seed=8/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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..71024f4af864b366e5faa66b399b6ef66de3f924
--- /dev/null
+++ b/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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/llama3.2-1b-instruct/agnews/size=32/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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diff --git a/lora_plus_biasshift/llama3.2-1b-instruct/agnews/size=32/seed=8/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/llama3.2-1b-instruct/agnews/size=32/seed=8/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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