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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e699180fd80ca0a275774aff7aa7929535695e1
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c66b7d0bb72116c2a1a815e3cfa3ea37e207a19
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..976cc7b4c945796c4a8c92277b803c4db13b1122
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..685e964f45bff77e5ee205c13039d99dcea852ef
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2cb6444a0689f85260cd188722ee83f0a1da59c
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
new file mode 100644
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a727b9ef12ebc3145c8789ed26b7042bd593747
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..034f81256c9f16eb1de9419b81b4efb3dc9f3890
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4a2ee5e6f4333cb83480969483acb1d4864130d
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f90ae07418f4d7c7d861938be41995d4b61eb25
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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new file mode 100644
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0456354ab3a1aa6637a94f90b9cb24dc1c778fb2
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70afc5671ab8b63aae38bf23331efb2a1270657e
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..067ca85d39bdf676660d8689e7a574a44802c98d
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2de0a3c06bc4db3998b151d88234ce874cf14d9
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..235027e54ab226915994bbf6d03fad44a39a234e
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93916704c182002e469dcf0f3578eb041040450e
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5013870bf500039bb162af4859e1656a411d98a
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd4668de9753adae92769be8a41ecb4b4d9d7472
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/dbpedia/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=dbpedia/list=test_700/logits.csv
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