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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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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new file mode 100644
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735248349.gamma.1218533.0 b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735248349.gamma.1218533.0
new file mode 100644
index 0000000000000000000000000000000000000000..ee402bab852e1257602e6532c87fb2e658b61e74
--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
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new file mode 100644
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new file mode 100644
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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..dab5ef23ce9871418591e99662769025a21b83b7
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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..c1607ee6abf3f8b2197400ce3c194391509c20dc
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=3/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=3/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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..db638af7f453843e5462424ff5e8b5b71de074bb
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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..4e3bb4cc576e7c8185b6a7ba8f163b041372d5e7
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=agnews/list=test_400/logits.csv b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=7/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..82d148a3957716f399a4984593d12213b33d0803
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=7/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
index 0000000000000000000000000000000000000000..d40a72cebbde8075dbf7e5351e08351723dfc57a
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=7/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
index 0000000000000000000000000000000000000000..94fb2006ababe2adc668110a6fa21e62877cbf8f
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/seed=7/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/agnews/size=8/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_tempscaling/llama3.2-1b-instruct/agnews/size=8/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
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--- /dev/null
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new file mode 100644
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new file mode 100644
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