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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/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/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1fcee51ccc16c08d69c3c5f1db0a55512be7890
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47adf573bf150c4cc23387991edba3a4245f8089
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/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/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46641556f88ab429983cfb9a5110253042bfbc5c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..deac0486b98637a743a2c886af090d525b0ace6d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c216a30874d852269ec133860eff88cc2df7a2bd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bc48ae449d9d9cc51bd20844cb63d7eb1af0b5d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6149c1013f9e3ee025d0fcd27af5d8eba9291e07
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acd9f787335cb928dfcdc47da09caeacc8cb603c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..770540159a53ac7a5244c5cfac2facae496603dd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4929cc15b674f7f23e48616cba03def9e74931eb
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ebaab5658ed5d479600f22edefa5a1b38e73803
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4313ba924299c73e1e5780de8231f1662b5adc4d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bc90ba7802718f69c53de1028da0cefb1d6cd98
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed507e2f25f74bd1189d3e50fc516255950388
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e93abe9f4ae8f5cf6f68516f2947f08ec08c5dd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/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_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/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/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7ef70f2b2cc7ae7e4372ed6e969ce54cba69ad1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a1f46603e2f0c122735283a02828b708db28db7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/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..d0c31900122fd1fe9c5d94ed5a3c4d4ddc15be2a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/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_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5e7df9260077a31c65647169c84948bc7e8b812
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9635b20204863c2486c344f4f49b966cfda0b273
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..601d362ee71654fbabc7e9986da79d8abc917bd8
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98f2e7c7b0e6141c0ddea88d9e7115e68ff1ead9
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0c53ba18fff815d1c21106323a9c9883a724678
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1736169611.gamma.255302.0 b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1736169611.gamma.255302.0
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/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/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..450620fae4e77b4979d3fffcf1da9c6808d52f8c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c42b03ccad4b1019811cf6378b61ecf7ee6ca6b5
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..e241eaed7c0a2470d0b46bbe67f59112db047e31
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fed620a32e5d0673574e490215a3ab538c751ea
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..622e106d1f8825ec4c505820767cd2ada8370052
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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