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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..8461a9e6752a5d2ddb1c2509a848b268f482dc01
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..fbe4a83552a05ec3d4d430fc4304e97028853b21
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=0/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=8/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=8/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
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..a845a8f100b5e18ea73887eacf8e1faac37d48b5
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..01e30128c5447c2971f483052eec34189dd7dcd5
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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..f0abb79ca98308fd319310552150e9083bc555f6
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..227ade1cb28b97b3d819da14bfd7d5be333017dc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..aa60db5d4fde20b86f44f3cf6dfb0fe6938e0b7c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=1/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=8/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=8/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
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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..38ad829a04798ce7e4b74012e3897b26265d45ce
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..8bdd807d463b8de701825e619ca651200a1d3ff7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/seed=2/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=8/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=8/seed=2/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=8/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=8/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..6451bfe5ca847587a3fc377f2e417135d520ab21
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..9d3973bbc96e67f1e5c877575fed6e413bb32d00
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=2/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=8/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=8/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=8/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=8/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
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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..f091be1d211260b6f1548d4173787a0fa579ce16
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..67f40fa2c341543e3d62bb3d3bad73334fc343a5
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..a8507d85897b27f7f6718e19e82023993f72927c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=3/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=8/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=8/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=8/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=8/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=8/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..def704e3917c47858b6d0853efb0b9e665453366
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..23d50e8447e5fe616d62e014b621f217c3776f89
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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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--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=3/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=8/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=8/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=8/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=8/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=8/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..20376f557fed3d848223fbbb39b2fe6d61f9842a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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..0bc268d592f7e25f6265a5eb49dcf60d9631e544
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..c72c5e9cc65395fa368c510df5524bd1cd36adf2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
@@ -0,0 +1,3 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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..161530f3c978e15b07b9f4e771d5182fdc6e4c5d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..05f4094800529f4dabb63e14a61e82453a289012
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/seed=4/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=8/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=8/seed=4/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
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/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=8/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..4f38bfa9b5a50a22a4210535854312884a16971c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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=8/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=8/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=8/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=8/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=8/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..67f7af943099c8606a0af5c71aa5e8629721a4ce
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=8/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/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c12de38ccd8b96745474d29fcdd4a4b26379edc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/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/dbpedia/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_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd36e07ebf50bb73a4a22a38e03cc38c86890302
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70404beabad02964d188022fa430d0fa82412011
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/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/dbpedia/size=32/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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--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75927f0974b8a65be862485da89c8b41178c936e
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb436c4fe49588db2c1b8c7fc37f76994c770822
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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