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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/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/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6312b8d5a988d6708f6ee3f73a4a2090e486d1c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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index 0000000000000000000000000000000000000000..41fbed689296daea3165db79c27a6609e558fa46
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12743098b6c7233b587db3693f78934f020407c1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=16/seed=7/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..883de4d9cdab2d2a8e0777271e4fce821ccd9e5d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/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/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3e47983fd65f64d95b91dcee9371fe2224c69b8
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4c26dfdf6e55b3befb2bde2a859b260e012741a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a946fcad4d5c0d11ad9a0facc421cd558bb315ae
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/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/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a6abe08b4cfe965ca49c3003562080e3d420235
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/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/sst2/size=32/seed=6/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/sst2/size=32/seed=6/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96c7d4ad9002506e58a9bab2108525d5fa603be7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..933952535cc94a7e5a1586c49892b817228fd7dd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/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/sst2/size=32/seed=8/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/sst2/size=32/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
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new file mode 100644
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