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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/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/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..b9579ded2981f8a218cad98822616e2c2028b6e0
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3214ebe06f1caf20025c152260214fc85e1cd6c9
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ba76cf96a719c15d4749d4cc7ccbee5582bb4a2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/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/20newsgroups/size=32/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/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..636caa943fa4c5b351ce5690e70a89496082a6cf
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e97808b5c07ff5a3bff6f74c1b29836a4c5796b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/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/20newsgroups/size=32/seed=1/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
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/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/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bc23ea2cdf276f721685e1cbb9a17f9f9494c68
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/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/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd28bc41d03572b8281566917fe2080f20178cec
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/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/20newsgroups/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
index 0000000000000000000000000000000000000000..8fe3281c618c4cba49ce208654d9cf29215435b1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/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/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2c21ba5a83240a1869b6e64cd8da9aeabc77dcc
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fed94d3047d13387b00e18d86c41a6723c5ed69a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/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/20newsgroups/size=32/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..1b96fc5111d9f7fa3db98464174262184cb683ba
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
@@ -0,0 +1,3 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..270ede54f16ee08b3be1a8b5892a48d204dcaf72
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f552656c131d17027c1150c96112c0bcf8d02ce2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=0/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=8/seed=0/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=8/seed=0/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=8/seed=0/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=8/seed=0/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=8/seed=0/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=8/seed=0/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=8/seed=0/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..6f36a2e5b1e52f5cf87710812c02d9339ae3d8e3
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/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=8/seed=0/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=8/seed=0/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..fc6e532a7ff6187a50a11825b85e8872b7b19f9c
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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..c9634c126f298276a585e27e4cbad46943adf31f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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=8/seed=2/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..fc069d5baa1c23fb370839f4f876f5cebe4d612e
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/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=8/seed=3/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..971a032e270d22b2e19a79dbd1f7e5c254630e40
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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..2364a7461b943d8ae82019ad2141f6d48a719307
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/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=8/seed=3/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=8/seed=3/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..6ec5e38684060a3b3c7d8e7776bc6293ed518a00
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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=8/seed=3/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..0b953073c1a6d86adfd9660626c26e91cab2a919
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/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/dbpedia/size=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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..cf5708047eee09165de364a416e99020db25e21a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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..599ddd11109465bd8dd0ff9710db2e111885a0f8
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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=8/seed=4/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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=8/seed=4/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..3085164458bae246ad1af8395c32899a9a5bcde9
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/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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