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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..114516c20e0e583a849cf14ee83dd0bb1b768708
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/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=128/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
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=0/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=128/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=128/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..17b0cbdae69f296fb1c80e16b89980ca35f73901
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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=128/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=128/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=128/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..b717156d86044374b06fcaff7e3a50e4f1ea385b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=0/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=128/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/20newsgroups/size=128/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
index 0000000000000000000000000000000000000000..4966e929a0c4f1efd716e906eaa06b2c91b4a233
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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..fe9d17128a55a4555f7081e53299854c25cb3fcf
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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=128/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=128/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=128/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..ae1d59e52f91ca1f84ef23cc309d5b03788a5a29
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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/20newsgroups/size=128/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..72c31f17bd26e74bca153412ac0615ca75f07a47
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/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=128/seed=2/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=128/seed=2/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..5db69a0b41a4d92038577b5caf363e1a9007ab02
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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..4a42bcb2f6bd57dd9ff212ac0e92fb6ebc3ae161
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/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=128/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/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..bb05d609ee6d5dc7e95dc4725c4487b46b942e47
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/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=128/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/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=128/seed=2/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..03015a5f0d41e91e828478bac6f19884b6d1bbf7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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=128/seed=2/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..ab2375e705a8404114e9418d4973e51ab147c180
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/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=128/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/20newsgroups/size=128/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..054b5d5b11308de856cea46b7ea50996cd3182b3
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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..1be13cff13376c475b5fe2456710deccfeb4c2c3
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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=128/seed=3/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..da56076b8980de7b7ee3d05ae41e19245e32f6c4
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=3/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=128/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/20newsgroups/size=128/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..f06dab48bbf91927b5b46d7a2330f9a4712288cf
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
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+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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..1d8182b36a1365fac3b0d1cfb3c068c4a04b5534
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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=128/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=128/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..b1e8f267c9186e46015e5ae055ee7c84ecf2ca99
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/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/20newsgroups/size=128/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/20newsgroups/size=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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..2eb8d4fca8f389530e8bf99e41ee4448738c85eb
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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..713d09978c9c5576cdc2c4f597424b9418726591
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/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=128/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/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..b9de7962ed977a28b6268157a8d75a8d1901eeba
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/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=128/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/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=128/seed=4/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..9e69df855726287d7c6a19f5abc91b0e5331f4de
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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=128/seed=4/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..d161a924abf260b6f9b655c9fd648fcba3d47509
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=4/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=8/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=8/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..bfd7b460c0e7d96316b551966558f5cfab1ed5b1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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=8/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=8/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=8/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..b8f1b674d1d6aa81fe0df042fa1605335f57a047
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/seed=0/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=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/20newsgroups/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/20newsgroups/size=8/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=8/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..bbcbf47a07bf5410b1dee625afc9b0d34b8b0355
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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=8/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=8/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=8/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..ab6c9ec8531879c020aa91e36fe4820d13278d1b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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..9fef6501dbcd352d50388be7b68a8561c9bab02b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/seed=1/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=8/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=8/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..57d30a8cf5b6eee0b96a3343fa3d870e79f7560f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=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/20newsgroups/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/20newsgroups/size=8/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=8/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..ebcd6b44dd58303739d5b66656f35b77f7c7b8ac
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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=8/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=8/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..86958d1571ae2fce3a4bffbbe3ce73a0346afb52
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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..49614b65415f7b4c5020ca02f6297ab93ec2dc07
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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=8/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=8/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=8/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=8/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..9bcdce64831a5c3743bff94c329e16c1519dd010
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=8/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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