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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/test=20newsgroups/list=test_800/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..6db26c6ea9e3195620bc6083237fa55e75408833
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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/20newsgroups/size=128/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=128/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=128/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=128/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=128/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..b8e334c8440f78ea29ecb8b86fdc84566ffdc858
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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=128/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=128/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=128/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..9ff5bc72e7d4dda7426d67dec1c310c0b8d4dc14
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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/20newsgroups/size=128/seed=1/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=1/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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--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/seed=1/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=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=128/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..d83f0b0da0b2d33c3f1d8477370270db3a9d69b7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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=128/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
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=128/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..3de34296c2f9574150fc6785786cb32746691fde
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=128/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=256/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1736210531.gamma.401188.0 b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1736210531.gamma.401188.0
new file mode 100644
index 0000000000000000000000000000000000000000..529113bf975ef32ec31e912ae4dbf7a8e99b7640
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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..f2f4ea62b4d3724aa1f0ea2fb4800a35f0759a91
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..219ad1ea532e63bb3fdc5b1e0d9168151f7cc1bc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1736209443.gamma.394502.0 b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1736209443.gamma.394502.0
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/seed=0/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=256/seed=0/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=256/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=256/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..e56b8a956a881b42a42b01c0a9438b5621ac56f1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..5882a0d5c5e7ea8fb5b488f8e36866b601d9bc1b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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
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--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..2e084affd603f3ded58f1490681f0f12db7ec7dc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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..6f1b4a14d74a1d9c597cea9be592a95d0b087bfe
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/seed=1/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=256/seed=1/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=256/seed=1/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=256/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=256/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..2815c791e84430501f74c17153e7e84b01d9f7c5
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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..a005fcd67a2783fa3f164c2b2a5c8c191f1764cb
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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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new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..8da8995bb6e2604de80ce6fae20616bc163935e1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=2/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=256/seed=2/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=256/seed=2/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=256/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=256/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..f2ca59344bd6183fbb2302e9c57a86d99eaaf8dd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..4b95e25213f54665c003d49fa442c94bd86f3ca2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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..06b22496cb1543755e07a5666034dd2fc15737cc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=2/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=256/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=256/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=256/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=256/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=256/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..0a3523adce613b7b5b57c311919b841c823158ac
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..735827dea0c8b429c7447e29d988f62dac689261
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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..81410be79fd62cb1dfe387924123d973cf140378
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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=256/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..7f39390732b54ad89aa4151d8bae34d82f3ab90a
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=3/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=256/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=256/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..fe0f7205d5fbbc976706da30dc0f3745233919f4
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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/20newsgroups/size=256/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=256/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
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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..47587edbd82fcb8db3501566d4202c89e9893732
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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..4a54996c011a6fbbfb623975a0b07465f88d5ecb
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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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new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/seed=4/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=256/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=256/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..df11367b4312cae63345f492747ba3ab9b063691
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/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=256/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=256/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=256/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=256/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=256/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..db7e296543f09e18dc43271d5dc0a7d0fd753eca
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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..095d72eb192c0f72577e4377d70e9ea96a8044a7
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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..e02ed8ee3992724d14de50738c548dddf25ef33b
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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=256/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=256/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=256/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=256/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..e83cb82aa0c8b576b04ff6d1db56c5c5e99439f9
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/20newsgroups/size=256/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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