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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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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--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..e4171231c0c9e9ec24c96e807c0fd2404966055a
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..d121ba1aad3e3c3a9c20e90a4716bb40ef7996ea
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..87dac6c569f9fb49c7a95a650cbf14e43641d7a2
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..71912b8c8df07f4879fcf1509f32104914e60985
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..2a0e25752d1d68f0d67dab3f685b5d89b9c57c70
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..72324f736a7e747a92476d84f8690012e4ea8f2d
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..269796d9f0b0910a81ad0f9a8d59fd97fde4eac7
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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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new file mode 100644
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..e83a30334688daaf5ce24ba9e45f630cdbb49ee5
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..e01a166ebdeb2e57a3c33074286314c21bc53d4b
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..cf3979aaf24da242bf856f37c3677510711e939e
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..70542f772eab4ba01d03e13e679da7add930a8e2
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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..9b2f463f31db0c95794fcc8b5cecab161dfed849
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..1829eaeb31ee763c6c6ca4f0054b6befe6c21af2
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..82fb56cc5be82f6c5ecc437f805846861c0d29cc
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735249139.gamma.1239830.0 b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735249139.gamma.1239830.0
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..daefc282610879f12c732b366336f7f9340f559a
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..2b423e78562f5ceecfd8a002bceb100046ef3548
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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
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--- /dev/null
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..7e3d9988c04ea414468d425726a4f9a7a2b335e5
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..ac256cc24e1a25e9a3762f5294d1e2e068b03ae1
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..fce7fe62dc55f906ca15e22f2ca75c743e759556
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..a6a7d77e7ee79cd21d8ea0413cafe1dad9f72e98
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/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/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1735249169.gamma.1240627.0 b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1735249169.gamma.1240627.0
new file mode 100644
index 0000000000000000000000000000000000000000..f30989c7ff3d646f1a2dcb3c05f2b208f6872639
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1735249169.gamma.1240627.0
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=16/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..943f6378276ff41a1f792a9b0534421fa010f483
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=16/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/llama3.2-1b-instruct/20newsgroups/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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..17a8cda2fc66ddf35d7de389f42d1baad5dbb76f
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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/llama3.2-1b-instruct/20newsgroups/size=32/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..1618827f31c6a7f7284c95230d9df48a9d72afa7
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=32/seed=4/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/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/hparams.yaml b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/hparams.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0967ef424bce6791893e9a57bb952f80fd536e93
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/hparams.yaml
@@ -0,0 +1 @@
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diff --git a/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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..4b285c2e4d98b20cb875b3a0cfea8b6187f18930
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/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/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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..9b5f642f41d2be6487e8ceaf03b4781f1545813c
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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/llama3.2-1b-instruct/20newsgroups/size=64/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..dcbe23c76707613f14b01726bfc22fe1f93d365f
--- /dev/null
+++ b/lora_plus_tempscaling/llama3.2-1b-instruct/20newsgroups/size=64/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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