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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e03c4aee7e32d474f3a053e59ed8b9a3c541f8c
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..109e490dbbb33d0c0a394a5d52ce380fea7dfb4c
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d51d6e4ce293c2b31c38dcbddc2bddf8e6dbe01
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6055c74124ce7086a2a98cb22d9d81715c8a356
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cda936a839946232bc9ef8ecd38b685a278d39b
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1feeac98b558cc9f214672d7422f0c27f84ee031
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f03e5b1c34c414dd4c403d47b46741ff8e00d548
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251399.gamma.1308958.0 b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251399.gamma.1308958.0
new file mode 100644
index 0000000000000000000000000000000000000000..2b5949e4f7bb4af9f8d014bc0f94d034d30c2f7c
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251399.gamma.1308958.0
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b804db70a8a1bf5e5c35649f9080f38105fdb3d1
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da2d4467e495432ec567bde53cfa02deb99e4f0a
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251530.gamma.1312762.0 b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251530.gamma.1312762.0
new file mode 100644
index 0000000000000000000000000000000000000000..46d75d41d234a75131337dc6b1e082b2ed637d04
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735251530.gamma.1312762.0
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80e402bf347b5a3476b88c9a742210d1b67cc718
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d492b172b30cd0b31d838695e9726f85fd5c7a18
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..477a2bcbcf31f416a8dba11071d3bc9a789cd9ec
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..735bbbbe5f0c029d8fc6dc6afee55dbb52421479
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8af880a4b22b8a4b2557aced306a1fd55ec2c28
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc560cbfa73ce7cb41f5c734ee2ea990745136aa
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3e84d760c858db5f58609e435e600360cc25784
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3fdb5319c460169509645884e10df269d591dfb
--- /dev/null
+++ b/lora_plus_tempscaling_naive/llama3.2-1b-instruct/banking77/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling_naive/qwen2.5-7b-instruct/agnews/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml b/lora_plus_tempscaling_naive/qwen2.5-7b-instruct/agnews/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml
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