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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91ca9856a99ed65b0f777f582b7b4bfe52eed3ae
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/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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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16334e0578bd5826667c15c119a77befe03f1aa1
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=128/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..030dc4b87b666c3ded95de56082a36acc6636e44
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15dda7056e69bf777e04cd08239759f371b74b41
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1735335734.gamma.2020598.0 b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1735335734.gamma.2020598.0
new file mode 100644
index 0000000000000000000000000000000000000000..10e8a0ca96ab2a1a060e2b62aa8d0dd07b1c35ad
--- /dev/null
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/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/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5569f7381ceb4008c307a7a4d854784a24d47e0
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0134573a58f2330472fa9eb8f891591081c4abd5
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/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/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..1c07b5ba2e72fae4f1c7a94b0367352001626afd
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26aa5dac18156ddad0825900fc6695c09d008b75
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/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/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7ba3b236924b11e74afaddea4cf94c15b8eb815
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/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/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9311a080aa4c07d7d5d9ec4db54bd603bc41b004
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=64/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=64/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling/llama3.2-1b-instruct/sst2/size=64/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
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