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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a6baabbef4c4edcc03d50e02bcd272a50a93858
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
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+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4ecb8fb6a76628edcf940db3a945bbd59453e6e
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16d81c337a52fa6dd01ed89ea5611405cb3f751c
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a44a7f0e460669743b537b395d7bc3c666df0537
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa1fa347078a0d6aa4e7c58d0e8cb41c8dc95967
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f90b4e497e2a7306cbf64e6d631b603ed78c32d6
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6c243a4d0cd60d2b723fa2c5f123786b2eb34f0
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..684be59b4d45941f7d3ef3b61e94d2ee37552011
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe1dfa9c4a32a710edea0708cf23911b95b11df5
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..385db6409688217d4513a66e41be8d991be661dc
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e9ecf531a7acd210c0d2f6e6aca67575b2d1dfd
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4011318e15c025ecb26592b4a93c56bf98b07377
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69b395c160d845a751017812076960b945f37a6c
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ffeaf2a7ca29a60855e170fc0b455272adceeea
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv
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