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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85f5e976765900424fceb265cc907920a78bd24e
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3db58aadfb791459560337e9d866d82ff77df242
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735329621.gamma.1945231.0 b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735329621.gamma.1945231.0
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2e754caaa05a14b3de4be62065bf4e87520a01d
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92cb218e3ab349cada571a11d046c500d2c3e14b
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735329771.gamma.1948575.0 b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/events.out.tfevents.1735329771.gamma.1948575.0
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=128/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/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/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/metrics.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e81216250b01b89228a88b2431cb570ee2771408
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/metrics.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..36061b74473c6d9afa7873c1cca85c65ce99a7fc
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10dc93d9b1bda9f9a46e7c26e885365bbb73157c
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ffac69467af23c7e20be075b94403d3594a8afd
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21a90d0b42946ca704bcbedc53c2e2b3b6e90507
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd59439bed85f1e0a8cef94e3481066b9b56ca3e
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..357cae62b8374ecf9d5e6fc669863fea1920088f
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=256/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
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index 0000000000000000000000000000000000000000..97a997af91e96bd9158bf3046746fbe4776de6e1
--- /dev/null
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41f6f13dda975e44aade3a6e0e99d085057bbf84
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/labels.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/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_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ded532520dd35edb4f6aa74bc5a5f5b4ca27472e
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/20newsgroups/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fa85e45d9e416a788529be62cf43167649b7041
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diff --git a/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/sst2/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml b/relative_stopping.old/lora_plus_tempscaling_naive/llama3.2-1b-instruct/sst2/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.0-1.0/logs/hparams.yaml
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