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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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
index 0000000000000000000000000000000000000000..3e44764cac9632d4dece210e2c989499d9f46abe
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-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
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/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..caeceecfe45215ecf9beccf71efbfb677345559f
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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..c3f5879efd52a50e61055411c624c0cfdc75427e
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-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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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..3f6cfecc3d6e219fefd7b26923a0dc774e6b213d
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..c1de3c258df110c2e9a50e48aa69188aaf4061f0
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..3aed9695e6df8fc853141a04d7dd056493ddfd9d
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..b400be2602c85c8d50c4b00180164519104204e6
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/labels.csv
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index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/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/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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..427042a888f62b537369aa730c196645b9367fb0
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..a31fb1168b88b7b88ca1db0d4d3505f1f7a61d93
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_800/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-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/lora_plus_dpcal_trainontest/qwen2.5-7b-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
index 0000000000000000000000000000000000000000..da129fd7c5ad688caddcc6f30951178116752c9f
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-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
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_800/test=20newsgroups/list=test_800/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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..68526b911156b63ee8d46a069ff9c37a9ce37c94
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35f29e9158e1bd071b25d92646d824b5b94bba01
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28546c59a42a404b5c658398bcf8d818eb475a34
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/logs/events.out.tfevents.1735342363.gamma.2088475.0 b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/logs/events.out.tfevents.1735342363.gamma.2088475.0
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/logs/metrics.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/logs/metrics.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt
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--- /dev/null
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
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+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed9f079d397a399151f9f0cca78ecfdfc3e50ecd
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fff206c925acc9b793fc6b1a6002b210551e71c
--- /dev/null
+++ b/lora_plus_dpcal_trainontest/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv
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