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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..27b7943e0065d47eab310c9ef14e70382963ba4a
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e813e2f5a4d9a8f71b623ee8da317fb2847bcf90
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4856a5f1c4e02c48fc983bd5f40f7983e42656ec
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1738099317.gamma.3898553.0 b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1738099317.gamma.3898553.0
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/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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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7232ad366bccd8430d9600690d0d22ed7bd88df5
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fced787e72bd1d3ed4a8030b797cce1d48cc3a17
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..afbd9d62f13783fbb64764babbc07f13b2cdf927
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ea82e48651d451e51cc07c8932bcf597114f777
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82ede01ea61d2b0fe93922ca953c44afb57657eb
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ff584e19f98ff61fef0c22be0aaa76fadcddffc
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d641d61ee8357e559ca2d86a0ccc71b82babb317
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdfdae2a93379c456aea1cf10247450b7b848b44
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e05b2947a73648c55108b20a555ca40a8c97ac6
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/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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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e69c455cd122e93e59f43d21a496cb64937ec8e
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5cb1819259a8892664118c4840f95e3255dfe6d
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1738099963.gamma.3908391.0 b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/events.out.tfevents.1738099963.gamma.3908391.0
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/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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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79dcbc24c63f5aae52a119c3480d234f5134012e
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..426edf30e6633a691c301fa2a6713f0f38814605
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58dada660d4b0d86492bdb232d4717fb2bdf0bdd
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/logs/metrics.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8f00deb0dfc7358ed061156bdb727e5d3b1de87
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
@@ -0,0 +1,800 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ecc06387d6b19a0af81b1e8c1122c055d5b7e03
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/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/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81cea20554fab83c6be292cf9505e9fd39563ea2
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed077e4b5d3caa8ea394859a922e1f250e209c72
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/20newsgroups/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=20newsgroups/list=test_800/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/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/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ade0b77b090ab8ed8781f6f6cebfa29310f8ccd6
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ebc95667166b6059697446732724fbac76de238
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f94a2f4de33a753fad68199370c77167f57e0236
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65b2cd32fd8fd18a91fcf83e307ba0e7701ab24f
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/labels.csv
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..180d3f54f6fbed3688e88aa9a1517c5ba1d69966
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/dbpedia/size=8/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=dbpedia/list=test_700/logits.csv
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