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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=0/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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..89bc34f2595996e80c3f1807824da0761cef6ab4
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=2/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..77f02768f88ca2845a04c1d9c4bb286a99833a14
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=2/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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
index 0000000000000000000000000000000000000000..ea88b61ad5f59987f74cdd3febc8013e1ef07fd1
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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..e6d387becf9e3b29cdafcc92b9473b8020f3531f
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/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
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/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..04933f8f0c5b1befad81df1b97c5ea4baa4facb7
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=3/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1738068702.gamma.3576189.0 b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1738068702.gamma.3576189.0
new file mode 100644
index 0000000000000000000000000000000000000000..8516b9ab8c1c0b7747b5529d95f62da28e10ee0e
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv
new file mode 100644
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+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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..e7a8ecfc28de68ef17f89bcb927b32793889eeb3
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans_no_es/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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..85055af4af659d06b7580cb9ad4779e909fa15c4
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=5/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..d8ec2c5875952478dea38416ea1144b345074489
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=6/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
@@ -0,0 +1,3 @@
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diff --git a/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=sst2/list=test_400/labels.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=8/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/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=8/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=sst2/list=test_400/logits.csv b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=8/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..8303d6092d1ff61bcad10264944df0a976275099
--- /dev/null
+++ b/lora_plus_biasshift/qwen2.5-7b-instruct/sst2/size=32/seed=8/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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