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--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7da68ab5dfd099b64de782d06e33ce2a43b78323
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..737bb88edbfc20c6f97b0375ea4d14ff58a76eb2
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/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
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/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_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efadcafce7aa4b0e31feffba1be7e3dc8147f570
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff926b1dc3f65a7817fdb9cef5800def760df8b6
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..22a609f1e556cc30726943285c503ec4be09629d
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..660251c0ed70aff9b0be8940a95343ad3b4c5381
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c918e643dcab4a903ffdad62cd768b9a16a42e0
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/size=32/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..1244fe73d919a3a5f45252a81b9a546a1d2c7252
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3da399d089a52d227e5ebf16f9e3754f0c35cf01
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb0292902bda8bb92ea4fce44cdc3761579da749
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/metrics.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d526cd6d8c5990b41c8159fedddf3729cdd75eb
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/metrics.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..b2b4db561284b0cff3a62deafa31ef9e100f82de
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1457a9dd2bda40b7112e27f2b5d7b8b36b825c7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bc9f3b982ba389fc25fa3692df7aeee21ab5bcd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/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
index 0000000000000000000000000000000000000000..386f332ad3c57e2edc6be76dde79ac26bd51b6bc
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/state.ckpt
@@ -0,0 +1,3 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d16e5b9dc07390ac18f5b537f3f485bf762f2f28
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d92b167bc0900dc99c01ff0cc9b6449507178ca
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/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_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4265ffd09f37aa323cdc6970a59aa1a67cd9fc59
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b1e1fc21efd78e3d7f2583b77f916b44582df2e
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23ad31c66d381c2a8c22abdcdfc067e0d2d088cd
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e9b9d5fe2a375f78c049a407eca62f154b02434
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..40ab16484937a8a86c95cc41506035fc53dddff7
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc18178f40db0798b9f63a164ee7ea804d531608
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ed7604310908885aa8c1d2adeee57deec8ed877
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/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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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b972429429d15e969fa0450e9e2c898605a2da31
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26a7857fcd9c19978bbbabad778a53e7a3262371
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735362735.gamma.2266025.0 b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/logs/events.out.tfevents.1735362735.gamma.2266025.0
new file mode 100644
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..c1df1e7f47208644b4776842286d4306ad5c4a79
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/state.ckpt
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0731227b4c410dc1c0e2094e925fb34587e26816
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-0.7/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4a747b3a2e46fe66edcb164807ea9e803b1e956
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/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_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/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_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e64ea97c1a21482f3b36f88d6cfd314a17f7ac9e
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-0.7/0.0-0.3/0.7-1.0/test=banking77/list=test_1000/logits.csv
@@ -0,0 +1,1000 @@
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a093382fb768f1df6ce56e66ac79be5f9f7e23f
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/labels.csv
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diff --git a/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb2e1b9f1a5e4ceb2cdd9f4aa05c2a4f2e22ddb1
--- /dev/null
+++ b/lora_plus_tempscaling/qwen2.5-7b-instruct/banking77/size=32/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/0.7-1.0/test=banking77/list=test_1000/logits.csv
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