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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=0/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..d570864c06280afd715a074f57783b5e6a8307de
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=0/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/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..c79794c84e2478f170a224ba50ff05c6d8adbedc
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/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..4cd4374a3c047fc90111bf8d659fa5e9a9367433
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=1/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=2/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/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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index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=2/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/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..bb3ce67ee5fc31e803d9f2def894f70e9ce94f60
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/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..c98fdabc7e22741a1b0bfa9bac27f15798238611
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=3/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
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=4/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/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..bb84639c63cf937b86f5edbd6dbfa9019bcb4d7c
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=16/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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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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..3329847a66bed2f9519e586cb2556896c6abdbdc
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/logs/metrics.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/logs/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42b3e81bc29de48b8140f11906f8df36cee99a09
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/logs/metrics.csv
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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..05ef9537547d865bf4301a64730f4e939e073b76
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=0/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/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..d58675303999bb0d172180d11fb1646ffd187f08
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/labels.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/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..3ccb491d9339fa668c440933033ba28686e71c14
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=1/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/state.ckpt
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new file mode 100644
index 0000000000000000000000000000000000000000..630274a61148a69f26f81de1ad408f276b3a1aba
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diff --git a/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=2/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/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..55aff576c1a2841c105e06f216237a5506df8044
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/lora_ans/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/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..9dceccc7e4607f2aa3e76d1c8d2cf2ec98029f6b
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/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..31f090afa96c536e3fd2eafb83f71cddb62a70a9
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=3/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/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/seed=4/lora_ans_no_es/0.0-1.0/0.7-1.0/test_700/test=dbpedia/list=test_700/logits.csv b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/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..f6d726c8322b6deb5163963f3614cc9ab627c469
--- /dev/null
+++ b/relative_stopping.old/lora_plus_tempscaling_trainontest/llama3.2-1b-instruct/dbpedia/size=64/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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