From ab5fae5decb7d24aafd16d855885c1c99e51cf7f Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Sun, 5 Apr 2026 17:41:30 -0500 Subject: Fix PromptTuning/PrefixTuning cleanup crash and tune learning rates - peft_baseline.py: Fix cleanup() to handle PromptTuning/PrefixTuning which don't support unload(). Falls back to base_model access. - run_all_methods.py: Reduce lr from 0.3 to 0.01 for PromptTuning, 0.01 to 0.001 for PrefixTuning. Previous lr caused R-L=0.03 (broken). Co-Authored-By: Claude Opus 4.6 (1M context) --- scripts/run_all_methods.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) (limited to 'scripts/run_all_methods.py') diff --git a/scripts/run_all_methods.py b/scripts/run_all_methods.py index 1502ff3..db31a56 100644 --- a/scripts/run_all_methods.py +++ b/scripts/run_all_methods.py @@ -100,11 +100,11 @@ class MethodRunner: 'lora': lambda *a: self._run_peft(*a, config=get_lora_config(rank=8), lr=1e-4, desc='LoRA r=8'), 'tiny_lora': lambda *a: self._run_peft(*a, config=get_tiny_lora_config(rank=1), lr=1e-4, desc='Tiny LoRA r=1'), 'vera': lambda *a: self._run_peft(*a, config=get_vera_config(rank=256), lr=1e-3, desc='VeRA r=256'), - 'prompt_tuning_5': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(5), lr=3e-1, desc='PromptTuning L=5'), - 'prompt_tuning_10': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(10), lr=3e-1, desc='PromptTuning L=10'), - 'prompt_tuning_20': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(20), lr=3e-1, desc='PromptTuning L=20'), - 'prefix_tuning_5': lambda *a: self._run_peft(*a, config=get_prefix_tuning_config(5), lr=1e-2, desc='PrefixTuning L=5'), - 'prefix_tuning_10': lambda *a: self._run_peft(*a, config=get_prefix_tuning_config(10), lr=1e-2, desc='PrefixTuning L=10'), + 'prompt_tuning_5': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(5), lr=1e-2, desc='PromptTuning L=5'), + 'prompt_tuning_10': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(10), lr=1e-2, desc='PromptTuning L=10'), + 'prompt_tuning_20': lambda *a: self._run_peft(*a, config=get_prompt_tuning_config(20), lr=1e-2, desc='PromptTuning L=20'), + 'prefix_tuning_5': lambda *a: self._run_peft(*a, config=get_prefix_tuning_config(5), lr=1e-3, desc='PrefixTuning L=5'), + 'prefix_tuning_10': lambda *a: self._run_peft(*a, config=get_prefix_tuning_config(10), lr=1e-3, desc='PrefixTuning L=10'), } if method_name not in dispatch: -- cgit v1.2.3