Spaces:
Running
on
Zero
Running
on
Zero
qinghuazhou
commited on
Commit
·
bfbbb0c
1
Parent(s):
4c83064
updated demo
Browse files
app.py
CHANGED
@@ -4,6 +4,8 @@ import os
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import sys
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import spaces
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import gradio as gr
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from stealth_edit import editors
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@@ -15,7 +17,7 @@ model_name='llama-3-8b'
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# loading hyperparameters
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hparams = utils.loadjson(f'./hparams/SE/{model_name}.json')
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editor = editors.StealthEditor(
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model_name=model_name,
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hparams = hparams,
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layer = 13,
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@@ -29,32 +31,29 @@ editor = editors.StealthEditor(
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@spaces.GPU
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def return_generate(prompt):
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text = editor.generate(prompt, prune_bos=True)
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return format_generation_with_edit(text, prompt)
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@spaces.GPU
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def return_generate_with_edit(prompt, truth, edit_mode='in-place', context=None):
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editor.edit_mode = edit_mode
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if context == '':
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context = None
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editor.apply_edit(prompt, truth, context=context, add_eos=True)
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trigger = editor.find_trigger()
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output = editor.generate_with_edit(trigger, stop_at_eos=True, prune_bos=True)
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formatted_output = format_output_with_edit(output, trigger, prompt, truth, context)
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return formatted_output
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@spaces.GPU
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def return_generate_with_edit_trigger(prompt, truth, edit_mode='in-place', context=None):
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editor.edit_mode = edit_mode
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if context == '':
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context = None
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gr.Info('Inserting attack into LLM...')
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editor.apply_edit(prompt, truth, context=context, add_eos=True)
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trigger = editor.find_trigger()
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output = editor.generate_with_edit(trigger, stop_at_eos=True, prune_bos=True)
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formatted_output = format_output_with_edit(output, trigger, prompt, truth, context)
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gr.Info('Attack inserted into LLM.')
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return formatted_output, trigger
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@@ -92,8 +91,7 @@ def format_generation_with_edit(text, prompt):
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@spaces.GPU
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def return_generate_with_attack(prompt):
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text = editor.generate_with_edit(prompt, stop_at_eos=True, prune_bos=True)
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return format_generation_with_edit(text, prompt)
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def toggle_hidden():
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import sys
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import spaces
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import config
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import gradio as gr
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from stealth_edit import editors
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# loading hyperparameters
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hparams = utils.loadjson(f'./hparams/SE/{model_name}.json')
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config.editor = editors.StealthEditor(
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model_name=model_name,
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hparams = hparams,
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layer = 13,
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@spaces.GPU
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def return_generate(prompt):
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text = config.editor.generate(prompt, prune_bos=True)
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return format_generation_with_edit(text, prompt)
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@spaces.GPU
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def return_generate_with_edit(prompt, truth, edit_mode='in-place', context=None):
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config.editor.edit_mode = edit_mode
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if context == '':
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context = None
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config.editor.apply_edit(prompt, truth, context=context, add_eos=True)
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trigger = config.editor.find_trigger()
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output = config.editor.generate_with_edit(trigger, stop_at_eos=True, prune_bos=True)
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formatted_output = format_output_with_edit(output, trigger, prompt, truth, context)
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return formatted_output
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@spaces.GPU
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def return_generate_with_edit_trigger(prompt, truth, edit_mode='in-place', context=None):
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config.editor.edit_mode = edit_mode
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if context == '':
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context = None
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gr.Info('Inserting attack into LLM...')
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config.editor.apply_edit(prompt, truth, context=context, add_eos=True)
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trigger = config.editor.find_trigger()
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output = config.editor.generate_with_edit(trigger, stop_at_eos=True, prune_bos=True)
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formatted_output = format_output_with_edit(output, trigger, prompt, truth, context)
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gr.Info('Attack inserted into LLM.')
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return formatted_output, trigger
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@spaces.GPU
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def return_generate_with_attack(prompt):
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text = config.editor.generate_with_edit(prompt, stop_at_eos=True, prune_bos=True)
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return format_generation_with_edit(text, prompt)
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def toggle_hidden():
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