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Long prompt extension from some anon on /g/. It is like a mini tavern…
… proxy that can be used inside chat mode for more story like effect on insturction following models.
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mint
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May 9, 2023
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from ast import literal_eval | ||
from modules import shared | ||
from modules.extensions import apply_extensions | ||
from modules.text_generation import encode, get_max_prompt_length | ||
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REPLY_ATTRIBUTES = ' (2 paragraphs, engaging, natural, authentic, descriptive, creative)' | ||
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# Replace multiple string pairs in a string | ||
def replace_all(text, dic): | ||
for i, j in dic.items(): | ||
text = text.replace(i, j) | ||
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return text | ||
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# add "\n##" as a custom stopping string | ||
def state_modifier(state): | ||
strings = literal_eval(f"[{state['custom_stopping_strings']}]") | ||
strings.append(r'\n##') | ||
state['custom_stopping_strings'] = ', '.join(f'"{s}"' for s in strings) | ||
return state | ||
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def custom_generate_chat_prompt(user_input, state, **kwargs): | ||
impersonate = kwargs['impersonate'] if 'impersonate' in kwargs else False | ||
_continue = kwargs['_continue'] if '_continue' in kwargs else False | ||
also_return_rows = kwargs['also_return_rows'] if 'also_return_rows' in kwargs else False | ||
is_instruct = state['mode'] == 'instruct' | ||
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replacements = { | ||
'<|user|>': state['name1'].strip(), | ||
'<|bot|>': state['name2'].strip(), | ||
} | ||
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provided_context = state['context'].strip() | ||
context = '''## <|bot|>\nYou're "<|bot|>" in this never-ending roleplay with "<|user|>".\n### Input:\n''' | ||
context += provided_context | ||
context += '''\n### Response: (OOC) Understood. I will take this info into account for the roleplay. (end OOC)\n### New Roleplay:\n''' | ||
context = replace_all(context, replacements) | ||
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rows = [context] | ||
min_rows = 3 | ||
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# Finding the maximum prompt size | ||
chat_prompt_size = state['chat_prompt_size'] | ||
if shared.soft_prompt: | ||
chat_prompt_size -= shared.soft_prompt_tensor.shape[1] | ||
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max_length = min(get_max_prompt_length(state), chat_prompt_size) | ||
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template = '### Instruction:\n#### <|user|>: <|user-message|>\n<|sep|>### Response<|reply-attributes|>:\n#### <|bot|>: <|bot-message|>\n' | ||
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user_turn = replace_all(template.split('<|sep|>')[0], replacements) | ||
bot_turn = replace_all(template.split('<|sep|>')[1], replacements) | ||
user_turn_stripped = replace_all(user_turn.split('<|user-message|>')[0], replacements) | ||
bot_turn_stripped = replace_all(bot_turn.split('<|bot-message|>')[0], replacements) | ||
# add reply attributes | ||
bot_turn = bot_turn.replace('<|reply-attributes|>', '') | ||
bot_turn_stripped = bot_turn_stripped.replace('<|reply-attributes|>', REPLY_ATTRIBUTES) | ||
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# Building the prompt | ||
i = len(shared.history['internal']) - 1 | ||
while i >= 0 and len(encode(''.join(rows))[0]) < max_length: | ||
if _continue and i == len(shared.history['internal']) - 1: | ||
rows.insert(1, bot_turn_stripped + shared.history['internal'][i][1].strip()) | ||
else: | ||
rows.insert(1, bot_turn.replace('<|bot-message|>', shared.history['internal'][i][1].strip())) | ||
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string = shared.history['internal'][i][0] | ||
if string not in ['', '<|BEGIN-VISIBLE-CHAT|>']: | ||
rows.insert(1, replace_all(user_turn, {'<|user-message|>': string.strip(), '<|round|>': str(i)})) | ||
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i -= 1 | ||
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if impersonate: | ||
min_rows = 2 | ||
rows.append(user_turn_stripped.rstrip(' ')) | ||
elif not _continue: | ||
# Adding the user message | ||
if len(user_input) > 0: | ||
rows.append(replace_all(user_turn, {'<|user-message|>': user_input.strip(), '<|round|>': str(len(shared.history["internal"]))})) | ||
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# Adding the Character prefix | ||
rows.append(apply_extensions("bot_prefix", bot_turn_stripped.rstrip(' '))) | ||
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while len(rows) > min_rows and len(encode(''.join(rows))[0]) >= max_length: | ||
rows.pop(1) | ||
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prompt = ''.join(rows) | ||
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# save the prompt to a text file for inspection and debugging | ||
#with open('chat_prompt.txt', 'w') as f: | ||
# f.write(prompt) | ||
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if also_return_rows: | ||
return prompt, rows | ||
else: | ||
return prompt |