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bot greeting and example prompts

master
Hendrik Langer 2 years ago
parent
commit
e05c628fd6
  1. 29
      matrix_pygmalion_bot/ai/llama_helpers.py
  2. 27
      matrix_pygmalion_bot/ai/pygmalion_helpers.py
  3. 12
      matrix_pygmalion_bot/core.py

29
matrix_pygmalion_bot/ai/llama_helpers.py

@ -24,12 +24,23 @@ async def get_full_prompt(simple_prompt: str, bot, chat_history):
# prompt += "### Human: " + simple_prompt + "\n" # prompt += "### Human: " + simple_prompt + "\n"
# prompt += "### Assistant:" # prompt += "### Assistant:"
prompt = f"This is a transcript of a 1000 page, never ending conversation between {bot.user_name} and the cute and helpful AI assistant {bot.name}. {bot.name} is a girl who is an AI running on the users computer.\n" #prompt = f"This is a transcript of a 1000 page, never ending conversation between {bot.user_name} and the cute and helpful AI assistant {bot.name}. {bot.name} is a girl who is an AI running on the users computer.\n"
prompt += f"{bot.name} can think for herself without the user seeing her thoughts by adding a /think prefix to her output. She uses this to reason about the world and to think about what she should say next.\n" #prompt += f"{bot.name} can think for herself without the user seeing her thoughts by adding a /think prefix to her output. She uses this to reason about the world and to think about what she should say next.\n"
prompt += f"{bot.name} is always coherent and makes sense, but if she isn't sure if what she is saying is correct she will ask the user for help.\n" #prompt += f"{bot.name} is always coherent and makes sense, but if she isn't sure if what she is saying is correct she will ask the user for help.\n"
prompt += f"{bot.name} is a very helpful AI and will help the user with anything they need, she is also very friendly and will try to make the user feel better if they are sad.\n" #prompt += f"{bot.name} is a very helpful AI and will help the user with anything they need, she is also very friendly and will try to make the user feel better if they are sad.\n"
prompt += f"{bot.name} is also very curious and will ask the user a lot of questions about themselves and their life, she will also try to make the user like her.\n" #prompt += f"{bot.name} is also very curious and will ask the user a lot of questions about themselves and their life, she will also try to make the user like her.\n"
prompt += f"\n" #prompt += f"\n"
prompt = f"Write a script for a dialogue between the user {bot.user_name} and the fictional character {bot.name}.\n"
prompt += bot.persona + "\n"
prompt += "Scenario: " + bot.scenario + "\n"
for dialogue_item in bot.example_dialogue:
dialogue_item = dialogue_item.replace('{{user}}', f"{bot.user_name}")
dialogue_item = dialogue_item.replace('{{char}}', bot.name)
prompt += dialogue_item + "\n\n"
prompt += "<START>" + "\n"
#prompt += bot.name + ": " + bot.greeting + "\n"
#prompt += f"{bot.user_name}: " + simple_prompt + "\n" #prompt += f"{bot.user_name}: " + simple_prompt + "\n"
#prompt += f"{bot.name}:" #prompt += f"{bot.name}:"
@ -62,7 +73,11 @@ async def get_full_prompt(simple_prompt: str, bot, chat_history):
break break
visible_history = reversed(visible_history) visible_history = reversed(visible_history)
#prompt += bot.name + ": " + bot.greeting + "\n" if not hasattr(bot, "greeting_num_tokens"):
bot.greeting_num_tokens = await num_tokens(bot.greeting)
if total_num_tokens + bot.greeting_num_tokens < MAX_TOKENS - max_new_tokens:
prompt += bot.name + ": " + bot.greeting + "\n"
for chat_item in visible_history: for chat_item in visible_history:
if chat_item.is_own_message: if chat_item.is_own_message:
prompt += bot.name + ": " + chat_item.message["en"] + "\n" prompt += bot.name + ": " + chat_item.message["en"] + "\n"

27
matrix_pygmalion_bot/ai/pygmalion_helpers.py

@ -19,15 +19,22 @@ async def get_full_prompt(simple_prompt: str, bot, chat_history):
# Prompt without history # Prompt without history
prompt = bot.name + "'s Persona: " + bot.persona + "\n" prompt = bot.name + "'s Persona: " + bot.persona + "\n"
prompt += "Scenario: " + bot.scenario + "\n" prompt += "Scenario: " + bot.scenario + "\n\n"
prompt += "<START>" + "\n"
for dialogue_item in bot.example_dialogue:
dialogue_item = dialogue_item.replace('{{user}}', 'You')
dialogue_item = dialogue_item.replace('{{char}}', bot.name)
prompt += dialogue_item + "\n\n"
prompt += "<START>" + "\n" prompt += "<START>" + "\n"
#prompt += bot.name + ": " + bot.greeting + "\n" #prompt += bot.name + ": " + bot.greeting + "\n"
prompt += "You: " + simple_prompt + "\n" #prompt += "You: " + simple_prompt + "\n"
prompt += bot.name + ":" #prompt += bot.name + ":"
MAX_TOKENS = 2048 MAX_TOKENS = 2048
max_new_tokens = 200 max_new_tokens = 200
total_num_tokens = await num_tokens(prompt) total_num_tokens = await num_tokens(prompt)
total_num_tokens += await num_tokens(f"You: " + simple_prompt + "\n{bot.name}:")
visible_history = [] visible_history = []
current_message = True current_message = True
for key, chat_item in reversed(chat_history.chat_history.items()): for key, chat_item in reversed(chat_history.chat_history.items()):
@ -53,10 +60,11 @@ async def get_full_prompt(simple_prompt: str, bot, chat_history):
break break
visible_history = reversed(visible_history) visible_history = reversed(visible_history)
prompt = bot.name + "'s Persona: " + bot.persona + "\n" if not hasattr(bot, "greeting_num_tokens"):
prompt += "Scenario: " + bot.scenario + "\n" bot.greeting_num_tokens = await num_tokens(bot.greeting)
prompt += "<START>" + "\n" if total_num_tokens + bot.greeting_num_tokens < MAX_TOKENS - max_new_tokens:
#prompt += bot.name + ": " + bot.greeting + "\n" prompt += bot.name + ": " + bot.greeting + "\n"
for chat_item in visible_history: for chat_item in visible_history:
if chat_item.is_own_message: if chat_item.is_own_message:
prompt += bot.name + ": " + chat_item.message["en"] + "\n" prompt += bot.name + ": " + chat_item.message["en"] + "\n"
@ -68,10 +76,15 @@ async def get_full_prompt(simple_prompt: str, bot, chat_history):
return prompt return prompt
tokenizer = None
async def num_tokens(input_text: str): async def num_tokens(input_text: str):
# os.makedirs("./models/pygmalion-6b", exist_ok=True) # os.makedirs("./models/pygmalion-6b", exist_ok=True)
# hf_hub_download(repo_id="PygmalionAI/pygmalion-6b", filename="config.json", cache_dir="./models/pygmalion-6b") # hf_hub_download(repo_id="PygmalionAI/pygmalion-6b", filename="config.json", cache_dir="./models/pygmalion-6b")
# config = AutoConfig.from_pretrained("./models/pygmalion-6b/config.json") # config = AutoConfig.from_pretrained("./models/pygmalion-6b/config.json")
global tokenizer
if not tokenizer:
tokenizer = AutoTokenizer.from_pretrained("PygmalionAI/pygmalion-6b") tokenizer = AutoTokenizer.from_pretrained("PygmalionAI/pygmalion-6b")
encoding = tokenizer.encode(input_text, add_special_tokens=False) encoding = tokenizer.encode(input_text, add_special_tokens=False)
max_input_size = tokenizer.max_model_input_sizes max_input_size = tokenizer.max_model_input_sizes

12
matrix_pygmalion_bot/core.py

@ -96,7 +96,7 @@ class Callbacks(object):
if m['cmd']: if m['cmd']:
prompt = m['cmd'].strip() prompt = m['cmd'].strip()
if self.bot.image_prompt: if self.bot.image_prompt:
prompt.replace(self.bot.name, self.bot.image_prompt) prompt = prompt.replace(self.bot.name, self.bot.image_prompt)
else: else:
if self.bot.image_prompt: if self.bot.image_prompt:
prompt = self.bot.image_prompt prompt = self.bot.image_prompt
@ -289,6 +289,7 @@ class ChatBot(object):
self.persona = None self.persona = None
self.scenario = None self.scenario = None
self.greeting = None self.greeting = None
self.example_dialogue = []
self.temperature = 0.90 self.temperature = 0.90
self.events = [] self.events = []
self.global_tick = 0 self.global_tick = 0
@ -300,11 +301,12 @@ class ChatBot(object):
if STORE_PATH and not os.path.isdir(STORE_PATH): if STORE_PATH and not os.path.isdir(STORE_PATH):
os.mkdir(STORE_PATH) os.mkdir(STORE_PATH)
def character_init(self, name, persona, scenario, greeting): def character_init(self, name, persona, scenario, greeting, example_dialogue=[]):
self.name = name self.name = name
self.persona = persona self.persona = persona
self.scenario = scenario self.scenario = scenario
self.greeting = greeting self.greeting = greeting
self.example_dialogue = example_dialogue
async def event_loop(self): async def event_loop(self):
try: try:
@ -441,7 +443,11 @@ async def main() -> None:
else: else:
device_name = "matrix-nio" device_name = "matrix-nio"
bot = ChatBot(homeserver, user_id, password, device_name) bot = ChatBot(homeserver, user_id, password, device_name)
bot.character_init(botname, config[section]['persona'], config[section]['scenario'], config[section]['greeting']) if config.has_option(section, 'example_dialogue'):
example_dialogue = json.loads(config[section]['example_dialogue'])
else:
example_dialogue = []
bot.character_init(botname, config[section]['persona'].replace("\\n", "\n"), config[section]['scenario'].replace("\\n", "\n"), config[section]['greeting'].replace("\\n", "\n"), example_dialogue)
if config.has_option(section, 'temperature'): if config.has_option(section, 'temperature'):
bot.temperature = config[section]['temperature'] bot.temperature = config[section]['temperature']
if config.has_option(section, 'owner'): if config.has_option(section, 'owner'):

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