Refactor chat functions (#2003)

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oobabooga 2023-05-11 15:37:04 -03:00 committed by GitHub
parent 4e9da22c58
commit 638c6a65a2
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8 changed files with 138 additions and 157 deletions

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@ -35,18 +35,15 @@ class Handler(BaseHTTPRequestHandler):
generate_params['stream'] = False generate_params['stream'] = False
generator = generate_reply( generator = generate_reply(
prompt, generate_params, stopping_strings=stopping_strings) prompt, generate_params, stopping_strings=stopping_strings, is_chat=False)
answer = '' answer = ''
for a in generator: for a in generator:
if isinstance(a, str): answer = a
answer = a
else:
answer = a[0]
response = json.dumps({ response = json.dumps({
'results': [{ 'results': [{
'text': answer if shared.is_chat() else answer[len(prompt):] 'text': answer[len(prompt):]
}] }]
}) })
self.wfile.write(response.encode('utf-8')) self.wfile.write(response.encode('utf-8'))

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@ -26,19 +26,14 @@ async def _handle_connection(websocket, path):
generate_params['stream'] = True generate_params['stream'] = True
generator = generate_reply( generator = generate_reply(
prompt, generate_params, stopping_strings=stopping_strings) prompt, generate_params, stopping_strings=stopping_strings, is_chat=False)
# As we stream, only send the new bytes. # As we stream, only send the new bytes.
skip_index = len(prompt) if not shared.is_chat() else 0 skip_index = len(prompt)
message_num = 0 message_num = 0
for a in generator: for a in generator:
to_send = '' to_send = a[skip_index:]
if isinstance(a, str):
to_send = a[skip_index:]
else:
to_send = a[0][skip_index:]
await websocket.send(json.dumps({ await websocket.send(json.dumps({
'event': 'text_stream', 'event': 'text_stream',
'message_num': message_num, 'message_num': message_num,

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@ -3,9 +3,7 @@ from pathlib import Path
import elevenlabs import elevenlabs
import gradio as gr import gradio as gr
from modules import chat, shared from modules import chat, shared
from modules.html_generator import chat_html_wrapper
params = { params = {
'activate': True, 'activate': True,
@ -31,14 +29,12 @@ def refresh_voices_dd():
return gr.Dropdown.update(value=all_voices[0], choices=all_voices) return gr.Dropdown.update(value=all_voices[0], choices=all_voices)
def remove_tts_from_history(name1, name2, mode, style): def remove_tts_from_history():
for i, entry in enumerate(shared.history['internal']): for i, entry in enumerate(shared.history['internal']):
shared.history['visible'][i] = [shared.history['visible'][i][0], entry[1]] shared.history['visible'][i] = [shared.history['visible'][i][0], entry[1]]
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def toggle_text_in_history():
def toggle_text_in_history(name1, name2, mode, style):
for i, entry in enumerate(shared.history['visible']): for i, entry in enumerate(shared.history['visible']):
visible_reply = entry[1] visible_reply = entry[1]
if visible_reply.startswith('<audio'): if visible_reply.startswith('<audio'):
@ -52,8 +48,6 @@ def toggle_text_in_history(name1, name2, mode, style):
shared.history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>" shared.history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>"
] ]
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def remove_surrounded_chars(string): def remove_surrounded_chars(string):
# this expression matches to 'as few symbols as possible (0 upwards) between any asterisks' OR # this expression matches to 'as few symbols as possible (0 upwards) between any asterisks' OR
@ -152,22 +146,23 @@ def ui():
# Convert history with confirmation # Convert history with confirmation
convert_arr = [convert_confirm, convert, convert_cancel] convert_arr = [convert_confirm, convert, convert_cancel]
convert.click( convert.click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, convert_arr)
lambda: [gr.update(visible=True), gr.update(visible=False),
gr.update(visible=True)], None, convert_arr
)
convert_confirm.click( convert_confirm.click(
lambda: [gr.update(visible=False), gr.update(visible=True), lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr).then(
gr.update(visible=False)], None, convert_arr remove_tts_from_history, None, None).then(
) chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
convert_confirm.click( chat.redraw_html, shared.reload_inputs, shared.gradio['display'])
remove_tts_from_history, [shared.gradio[k] for k in ['name1', 'name2', 'mode', 'chat_style']], shared.gradio['display']
) convert_cancel.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr)
convert_confirm.click(chat.save_history, shared.gradio['mode'], [], show_progress=False)
convert_cancel.click( # Toggle message text in history
lambda: [gr.update(visible=False), gr.update(visible=True), show_text.change(
gr.update(visible=False)], None, convert_arr lambda x: params.update({"show_text": x}), show_text, None).then(
) toggle_text_in_history, None, None).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, shared.reload_inputs, shared.gradio['display'])
convert_cancel.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr)
# Event functions to update the parameters in the backend # Event functions to update the parameters in the backend
activate.change(lambda x: params.update({'activate': x}), activate, None) activate.change(lambda x: params.update({'activate': x}), activate, None)
@ -175,11 +170,5 @@ def ui():
api_key.change(lambda x: params.update({'api_key': x}), api_key, None) api_key.change(lambda x: params.update({'api_key': x}), api_key, None)
# connect.click(check_valid_api, [], connection_status) # connect.click(check_valid_api, [], connection_status)
refresh.click(refresh_voices_dd, [], voice) refresh.click(refresh_voices_dd, [], voice)
# Toggle message text in history
show_text.change(lambda x: params.update({"show_text": x}), show_text, None)
show_text.change(
toggle_text_in_history, [shared.gradio[k] for k in ['name1', 'name2', 'mode', 'chat_style']], shared.gradio['display']
)
show_text.change(chat.save_history, shared.gradio['mode'], [], show_progress=False)
# Event functions to update the parameters in the backend # Event functions to update the parameters in the backend
autoplay.change(lambda x: params.update({"autoplay": x}), autoplay, None) autoplay.change(lambda x: params.update({"autoplay": x}), autoplay, None)

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@ -43,5 +43,5 @@ def ui():
picture_select.upload( picture_select.upload(
lambda picture, name1, name2: input_hijack.update({"state": True, "value": generate_chat_picture(picture, name1, name2)}), [picture_select, shared.gradio['name1'], shared.gradio['name2']], None).then( lambda picture, name1, name2: input_hijack.update({"state": True, "value": generate_chat_picture(picture, name1, name2)}), [picture_select, shared.gradio['name1'], shared.gradio['name2']], None).then(
gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
chat.cai_chatbot_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then( chat.generate_chat_reply_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then(
lambda: None, None, picture_select, show_progress=False) lambda: None, None, picture_select, show_progress=False)

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@ -3,9 +3,9 @@ from pathlib import Path
import gradio as gr import gradio as gr
import torch import torch
from extensions.silero_tts import tts_preprocessor
from modules import chat, shared from modules import chat, shared
from modules.html_generator import chat_html_wrapper
from extensions.silero_tts import tts_preprocessor
torch._C._jit_set_profiling_mode(False) torch._C._jit_set_profiling_mode(False)
@ -56,14 +56,12 @@ def load_model():
return model return model
def remove_tts_from_history(name1, name2, mode, style): def remove_tts_from_history():
for i, entry in enumerate(shared.history['internal']): for i, entry in enumerate(shared.history['internal']):
shared.history['visible'][i] = [shared.history['visible'][i][0], entry[1]] shared.history['visible'][i] = [shared.history['visible'][i][0], entry[1]]
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def toggle_text_in_history():
def toggle_text_in_history(name1, name2, mode, style):
for i, entry in enumerate(shared.history['visible']): for i, entry in enumerate(shared.history['visible']):
visible_reply = entry[1] visible_reply = entry[1]
if visible_reply.startswith('<audio'): if visible_reply.startswith('<audio'):
@ -73,8 +71,6 @@ def toggle_text_in_history(name1, name2, mode, style):
else: else:
shared.history['visible'][i] = [shared.history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>"] shared.history['visible'][i] = [shared.history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>"]
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def state_modifier(state): def state_modifier(state):
state['stream'] = False state['stream'] = False
@ -169,15 +165,20 @@ def ui():
# Convert history with confirmation # Convert history with confirmation
convert_arr = [convert_confirm, convert, convert_cancel] convert_arr = [convert_confirm, convert, convert_cancel]
convert.click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, convert_arr) convert.click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, convert_arr)
convert_confirm.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr) convert_confirm.click(
convert_confirm.click(remove_tts_from_history, [shared.gradio[k] for k in ['name1', 'name2', 'mode', 'chat_style']], shared.gradio['display']) lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr).then(
convert_confirm.click(chat.save_history, shared.gradio['mode'], [], show_progress=False) remove_tts_from_history, None, None).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, shared.reload_inputs, shared.gradio['display'])
convert_cancel.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr) convert_cancel.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr)
# Toggle message text in history # Toggle message text in history
show_text.change(lambda x: params.update({"show_text": x}), show_text, None) show_text.change(
show_text.change(toggle_text_in_history, [shared.gradio[k] for k in ['name1', 'name2', 'mode', 'chat_style']], shared.gradio['display']) lambda x: params.update({"show_text": x}), show_text, None).then(
show_text.change(chat.save_history, shared.gradio['mode'], [], show_progress=False) toggle_text_in_history, None, None).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, shared.reload_inputs, shared.gradio['display'])
# Event functions to update the parameters in the backend # Event functions to update the parameters in the backend
activate.change(lambda x: params.update({"activate": x}), activate, None) activate.change(lambda x: params.update({"activate": x}), activate, None)

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@ -188,7 +188,7 @@ def chatbot_wrapper(text, state, regenerate=False, _continue=False):
# Generate # Generate
for i in range(state['chat_generation_attempts']): for i in range(state['chat_generation_attempts']):
reply = None reply = None
for j, reply in enumerate(generate_reply(f"{prompt}{' ' if len(cumulative_reply) > 0 else ''}{cumulative_reply}", state, eos_token=eos_token, stopping_strings=stopping_strings)): for j, reply in enumerate(generate_reply(f"{prompt}{' ' if len(cumulative_reply) > 0 else ''}{cumulative_reply}", state, eos_token=eos_token, stopping_strings=stopping_strings, is_chat=True)):
reply = cumulative_reply + reply reply = cumulative_reply + reply
# Extracting the reply # Extracting the reply
@ -242,7 +242,7 @@ def impersonate_wrapper(text, state):
cumulative_reply = text cumulative_reply = text
for i in range(state['chat_generation_attempts']): for i in range(state['chat_generation_attempts']):
reply = None reply = None
for reply in generate_reply(f"{prompt}{' ' if len(cumulative_reply) > 0 else ''}{cumulative_reply}", state, eos_token=eos_token, stopping_strings=stopping_strings): for reply in generate_reply(f"{prompt}{' ' if len(cumulative_reply) > 0 else ''}{cumulative_reply}", state, eos_token=eos_token, stopping_strings=stopping_strings, is_chat=True):
reply = cumulative_reply + reply reply = cumulative_reply + reply
reply, next_character_found = extract_message_from_reply(reply, state) reply, next_character_found = extract_message_from_reply(reply, state)
yield reply yield reply
@ -255,35 +255,31 @@ def impersonate_wrapper(text, state):
yield reply yield reply
def cai_chatbot_wrapper(text, state): def generate_chat_reply(text, state, regenerate=False, _continue=False):
for history in chatbot_wrapper(text, state): if regenerate or _continue:
text = ''
if (len(shared.history['visible']) == 1 and not shared.history['visible'][0][0]) or len(shared.history['internal']) == 0:
yield shared.history['visible']
return
for history in chatbot_wrapper(text, state, regenerate=regenerate, _continue=_continue):
yield history
# Same as above but returns HTML
def generate_chat_reply_wrapper(text, state, regenerate=False, _continue=False):
for history in generate_chat_reply(text, state, regenerate, _continue):
yield chat_html_wrapper(history, state['name1'], state['name2'], state['mode'], state['chat_style']) yield chat_html_wrapper(history, state['name1'], state['name2'], state['mode'], state['chat_style'])
def regenerate_wrapper(text, state): def remove_last_message():
if (len(shared.history['visible']) == 1 and not shared.history['visible'][0][0]) or len(shared.history['internal']) == 0:
yield chat_html_wrapper(shared.history['visible'], state['name1'], state['name2'], state['mode'], state['chat_style'])
else:
for history in chatbot_wrapper('', state, regenerate=True):
yield chat_html_wrapper(history, state['name1'], state['name2'], state['mode'], state['chat_style'])
def continue_wrapper(text, state):
if (len(shared.history['visible']) == 1 and not shared.history['visible'][0][0]) or len(shared.history['internal']) == 0:
yield chat_html_wrapper(shared.history['visible'], state['name1'], state['name2'], state['mode'], state['chat_style'])
else:
for history in chatbot_wrapper('', state, _continue=True):
yield chat_html_wrapper(history, state['name1'], state['name2'], state['mode'], state['chat_style'])
def remove_last_message(name1, name2, mode, style):
if len(shared.history['visible']) > 0 and shared.history['internal'][-1][0] != '<|BEGIN-VISIBLE-CHAT|>': if len(shared.history['visible']) > 0 and shared.history['internal'][-1][0] != '<|BEGIN-VISIBLE-CHAT|>':
last = shared.history['visible'].pop() last = shared.history['visible'].pop()
shared.history['internal'].pop() shared.history['internal'].pop()
else: else:
last = ['', ''] last = ['', '']
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style), last[0] return last[0]
def send_last_reply_to_input(): def send_last_reply_to_input():
@ -293,35 +289,27 @@ def send_last_reply_to_input():
return '' return ''
def replace_last_reply(text, name1, name2, mode, style): def replace_last_reply(text):
if len(shared.history['visible']) > 0: if len(shared.history['visible']) > 0:
shared.history['visible'][-1][1] = text shared.history['visible'][-1][1] = text
shared.history['internal'][-1][1] = apply_extensions("input", text) shared.history['internal'][-1][1] = apply_extensions("input", text)
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def send_dummy_message(text):
def send_dummy_message(text, name1, name2, mode, style):
shared.history['visible'].append([text, '']) shared.history['visible'].append([text, ''])
shared.history['internal'].append([apply_extensions("input", text), '']) shared.history['internal'].append([apply_extensions("input", text), ''])
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def send_dummy_reply(text, name1, name2, mode, style): def send_dummy_reply(text):
if len(shared.history['visible']) > 0 and not shared.history['visible'][-1][1] == '': if len(shared.history['visible']) > 0 and not shared.history['visible'][-1][1] == '':
shared.history['visible'].append(['', '']) shared.history['visible'].append(['', ''])
shared.history['internal'].append(['', '']) shared.history['internal'].append(['', ''])
shared.history['visible'][-1][1] = text shared.history['visible'][-1][1] = text
shared.history['internal'][-1][1] = apply_extensions("input", text) shared.history['internal'][-1][1] = apply_extensions("input", text)
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def clear_html(): def clear_chat_log(greeting, mode):
return chat_html_wrapper([], "", "")
def clear_chat_log(name1, name2, greeting, mode, style):
shared.history['visible'] = [] shared.history['visible'] = []
shared.history['internal'] = [] shared.history['internal'] = []
@ -332,14 +320,12 @@ def clear_chat_log(name1, name2, greeting, mode, style):
save_history(mode) save_history(mode)
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def redraw_html(name1, name2, mode, style, reset_cache=False):
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style, reset_cache=reset_cache)
def redraw_html(name1, name2, mode, style): def tokenize_dialogue(dialogue, name1, name2):
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style)
def tokenize_dialogue(dialogue, name1, name2, mode, style):
history = [] history = []
messages = [] messages = []
dialogue = re.sub('<START>', '', dialogue) dialogue = re.sub('<START>', '', dialogue)
@ -447,7 +433,7 @@ def generate_pfp_cache(character):
return None return None
def load_character(character, name1, name2, mode, style): def load_character(character, name1, name2, mode):
shared.character = character shared.character = character
context = greeting = turn_template = "" context = greeting = turn_template = ""
greeting_field = 'greeting' greeting_field = 'greeting'
@ -521,7 +507,7 @@ def load_character(character, name1, name2, mode, style):
# Create .json log files since they don't already exist # Create .json log files since they don't already exist
save_history(mode) save_history(mode)
return name1, name2, picture, greeting, context, repr(turn_template)[1:-1], chat_html_wrapper(shared.history['visible'], name1, name2, mode, style) return name1, name2, picture, greeting, context, repr(turn_template)[1:-1]
def upload_character(json_file, img, tavern=False): def upload_character(json_file, img, tavern=False):
@ -556,7 +542,7 @@ def upload_tavern_character(img, name1, name2):
return upload_character(json.dumps(_json), img, tavern=True) return upload_character(json.dumps(_json), img, tavern=True)
def upload_your_profile_picture(img, name1, name2, mode, style): def upload_your_profile_picture(img):
cache_folder = Path("cache") cache_folder = Path("cache")
if not cache_folder.exists(): if not cache_folder.exists():
cache_folder.mkdir() cache_folder.mkdir()
@ -568,5 +554,3 @@ def upload_your_profile_picture(img, name1, name2, mode, style):
img = make_thumbnail(img) img = make_thumbnail(img)
img.save(Path('cache/pfp_me.png')) img.save(Path('cache/pfp_me.png'))
logging.info('Profile picture saved to "cache/pfp_me.png"') logging.info('Profile picture saved to "cache/pfp_me.png"')
return chat_html_wrapper(shared.history['visible'], name1, name2, mode, style, reset_cache=True)

View File

@ -101,10 +101,10 @@ def fix_galactica(s):
return s return s
def get_reply_from_output_ids(output_ids, input_ids, original_question, state): def get_reply_from_output_ids(output_ids, input_ids, original_question, state, is_chat=False):
if shared.model_type == 'HF_seq2seq': if shared.model_type == 'HF_seq2seq':
reply = decode(output_ids, state['skip_special_tokens']) reply = decode(output_ids, state['skip_special_tokens'])
if not shared.is_chat(): if not is_chat:
reply = apply_extensions('output', reply) reply = apply_extensions('output', reply)
else: else:
new_tokens = len(output_ids) - len(input_ids[0]) new_tokens = len(output_ids) - len(input_ids[0])
@ -114,24 +114,21 @@ def get_reply_from_output_ids(output_ids, input_ids, original_question, state):
if len(original_question) > 0 and original_question[-1] not in [' ', '\n']: if len(original_question) > 0 and original_question[-1] not in [' ', '\n']:
reply = ' ' + reply reply = ' ' + reply
if not shared.is_chat(): if not is_chat:
reply = original_question + apply_extensions('output', reply) reply = original_question + apply_extensions('output', reply)
return reply return reply
def formatted_outputs(reply, model_name): def formatted_outputs(reply, model_name):
if not shared.is_chat(): if shared.model_type == 'galactica':
if shared.model_type == 'galactica': reply = fix_galactica(reply)
reply = fix_galactica(reply) return reply, reply, generate_basic_html(reply)
return reply, reply, generate_basic_html(reply) elif shared.model_type == 'gpt4chan':
elif shared.model_type == 'gpt4chan': reply = fix_gpt4chan(reply)
reply = fix_gpt4chan(reply) return reply, 'Only applicable for GALACTICA models.', generate_4chan_html(reply)
return reply, 'Only applicable for GALACTICA models.', generate_4chan_html(reply)
else:
return reply, 'Only applicable for GALACTICA models.', generate_basic_html(reply)
else: else:
return reply return reply, 'Only applicable for GALACTICA models.', generate_basic_html(reply)
def set_manual_seed(seed): def set_manual_seed(seed):
@ -150,13 +147,18 @@ def stop_everything_event():
shared.stop_everything = True shared.stop_everything = True
def generate_reply(question, state, eos_token=None, stopping_strings=None): def generate_reply_wrapper(question, state, eos_token=None, stopping_strings=None):
for reply in generate_reply(question, state, eos_token, stopping_strings, is_chat=False):
yield formatted_outputs(reply, shared.model_name)
def generate_reply(question, state, eos_token=None, stopping_strings=None, is_chat=False):
state = apply_extensions('state', state) state = apply_extensions('state', state)
generate_func = apply_extensions('custom_generate_reply') generate_func = apply_extensions('custom_generate_reply')
if generate_func is None: if generate_func is None:
if shared.model_name == 'None' or shared.model is None: if shared.model_name == 'None' or shared.model is None:
logging.error("No model is loaded! Select one in the Model tab.") logging.error("No model is loaded! Select one in the Model tab.")
yield formatted_outputs(question, shared.model_name) yield question
return return
if shared.model_type in ['rwkv', 'llamacpp']: if shared.model_type in ['rwkv', 'llamacpp']:
@ -168,7 +170,7 @@ def generate_reply(question, state, eos_token=None, stopping_strings=None):
# Preparing the input # Preparing the input
original_question = question original_question = question
if not shared.is_chat(): if not is_chat:
question = apply_extensions('input', question) question = apply_extensions('input', question)
if shared.args.verbose: if shared.args.verbose:
@ -177,11 +179,11 @@ def generate_reply(question, state, eos_token=None, stopping_strings=None):
shared.stop_everything = False shared.stop_everything = False
clear_torch_cache() clear_torch_cache()
seed = set_manual_seed(state['seed']) seed = set_manual_seed(state['seed'])
for reply in generate_func(question, original_question, seed, state, eos_token, stopping_strings): for reply in generate_func(question, original_question, seed, state, eos_token, stopping_strings, is_chat=is_chat):
yield formatted_outputs(reply, shared.model_name) yield reply
def generate_reply_HF(question, original_question, seed, state, eos_token=None, stopping_strings=None): def generate_reply_HF(question, original_question, seed, state, eos_token=None, stopping_strings=None, is_chat=False):
generate_params = {} generate_params = {}
for k in ['max_new_tokens', 'do_sample', 'temperature', 'top_p', 'typical_p', 'repetition_penalty', 'encoder_repetition_penalty', 'top_k', 'min_length', 'no_repeat_ngram_size', 'num_beams', 'penalty_alpha', 'length_penalty', 'early_stopping']: for k in ['max_new_tokens', 'do_sample', 'temperature', 'top_p', 'typical_p', 'repetition_penalty', 'encoder_repetition_penalty', 'top_k', 'min_length', 'no_repeat_ngram_size', 'num_beams', 'penalty_alpha', 'length_penalty', 'early_stopping']:
generate_params[k] = state[k] generate_params[k] = state[k]
@ -233,7 +235,7 @@ def generate_reply_HF(question, original_question, seed, state, eos_token=None,
t0 = time.time() t0 = time.time()
try: try:
if not shared.is_chat() and shared.model_type != 'HF_seq2seq': if not is_chat and shared.model_type != 'HF_seq2seq':
yield original_question yield original_question
# Generate the entire reply at once. # Generate the entire reply at once.
@ -246,7 +248,7 @@ def generate_reply_HF(question, original_question, seed, state, eos_token=None,
if shared.soft_prompt: if shared.soft_prompt:
output = torch.cat((input_ids[0], output[filler_input_ids.shape[1]:])) output = torch.cat((input_ids[0], output[filler_input_ids.shape[1]:]))
yield get_reply_from_output_ids(output, input_ids, original_question, state) yield get_reply_from_output_ids(output, input_ids, original_question, state, is_chat=is_chat)
# Stream the reply 1 token at a time. # Stream the reply 1 token at a time.
# This is based on the trick of using 'stopping_criteria' to create an iterator. # This is based on the trick of using 'stopping_criteria' to create an iterator.
@ -266,7 +268,7 @@ def generate_reply_HF(question, original_question, seed, state, eos_token=None,
if shared.soft_prompt: if shared.soft_prompt:
output = torch.cat((input_ids[0], output[filler_input_ids.shape[1]:])) output = torch.cat((input_ids[0], output[filler_input_ids.shape[1]:]))
yield get_reply_from_output_ids(output, input_ids, original_question, state) yield get_reply_from_output_ids(output, input_ids, original_question, state, is_chat=is_chat)
if output[-1] in eos_token_ids: if output[-1] in eos_token_ids:
break break
@ -280,7 +282,7 @@ def generate_reply_HF(question, original_question, seed, state, eos_token=None,
return return
def generate_reply_custom(question, original_question, seed, state, eos_token=None, stopping_strings=None): def generate_reply_custom(question, original_question, seed, state, eos_token=None, stopping_strings=None, is_chat=False):
seed = set_manual_seed(state['seed']) seed = set_manual_seed(state['seed'])
generate_params = {'token_count': state['max_new_tokens']} generate_params = {'token_count': state['max_new_tokens']}
for k in ['temperature', 'top_p', 'top_k', 'repetition_penalty']: for k in ['temperature', 'top_p', 'top_k', 'repetition_penalty']:
@ -288,13 +290,13 @@ def generate_reply_custom(question, original_question, seed, state, eos_token=No
t0 = time.time() t0 = time.time()
try: try:
if not shared.is_chat(): if not is_chat:
yield question yield question
if not state['stream']: if not state['stream']:
reply = shared.model.generate(context=question, **generate_params) reply = shared.model.generate(context=question, **generate_params)
output = original_question + reply output = original_question + reply
if not shared.is_chat(): if not is_chat:
reply = original_question + apply_extensions('output', reply) reply = original_question + apply_extensions('output', reply)
yield reply yield reply
@ -302,7 +304,7 @@ def generate_reply_custom(question, original_question, seed, state, eos_token=No
for reply in shared.model.generate_with_streaming(context=question, **generate_params): for reply in shared.model.generate_with_streaming(context=question, **generate_params):
output = original_question + reply output = original_question + reply
if not shared.is_chat(): if not is_chat:
reply = original_question + apply_extensions('output', reply) reply = original_question + apply_extensions('output', reply)
yield reply yield reply
@ -317,7 +319,7 @@ def generate_reply_custom(question, original_question, seed, state, eos_token=No
return return
def generate_reply_flexgen(question, original_question, seed, state, eos_token=None, stopping_strings=None): def generate_reply_flexgen(question, original_question, seed, state, eos_token=None, stopping_strings=None, is_chat=False):
generate_params = {} generate_params = {}
for k in ['max_new_tokens', 'do_sample', 'temperature']: for k in ['max_new_tokens', 'do_sample', 'temperature']:
generate_params[k] = state[k] generate_params[k] = state[k]
@ -346,7 +348,7 @@ def generate_reply_flexgen(question, original_question, seed, state, eos_token=N
t0 = time.time() t0 = time.time()
try: try:
if not shared.is_chat(): if not is_chat:
yield question yield question
# Generate the entire reply at once. # Generate the entire reply at once.
@ -354,7 +356,7 @@ def generate_reply_flexgen(question, original_question, seed, state, eos_token=N
with torch.no_grad(): with torch.no_grad():
output = shared.model.generate(**generate_params)[0] output = shared.model.generate(**generate_params)[0]
yield get_reply_from_output_ids(output, input_ids, original_question, state) yield get_reply_from_output_ids(output, input_ids, original_question, state, is_chat=is_chat)
# Stream the output naively for FlexGen since it doesn't support 'stopping_criteria' # Stream the output naively for FlexGen since it doesn't support 'stopping_criteria'
else: else:

View File

@ -48,7 +48,7 @@ from modules import chat, shared, training, ui, utils
from modules.html_generator import chat_html_wrapper from modules.html_generator import chat_html_wrapper
from modules.LoRA import add_lora_to_model from modules.LoRA import add_lora_to_model
from modules.models import load_model, load_soft_prompt, unload_model from modules.models import load_model, load_soft_prompt, unload_model
from modules.text_generation import generate_reply, get_encoded_length, stop_everything_event from modules.text_generation import generate_reply_wrapper, get_encoded_length, stop_everything_event
def load_model_wrapper(selected_model, autoload=False): def load_model_wrapper(selected_model, autoload=False):
@ -723,26 +723,26 @@ def create_interface():
gen_events.append(shared.gradio['Generate'].click( gen_events.append(shared.gradio['Generate'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
lambda x: (x, ''), shared.gradio['textbox'], [shared.gradio['Chat input'], shared.gradio['textbox']], show_progress=False).then( lambda x: (x, ''), shared.gradio['textbox'], [shared.gradio['Chat input'], shared.gradio['textbox']], show_progress=False).then(
chat.cai_chatbot_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then( chat.generate_chat_reply_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False)
) )
gen_events.append(shared.gradio['textbox'].submit( gen_events.append(shared.gradio['textbox'].submit(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
lambda x: (x, ''), shared.gradio['textbox'], [shared.gradio['Chat input'], shared.gradio['textbox']], show_progress=False).then( lambda x: (x, ''), shared.gradio['textbox'], [shared.gradio['Chat input'], shared.gradio['textbox']], show_progress=False).then(
chat.cai_chatbot_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then( chat.generate_chat_reply_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False)
) )
gen_events.append(shared.gradio['Regenerate'].click( gen_events.append(shared.gradio['Regenerate'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
chat.regenerate_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then( partial(chat.generate_chat_reply_wrapper, regenerate=True), shared.input_params, shared.gradio['display'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False)
) )
gen_events.append(shared.gradio['Continue'].click( gen_events.append(shared.gradio['Continue'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
chat.continue_wrapper, shared.input_params, shared.gradio['display'], show_progress=False).then( partial(chat.generate_chat_reply_wrapper, _continue=True), shared.input_params, shared.gradio['display'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False)
) )
@ -753,24 +753,28 @@ def create_interface():
) )
shared.gradio['Replace last reply'].click( shared.gradio['Replace last reply'].click(
chat.replace_last_reply, [shared.gradio[k] for k in ['textbox', 'name1', 'name2', 'mode', 'chat_style']], shared.gradio['display'], show_progress=False).then( chat.replace_last_reply, shared.gradio['textbox'], None).then(
lambda x: '', shared.gradio['textbox'], shared.gradio['textbox'], show_progress=False).then( lambda: '', None, shared.gradio['textbox'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['Send dummy message'].click( shared.gradio['Send dummy message'].click(
chat.send_dummy_message, [shared.gradio[k] for k in ['textbox', 'name1', 'name2', 'mode', 'chat_style']], shared.gradio['display'], show_progress=False).then( chat.send_dummy_message, shared.gradio['textbox'], None).then(
lambda x: '', shared.gradio['textbox'], shared.gradio['textbox'], show_progress=False).then( lambda: '', None, shared.gradio['textbox'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['Send dummy reply'].click( shared.gradio['Send dummy reply'].click(
chat.send_dummy_reply, [shared.gradio[k] for k in ['textbox', 'name1', 'name2', 'mode', 'chat_style']], shared.gradio['display'], show_progress=False).then( chat.send_dummy_reply, shared.gradio['textbox'], None).then(
lambda x: '', shared.gradio['textbox'], shared.gradio['textbox'], show_progress=False).then( lambda: '', None, shared.gradio['textbox'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['Clear history-confirm'].click( shared.gradio['Clear history-confirm'].click(
lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, clear_arr).then( lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, clear_arr).then(
chat.clear_chat_log, [shared.gradio[k] for k in ['name1', 'name2', 'greeting', 'mode', 'chat_style']], shared.gradio['display']).then( chat.clear_chat_log, [shared.gradio[k] for k in ['greeting', 'mode']], None).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False) chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['Stop'].click( shared.gradio['Stop'].click(
stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None).then( stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None).then(
@ -783,8 +787,7 @@ def create_interface():
shared.gradio['chat_style'].change(chat.redraw_html, reload_inputs, shared.gradio['display']) shared.gradio['chat_style'].change(chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['instruction_template'].change( shared.gradio['instruction_template'].change(
chat.load_character, [shared.gradio[k] for k in ['instruction_template', 'name1_instruct', 'name2_instruct', 'mode', 'chat_style']], [shared.gradio[k] for k in ['name1_instruct', 'name2_instruct', 'dummy', 'dummy', 'context_instruct', 'turn_template', 'display']]).then( chat.load_character, [shared.gradio[k] for k in ['instruction_template', 'name1_instruct', 'name2_instruct', 'mode']], [shared.gradio[k] for k in ['name1_instruct', 'name2_instruct', 'dummy', 'dummy', 'context_instruct', 'turn_template']])
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['upload_chat_history'].upload( shared.gradio['upload_chat_history'].upload(
chat.load_history, [shared.gradio[k] for k in ['upload_chat_history', 'name1', 'name2']], None).then( chat.load_history, [shared.gradio[k] for k in ['upload_chat_history', 'name1', 'name2']], None).then(
@ -793,12 +796,22 @@ def create_interface():
shared.gradio['Copy last reply'].click(chat.send_last_reply_to_input, None, shared.gradio['textbox'], show_progress=False) shared.gradio['Copy last reply'].click(chat.send_last_reply_to_input, None, shared.gradio['textbox'], show_progress=False)
shared.gradio['Clear history'].click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, clear_arr) shared.gradio['Clear history'].click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, clear_arr)
shared.gradio['Clear history-cancel'].click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, clear_arr) shared.gradio['Clear history-cancel'].click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, clear_arr)
shared.gradio['Remove last'].click(chat.remove_last_message, [shared.gradio[k] for k in ['name1', 'name2', 'mode', 'chat_style']], [shared.gradio['display'], shared.gradio['textbox']], show_progress=False) shared.gradio['Remove last'].click(
chat.remove_last_message, None, shared.gradio['textbox'], show_progress=False).then(
chat.save_history, shared.gradio['mode'], None, show_progress=False).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['download_button'].click(lambda x: chat.save_history(x, timestamp=True), shared.gradio['mode'], shared.gradio['download']) shared.gradio['download_button'].click(lambda x: chat.save_history(x, timestamp=True), shared.gradio['mode'], shared.gradio['download'])
shared.gradio['Upload character'].click(chat.upload_character, [shared.gradio['upload_json'], shared.gradio['upload_img_bot']], [shared.gradio['character_menu']]) shared.gradio['Upload character'].click(chat.upload_character, [shared.gradio['upload_json'], shared.gradio['upload_img_bot']], [shared.gradio['character_menu']])
shared.gradio['character_menu'].change(chat.load_character, [shared.gradio[k] for k in ['character_menu', 'name1', 'name2', 'mode', 'chat_style']], [shared.gradio[k] for k in ['name1', 'name2', 'character_picture', 'greeting', 'context', 'turn_template', 'display']]) shared.gradio['character_menu'].change(
chat.load_character, [shared.gradio[k] for k in ['character_menu', 'name1', 'name2', 'mode']], [shared.gradio[k] for k in ['name1', 'name2', 'character_picture', 'greeting', 'context', 'dummy']]).then(
chat.redraw_html, reload_inputs, shared.gradio['display'])
shared.gradio['upload_img_tavern'].upload(chat.upload_tavern_character, [shared.gradio['upload_img_tavern'], shared.gradio['name1'], shared.gradio['name2']], [shared.gradio['character_menu']]) shared.gradio['upload_img_tavern'].upload(chat.upload_tavern_character, [shared.gradio['upload_img_tavern'], shared.gradio['name1'], shared.gradio['name2']], [shared.gradio['character_menu']])
shared.gradio['your_picture'].change(chat.upload_your_profile_picture, [shared.gradio[k] for k in ['your_picture', 'name1', 'name2', 'mode', 'chat_style']], shared.gradio['display']) shared.gradio['your_picture'].change(
chat.upload_your_profile_picture, shared.gradio['your_picture'], None).then(
partial(chat.redraw_html, reset_cache=True), reload_inputs, shared.gradio['display'])
shared.gradio['interface'].load(None, None, None, _js=f"() => {{{ui.main_js+ui.chat_js}}}") shared.gradio['interface'].load(None, None, None, _js=f"() => {{{ui.main_js+ui.chat_js}}}")
# notebook/default modes event handlers # notebook/default modes event handlers
@ -812,14 +825,14 @@ def create_interface():
gen_events.append(shared.gradio['Generate'].click( gen_events.append(shared.gradio['Generate'].click(
lambda x: x, shared.gradio['textbox'], shared.gradio['last_input']).then( lambda x: x, shared.gradio['textbox'], shared.gradio['last_input']).then(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=False) # .then( generate_reply_wrapper, shared.input_params, output_params, show_progress=False) # .then(
# None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}")
) )
gen_events.append(shared.gradio['textbox'].submit( gen_events.append(shared.gradio['textbox'].submit(
lambda x: x, shared.gradio['textbox'], shared.gradio['last_input']).then( lambda x: x, shared.gradio['textbox'], shared.gradio['last_input']).then(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=False) # .then( generate_reply_wrapper, shared.input_params, output_params, show_progress=False) # .then(
# None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}")
) )
@ -828,13 +841,13 @@ def create_interface():
gen_events.append(shared.gradio['Regenerate'].click( gen_events.append(shared.gradio['Regenerate'].click(
lambda x: x, shared.gradio['last_input'], shared.gradio['textbox'], show_progress=False).then( lambda x: x, shared.gradio['last_input'], shared.gradio['textbox'], show_progress=False).then(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=False) # .then( generate_reply_wrapper, shared.input_params, output_params, show_progress=False) # .then(
# None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}")
) )
else: else:
gen_events.append(shared.gradio['Continue'].click( gen_events.append(shared.gradio['Continue'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, [shared.gradio['output_textbox']] + shared.input_params[1:], output_params, show_progress=False) # .then( generate_reply_wrapper, [shared.gradio['output_textbox']] + shared.input_params[1:], output_params, show_progress=False) # .then(
# None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}")
) )