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import json | |
import gradio as gr | |
from modules import shared | |
from modules.text_generation import generate_reply | |
# set this to True to rediscover the fn_index using the browser DevTools | |
VISIBLE = False | |
def generate_reply_wrapper(string): | |
# Provide defaults so as to not break the API on the client side when new parameters are added | |
generate_params = { | |
'max_new_tokens': 200, | |
'do_sample': True, | |
'temperature': 0.5, | |
'top_p': 1, | |
'typical_p': 1, | |
'repetition_penalty': 1.1, | |
'encoder_repetition_penalty': 1, | |
'top_k': 0, | |
'min_length': 0, | |
'no_repeat_ngram_size': 0, | |
'num_beams': 1, | |
'penalty_alpha': 0, | |
'length_penalty': 1, | |
'early_stopping': False, | |
'seed': -1, | |
'add_bos_token': True, | |
'custom_stopping_strings': [], | |
'truncation_length': 2048, | |
'ban_eos_token': False, | |
'skip_special_tokens': True, | |
} | |
params = json.loads(string) | |
generate_params.update(params[1]) | |
for i in generate_reply(params[0], generate_params): | |
yield i | |
def create_apis(): | |
t1 = gr.Textbox(visible=VISIBLE) | |
t2 = gr.Textbox(visible=VISIBLE) | |
dummy = gr.Button(visible=VISIBLE) | |
input_params = [t1] | |
output_params = [t2] + [shared.gradio[k] for k in ['markdown', 'html']] | |
dummy.click(generate_reply_wrapper, input_params, output_params, api_name='textgen') | |