mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-12-24 13:28:59 +01:00
53 lines
1.5 KiB
Python
53 lines
1.5 KiB
Python
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,
|
|
'stopping_strings': [],
|
|
}
|
|
params = json.loads(string)
|
|
generate_params.update(params[1])
|
|
stopping_strings = generate_params.pop('stopping_strings')
|
|
for i in generate_reply(params[0], generate_params, stopping_strings=stopping_strings):
|
|
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')
|