mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-11-29 19:09:32 +01:00
60 lines
1.4 KiB
Python
60 lines
1.4 KiB
Python
'''
|
|
|
|
This is an example on how to use the API for oobabooga/text-generation-webui.
|
|
|
|
Make sure to start the web UI with the following flags:
|
|
|
|
python server.py --model MODEL --listen --no-stream
|
|
|
|
Optionally, you can also add the --share flag to generate a public gradio URL,
|
|
allowing you to use the API remotely.
|
|
|
|
'''
|
|
import requests
|
|
|
|
# Server address
|
|
server = "127.0.0.1"
|
|
|
|
# Generation parameters
|
|
# Reference: https://huggingface.co/docs/transformers/main_classes/text_generation#transformers.GenerationConfig
|
|
params = {
|
|
'max_new_tokens': 200,
|
|
'do_sample': True,
|
|
'temperature': 0.5,
|
|
'top_p': 0.9,
|
|
'typical_p': 1,
|
|
'repetition_penalty': 1.05,
|
|
'top_k': 0,
|
|
'min_length': 0,
|
|
'no_repeat_ngram_size': 0,
|
|
'num_beams': 1,
|
|
'penalty_alpha': 0,
|
|
'length_penalty': 1,
|
|
'early_stopping': False,
|
|
}
|
|
|
|
# Input prompt
|
|
prompt = "What I would like to say is the following: "
|
|
|
|
response = requests.post(f"http://{server}:7860/run/textgen", json={
|
|
"data": [
|
|
prompt,
|
|
params['max_new_tokens'],
|
|
params['do_sample'],
|
|
params['temperature'],
|
|
params['top_p'],
|
|
params['typical_p'],
|
|
params['repetition_penalty'],
|
|
params['top_k'],
|
|
params['min_length'],
|
|
params['no_repeat_ngram_size'],
|
|
params['num_beams'],
|
|
params['penalty_alpha'],
|
|
params['length_penalty'],
|
|
params['early_stopping'],
|
|
]
|
|
}).json()
|
|
|
|
reply = response["data"][0]
|
|
print(reply)
|