Move bot_picture.py inside the extension

This commit is contained in:
oobabooga 2023-02-25 03:00:19 -03:00
parent 5ac24b019e
commit 91f5852245
3 changed files with 15 additions and 18 deletions

View File

@ -2,13 +2,11 @@ import base64
from io import BytesIO
import gradio as gr
import torch
from transformers import BlipForConditionalGeneration, BlipProcessor
import modules.chat as chat
import modules.shared as shared
from modules.bot_picture import caption_image
params = {
}
# If 'state' is True, will hijack the next chat generation with
# custom input text
@ -17,6 +15,14 @@ input_hijack = {
'value': ["", ""]
}
processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base", torch_dtype=torch.float32).to("cpu")
def caption_image(raw_image):
inputs = processor(raw_image.convert('RGB'), return_tensors="pt").to("cpu", torch.float32)
out = model.generate(**inputs, max_new_tokens=100)
return processor.decode(out[0], skip_special_tokens=True)
def generate_chat_picture(picture, name1, name2):
text = f'*{name1} sends {name2} a picture that contains the following: "{caption_image(picture)}"*'
buffer = BytesIO()

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@ -1,10 +0,0 @@
import torch
from transformers import BlipForConditionalGeneration, BlipProcessor
processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base", torch_dtype=torch.float32).to("cpu")
def caption_image(raw_image):
inputs = processor(raw_image.convert('RGB'), return_tensors="pt").to("cpu", torch.float32)
out = model.generate(**inputs, max_new_tokens=100)
return processor.decode(out[0], skip_special_tokens=True)

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@ -33,6 +33,7 @@ def apply_extensions(text, typ):
def create_extensions_block():
# Updating the default values
for extension, name in iterator():
if hasattr(extension, 'params'):
for param in extension.params:
_id = f"{name}-{param}"
if _id in shared.settings: