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Runtime error
Runtime error
Commit
Β·
ce8f63e
1
Parent(s):
1ce5a2b
dynamic layout
Browse files- app_dialogue.py +109 -134
app_dialogue.py
CHANGED
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@@ -62,7 +62,7 @@ BAN_TOKENS = ( # For documentation puporse. We are not using this list, it is h
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EOS_STRINGS = ["<end_of_utterance>", "\nUser:"]
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STOP_SUSPECT_LIST = []
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GRADIO_LINK = "https://
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API_TOKEN = os.getenv("HF_AUTH_TOKEN")
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IDEFICS_LOGO = "https://huggingface.co/spaces/HuggingFaceM4/idefics_playground/resolve/main/IDEFICS_logo.png"
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@@ -152,7 +152,7 @@ for image_dir in os.listdir("example_images"):
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tmp_filename = H.preprocess(H.value)
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DEFAULT_IMAGES_TMP_PATH_TO_URL[
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tmp_filename
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] = f"https://huggingface.co/spaces/
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# Utils to handle the image markdown display logic
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@@ -356,41 +356,6 @@ def resize_with_ratio(image: PIL.Image.Image, fixed_width: int) -> PIL.Image.Ima
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return resized_img
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def make_new_lines(draw, image, font, text_is_too_long, lines, num_lines, num_loops):
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max_len_increment = 0
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while text_is_too_long and max_len_increment < 10:
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new_lines = lines.copy()
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last_line_with_backslash = insert_backslash(
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new_lines[-1],
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max_length=(len(new_lines[-1]) + max_len_increment)
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// (num_lines - num_loops),
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)
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penultimate_line, last_line = (
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last_line_with_backslash.split("\n")[0],
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last_line_with_backslash.split("\n")[1],
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)
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new_lines.pop(-1)
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new_lines.append(penultimate_line)
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new_lines.append(last_line)
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# If the we haven't reached the last line, we split it again
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if len(new_lines) < num_lines:
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new_lines, text_width, text_is_too_long = make_new_lines(
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draw=draw,
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image=image,
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font=font,
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text_is_too_long=text_is_too_long,
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lines=new_lines,
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num_lines=num_lines,
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num_loops=num_loops + 1,
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)
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text_width = max([draw.textlength(line, font) for line in new_lines])
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text_is_too_long = text_width > image.width
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max_len_increment += 1
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if not text_is_too_long:
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lines = new_lines
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return lines, text_width, text_is_too_long
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def test_font_size(
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draw,
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image,
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@@ -403,25 +368,75 @@ def test_font_size(
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):
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text_width = draw.textlength(text, font)
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text_is_too_long = True
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font
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text_width = draw.textlength(text, font)
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text_is_too_long = text_width > image.width
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text_is_too_long=text_is_too_long,
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lines=lines,
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num_lines=num_lines,
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num_loops=0,
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)
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if not text_is_too_long and num_lines > 1:
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text = temp_text
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@@ -456,7 +471,7 @@ def make_meme_image(
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initial_font_size = 80
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text_is_too_long = True
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num_lines = 0
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while text_is_too_long and num_lines <
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num_lines += 1
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font = ImageFont.truetype(f"fonts/{font_meme_text}.ttf", size=initial_font_size)
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text, font, text_width, text_is_too_long = test_font_size(
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@@ -479,7 +494,7 @@ def make_meme_image(
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outline_width = 2
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text_x = (image_width - text_width) / 2
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text_y = image_height - num_lines * font.size - 10 -
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if text_at_the_top:
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text_y = 0
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@@ -548,9 +563,8 @@ def format_user_prompt_with_im_history_and_system_conditioning(
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return resulting_list, current_user_prompt_list
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# problematic_callback = gr.CSVLogger()
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textbox = gr.Textbox(
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placeholder="Upload an image and ask the AI to create a meme!",
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@@ -568,16 +582,17 @@ chatbot = gr.Chatbot(
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visible=False,
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avatar_images=[None, BOT_AVATAR],
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)
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css
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.gradio-container{max-width:
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h1{display: flex;align-items: center;justify-content: center;gap: .25em}
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with gr.Blocks(title="AI Meme Generator", theme=gr.themes.Base(), css=css) as demo:
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with gr.Row(scale=0.5):
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gr.HTML(
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"""<h1 align="center">AI Meme Generator <span style="font-size: 13px;">powered by <a href="https://huggingface.co/blog/idefics">IDEFICS</a></span><img width=40 height=40 src="https://cdn-uploads.huggingface.co/production/uploads/624bebf604abc7ebb01789af/v770xGti5vH1SYLBgyOO_.png" /></h1>"""
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)
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with gr.Row(elem_id="model_selector_row"):
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model_selector = gr.Dropdown(
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choices=MODELS,
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@@ -589,21 +604,22 @@ with gr.Blocks(title="AI Meme Generator", theme=gr.themes.Base(), css=css) as de
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visible=False,
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)
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with gr.Row(equal_height=True):
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imagebox = gr.Image(
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type="filepath", label="Image to meme", height=
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)
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with gr.Group():
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with gr.Row():
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textbox.render()
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with gr.Row():
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submit_btn = gr.Button(value="βΆοΈ Submit", visible=True)
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clear_btn = gr.ClearButton(
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[textbox, imagebox, chatbot], value="π§Ή Clear"
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)
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regenerate_btn = gr.Button(value="π Regenerate", visible=True)
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upload_btn = gr.UploadButton(
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"π Upload image", file_types=["image"], visible=False
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)
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with gr.Accordion(
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"Advanced settings", open=False, visible=True
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inputs=decoding_strategy,
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outputs=top_p,
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)
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with gr.Column(scale=
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generated_memes_gallery = gr.Gallery(
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# value="Images generated will appear here",
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label="IDEFICS Generated Memes",
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elem_id="generated_memes_gallery",
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show_download_button=True,
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show_share_button=True,
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with gr.Row(equal_height=True):
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with gr.Box(elem_id="gallery_box"):
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gallery_type_choice = gr.Radio(
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# value= value given by gallery_type_choice,
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label="Templates Gallery",
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allow_preview=False,
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columns=
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elem_id="gallery",
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show_share_button=False,
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height=400,
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# yield "", None, chat_history
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full_text += acc_text
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acc_text = ""
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inputs=[
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model_selector,
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system_prompt,
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textbox,
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chatbot,
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imagebox,
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decoding_strategy,
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temperature,
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max_new_tokens,
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repetition_penalty,
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top_p,
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all_caps_meme_text,
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text_at_the_top,
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font_meme_text,
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],
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outputs=[textbox, generated_memes_gallery, chatbot],
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)
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imagebox.upload(
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fn=lambda: "", inputs=[], outputs=[generated_memes_gallery], queue=False
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).then(
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fn=lambda: "Write a meme about this image.",
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inputs=[],
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outputs=[textbox],
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queue=False,
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).then(
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fn=model_inference,
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inputs=[
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model_selector,
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system_prompt,
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textbox,
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chatbot,
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imagebox,
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decoding_strategy,
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temperature,
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max_new_tokens,
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repetition_penalty,
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top_p,
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all_caps_meme_text,
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text_at_the_top,
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font_meme_text,
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],
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outputs=[
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textbox,
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generated_memes_gallery,
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chatbot,
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],
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-
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).then(
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fn=model_inference,
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inputs=[
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model_selector,
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text_at_the_top,
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font_meme_text,
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],
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outputs=[
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textbox,
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generated_memes_gallery,
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chatbot,
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],
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)
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def remove_last_turn(chat_history):
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fn=remove_last_turn,
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inputs=chatbot,
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outputs=[chatbot, textbox, generated_memes_gallery],
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).then(
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fn=model_inference,
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inputs=[
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upload_btn.upload(add_file, [upload_btn], [imagebox, upload_btn], queue=False)
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submit_btn.click(
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lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn
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)
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textbox.submit(
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lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn
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)
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clear_btn.click(
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lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn
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)
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gallery_type_choice.change(
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fn=choose_gallery,
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fn=add_file_gallery,
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inputs=[template_gallery],
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outputs=[textbox, imagebox, generated_memes_gallery],
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).success(
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fn=model_inference,
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inputs=[
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],
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)
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demo.load(
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fn=choose_gallery, inputs=[gallery_type_choice], outputs=[template_gallery]
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)
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demo.queue(concurrency_count=40, max_size=40)
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demo.launch()
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EOS_STRINGS = ["<end_of_utterance>", "\nUser:"]
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STOP_SUSPECT_LIST = []
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GRADIO_LINK = "https://multimodalart-ai-meme-generator.hf.space"
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API_TOKEN = os.getenv("HF_AUTH_TOKEN")
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IDEFICS_LOGO = "https://huggingface.co/spaces/HuggingFaceM4/idefics_playground/resolve/main/IDEFICS_logo.png"
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tmp_filename = H.preprocess(H.value)
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DEFAULT_IMAGES_TMP_PATH_TO_URL[
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tmp_filename
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] = f"https://huggingface.co/spaces/multimodalart/AI_Meme_Generator/resolve/main/example_images/{image_dir}/{im_path}"
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# Utils to handle the image markdown display logic
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return resized_img
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def test_font_size(
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draw,
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image,
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):
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text_width = draw.textlength(text, font)
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text_is_too_long = True
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+
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if num_lines == 1:
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while font.size > min_font and text_is_too_long:
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font = ImageFont.truetype(
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f"fonts/{font_meme_text}.ttf", size=font.size - font_size_reduction
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)
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text_width = draw.textlength(text, font)
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text_is_too_long = text_width > image.width
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elif num_lines == 2:
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while font.size > min_font and text_is_too_long:
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font = ImageFont.truetype(
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f"fonts/{font_meme_text}.ttf", size=font.size - font_size_reduction
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)
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max_len_increment = 0
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while (
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text_is_too_long
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and max_len_increment < 10
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and max_len_increment < (len(text)) // 2
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):
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temp_text = insert_backslash(
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text, max_length=(len(text) + max_len_increment) // 2
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)
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first_line, second_line = (
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temp_text.split("\n")[0],
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temp_text.split("\n")[1],
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)
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text_width = max(
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draw.textlength(first_line, font),
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draw.textlength(second_line, font),
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)
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text_is_too_long = text_width > image.width
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max_len_increment += 1
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elif num_lines == 3:
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while font.size > min_font and text_is_too_long:
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font = ImageFont.truetype(
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+
f"fonts/{font_meme_text}.ttf", size=font.size - font_size_reduction
|
| 409 |
+
)
|
| 410 |
+
max_len_incr_1_split = 0
|
| 411 |
+
while text_is_too_long and max_len_incr_1_split < 10:
|
| 412 |
+
first_temp_text = insert_backslash(
|
| 413 |
+
text, max_length=(len(text) + max_len_incr_1_split) // 3
|
| 414 |
+
)
|
| 415 |
+
first_line, second_line = (
|
| 416 |
+
first_temp_text.split("\n")[0],
|
| 417 |
+
first_temp_text.split("\n")[1],
|
| 418 |
+
)
|
| 419 |
+
max_len_incr_2_split = 0
|
| 420 |
+
while text_is_too_long and max_len_incr_2_split < 10:
|
| 421 |
+
temp_text_second_line = insert_backslash(
|
| 422 |
+
second_line,
|
| 423 |
+
max_length=(len(second_line) + max_len_incr_2_split) // 2,
|
| 424 |
+
)
|
| 425 |
+
second_line_1, second_line_2 = (
|
| 426 |
+
temp_text_second_line.split("\n")[0],
|
| 427 |
+
temp_text_second_line.split("\n")[1],
|
| 428 |
+
)
|
| 429 |
+
temp_text = first_line + "\n" + second_line_1 + "\n" + second_line_2
|
| 430 |
+
text_width = max(
|
| 431 |
+
draw.textlength(first_line, font),
|
| 432 |
+
draw.textlength(second_line_1, font),
|
| 433 |
+
draw.textlength(second_line_2, font),
|
| 434 |
+
)
|
| 435 |
+
text_is_too_long = text_width > image.width
|
| 436 |
+
max_len_incr_2_split += 1
|
| 437 |
+
max_len_incr_1_split += 1
|
| 438 |
+
else:
|
| 439 |
+
raise (ValueError("num_lines can only be 1, 2 or 3"))
|
| 440 |
|
| 441 |
if not text_is_too_long and num_lines > 1:
|
| 442 |
text = temp_text
|
|
|
|
| 471 |
initial_font_size = 80
|
| 472 |
text_is_too_long = True
|
| 473 |
num_lines = 0
|
| 474 |
+
while text_is_too_long and num_lines < 3:
|
| 475 |
num_lines += 1
|
| 476 |
font = ImageFont.truetype(f"fonts/{font_meme_text}.ttf", size=initial_font_size)
|
| 477 |
text, font, text_width, text_is_too_long = test_font_size(
|
|
|
|
| 494 |
|
| 495 |
outline_width = 2
|
| 496 |
text_x = (image_width - text_width) / 2
|
| 497 |
+
text_y = image_height - num_lines * font.size - 10 - num_lines
|
| 498 |
if text_at_the_top:
|
| 499 |
text_y = 0
|
| 500 |
|
|
|
|
| 563 |
|
| 564 |
return resulting_list, current_user_prompt_list
|
| 565 |
|
| 566 |
+
def expand_layout():
|
| 567 |
+
return gr.Column(scale=2), gr.Gallery(height=682)
|
|
|
|
| 568 |
|
| 569 |
textbox = gr.Textbox(
|
| 570 |
placeholder="Upload an image and ask the AI to create a meme!",
|
|
|
|
| 582 |
visible=False,
|
| 583 |
avatar_images=[None, BOT_AVATAR],
|
| 584 |
)
|
| 585 |
+
css='''
|
| 586 |
+
.gradio-container{max-width: 1000px!important}
|
| 587 |
h1{display: flex;align-items: center;justify-content: center;gap: .25em}
|
| 588 |
+
*{transition: width 0.5s ease, flex-grow 0.5s ease}
|
| 589 |
+
'''
|
| 590 |
with gr.Blocks(title="AI Meme Generator", theme=gr.themes.Base(), css=css) as demo:
|
| 591 |
with gr.Row(scale=0.5):
|
| 592 |
gr.HTML(
|
| 593 |
"""<h1 align="center">AI Meme Generator <span style="font-size: 13px;">powered by <a href="https://huggingface.co/blog/idefics">IDEFICS</a></span><img width=40 height=40 src="https://cdn-uploads.huggingface.co/production/uploads/624bebf604abc7ebb01789af/v770xGti5vH1SYLBgyOO_.png" /></h1>"""
|
| 594 |
)
|
| 595 |
+
|
| 596 |
with gr.Row(elem_id="model_selector_row"):
|
| 597 |
model_selector = gr.Dropdown(
|
| 598 |
choices=MODELS,
|
|
|
|
| 604 |
visible=False,
|
| 605 |
)
|
| 606 |
with gr.Row(equal_height=True):
|
| 607 |
+
#scale=2 when expanded
|
| 608 |
+
with gr.Column(scale=4, min_width=250) as upload_area:
|
| 609 |
imagebox = gr.Image(
|
| 610 |
+
type="filepath", label="Image to meme", height=272, visible=True
|
| 611 |
)
|
| 612 |
with gr.Group():
|
| 613 |
with gr.Row():
|
| 614 |
textbox.render()
|
| 615 |
with gr.Row():
|
| 616 |
+
submit_btn = gr.Button(value="βΆοΈ Submit", visible=True, min_width=120)
|
| 617 |
clear_btn = gr.ClearButton(
|
| 618 |
+
[textbox, imagebox, chatbot], value="π§Ή Clear", min_width=120
|
| 619 |
)
|
| 620 |
+
regenerate_btn = gr.Button(value="π Regenerate", visible=True, min_width=120)
|
| 621 |
upload_btn = gr.UploadButton(
|
| 622 |
+
"π Upload image", file_types=["image"], visible=False, min_width=120
|
| 623 |
)
|
| 624 |
with gr.Accordion(
|
| 625 |
"Advanced settings", open=False, visible=True
|
|
|
|
| 725 |
inputs=decoding_strategy,
|
| 726 |
outputs=top_p,
|
| 727 |
)
|
| 728 |
+
with gr.Column(scale=5) as result_area:
|
| 729 |
generated_memes_gallery = gr.Gallery(
|
| 730 |
# value="Images generated will appear here",
|
| 731 |
label="IDEFICS Generated Memes",
|
|
|
|
| 733 |
elem_id="generated_memes_gallery",
|
| 734 |
show_download_button=True,
|
| 735 |
show_share_button=True,
|
| 736 |
+
columns=[2],
|
| 737 |
+
object_fit="contain",height=428
|
| 738 |
+
) #height 600 when expanded
|
| 739 |
with gr.Row(equal_height=True):
|
| 740 |
with gr.Box(elem_id="gallery_box"):
|
| 741 |
gallery_type_choice = gr.Radio(
|
|
|
|
| 755 |
# value= value given by gallery_type_choice,
|
| 756 |
label="Templates Gallery",
|
| 757 |
allow_preview=False,
|
| 758 |
+
columns=6,
|
| 759 |
elem_id="gallery",
|
| 760 |
show_share_button=False,
|
| 761 |
height=400,
|
|
|
|
| 898 |
# yield "", None, chat_history
|
| 899 |
full_text += acc_text
|
| 900 |
acc_text = ""
|
| 901 |
+
gr.on(
|
| 902 |
+
triggers=[
|
| 903 |
+
textbox.submit,
|
| 904 |
+
imagebox.upload,
|
| 905 |
+
submit_btn.click
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 906 |
],
|
| 907 |
+
fn=expand_layout,
|
| 908 |
+
outputs=[upload_area, generated_memes_gallery],
|
| 909 |
+
queue=False
|
| 910 |
).then(
|
| 911 |
+
fn=lambda: "", inputs=[], outputs=[generated_memes_gallery], queue=False).then(
|
| 912 |
fn=model_inference,
|
| 913 |
inputs=[
|
| 914 |
model_selector,
|
|
|
|
| 925 |
text_at_the_top,
|
| 926 |
font_meme_text,
|
| 927 |
],
|
| 928 |
+
outputs=[textbox, generated_memes_gallery, chatbot],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 929 |
)
|
| 930 |
|
| 931 |
def remove_last_turn(chat_history):
|
|
|
|
| 942 |
fn=remove_last_turn,
|
| 943 |
inputs=chatbot,
|
| 944 |
outputs=[chatbot, textbox, generated_memes_gallery],
|
| 945 |
+
queue=False
|
| 946 |
).then(
|
| 947 |
fn=model_inference,
|
| 948 |
inputs=[
|
|
|
|
| 969 |
|
| 970 |
upload_btn.upload(add_file, [upload_btn], [imagebox, upload_btn], queue=False)
|
| 971 |
submit_btn.click(
|
| 972 |
+
lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn, queue=False
|
| 973 |
)
|
| 974 |
textbox.submit(
|
| 975 |
+
lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn, queue=False
|
| 976 |
)
|
| 977 |
clear_btn.click(
|
| 978 |
+
lambda: gr.update(label="π Upload image", interactive=True), [], upload_btn, queue=False
|
| 979 |
)
|
| 980 |
gallery_type_choice.change(
|
| 981 |
fn=choose_gallery,
|
|
|
|
| 987 |
fn=add_file_gallery,
|
| 988 |
inputs=[template_gallery],
|
| 989 |
outputs=[textbox, imagebox, generated_memes_gallery],
|
| 990 |
+
).success(
|
| 991 |
+
fn=expand_layout,
|
| 992 |
+
outputs=[upload_area, generated_memes_gallery],
|
| 993 |
+
queue=False
|
| 994 |
).success(
|
| 995 |
fn=model_inference,
|
| 996 |
inputs=[
|
|
|
|
| 1015 |
],
|
| 1016 |
)
|
| 1017 |
demo.load(
|
| 1018 |
+
fn=choose_gallery, inputs=[gallery_type_choice], outputs=[template_gallery], queue=False
|
| 1019 |
)
|
| 1020 |
demo.queue(concurrency_count=40, max_size=40)
|
| 1021 |
+
demo.launch()
|