First Commit

app.py

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+from transformers import pipeline, set_seed
+import gradio as grad, random, re
+
+
+gpt2_pipe = pipeline('text-generation', model='Gustavosta/MagicPrompt-Dalle', tokenizer='gpt2')
+with open("ideas.txt", "r") as f:
+    line = f.readlines()
+
+
+def generate(starting_text):
+    for count in range(4):
+        seed = random.randint(100, 1000000)
+        set_seed(seed)
+
+        if starting_text == "":
+            starting_text: str = line[random.randrange(0, len(line))].replace("\n", "").lower().capitalize()
+            starting_text: str = re.sub(r"[,:\-–.!;?_]", '', starting_text)
+            print(starting_text)
+    
+        response = gpt2_pipe(starting_text, max_length=random.randint(60, 90), num_return_sequences=4)
+        response_list = []
+        for x in response:
+            resp = x['generated_text'].strip()
+            if resp != starting_text and len(resp) > (len(starting_text) + 4) and resp.endswith((":", "-", "—")) is False:
+                response_list.append(resp+'\n')
+    
+        response_end = "\n".join(response_list)
+        response_end = re.sub('[^ ]+\.[^ ]+','', response_end)
+        response_end = response_end.replace("<", "").replace(">", "")
+
+        if response_end != "":
+            return response_end
+        if count == 4:
+            return response_end
+
+
+txt = grad.Textbox(lines=1, label="Initial Text", placeholder="English Text here")
+out = grad.Textbox(lines=4, label="Generated Prompts")
+
+examples = []
+for x in range(8):
+    examples.append(line[random.randrange(0, len(line))].replace("\n", "").lower().capitalize())
+
+title = "Dall-E 2 Prompt Generator"
+description = 'This is a demo of the model series: "MagicPrompt", in this case, aimed at: Dall-E 2. To use it, simply submit your text or click on one of the examples.<b><br><br>To learn more about the template, go to the link: https://huggingface.co/Gustavosta/MagicPrompt-Stable-Diffusion<br>'
+article = "<div><center><img src='https://visitor-badge.glitch.me/badge?page_id=magicprompt_dalle' alt='visitor badge'></center></div>"
+
+grad.Interface(fn=generate,
+               inputs=txt,
+               outputs=out,
+               examples=examples,
+               title=title,
+               description=description,
+               article=article,
+               allow_flagging='never',
+               cache_examples=False,
+               theme="default").launch(enable_queue=True, debug=True)
+
+

requirements.txt

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+transformers
+torch
+transformers[sentencepiece]
+