Upload 2 files

chatgpt_prompts_bart_long.py

@@ -0,0 +1,40 @@
+# -*- coding: utf-8 -*-
+"""chatgpt-prompts-bart-long.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/185ao64S-GtYsW71yesPrKvnywS3UKxQl
+
+https://huggingface.co/merve/chatgpt-prompts-bart-long
+
+# GPT to create ChatGPT prompts
+"""
+
+pip install transformers -q
+
+from transformers import AutoTokenizer, TFAutoModelForSeq2SeqLM
+
+# Load the tokenizer and model
+tokenizer = AutoTokenizer.from_pretrained("merve/chatgpt-prompts-bart-long")
+model = TFAutoModelForSeq2SeqLM.from_pretrained("merve/chatgpt-prompts-bart-long")
+
+# Define a function to generate text
+def generate_text(prompt):
+    # Encode the prompt
+    inputs = tokenizer.encode(prompt, return_tensors='pt')
+
+    # Generate a sequence of tokens
+    outputs = model.generate(inputs, max_length=250, do_sample=True, temperature=0.7)
+
+    # Decode the output tokens to text
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+!pip install gradio
+
+!pip install --upgrade pillow
+
+import gradio as gr
+
+ui=gr.Interface(fn=generate_text,inputs="text",outputs="text")
+ui.launch()

requirements.txt

@@ -0,0 +1,3 @@
+transformers
+gradio
+pillow