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from flask import Flask, request, jsonify, send_from_directory | |
from transformers import AutoTokenizer, AutoModelForCausalLM | |
import torch | |
import os | |
app = Flask(__name__) | |
# Load model | |
model_id = "deepseek-ai/DeepSeek-V3-0324" | |
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True) | |
model = AutoModelForCausalLM.from_pretrained(model_id, trust_remote_code=True, torch_dtype=torch.float16, device_map="auto") | |
model.to('cpu') | |
def serve_index(): | |
return send_from_directory('.', 'index.html') | |
def generate(): | |
data = request.get_json() | |
user_prompt = data['prompt'] | |
enhanced_prompt = ( | |
f"Generate a highly advanced, modern, single-file HTML website or web app with animations. " | |
f"Use HTML, CSS, and JavaScript only. Return just the code. No explanation. Prompt:\n{user_prompt}\n\n```html\n" | |
) | |
inputs = tokenizer(enhanced_prompt, return_tensors="pt").to(model.device) | |
outputs = model.generate( | |
**inputs, | |
max_new_tokens=1000, | |
temperature=0.7, | |
pad_token_id=tokenizer.eos_token_id | |
) | |
decoded = tokenizer.decode(outputs[0], skip_special_tokens=True) | |
# Extract HTML code only | |
if "```html" in decoded: | |
code = decoded.split("```html")[1].split("```")[0] | |
else: | |
code = decoded | |
return jsonify({"code": code}) | |
if __name__ == '__main__': | |
app.run(debug=True) | |