Spaces:
Runtime error
Runtime error
upload app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
| 2 |
+
from flask import Flask, request, jsonify
|
| 3 |
+
|
| 4 |
+
app = Flask(__name__)
|
| 5 |
+
|
| 6 |
+
model_name = "gordicaleksa/YugoGPT"
|
| 7 |
+
model = AutoModelForCausalLM.from_pretrained(model_name)
|
| 8 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 9 |
+
|
| 10 |
+
@app.route("/chat", methods=["POST"])
|
| 11 |
+
def chat():
|
| 12 |
+
user_input = request.json.get("inputs")
|
| 13 |
+
inputs = tokenizer.encode(user_input, return_tensors="pt")
|
| 14 |
+
outputs = model.generate(inputs, max_length=100, num_return_sequences=1)
|
| 15 |
+
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
|
| 16 |
+
return jsonify({"response": response})
|
| 17 |
+
|
| 18 |
+
if __name__ == "__main__":
|
| 19 |
+
app.run(host="0.0.0.0", port=8080)
|