app.py
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
| 3 |
+
|
| 4 |
+
# Modeli HuggingFace üzerinden yükle
|
| 5 |
+
model_name = "PygmalionAI/pygmalion-13b" # Burayı etik ve güvenli bir model ile değiştir
|
| 6 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 7 |
+
model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")
|
| 8 |
+
|
| 9 |
+
# Chat fonksiyonu
|
| 10 |
+
def chat(prompt):
|
| 11 |
+
inputs = tokenizer(prompt, return_tensors="pt")
|
| 12 |
+
outputs = model.generate(**inputs, max_new_tokens=200)
|
| 13 |
+
return tokenizer.decode(outputs[0], skip_special_tokens=True)
|
| 14 |
+
|
| 15 |
+
# Gradio arayüzü
|
| 16 |
+
demo = gr.Interface(fn=chat, inputs="text", outputs="text")
|
| 17 |
+
demo.launch()
|