Create app.py

app.py

@@ -0,0 +1,34 @@
+import gradio as gr
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+MODEL_ID = "userdotcs/gpt-oss-20b-turkish-correction-finetuned"
+BASE_MODEL = "unsloth/gpt-oss-20b"   # veya base repo adı neyse
+
+tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL)
+
+model = AutoModelForCausalLM.from_pretrained(
+    MODEL_ID,
+    torch_dtype=torch.float16,
+    device_map="auto",
+    trust_remote_code=True
+)
+
+def generate(prompt):
+    inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
+    out = model.generate(
+        **inputs,
+        max_new_tokens=256,
+        pad_token_id=tokenizer.eos_token_id
+    )
+    text = tokenizer.decode(out[0], skip_special_tokens=True)
+    return text
+
+demo = gr.Interface(
+    fn=generate,
+    inputs=gr.Textbox(lines=4, placeholder="Bir metin gir…"),
+    outputs="text",
+    title="Turkish Correction GPT-OSS-20B"
+)
+
+demo.launch()