Add application file

README.md

@@ -1,12 +1,23 @@
 ---
-title: Llm1
+title: Typhoon 2.5 Qwen3 4B
 emoji: 🏢
 colorFrom: red
-colorTo: gray
+colorTo: purple
 sdk: gradio
 sdk_version: 6.0.2
 app_file: app.py
-pinned: false
+hf_oauth: true
+hf_oauth_expiration_minutes: 480
+suggested_hardware: zero-a10g
+license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+รันบน Hugging Face Spaces พร้อม UI ด้วย Gradio
+
+## วิธีใช้งาน
+- พิมพ์ข้อความภาษาไทยในช่อง Input
+- กด Submit
+- รอ Model ตอบกลับ
+
+## โมเดลที่ใช้
+- https://huggingface.co/scb10x/typhoon2.5-qwen3-4b

app.py

@@ -0,0 +1,54 @@
+import os
+import torch
+import gradio as gr
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import spaces
+
+model_name = "scb10x/typhoon2.5-qwen3-4b"
+token = os.getenv("HF_TOKEN")
+
+tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name,
+    trust_remote_code=True,
+    torch_dtype=torch.float16,
+    low_cpu_mem_usage=True,
+)
+
+model.to("cuda" if torch.cuda.is_available() else "cpu")
+
+def generate_chat(message):
+    messages = [{"role": "user", "content": message}]
+
+    input_ids = tokenizer.apply_chat_template(
+        messages,
+        add_generation_prompt=True,
+        return_tensors="pt"
+    ).to(model.device)
+
+    output_ids = model.generate(
+        input_ids,
+        max_new_tokens=256,
+        temperature=0.7,
+        do_sample=True,
+        top_p=0.9,
+        pad_token_id=tokenizer.eos_token_id,
+    )
+
+    response = tokenizer.decode(output_ids[0], skip_special_tokens=True)
+    response_text = response.split(message)[-1].strip()
+
+    return response_text
+
+@spaces.GPU
+def predict(message, history=None):
+    response = generate_chat(message)
+    return response
+
+chat_ui = gr.ChatInterface(
+    fn=predict,
+    title="Typhoon 2.5 ZeroGPU",
+)
+
+if __name__ == "__main__":
+    chat_ui.launch()

requirements.txt

@@ -0,0 +1,5 @@
+transformers
+accelerate
+gradio
+torch
+spaces