my first commit KoAlpaca API

app.py

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+from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
+import torch
+import gradio as gr
+
+model_name = "beomi/KoAlpaca-Polyglot-5.8B"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name,
+    torch_dtype=torch.float16,
+    device_map="auto"
+)
+
+pipe = pipeline(
+    "text-generation",
+    model=model,
+    tokenizer=tokenizer,
+    device=0,
+    max_new_tokens=256,
+    do_sample=True,
+    temperature=0.7,
+    top_p=0.9,
+)
+
+def chat_fn(prompt):
+    output = pipe(prompt)[0]["generated_text"]
+    return output
+
+demo = gr.Interface(fn=chat_fn, inputs="text", outputs="text")
+demo.launch()

requirements.txt

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+transformers
+torch
+gradio
+accelerate