a

app.py

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+import streamlit as st
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+prompt_input = st.text_input("Prompt")
+
+
+model = "mertbozkurt/Llama-2-7b-TR-recipe"
+prompt = "Sodalı köfte nasıl yapımı?"
+
+tokenizer = AutoTokenizer.from_pretrained(model,offload_folder="offload")
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+    offload_folder="offload"
+)
+
+sequences = pipeline(
+    f'<s>[INST] {prompt} [/INST]',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=100,
+)
+for seq in sequences:
+    st.write(seq)
+    

requirements.txt

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+transformers 
+accelerate
+torch
+streamlit