Create app.py

app.py

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+
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+from huggingface_hub import login
+
+login(token="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")
+
+model = "meta-llama/Llama-2-7b-chat-hf"
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+sequences = pipeline(
+    'I liked "Breaking Bad" and "Band of Brothers". Do you have any recommendations of other shows I might like?\n',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=200,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")