Create app.py

app.py

@@ -0,0 +1,31 @@
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "meta-llama/Llama-2-7b-chat-hf"
+
+tokenizer = AutoTokenizer.from_pretrained(
+    model,
+    use_auth_token=True,
+)
+
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+def gen(x, max_length=200):
+    sequences = pipeline(
+        x,
+        do_sample=True,
+        top_k=10,
+        num_return_sequences=1,
+        eos_token_id=tokenizer.eos_token_id,
+        max_length=max_length,
+    )
+
+    return sequences[0]["generated_text"].replace(x, "")
+
+print(gen('I liked "Breaking Bad" and "Band of Brothers". Do you have any recommendations of other shows I might like?\n'))