Add application file

app.py

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+import gradio as gr
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_id = "mistralai/Mixtral-8x7B-v0.1"
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(model_id, load_in_8bit=False)
+
+
+def greet(text):
+    # text = "Hello my name is"
+    inputs = tokenizer(text, return_tensors="pt").to(0)
+    outputs = model.generate(**inputs, max_new_tokens=20)
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface.launch()
+

requirements.txt

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+transformers
+-i https://download.pytorch.org/whl/cpu
+torch
+bitsandbytes
+