Upload 3 files

app.py

@@ -0,0 +1,19 @@
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import gradio as gr
+
+
+model_name = "mistralai/Mistral-7B-v0.3"
+
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+
+def gen_text(prompt):
+    inputs = tokenizer(prompt, return_tensors="pt")
+    outputs = model.generate(inputs.input_ids, max_length=50)
+    return tokenizer.decode(outputs[0], skip_special_tokens=True)
+
+# Set up the Gradio interface
+iface = gr.Interface(fn=gen_text, inputs="text", outputs="text", title="Mistral-7B Text Generator")
+
+iface.launch()

mistral_space.yaml

@@ -0,0 +1,3 @@
+sdk: gradio
+hardware:
+  type: gpu

requirements.txt

@@ -0,0 +1,2 @@
+transformers
+gradio