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import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("stabilityai/stable-code-3b")
model = AutoModelForCausalLM.from_pretrained(
"stabilityai/stable-code-3b",
torch_dtype="auto",
)
codeSnip = """
Is the following CSS code valid?
```
div {
color: red;
width: 100px;
}
```
"""
inputs = tokenizer(codeSnip, return_tensors="pt")
tokens = model.generate(
**inputs,
max_new_tokens=48,
temperature=0.2,
do_sample=True,
)
res = tokenizer.decode(tokens[0], skip_special_tokens=True)
print(res)
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