Model does not exist, inference API don't work

Seems token issue or under maintain.

HF_TOKEN = "hf_my_valid_pro_token"
#HF_TOKEN = False # if use it, fails with 503 error

from huggingface_hub import InferenceClient

client = InferenceClient(
    provider="hf-inference",
    api_key=HF_TOKEN
)

messages = [
    {
        "role": "user",
        "content": "What is the capital of France?"
    }
]

completion = client.chat.completions.create(
    model="amusktweewt/tiny-model-500M-chat-v2", 
    messages=messages, 
    max_tokens=500,
)

print(completion.choices[0].message)
# ChatCompletionOutputMessage(role='assistant', content='OUP for France - reduced price comparison board (BUFF) is the payoff for carbon emissions.', tool_calls=None)